This Annex contains four main tables:
Average monthly online job postings in Alberta by occupation and period of analysis
Top 5 most relevant skills by occupation
Typical Education qualification by occupation
Typical CIP code by occupation
This Annex contains four main tables:
Average monthly online job postings in Alberta by occupation and period of analysis
Top 5 most relevant skills by occupation
Typical Education qualification by occupation
Typical CIP code by occupation
Lightcast occupational code |
Occupation title |
Average monthly online job postings January 2015- December 2016 |
Average monthly online job postings January 2017- February 2020 |
Average monthly online job postings March 2020- December 2020 |
Average monthly online job postings January 2021- September 2022 |
Highest/ lowest growth quintile |
---|---|---|---|---|---|---|
11‑1021.91 |
Operations Manager / Supervisor |
56.6 |
57.4 |
45.8 |
99.3 |
|
11‑1021.92 |
General Manager |
57.3 |
46.4 |
31.9 |
62.8 |
|
11‑2021.91 |
Marketing Manager |
31.3 |
32.2 |
45.1 |
75.9 |
H |
11‑2021.92 |
Product Manager |
8.6 |
11.0 |
13.7 |
29.9 |
H |
11‑2022.00 |
Business Development / Sales Manager |
173.8 |
141.6 |
100.5 |
179.9 |
|
11‑2031.91 |
Communications / Public Relations Manager |
12.8 |
13.5 |
11.7 |
28.9 |
|
11‑3011.92 |
Administrative Manager |
17.6 |
14.8 |
13.9 |
40.5 |
|
11‑3031.00 |
Financial Manager |
52.9 |
58.0 |
44.4 |
82.1 |
|
11‑3031.01 |
Treasurer / Controller |
51.0 |
35.4 |
26.8 |
57.4 |
|
11‑3031.93 |
Banking Branch Manager |
39.2 |
24.3 |
13.0 |
29.1 |
L |
11‑3121.92 |
Human Resources Manager |
30.8 |
31.0 |
17.9 |
57.8 |
L |
11‑9021.00 |
Construction Manager |
90.8 |
68.5 |
52.0 |
116.2 |
|
11‑9033.00 |
College / University Administrator |
40.3 |
46.5 |
27.4 |
63.6 |
L |
11‑9041.00 |
Engineering Manager |
29.3 |
29.6 |
14.7 |
37.4 |
L |
11‑9051.00 |
Restaurant / Food Service Manager |
131.2 |
90.3 |
89.0 |
179.9 |
|
11‑9111.00 |
Healthcare Administrator |
23.3 |
26.1 |
29.1 |
55.0 |
H |
11‑9141.91 |
Property / Real Estate / Community Manager |
42.0 |
36.4 |
36.6 |
62.3 |
|
11‑9199.00 |
Program Manager |
18.7 |
23.2 |
16.4 |
43.2 |
|
13‑1021.00 |
Buyer / Purchasing Agent |
27.6 |
43.8 |
20.0 |
54.5 |
L |
13‑1051.00 |
Estimator |
54.7 |
41.5 |
30.7 |
72.7 |
|
13‑1071.91 |
Recruiter |
36.9 |
47.2 |
26.4 |
87.6 |
L |
13‑1071.92 |
Human Resources / Labour Relations Specialist |
73.1 |
94.4 |
57.7 |
172.5 |
L |
13‑1111.00 |
Business / Management Analyst |
92.6 |
135.1 |
104.7 |
178.3 |
|
13‑1121.00 |
Event Planner |
20.4 |
22.0 |
10.8 |
39.5 |
L |
13‑1151.00 |
Training and Development Specialist |
19.0 |
27.4 |
18.6 |
39.7 |
|
13‑1161.00 |
Marketing Specialist |
43.1 |
47.2 |
54.0 |
105.1 |
H |
13‑2011.02 |
Auditor |
19.8 |
18.4 |
14.2 |
26.2 |
|
13‑2011.93 |
Accountant |
96.3 |
97.5 |
57.1 |
115.2 |
L |
13‑2011.94 |
Account Manager / Representative |
107.3 |
94.3 |
61.6 |
112.3 |
|
13‑2051.00 |
Financial Analyst |
41.6 |
60.4 |
34.9 |
93.6 |
L |
13‑2052.00 |
Personal Financial Advisor |
70.5 |
80.5 |
53.9 |
111.1 |
|
13‑2072.00 |
Loan Officer |
20.5 |
20.7 |
18.9 |
28.6 |
|
15‑1121.00 |
Systems Analyst |
67.2 |
87.9 |
64.5 |
103.6 |
|
15‑1122.00 |
Cyber / Information Security Engineer / Analyst |
24.2 |
31.1 |
26.6 |
48.1 |
|
15‑1131.00 |
Software Developer / Engineer |
135.3 |
201.8 |
198.5 |
294.1 |
|
15‑1131.91 |
Computer Programmer |
24.9 |
22.0 |
17.3 |
25.8 |
|
15‑1133.00 |
Computer Systems Engineer / Architect |
14.0 |
22.5 |
19.1 |
21.8 |
|
15‑1134.92 |
Web Developer |
30.6 |
29.9 |
32.8 |
48.0 |
|
15‑1134.93 |
UI / UX Designer / Developer |
7.3 |
10.8 |
13.0 |
18.4 |
H |
15‑1141.00 |
Database Administrator |
20.7 |
23.8 |
18.6 |
33.5 |
|
15‑1142.00 |
Network / Systems Administrator |
31.1 |
34.2 |
23.5 |
42.1 |
|
15‑1151.00 |
Computer Support Specialist |
57.1 |
74.3 |
47.5 |
107.7 |
|
15‑1199.01 |
Software QA Engineer / Tester |
25.2 |
39.8 |
31.5 |
47.3 |
|
15‑1199.02 |
Network Engineer / Architect |
30.3 |
31.8 |
20.9 |
44.4 |
|
15‑1199.09 |
Project Manager |
117.8 |
139.0 |
99.3 |
204.7 |
|
15‑1199.91 |
Data / Data Mining Analyst |
12.3 |
25.2 |
16.3 |
39.1 |
|
15‑1199.93 |
Business Intelligence Analyst |
14.5 |
24.7 |
12.9 |
30.6 |
L |
15‑1199.95 |
IT Project Manager |
38.8 |
56.7 |
44.2 |
88.3 |
|
17‑2051.00 |
Civil Engineer |
42.6 |
64.2 |
34.5 |
83.5 |
L |
17‑2071.00 |
Electrical Engineer |
23.1 |
30.9 |
15.9 |
43.7 |
L |
17‑2141.00 |
Mechanical Engineer |
38.9 |
55.3 |
25.5 |
67.2 |
L |
17‑3023.00 |
Electrical and Electronics Technician |
24.6 |
27.3 |
14.5 |
42.8 |
L |
17‑3027.00 |
Industrial / Mechanical Engineering Technician |
39.8 |
46.7 |
30.9 |
47.3 |
|
21‑1014.00 |
Mental Health / Behavioural Counselor |
24.9 |
17.2 |
15.7 |
34.4 |
|
21‑1021.00 |
Family / School / General Social Worker |
24.5 |
17.5 |
16.9 |
37.8 |
|
23‑1011.00 |
Attorney |
19.5 |
27.4 |
22.6 |
45.8 |
|
23‑2011.00 |
Paralegal / Legal Assistant |
30.4 |
34.4 |
34.0 |
64.1 |
|
25‑1199.91 |
College Professor / Instructor |
80.8 |
103.6 |
103.6 |
165.7 |
|
25‑2011.00 |
Preschool / Childcare Teacher |
52.2 |
84.2 |
53.6 |
132.7 |
|
25‑2021.00 |
Elementary School Teacher |
23.2 |
10.4 |
10.7 |
32.0 |
|
25‑4013.00 |
Researcher / Research Associate |
27.0 |
28.1 |
23.1 |
44.4 |
|
27‑1024.00 |
Graphic Designer / Desktop Publisher |
19.5 |
13.5 |
11.4 |
24.3 |
|
27‑1026.92 |
Merchandiser / Ad Set Associate |
77.3 |
63.1 |
52.0 |
98.9 |
|
27‑3031.94 |
Public Relations / Communications Specialist |
35.9 |
42.7 |
26.1 |
75.7 |
L |
29‑1051.00 |
Pharmacist / Pharmacy Director |
43.6 |
32.1 |
18.6 |
45.9 |
L |
29‑1062.00 |
Physician |
17.3 |
12.4 |
20.4 |
26.2 |
H |
29‑1141.00 |
Registered Nurse |
97.2 |
60.3 |
65.0 |
104.5 |
|
29‑2012.00 |
Laboratory Technician |
26.0 |
34.1 |
36.1 |
55.6 |
|
29‑2052.00 |
Pharmacy Technician |
21.0 |
13.6 |
11.6 |
21.0 |
|
29‑2061.00 |
Licensed Practical / Vocational Nurse |
64.0 |
35.2 |
71.7 |
74.1 |
H |
29‑9012.00 |
Safety Specialist / Co‑ordinator |
29.9 |
31.9 |
21.1 |
63.5 |
|
31‑1011.00 |
Home Health Aide |
18.8 |
34.1 |
94.1 |
120.4 |
H |
31‑1015.00 |
Patient Transporter |
2.9 |
1.5 |
1.5 |
1.8 |
|
31‑9095.00 |
Pharmacy Aide |
48.0 |
30.9 |
37.9 |
48.9 |
H |
33‑1099.00 |
Loss Prevention / Asset Protection Specialist |
33.1 |
20.8 |
19.5 |
26.8 |
|
33‑9032.00 |
Security Officer |
51.0 |
60.0 |
90.1 |
104.8 |
H |
35‑1011.00 |
Chef |
46.5 |
32.9 |
22.5 |
78.2 |
|
35‑1012.00 |
Restaurant / Food Service Supervisor |
351.3 |
349.6 |
360.7 |
542.4 |
|
35‑2011.00 |
Cook |
303.3 |
298.0 |
340.3 |
719.0 |
H |
35‑2021.00 |
Kitchen Staff |
43.7 |
32.9 |
25.7 |
96.9 |
|
35‑3011.00 |
Bartender |
15.7 |
17.8 |
16.2 |
66.5 |
|
35‑3021.00 |
Food Service Team Member |
156.5 |
88.8 |
85.9 |
263.4 |
|
35‑3031.00 |
Waiter / Waitress |
69.4 |
63.2 |
55.4 |
183.9 |
|
35‑9021.00 |
Dishwasher |
16.5 |
17.9 |
12.5 |
59.4 |
|
35‑9031.00 |
Host / Hostess |
17.3 |
20.3 |
15.8 |
49.9 |
|
37‑2011.00 |
Janitor / Cleaner |
77.1 |
85.9 |
142.8 |
210.1 |
H |
37‑2012.00 |
Maid / Housekeeping Staff |
68.1 |
80.4 |
105.7 |
225.0 |
H |
37‑3011.00 |
Landscaping / Groundskeeping Worker |
30.3 |
35.6 |
58.0 |
107.1 |
H |
39‑5012.00 |
Barber / Hair Stylist / Cosmetologist |
53.5 |
25.9 |
35.3 |
56.1 |
H |
39‑9011.01 |
Nanny / Babysitter |
171.0 |
244.2 |
93.2 |
189.8 |
L |
39‑9021.00 |
Caregiver / Personal Care Aide |
195.5 |
130.8 |
86.9 |
93.8 |
|
39‑9031.00 |
Personal Trainer / Fitness Instructor |
16.1 |
16.0 |
12.6 |
32.1 |
|
39‑9032.00 |
Recreation / Activities Worker |
16.5 |
20.0 |
15.7 |
35.5 |
|
41‑1011.00 |
Retail Store Manager / Supervisor |
473.8 |
396.2 |
381.7 |
604.7 |
|
41‑1012.00 |
Sales Supervisor |
20.1 |
26.2 |
25.0 |
50.7 |
|
41‑2011.00 |
Cashier |
201.8 |
109.0 |
82.9 |
168.8 |
|
41‑2022.00 |
Parts Specialist / Salesperson |
13.9 |
18.1 |
17.8 |
45.6 |
|
41‑2031.00 |
Retail Sales Associate |
511.9 |
440.3 |
351.0 |
716.7 |
|
41‑3021.00 |
Insurance Sales Agent |
25.8 |
22.1 |
24.0 |
70.8 |
|
41‑3031.00 |
Financial Services Sales Agent |
23.8 |
24.4 |
11.5 |
21.0 |
L |
41‑4011.00 |
Sales Representative |
348.8 |
374.9 |
234.6 |
453.3 |
L |
41‑4011.92 |
Technical Sales Representative |
38.3 |
28.7 |
14.9 |
30.6 |
L |
41‑9011.00 |
Product Demonstrator |
26.0 |
27.3 |
12.7 |
35.7 |
L |
41‑9021.00 |
Real Estate Agent / Broker |
21.9 |
28.7 |
27.3 |
45.6 |
|
41‑9099.91 |
Sales Assistant |
13.5 |
18.0 |
13.6 |
27.8 |
|
43‑1011.91 |
Office Manager |
41.1 |
35.9 |
28.1 |
70.8 |
|
43‑1011.92 |
Customer Service Manager |
22.3 |
19.9 |
15.6 |
30.9 |
|
43‑3031.00 |
Bookkeeper / Accounting Clerk |
132.9 |
159.4 |
138.8 |
328.8 |
|
43‑3051.00 |
Payroll Specialist |
29.9 |
33.5 |
22.9 |
47.4 |
|
43‑4051.00 |
Customer Service Representative |
233.3 |
260.4 |
199.8 |
450.3 |
|
43‑4081.00 |
Hotel Desk Clerk |
51.1 |
51.5 |
39.2 |
124.6 |
|
43‑4171.00 |
Receptionist |
77.2 |
68.4 |
53.0 |
146.5 |
|
43‑5031.00 |
Dispatcher |
14.3 |
28.1 |
26.1 |
48.3 |
|
43‑5061.00 |
Scheduler / Operations Co‑ordinator |
37.1 |
61.9 |
39.1 |
97.0 |
|
43‑5071.00 |
Shipping / Receiving Clerk |
53.6 |
57.9 |
55.9 |
124.2 |
|
43‑5081.00 |
Inventory Associate |
26.5 |
35.9 |
48.2 |
72.2 |
H |
43‑5081.01 |
Stocking Clerk / Sales Floor Support |
95.5 |
62.1 |
62.6 |
85.2 |
|
43‑5081.04 |
Order Processor / Order Entry Clerk |
13.8 |
24.1 |
37.9 |
36.2 |
H |
43‑6011.91 |
Executive Assistant |
42.8 |
34.2 |
21.0 |
46.3 |
L |
43‑6011.92 |
Account Executive |
44.5 |
48.1 |
21.7 |
40.8 |
L |
43‑6013.00 |
Medical Secretary |
29.6 |
26.6 |
29.5 |
65.9 |
H |
43‑6014.00 |
Office / Administrative Assistant |
309.1 |
386.6 |
355.4 |
726.5 |
|
43‑9021.00 |
Data Entry Clerk |
18.5 |
23.9 |
16.2 |
31.2 |
|
43‑9051.00 |
Postal Service / Mail Room Worker |
21.5 |
20.5 |
19.4 |
26.2 |
|
45‑2092.00 |
Farm / Nursery / Greenhouse Worker |
33.9 |
33.2 |
20.7 |
46.8 |
L |
47‑1011.00 |
Construction Foreman |
30.1 |
26.9 |
33.3 |
75.2 |
H |
47‑2031.00 |
Carpenter |
49.4 |
42.2 |
83.1 |
165.0 |
H |
47‑2061.00 |
Construction Helper / Worker |
57.8 |
85.3 |
135.7 |
286.1 |
H |
47‑2111.00 |
Electrician |
46.6 |
20.2 |
18.0 |
35.6 |
|
47‑2141.00 |
Painter |
22.4 |
23.0 |
41.1 |
62.8 |
H |
49‑1011.00 |
Maintenance / Service Supervisor |
67.6 |
64.9 |
44.3 |
98.0 |
|
49‑3021.00 |
Auto Body Technician |
16.0 |
17.2 |
22.7 |
37.3 |
H |
49‑3023.00 |
Automotive Service Technician / Mechanic |
91.4 |
99.9 |
111.1 |
209.3 |
H |
49‑3031.00 |
Diesel Mechanic |
20.8 |
21.7 |
16.6 |
49.8 |
|
49‑3042.00 |
Heavy Equipment Mechanic |
54.0 |
56.9 |
33.0 |
101.7 |
L |
49‑9021.00 |
HVAC Mechanic / Installer |
27.7 |
22.0 |
25.0 |
56.0 |
H |
49‑9041.00 |
Industrial Mechanic |
11.7 |
9.1 |
5.1 |
18.1 |
L |
49‑9044.00 |
Millwright |
32.0 |
21.5 |
12.8 |
30.9 |
L |
49‑9071.91 |
Building and General Maintenance Technician |
49.1 |
57.0 |
56.5 |
146.5 |
|
49‑9099.00 |
Repair / Service Technician |
67.0 |
67.2 |
52.1 |
118.1 |
|
51‑1011.91 |
Production Supervisor |
23.9 |
21.9 |
22.6 |
35.0 |
|
51‑1011.92 |
Production Plant Manager |
17.1 |
13.2 |
11.2 |
21.8 |
|
51‑3011.00 |
Baker |
57.4 |
46.1 |
44.8 |
91.1 |
|
51‑3021.00 |
Butcher / Meat Cutter |
38.7 |
27.8 |
29.5 |
50.0 |
|
51‑4041.00 |
Machinist |
11.5 |
20.6 |
8.2 |
37.1 |
L |
51‑4121.00 |
Welder / Solderer |
25.8 |
27.1 |
9.4 |
45.5 |
L |
51‑9012.92 |
Manufacturing Machine Operator |
39.5 |
41.0 |
38.0 |
90.8 |
|
51‑9061.00 |
Quality Inspector / Technician |
44.7 |
53.9 |
21.6 |
58.3 |
L |
51‑9199.00 |
Production Worker |
67.8 |
100.6 |
93.9 |
227.5 |
|
53‑3021.00 |
Bus Driver |
15.2 |
24.6 |
35.3 |
45.2 |
H |
53‑3031.00 |
Sales Delivery Driver |
28.1 |
47.3 |
68.1 |
159.9 |
H |
53‑3032.00 |
Tractor-Trailer Truck Driver |
125.9 |
214.9 |
256.8 |
510.7 |
H |
53‑3033.00 |
Light Truck Delivery Driver |
46.0 |
79.4 |
80.7 |
201.1 |
|
53‑7051.00 |
Forklift / Pallet Jack Operator |
23.3 |
23.2 |
31.8 |
57.5 |
H |
53‑7062.00 |
Labourer / Warehouse Worker |
136.1 |
210.8 |
303.5 |
542.6 |
H |
53‑7064.00 |
Packager |
3.3 |
3.7 |
7.4 |
16.1 |
H |
Note: Only occupations with an above average number of OJPs in January 2015-February 2020 period are shown. The last column shows an H is an occupation was among the 20% of occupations with the highest rate of growth in between the post-pandemic period, compared to the pandemic. It shows an L if an occupation was among the 20% of analysed occupations with the smallest growth rate, and nothing otherwise.
Source: OECD calculations based on Lightcast data.
Occupation code |
Occupation title |
Skill 1 |
Skill 2 |
Skill 3 |
Skill 4 |
Skill 5 |
---|---|---|---|---|---|---|
11‑1021.91 |
Operations Manager / Supervisor |
Operations management |
Financial management |
Appliance repair and maintenance |
Budget management |
Inventory metrics |
11‑1021.92 |
General Manager |
Business strategy |
Pipeline planning |
Customer demand planning |
Leadership and management |
Financial management |
11‑2021.91 |
Marketing Manager |
General marketing |
Media strategy and planning |
Marketing strategy |
Online marketing |
Pardot |
11‑2021.92 |
Product Manager |
Product management |
Product development |
Data science |
Software development principles |
Cloud solutions |
11‑2022.00 |
Business Development / Sales Manager |
Sales management |
Customer retention analysis |
Business strategy |
Vantive |
Data services industry knowledge |
11‑2031.91 |
Communications / Public Relations Manager |
Business communications |
Public relations |
Social media tools |
Social media |
Journalism |
11‑3011.92 |
Administrative Manager |
Business management |
Finance |
Business strategy |
Process mapping tools |
Procurement principles |
11‑3031.00 |
Financial Manager |
Finance |
Corporate accounting |
Financial reporting |
Financial analysis |
General accounting |
11‑3031.01 |
Treasurer / Controller |
General accounting |
Corporate accounting |
Financial analysis |
Cost accounting |
Financial accounting |
11‑3031.93 |
Banking Branch Manager |
Sales management |
Data services industry knowledge |
Inside sales |
Financial advisement |
Banking industry knowledge |
11‑3121.92 |
Human Resources Manager |
Human resource management systems |
Employee relations |
Payroll |
Recruitment |
Human resources systems |
11‑9021.00 |
Construction Manager |
Construction management |
Roofing |
Construction inspection |
Civil and architectural engineering |
Road and bridge construction |
11‑9033.00 |
College / University Administrator |
Conservation science |
Higher education |
Social media |
Instructional and curriculum design |
Online communications |
11‑9041.00 |
Engineering Manager |
Engineering management |
Engineering practices |
Project management |
Industrial engineering |
Mechanical engineering |
11‑9051.00 |
Restaurant / Food Service Manager |
Food and beverage industry knowledge |
Food and beverage service |
Customer service status reports |
Fine dining experience |
Store management |
11‑9111.00 |
Healthcare Administrator |
Medical support |
Basic patient care |
Healthcare procedure and regulation |
Oncology |
Gastroenterology |
11‑9141.91 |
Property / Real Estate / Community Manager |
Property management |
Real estate and rental |
Real estate industry knowledge |
Financial efficiency |
Management industry knowledge |
11‑9199.00 |
Program Manager |
Program management |
Business strategy |
Financial management |
Project management |
Presentation skills |
13‑1021.00 |
Buyer / Purchasing Agent |
Wholesale buying |
Procurement |
Supply chain management |
Supplier relationship management |
Supply chain planning |
13‑1051.00 |
Estimator |
Estimating |
Construction management |
Project management software |
Performance bonds |
Construction industry knowledge |
13‑1071.91 |
Recruiter |
Recruitment |
Human resource management systems |
Human resources software |
Human resources industry knowledge |
Sourcing best practices |
13‑1071.92 |
Human Resources / Labour Relations Specialist |
Human resource management systems |
Pagerduty |
SAP successfactors |
Sourcing technologies |
Payroll services industry knowledge |
13‑1111.00 |
Business / Management Analyst |
Business consulting |
Business intelligence |
Financial regulations |
Financial services industry knowledge |
Business process and analysis |
13‑1121.00 |
Event Planner |
Event planning and management |
Urban planning |
Entertainment industry knowledge |
Fundraising |
Media strategy and planning |
13‑1151.00 |
Training and Development Specialist |
Instructional and curriculum design |
Training programs |
Web content |
Learning management systems |
Multimedia |
13‑1161.00 |
Marketing Specialist |
General marketing |
Online marketing |
Online advertising |
Seo copywriting |
Marketing strategy |
13‑2011.02 |
Auditor |
Auditing |
Financial risk management |
Financial reporting |
Financial accounting |
Corporate accounting |
13‑2011.93 |
Accountant |
General accounting |
Cash flow reporting |
Financial reporting |
Specialised accounting |
Accounts payable and receivable |
13‑2011.94 |
Account Manager / Representative |
Account management |
Inside sales |
Technical sales |
Order tracking in SAP |
Data services industry knowledge |
13‑2051.00 |
Financial Analyst |
Financial analysis |
General accounting |
Financial reporting |
Corporate accounting |
Ad hoc analysis and reporting |
13‑2052.00 |
Personal Financial Advisor |
Financial advisement |
Investment management |
Carbon accounting |
Financial services industry knowledge |
Process mapping tools |
13‑2072.00 |
Loan Officer |
Mortgage lending |
Banking industry knowledge |
Underwriting |
Commercial lending |
General lending |
15‑1121.00 |
Systems Analyst |
IT management |
Extensible languages |
System design and implementation |
SQL databases and programming |
Software development methodologies |
15‑1122.00 |
Cyber / Information Security Engineer / Analyst |
Cybersecurity |
Information security |
Government clearance and security standards |
Nist cybersecurity framework |
Open web application security project owasp |
15‑1131.00 |
Software Developer / Engineer |
Software development principles |
No SQL databases |
Java |
Programming principles |
Typescript |
15‑1131.91 |
Computer Programmer |
Java |
C and c++ |
Object relational mapping orm |
Nginx |
Integrated development environments ides |
15‑1133.00 |
Computer Systems Engineer / Architect |
System design and implementation |
Software development principles |
Software development methodologies |
Network protocols |
Firmware |
15‑1134.92 |
Web Developer |
Web development |
Javascript and jquery |
It automation |
No SQL databases |
Typescript |
15‑1134.93 |
UI / UX Designer / Developer |
User research |
User interface and user experience ui ux design |
Design thinking |
Typescript |
Telerik mobile app development platform |
15‑1141.00 |
Database Administrator |
Data warehousing |
SQL databases and programming |
Scripting |
Data dictionary system |
Unix platforms |
15‑1142.00 |
Network / Systems Administrator |
Network protocols |
Network configuration |
General networking |
Systems administration |
Virtual machines vm |
15‑1151.00 |
Computer Support Specialist |
Network configuration |
Operating systems |
Network protocols |
Help desk support |
Hands on desktop fixes |
15‑1199.01 |
Software QA Engineer / Tester |
Software quality assurance |
Test automation |
Software development principles |
Java |
Programming principles |
15‑1199.02 |
Network Engineer / Architect |
It management |
General networking |
Microsoft certified professional azure |
It automation |
Distributed computing |
15‑1199.09 |
Project Manager |
Project management software |
Project management |
Financial management |
Budget management |
Contract management |
15‑1199.91 |
Data / Data Mining Analyst |
SQL databases and programming |
Microsoft power bi |
Data visualisation |
Extraction |
Data mining |
15‑1199.93 |
Business Intelligence Analyst |
Business intelligence |
SQL databases and programming |
Microsoft power BI |
Data warehousing |
SAP |
15‑1199.95 |
IT Project Manager |
Software development methodologies |
IT management |
Software development principles |
Software quality assurance |
Waterfall development process |
17‑2051.00 |
Civil Engineer |
Civil and architectural engineering |
Engineering software |
Drafting and engineering design |
Structural steel design |
Geotechnical engineering |
17‑2071.00 |
Electrical Engineer |
Electrical and computer engineering |
Electrical power |
Electrical construction |
Engineering software |
Mechanical engineering |
17‑2141.00 |
Mechanical Engineer |
Mechanical engineering |
Industrial engineering |
Engineering practices |
Solidworks |
Electrical and computer engineering |
17‑3023.00 |
Electrical and Electronics Technician |
Electrical construction |
Schematic diagrams |
Electronics industry knowledge |
Electrical and computer engineering |
Electrical power |
17‑3027.00 |
Industrial / Mechanical Engineering Technician |
Basic electrical systems |
Schematic diagrams |
Electrical construction |
Equipment repair and maintenance |
Preventive maintenance |
21‑1014.00 |
Mental Health / Behavioural Counselor |
Mental health therapies |
Social work |
Mental and behavioural health specialties |
Advanced patient care |
Cognitive behavioural therapy |
21‑1021.00 |
Family / School / General Social Worker |
Social work |
Social services industry knowledge |
Mental health therapies |
Child development |
Advanced patient care |
23‑1011.00 |
Attorney |
Litigation |
Legal research |
Legal databases |
Litigation support software |
Mergers and acquisitions |
23‑2011.00 |
Paralegal / Legal Assistant |
Litigation |
Dictation |
Will preparation |
Legal document proofreading |
Legal and law enforcement industry knowledge |
25‑1199.91 |
College Professor / Instructor |
Instructional and curriculum design |
Education administration |
Teaching |
Learning management systems |
Economic development |
25‑2011.00 |
Preschool / Childcare Teacher |
Childhood education and development |
Childcare |
Child development |
Child CPR |
Changing diapers |
25‑2021.00 |
Elementary School Teacher |
Teaching |
Childcare |
Emergency and intensive care |
First aid |
Speech language pathology |
25‑4013.00 |
Researcher / Research Associate |
Research methodology |
Research |
Drug design |
Data analysis |
Molecular cloning |
27‑1024.00 |
Graphic Designer / Desktop Publisher |
Graphic and visual design |
Art and illustration |
Graphic and visual design software |
Web design |
Creative design |
27‑1026.92 |
Merchandiser / Ad Set Associate |
Merchandising |
Retail industry knowledge |
Store management |
Personal care industry knowledge |
Retail store operations |
27‑3031.94 |
Public Relations / Communications Specialist |
Public relations |
Business communications |
General marketing |
Journalism |
Social media tools |
29‑1051.00 |
Pharmacist / Pharmacy Director |
Pharmacy |
Prescription compounding |
Intake co‑ordination |
Prescription filing |
Basic patient care |
29‑1062.00 |
Physician |
Obstetrics and gynecology obgyn |
Neurology |
Surgery |
Pediatrics |
General medicine |
29‑1141.00 |
Registered Nurse |
Pediatrics |
Medical support |
Basic patient care |
Advanced patient care |
Central lines |
29‑2012.00 |
Laboratory Technician |
Laboratory research |
Blood collection |
Specimen processing |
Chemical analysis |
Cerebrospinal fluid analysis |
29‑2052.00 |
Pharmacy Technician |
Prescription compounding |
Pharmacy |
Benzodiazepines |
Blister packaging |
Pharmaceuticals labeling |
29‑2061.00 |
Licensed Practical / Vocational Nurse |
Pediatrics |
Advanced patient care |
Medical support |
Geriatrics |
Patient education and support |
29‑9012.00 |
Safety Specialist / Co‑ordinator |
Occupational hygiene |
Hazard identification |
Occupational health and safety |
Hazardous waste management |
Emergency response planning |
31‑1011.00 |
Home Health Aide |
Basic living activities support |
Healthy meal preparation |
Geriatrics |
Mental health diseases and disorders |
Medical support |
31‑1015.00 |
Patient Transporter |
Medical support |
Influenza immunisation |
Patient physical measurements |
Prevention of unauthorised entry |
Tuberculosis skin test |
31‑9095.00 |
Pharmacy Aide |
Pharmacy |
Drug storage |
Pharmaceuticals labeling |
Prescription compounding |
Blister packaging |
33‑1099.00 |
Loss Prevention / Asset Protection Specialist |
Loss prevention |
Physical security |
Law enforcement and criminal justice |
Government clearance and security standards |
Internet security |
33‑9032.00 |
Security Officer |
Physical security |
Internet security |
Transportation security |
Prevention of unauthorised entry |
Communications industry security |
35‑1011.00 |
Chef |
Allergies |
Food and beverage service |
Fine dining experience |
Food allergy |
Hospitality and leisure industry knowledge |
35‑1012.00 |
Restaurant / Food Service Supervisor |
Food and beverage service |
Manometers |
Staff relations |
Generator installation |
Insulating materials |
35‑2011.00 |
Cook |
Food and beverage service |
Allergies |
Thai |
Food and beverage industry knowledge |
Fine dining experience |
35‑2021.00 |
Kitchen Staff |
Food and beverage service |
Food and beverage industry knowledge |
Work area maintenance |
Allergies |
Thai |
35‑3011.00 |
Bartender |
Food and beverage service |
Fine dining experience |
Food and beverage industry knowledge |
Cash register operation |
Hospitality and leisure industry knowledge |
35‑3021.00 |
Food Service Team Member |
Food and beverage service |
Food and beverage industry knowledge |
Work area maintenance |
Process mapping tools |
Retail store operations |
35‑3031.00 |
Waiter / Waitress |
Bill preparation |
Food and beverage industry knowledge |
Fine dining experience |
Allergic reaction |
Hospitality and leisure industry knowledge |
35‑9021.00 |
Dishwasher |
Food and beverage service |
Food and beverage industry knowledge |
Work area maintenance |
Power hoists |
Thai |
35‑9031.00 |
Host / Hostess |
Bill preparation |
Fine dining experience |
Hospitality and leisure industry knowledge |
Wideorbit automation |
Macromedia lingo |
37‑2011.00 |
Janitor / Cleaner |
Furniture moving |
Housekeeping |
Infection control protocol |
Cleaning |
Pressure washers |
37‑2012.00 |
Maid / Housekeeping Staff |
Housekeeping |
Furniture moving |
Process mapping tools |
Food and beverage service |
Cleaning |
37‑3011.00 |
Landscaping / Groundskeeping Worker |
Landscaping and yard care |
Oral irrigation |
Skid steer loader |
Grass cutting |
Rototillers |
39‑5012.00 |
Barber / Hair Stylist / Cosmetologist |
Personal care |
Cosmetics industry knowledge |
Skin conditions |
Joint conditions |
Retail store operations |
39‑9011.01 |
Nanny / Babysitter |
Childcare |
Child development |
Childhood education and development |
Changing diapers |
Down syndrome |
39‑9021.00 |
Caregiver / Personal Care Aide |
Basic living activities support |
Geriatrics |
Housekeeping |
Mental health diseases and disorders |
Healthy meal preparation |
39‑9031.00 |
Personal Trainer / Fitness Instructor |
Exercise training |
Emergency and intensive care |
Coaching and athletic training |
Calendar software |
Osteoarthritis |
39‑9032.00 |
Recreation / Activities Worker |
Child development |
Childhood education and development |
Program management |
Archery |
Music |
41‑1011.00 |
Retail Store Manager / Supervisor |
Store management |
Merchandising |
Retail industry knowledge |
Retail store operations |
Retail sales |
41‑1012.00 |
Sales Supervisor |
General sales |
Account management |
Sales management |
Company product and service knowledge |
Prospecting and qualification |
41‑2011.00 |
Cashier |
Cash register operation |
Merchandising |
Retail industry knowledge |
Payment processing and collection |
Customer service status reports |
41‑2022.00 |
Parts Specialist / Salesperson |
Ingres openroad |
Inventory management |
Sales analysis |
Receiving functions |
Automotive repair industry knowledge |
41‑2031.00 |
Retail Sales Associate |
Retail sales |
General sales practices |
Retail industry knowledge |
Retail store operations |
General sales |
41‑3021.00 |
Insurance Sales Agent |
Insurance sales |
Underwriting |
Property and casualty insurance sales |
Small business service |
Mortgage lending |
41‑3031.00 |
Financial Services Sales Agent |
Banking services |
Financial advisement |
Segregated funds |
Financial lending industry knowledge |
Financial services industry knowledge |
41‑4011.00 |
Sales Representative |
General sales |
Specialised sales |
Inside sales |
Marketing software |
B2b advertising |
41‑4011.92 |
Technical Sales Representative |
Technical sales |
Technical demonstrations |
Inside sales |
Prospecting and qualification |
Solution sales engineering |
41‑9011.00 |
Product Demonstrator |
Brand management |
Brand loyalty |
Audio board |
Equipment implementation |
Macromedia lingo |
41‑9021.00 |
Real Estate Agent / Broker |
Real estate and rental |
Property management |
Real estate industry knowledge |
Due diligence |
Vanity installation |
41‑9099.91 |
Sales Assistant |
Inside sales |
General sales |
Company product and service knowledge |
General sales practices |
Order management |
43‑1011.91 |
Office Manager |
Office management |
General accounting |
Ad hoc analysis and reporting |
Business management |
Performance management |
43‑1011.92 |
Customer Service Manager |
Clarizen |
Account management |
Data services industry knowledge |
Business to business b2b sales |
General sales |
43‑3031.00 |
Bookkeeper / Accounting Clerk |
Accounts payable and receivable |
General accounting |
Simply accounting |
Accounting and finance software |
Office management |
43‑3051.00 |
Payroll Specialist |
Payroll |
Deductions |
Human resource management systems |
Ultipro |
Canadian payroll |
43‑4051.00 |
Customer Service Representative |
Inside sales |
Customer service status reports |
Credit debit card processing |
Monitoring road conditions |
Service failure reporting |
43‑4081.00 |
Hotel Desk Clerk |
Hospitality and leisure industry knowledge |
Telephone skills |
Office management |
Cash register operation |
Active alpha generation |
43‑4171.00 |
Receptionist |
Administrative support |
Office management |
Telephone skills |
Payment processing and collection |
Alternative distribution channels |
43‑5031.00 |
Dispatcher |
Monitoring road conditions |
Radio frequency equipment |
Order tracking in SAP |
Ground transportation industry knowledge |
Emergency services |
43‑5061.00 |
Scheduler / Operations Co‑ordinator |
Logistics |
Supply chain management |
Project management software |
Transportation operations management |
Supply chain planning |
43‑5071.00 |
Shipping / Receiving Clerk |
General shipping and receiving |
Stock counting |
Warehouse management |
Purchase order reconciliation |
Material handling |
43‑5081.00 |
Inventory Associate |
General shipping and receiving |
Material handling |
Inventory management |
Warehouse management |
Centura |
43‑5081.01 |
Stocking Clerk / Sales Floor Support |
Merchandising |
Store management |
Shrinkage management |
Inventory management |
Customer service status reports |
43‑5081.04 |
Order Processor / Order Entry Clerk |
Order management |
General shipping and receiving |
Material handling |
E commerce |
Stock counting |
43‑6011.91 |
Executive Assistant |
Myob |
Organizing office supplies |
Filing pleadings |
Legal document editing |
Fixed asset register |
43‑6011.92 |
Account Executive |
Account management |
Business to business b2b sales |
Solution sales engineering |
General sales |
Marketing software |
43‑6013.00 |
Medical Secretary |
Medical records |
Basic patient care |
Office management |
Patient reception |
Treatment room preparation |
43‑6014.00 |
Office / Administrative Assistant |
Administrative support |
Office management |
Myob |
Typing |
Organizing office supplies |
43‑9021.00 |
Data Entry Clerk |
Typing |
Health records |
General administrative and clerical tasks |
Office machines |
Organizing office supplies |
43‑9051.00 |
Postal Service / Mail Room Worker |
Postal services industry knowledge |
Accounting and finance software |
Fault codes |
Outside sales |
Benzodiazepines |
45‑2092.00 |
Farm / Nursery / Greenhouse Worker |
Disease detection |
Agronomy and farming |
Tillage |
Manure spreaders |
Planting drills |
47‑1011.00 |
Construction Foreman |
Construction management |
Road and bridge construction |
Skid steer loader |
Road construction |
Pneumatic hammers |
47‑2031.00 |
Carpenter |
Carpentry |
Window and door installation |
Construction carpentry |
Deck building |
Shingle replacement |
47‑2061.00 |
Construction Helper / Worker |
Construction labour |
Road and bridge construction |
Construction management |
Roofing |
Road construction |
47‑2111.00 |
Electrician |
Industrial electrical experience |
Basic electrical systems |
Electrical construction |
Electrical power |
Conduits |
47‑2141.00 |
Painter |
Construction painting |
Brush painting |
Painting |
Painting art |
Automotive painting |
49‑1011.00 |
Maintenance / Service Supervisor |
Facility management and maintenance |
Estimating |
Lean manufacturing |
Repair |
Preventive maintenance |
49‑3021.00 |
Auto Body Technician |
Automotive painting |
Body panel repair |
Frame straightening |
Machine tending |
Vehicle repair and maintenance |
49‑3023.00 |
Automotive Service Technician / Mechanic |
Automotive repair industry knowledge |
Vehicle repair and maintenance |
Frame straightening |
Mining services |
Automotive industry knowledge |
49‑3031.00 |
Diesel Mechanic |
Vehicle repair and maintenance |
Frame straightening |
Automotive repair industry knowledge |
Ground transportation industry knowledge |
Headlight replacement |
49‑3042.00 |
Heavy Equipment Mechanic |
Heavy equipment |
Lubrication systems |
Repair |
Equipment repair and maintenance |
Automotive repair industry knowledge |
49‑9021.00 |
HVAC Mechanic / Installer |
Hvac |
Electrical construction |
Ventilation |
Plumbing |
Insulation |
49‑9041.00 |
Industrial Mechanic |
Industrial engineering industry knowledge |
Repair |
Industrial electrical experience |
Machinery |
Material handling |
49‑9044.00 |
Millwright |
Welding |
Industrial electrical experience |
Machine tools |
Gear alignment |
Preventive maintenance |
49‑9071.91 |
Building and General Maintenance Technician |
Plumbing |
Facility management and maintenance |
Landscaping and yard care |
Drywall |
Equipment repair and maintenance |
49‑9099.00 |
Repair / Service Technician |
Equipment repair and maintenance |
Repair |
Printer repair |
Plumbing |
Basic electrical systems |
51‑1011.91 |
Production Supervisor |
Lean manufacturing |
Manufacturing processes |
Trucking operations |
Pollution control systems |
Inspecting freight cars |
51‑1011.92 |
Production Plant Manager |
Manufacturing processes |
Manufacturing and production industry knowledge |
Operations management |
Lean manufacturing |
Radial drills |
51‑3011.00 |
Baker |
Allergies |
Food and beverage service |
Viscera |
Work area maintenance |
Thai |
51‑3021.00 |
Butcher / Meat Cutter |
Viscera |
Retail store operations |
Food and beverage service |
Work area maintenance |
Shrinkage management |
51‑4041.00 |
Machinist |
Machine tools |
Computer aided manufacturing |
Sawing machines |
Radial drills |
Powermill |
51‑4121.00 |
Welder / Solderer |
Welding blueprints |
Flame cutting equipment |
Industrial welding |
Welding |
Brazing and soldering |
51‑9012.92 |
Manufacturing Machine Operator |
Machine tools |
Sawing machines |
Hand tools |
Oil drilling |
Metal fabrication |
51‑9061.00 |
Quality Inspector / Technician |
Quality assurance and control |
Manufacturing standards |
Packaging procedures |
Plastics material industry knowledge |
Sensory analysis |
51‑9199.00 |
Production Worker |
Hand tools |
Machine tools |
Machine tending |
Machine setting |
Jigsaws |
53‑3021.00 |
Bus Driver |
Transportation operations |
Accident procedures |
Streetcars |
Bus safety |
Vehicle repair and maintenance |
53‑3031.00 |
Sales Delivery Driver |
Product delivery |
Transportation industry knowledge |
Transportation operations |
Material handling |
Household appliances industry knowledge |
53‑3032.00 |
Tractor-Trailer Truck Driver |
Transportation operations |
Load security |
Product delivery |
Weigh station |
Heavy hauling |
53‑3033.00 |
Light Truck Delivery Driver |
Transportation operations |
Product delivery |
Heavy hauling |
Heavy equipment |
Load security |
53‑7051.00 |
Forklift / Pallet Jack Operator |
Material handling |
General shipping and receiving |
Hand tools |
Machinery |
Warehouse management |
53‑7062.00 |
Labourer / Warehouse Worker |
Material handling |
Purchase order reconciliation |
Machinery |
Rf scan gun |
Warehouse management |
53‑7064.00 |
Packager |
Material handling |
General shipping and receiving |
Purchase order reconciliation |
Stock counting |
Metal fabrication |
Note: Skills in the table’s columns are ordered by their relevance for the occupation at hand. Skill relevance score are inferred by applying natural language processing (NLP) algorithms to the analysis of online job postings for Canada. The ranking is based on the cosine similarity between each skill keyword vector representation and the vector representation of the occupation.
Source: OECD calculations based on Lightcast data.
Canada, 2015‑2022
Occupation code |
Occupation title |
1st most likely requirement |
2nd most likely requirement |
3rd most likely requirement |
Percentage N/A |
---|---|---|---|---|---|
43‑6011.92 |
Account Executive |
Bachelor’s |
Higher Secondary Certificate |
Bachelor of Science |
64.4% |
13‑2011.94 |
Account Manager / Representative |
Bachelor’s |
Higher Secondary Certificate |
Bachelor of Science |
59.1% |
13‑2011.93 |
Accountant |
Bachelor’s |
Chartered Accountant |
Bachelor’s in Accounting |
65.8% |
11‑3011.92 |
Administrative Manager |
Bachelor’s |
Associate’s |
Higher Secondary Certificate |
64.5% |
23‑1011.00 |
Attorney |
Juris Doctor |
Doctorate |
Master of Business Administration |
79.8% |
13‑2011.02 |
Auditor |
Bachelor’s |
Chartered Accountant |
Bachelor’s in Computer Science |
58.8% |
49‑3021.00 |
Auto Body Technician |
Higher Secondary Certificate |
High School Equivalency |
Secondary |
88.9% |
49‑3023.00 |
Automotive Service Technician / Mechanic |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
81.4% |
51‑3011.00 |
Baker |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
87.4% |
11‑3031.93 |
Banking Branch Manager |
Bachelor’s |
Higher Secondary Certificate |
Bachelor of Arts |
58.5% |
39‑5012.00 |
Barber / Hair Stylist / Cosmetologist |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
91.8% |
35‑3011.00 |
Bartender |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
90.2% |
43‑3031.00 |
Bookkeeper / Accounting Clerk |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
69.8% |
49‑9071.91 |
Building and General Maintenance Technician |
Higher Secondary Certificate |
High School Equivalency |
Associate’s |
75.2% |
53‑3021.00 |
Bus Driver |
Higher Secondary Certificate |
Secondary |
Juris Doctor |
95.1% |
13‑1111.00 |
Business / Management Analyst |
Bachelor’s |
Bachelor of Arts |
Bachelor’s in Computer Science |
52.2% |
11‑2022.00 |
Business Development / Sales Manager |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
52.1% |
15‑1199.93 |
Business Intelligence Analyst |
Bachelor’s |
Bachelor’s in Computer Science |
Bachelor of Arts |
45.4% |
51‑3021.00 |
Butcher / Meat Cutter |
Higher Secondary Certificate |
High School Equivalency |
Secondary |
90.7% |
13‑1021.00 |
Buyer / Purchasing Agent |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
63.8% |
39‑9021.00 |
Caregiver / Personal Care Aide |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
73.5% |
47‑2031.00 |
Carpenter |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
86.6% |
41‑2011.00 |
Cashier |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
88.3% |
35‑1011.00 |
Chef |
Higher Secondary Certificate |
Associate’s |
Bachelor’s |
82.6% |
17‑2051.00 |
Civil Engineer |
Bachelor’s |
Bachelor of Science |
Master’s |
44.2% |
11‑9033.00 |
College / University Administrator |
Bachelor’s |
Master’s |
Graduate Degree |
56.2% |
25‑1199.91 |
College Professor / Instructor |
Doctor of Philosophy |
Bachelor’s |
Master’s |
40.2% |
11‑2031.91 |
Communications / Public Relations Manager |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
49.2% |
15‑1131.91 |
Computer Programmer |
Bachelor’s |
Bachelor’s in Computer Science |
Higher Secondary Certificate |
64.2% |
15‑1151.00 |
Computer Support Specialist |
Bachelor’s |
Bachelor’s in Computer Science |
Higher Secondary Certificate |
66.7% |
15‑1133.00 |
Computer Systems Engineer / Architect |
Bachelor’s |
Bachelor’s in Computer Science |
Bachelor of Science |
46.3% |
47‑1011.00 |
Construction Foreman |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
76.2% |
47‑2061.00 |
Construction Helper / Worker |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
87.6% |
11‑9021.00 |
Construction Manager |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
66.6% |
35‑2011.00 |
Cook |
Higher Secondary Certificate |
High School Equivalency |
Associate’s |
83.0% |
43‑1011.92 |
Customer Service Manager |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
66.6% |
43‑4051.00 |
Customer Service Representative |
Higher Secondary Certificate |
Bachelor’s |
High School Equivalency |
70.5% |
15‑1122.00 |
Cyber / Information Security Engineer / Analyst |
Bachelor’s |
Bachelor’s in Computer Science |
Higher Secondary Certificate |
48.0% |
15‑1199.91 |
Data / Data Mining Analyst |
Bachelor’s |
Bachelor’s in Computer Science |
Master’s |
46.4% |
43‑9021.00 |
Data Entry Clerk |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
76.5% |
15‑1141.00 |
Database Administrator |
Bachelor’s |
Bachelor’s in Computer Science |
Higher Secondary Certificate |
59.9% |
49‑3031.00 |
Diesel Mechanic |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
83.4% |
35‑9021.00 |
Dishwasher |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
92.4% |
43‑5031.00 |
Dispatcher |
Higher Secondary Certificate |
Bachelor’s |
Master’s |
72.5% |
17‑3023.00 |
Electrical and Electronics Technician |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
75.6% |
17‑2071.00 |
Electrical Engineer |
Bachelor’s |
Bachelor of Science |
Master’s |
48.9% |
47‑2111.00 |
Electrician |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
82.4% |
25‑2021.00 |
Elementary School Teacher |
Bachelor’s |
Bachelor’s in Education |
Master’s |
76.4% |
11‑9041.00 |
Engineering Manager |
Bachelor’s |
Bachelor of Science |
Bachelor’s in Computer Science |
50.0% |
13‑1051.00 |
Estimator |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
70.7% |
13‑1121.00 |
Event Planner |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
65.5% |
43‑6011.91 |
Executive Assistant |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
74.0% |
21‑1021.00 |
Family / School / General Social Worker |
Bachelor’s |
Master’s |
Master of Social Work |
50.5% |
45‑2092.00 |
Farm / Nursery / Greenhouse Worker |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
93.0% |
13‑2051.00 |
Financial Analyst |
Bachelor’s |
Master of Business Administration |
Bachelor’s in Business |
46.1% |
11‑3031.00 |
Financial Manager |
Bachelor’s |
Master of Business Administration |
Higher Secondary Certificate |
56.3% |
41‑3031.00 |
Financial Services Sales Agent |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
76.5% |
35‑3021.00 |
Food Service Team Member |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
86.1% |
53‑7051.00 |
Forklift / Pallet Jack Operator |
Higher Secondary Certificate |
High School Equivalency |
Bachelor of Arts |
81.7% |
11‑1021.92 |
General Manager |
Bachelor’s |
Higher Secondary Certificate |
Master’s |
52.3% |
27‑1024.00 |
Graphic Designer / Desktop Publisher |
Bachelor’s |
Associate’s |
Higher Secondary Certificate |
69.5% |
11‑9111.00 |
Healthcare Administrator |
Bachelor’s |
Master’s |
Bachelor of Science |
44.6% |
49‑3042.00 |
Heavy Equipment Mechanic |
Higher Secondary Certificate |
Associate’s |
General Equivalency Degree |
82.2% |
31‑1011.00 |
Home Health Aide |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
85.7% |
35‑9031.00 |
Host / Hostess |
Higher Secondary Certificate |
High School Equivalency |
Juris Doctor |
89.8% |
43‑4081.00 |
Hotel Desk Clerk |
Higher Secondary Certificate |
Associate’s |
Bachelor’s |
74.0% |
13‑1071.92 |
Human Resources / Labour Relations Specialist |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
53.4% |
11‑3121.92 |
Human Resources Manager |
Bachelor’s |
Associate’s |
Higher Secondary Certificate |
48.1% |
49‑9021.00 |
HVAC Mechanic / Installer |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
78.4% |
17‑3027.00 |
Industrial / Mechanical Engineering Technician |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
74.9% |
49‑9041.00 |
Industrial Mechanic |
Higher Secondary Certificate |
Associate’s |
Master of Science |
88.4% |
41‑3021.00 |
Insurance Sales Agent |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
72.8% |
43‑5081.00 |
Inventory Associate |
Higher Secondary Certificate |
High School Equivalency |
Bachelor’s |
72.4% |
15‑1199.95 |
IT Project Manager |
Bachelor’s |
Bachelor’s in Computer Science |
Master’s |
48.2% |
37‑2011.00 |
Janitor / Cleaner |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
85.2% |
35‑2021.00 |
Kitchen Staff |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
89.8% |
29‑2012.00 |
Laboratory Technician |
Higher Secondary Certificate |
Bachelor’s |
Bachelor of Science |
63.5% |
53‑7062.00 |
Labourer / Warehouse Worker |
Higher Secondary Certificate |
High School Equivalency |
Associate’s |
75.6% |
37‑3011.00 |
Landscaping / Groundskeeping Worker |
Higher Secondary Certificate |
High School Equivalency |
Associate’s |
86.6% |
29‑2061.00 |
Licensed Practical / Vocational Nurse |
Associate’s |
Higher Secondary Certificate |
High School Equivalency |
91.1% |
53‑3033.00 |
Light Truck Delivery Driver |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
83.3% |
13‑2072.00 |
Loan Officer |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
78.1% |
33‑1099.00 |
Loss Prevention / Asset Protection Specialist |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
63.5% |
51‑4041.00 |
Machinist |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
81.0% |
37‑2012.00 |
Maid / Housekeeping Staff |
Higher Secondary Certificate |
High School Equivalency |
Master’s |
89.5% |
49‑1011.00 |
Maintenance / Service Supervisor |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
69.7% |
51‑9012.92 |
Manufacturing Machine Operator |
Higher Secondary Certificate |
High School Equivalency |
Bachelor’s |
75.7% |
11‑2021.91 |
Marketing Manager |
Bachelor’s |
Associate’s |
Higher Secondary Certificate |
46.9% |
13‑1161.00 |
Marketing Specialist |
Bachelor’s |
Associate’s |
Bachelor of Science |
61.4% |
17‑2141.00 |
Mechanical Engineer |
Bachelor’s |
Bachelor of Science |
Master’s |
50.1% |
43‑6013.00 |
Medical Secretary |
Higher Secondary Certificate |
Associate’s |
Bachelor’s |
73.4% |
21‑1014.00 |
Mental Health / Behavioural Counselor |
Bachelor’s |
Master’s |
Higher Secondary Certificate |
40.9% |
27‑1026.92 |
Merchandiser / Ad Set Associate |
Higher Secondary Certificate |
Bachelor’s |
High School Equivalency |
69.6% |
49‑9044.00 |
Millwright |
Higher Secondary Certificate |
Associate’s |
General Equivalency Degree |
82.8% |
39‑9011.01 |
Nanny / Babysitter |
Higher Secondary Certificate |
Associate’s |
Bachelor of Arts |
90.4% |
15‑1142.00 |
Network / Systems Administrator |
Bachelor’s |
Bachelor’s in Computer Science |
Associate’s |
63.4% |
15‑1199.02 |
Network Engineer / Architect |
Bachelor’s |
Bachelor’s in Computer Science |
Bachelor of Science |
52.6% |
43‑6014.00 |
Office / Administrative Assistant |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
72.6% |
43‑1011.91 |
Office Manager |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
59.5% |
11‑1021.91 |
Operations Manager / Supervisor |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
54.8% |
43‑5081.04 |
Order Processor / Order Entry Clerk |
Higher Secondary Certificate |
Bachelor’s |
High School Equivalency |
80.7% |
53‑7064.00 |
Packager |
Higher Secondary Certificate |
High School Equivalency |
Associate’s |
79.3% |
47‑2141.00 |
Painter |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
87.2% |
23‑2011.00 |
Paralegal / Legal Assistant |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
85.5% |
41‑2022.00 |
Parts Specialist / Salesperson |
Higher Secondary Certificate |
Associate’s |
Bachelor’s |
83.1% |
31‑1015.00 |
Patient Transporter |
Higher Secondary Certificate |
Secondary |
Secondary |
98.5% |
43‑3051.00 |
Payroll Specialist |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
77.8% |
13‑2052.00 |
Personal Financial Advisor |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
76.5% |
39‑9031.00 |
Personal Trainer / Fitness Instructor |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
57.8% |
29‑1051.00 |
Pharmacist / Pharmacy Director |
Doctor Of Pharmacy |
Master’s |
Doctorate |
97.2% |
31‑9095.00 |
Pharmacy Aide |
Higher Secondary Certificate |
High School Equivalency |
Secondary |
86.3% |
29‑2052.00 |
Pharmacy Technician |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
92.3% |
29‑1062.00 |
Physician |
Doctorate |
Doctor of Medicine |
Doctor of Philosophy |
85.9% |
43‑9051.00 |
Postal Service / Mail Room Worker |
Higher Secondary Certificate |
Bachelor’s |
Master of Business Administration |
57.4% |
25‑2011.00 |
Preschool / Childcare Teacher |
Associate’s |
Bachelor’s |
Higher Secondary Certificate |
76.0% |
41‑9011.00 |
Product Demonstrator |
Higher Secondary Certificate |
Bachelor’s |
Bachelor of Arts |
75.6% |
11‑2021.92 |
Product Manager |
Bachelor’s |
Bachelor’s in Computer Science |
Bachelor of Science |
40.1% |
51‑1011.92 |
Production Plant Manager |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
58.0% |
51‑1011.91 |
Production Supervisor |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
66.5% |
51‑9199.00 |
Production Worker |
Higher Secondary Certificate |
High School Equivalency |
Bachelor’s |
77.1% |
11‑9199.00 |
Program Manager |
Bachelor’s |
Master’s |
Bachelor’s in Computer Science |
44.9% |
15‑1199.09 |
Project Manager |
Bachelor’s |
Higher Secondary Certificate |
Bachelor’s in Computer Science |
55.1% |
11‑9141.91 |
Property / Real Estate / Community Manager |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
70.9% |
27‑3031.94 |
Public Relations / Communications Specialist |
Bachelor’s |
Associate’s |
Master’s |
59.1% |
51‑9061.00 |
Quality Inspector / Technician |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
50.2% |
41‑9021.00 |
Real Estate Agent / Broker |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
72.2% |
43‑4171.00 |
Receptionist |
Higher Secondary Certificate |
Associate’s |
Bachelor’s |
80.9% |
39‑9032.00 |
Recreation / Activities Worker |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
77.9% |
13‑1071.91 |
Recruiter |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
61.9% |
29‑1141.00 |
Registered Nurse |
Associate’s |
Bachelor’s |
Bachelor of Science |
48.0% |
49‑9099.00 |
Repair / Service Technician |
Higher Secondary Certificate |
Associate’s |
High School Equivalency |
78.0% |
25‑4013.00 |
Researcher / Research Associate |
Bachelor’s |
Master’s |
Doctor of Philosophy |
40.9% |
11‑9051.00 |
Restaurant / Food Service Manager |
Higher Secondary Certificate |
Associate’s |
Bachelor’s |
71.1% |
35‑1012.00 |
Restaurant / Food Service Supervisor |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
73.7% |
41‑2031.00 |
Retail Sales Associate |
Higher Secondary Certificate |
Bachelor’s |
High School Equivalency |
75.2% |
41‑1011.00 |
Retail Store Manager / Supervisor |
Higher Secondary Certificate |
Bachelor’s |
Associate’s |
69.3% |
29‑9012.00 |
Safety Specialist / Co‑ordinator |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
65.0% |
41‑9099.91 |
Sales Assistant |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
73.4% |
53‑3031.00 |
Sales Delivery Driver |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
85.8% |
41‑4011.00 |
Sales Representative |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
69.6% |
41‑1012.00 |
Sales Supervisor |
Bachelor’s |
Higher Secondary Certificate |
High School Equivalency |
67.5% |
43‑5061.00 |
Scheduler / Operations Co‑ordinator |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
68.4% |
33‑9032.00 |
Security Officer |
Higher Secondary Certificate |
Bachelor’s |
Bachelor of Science in Technology |
65.3% |
43‑5071.00 |
Shipping / Receiving Clerk |
Higher Secondary Certificate |
High School Equivalency |
Bachelor’s |
73.5% |
15‑1131.00 |
Software Developer / Engineer |
Bachelor’s |
Bachelor’s in Computer Science |
Bachelor of Science |
51.4% |
15‑1199.01 |
Software QA Engineer / Tester |
Bachelor’s |
Bachelor’s in Computer Science |
Bachelor of Science |
56.3% |
43‑5081.01 |
Stocking Clerk / Sales Floor Support |
Higher Secondary Certificate |
Associate’s |
Bachelor’s |
88.8% |
15‑1121.00 |
Systems Analyst |
Bachelor’s |
Bachelor’s in Computer Science |
Bachelor of Arts |
53.2% |
41‑4011.92 |
Technical Sales Representative |
Bachelor’s |
Higher Secondary Certificate |
Associate’s |
59.3% |
53‑3032.00 |
Tractor-Trailer Truck Driver |
Higher Secondary Certificate |
High School Equivalency |
Master’s |
85.6% |
13‑1151.00 |
Training and Development Specialist |
Bachelor’s |
Higher Secondary Certificate |
Master’s |
58.3% |
11‑3031.01 |
Treasurer / Controller |
Bachelor’s |
Master of Business Administration |
Bachelor of Science |
65.0% |
15‑1134.93 |
UI / UX Designer / Developer |
Bachelor’s |
Bachelor’s in Computer Science |
Bachelor of Science |
60.1% |
35‑3031.00 |
Waiter / Waitress |
Higher Secondary Certificate |
High School Equivalency |
General Equivalency Degree |
86.4% |
15‑1134.92 |
Web Developer |
Bachelor’s in Computer Science |
Bachelor’s |
Bachelor of Science |
62.7% |
51‑4121.00 |
Welder / Solderer |
Higher Secondary Certificate |
Associate’s |
Bachelor’s |
84.9% |
Source: OECD calculations based on Lightcast data.
Canada, 2015‑2022
Occupation code |
Occupation title |
CIP 1st |
CIP 2nd |
CIP 3rd |
Percentage N/A |
---|---|---|---|---|---|
11‑1021.91 |
Operations Manager / Supervisor |
52.0201 |
14.0101 |
52.0801 |
67.4% |
11‑1021.92 |
General Manager |
52.0201 |
14.0101 |
52.0801 |
50.7% |
11‑2021.91 |
Marketing Manager |
52.0201 |
52.1401 |
9.01 |
68.3% |
11‑2021.92 |
Product Manager |
52.0201 |
11.0701 |
14.0101 |
62.9% |
11‑2022.00 |
Business Development / Sales Manager |
52.0201 |
52.1401 |
14.0101 |
64.7% |
11‑2031.91 |
Communications / Public Relations Manager |
9.01 |
52.1401 |
9.09 |
77.5% |
11‑3011.92 |
Administrative Manager |
52.0201 |
44.0401 |
44.04 |
47.9% |
11‑3031.00 |
Financial Manager |
52.0201 |
52.0301 |
52.0801 |
39.7% |
11‑3031.01 |
Treasurer / Controller |
52.0301 |
52.0201 |
52.0801 |
63.6% |
11‑3031.93 |
Banking Branch Manager |
52.0201 |
52.0801 |
52.1401 |
37.7% |
11‑3121.92 |
Human Resources Manager |
52.1005 |
52.0201 |
52.1001 |
60.1% |
11‑9021.00 |
Construction Manager |
14.0101 |
52.2001 |
52.0201 |
70.8% |
11‑9033.00 |
College / University Administrator |
52.0201 |
52.1401 |
11.0701 |
72.6% |
11‑9041.00 |
Engineering Manager |
14.0101 |
14.1901 |
14.1001 |
46.0% |
11‑9051.00 |
Restaurant / Food Service Manager |
52.0201 |
52.0901 |
52.0905 |
57.8% |
11‑9111.00 |
Healthcare Administrator |
51.3808 |
52.0201 |
51 |
57.1% |
11‑9141.91 |
Property / Real Estate / Community Manager |
52.0201 |
52.0301 |
14.0101 |
51.6% |
11‑9199.00 |
Program Manager |
52.0201 |
14.0101 |
11.0701 |
86.0% |
13‑1021.00 |
Buyer / Purchasing Agent |
52.0201 |
52.0203 |
14.0101 |
53.2% |
13‑1051.00 |
Estimator |
14.0101 |
52.2001 |
52.0201 |
74.0% |
13‑1071.91 |
Recruiter |
52.1005 |
52.0201 |
52.1001 |
86.5% |
13‑1071.92 |
Human Resources / Labour Relations Specialist |
52.1005 |
52.0201 |
52.1001 |
63.8% |
13‑1111.00 |
Business / Management Analyst |
52.0201 |
11.0701 |
52.0801 |
47.2% |
13‑1121.00 |
Event Planner |
52.0201 |
52.1401 |
9.01 |
43.9% |
13‑1151.00 |
Training and Development Specialist |
52.0201 |
52.1005 |
13.0501 |
52.9% |
13‑1161.00 |
Marketing Specialist |
52.1401 |
52.0201 |
9.01 |
65.9% |
13‑2011.02 |
Auditor |
52.0301 |
52.0201 |
52.0801 |
61.6% |
13‑2011.93 |
Accountant |
52.0301 |
52.0201 |
52.0801 |
92.5% |
13‑2011.94 |
Account Manager / Representative |
52.0201 |
52.1401 |
14.0101 |
73.6% |
13‑2051.00 |
Financial Analyst |
52.0201 |
52.0301 |
52.0801 |
72.3% |
13‑2052.00 |
Personal Financial Advisor |
52.0201 |
52.0801 |
52.0301 |
72.2% |
13‑2072.00 |
Loan Officer |
52.0201 |
52.0801 |
52.0301 |
79.1% |
15‑1121.00 |
Systems Analyst |
11.0701 |
52.0201 |
14.0101 |
69.9% |
15‑1122.00 |
Cyber / Information Security Engineer / Analyst |
11.0701 |
52.0201 |
14.0101 |
65.6% |
15‑1131.00 |
Software Developer / Engineer |
11.0701 |
14.0101 |
14.09 |
41.5% |
15‑1131.91 |
Computer Programmer |
11.0701 |
14.0101 |
14.09 |
92.6% |
15‑1133.00 |
Computer Systems Engineer / Architect |
11.0701 |
14.0101 |
14.1001 |
94.1% |
15‑1134.92 |
Web Developer |
11.0701 |
14.0101 |
14.09 |
70.9% |
15‑1134.93 |
UI / UX Designer / Developer |
11.0701 |
52.0201 |
50.0409 |
54.9% |
15‑1141.00 |
Database Administrator |
11.0701 |
14.0101 |
52.0201 |
62.8% |
15‑1142.00 |
Network / Systems Administrator |
11.0701 |
11.0103 |
14.0101 |
66.8% |
15‑1151.00 |
Computer Support Specialist |
11.0701 |
11.0103 |
14.0101 |
60.7% |
15‑1199.01 |
Software QA Engineer / Tester |
11.0701 |
14.0101 |
14.09 |
55.2% |
15‑1199.02 |
Network Engineer / Architect |
11.0701 |
14.0101 |
14.1001 |
50.7% |
15‑1199.09 |
Project Manager |
52.0201 |
14.0101 |
11.0701 |
37.3% |
15‑1199.91 |
Data / Data Mining Analyst |
11.0701 |
52.0201 |
27.0501 |
58.3% |
15‑1199.93 |
Business Intelligence Analyst |
52.0201 |
11.0701 |
27.0501 |
58.8% |
15‑1199.95 |
IT Project Manager |
11.0701 |
52.0201 |
14.0101 |
63.1% |
17‑2051.00 |
Civil Engineer |
14.0801 |
14.0101 |
14.39 |
80.4% |
17‑2071.00 |
Electrical Engineer |
14.0101 |
14.1001 |
14.1901 |
73.5% |
17‑2141.00 |
Mechanical Engineer |
14.1901 |
14.0101 |
14.1001 |
65.2% |
17‑3023.00 |
Electrical and Electronics Technician |
14.1001 |
14.0101 |
15 |
50.1% |
17‑3027.00 |
Industrial / Mechanical Engineering Technician |
14.1901 |
14.0101 |
14.1001 |
50.4% |
21‑1014.00 |
Mental Health / Behavioural Counselor |
44.07 |
42.0101 |
44.0701 |
71.3% |
21‑1021.00 |
Family / School / General Social Worker |
44.0701 |
44.07 |
42.0101 |
40.7% |
23‑1011.00 |
Attorney |
22.0101 |
52.0201 |
52.0801 |
62.3% |
23‑2011.00 |
Paralegal / Legal Assistant |
22.0302 |
52.0201 |
22.0101 |
48.9% |
25‑1199.91 |
College Professor / Instructor |
52.0201 |
11.0701 |
14.0101 |
69.8% |
25‑2011.00 |
Preschool / Childcare Teacher |
13.121 |
19.0706 |
44.07 |
56.3% |
25‑2021.00 |
Elementary School Teacher |
13.1001 |
14.0101 |
52.0201 |
86.3% |
25‑4013.00 |
Researcher / Research Associate |
52.0201 |
11.0701 |
14.0101 |
88.6% |
27‑1024.00 |
Graphic Designer / Desktop Publisher |
50.0409 |
9.01 |
52.1401 |
59.6% |
27‑1026.92 |
Merchandiser / Ad Set Associate |
52.0201 |
52.1401 |
52.0801 |
50.0% |
27‑3031.94 |
Public Relations / Communications Specialist |
9.01 |
52.1401 |
9.09 |
72.7% |
29‑1051.00 |
Pharmacist / Pharmacy Director |
51.2001 |
52.0201 |
51.0805 |
71.0% |
29‑1062.00 |
Physician |
51.12 |
51.2401 |
51.0401 |
56.7% |
29‑1141.00 |
Registered Nurse |
51.3808 |
51.22 |
51.2201 |
61.7% |
29‑2012.00 |
Laboratory Technician |
51.0802 |
40.0501 |
26.0502 |
45.2% |
29‑2052.00 |
Pharmacy Technician |
51.0805 |
51.2001 |
52.0201 |
52.0% |
29‑2061.00 |
Licensed Practical / Vocational Nurse |
51.3808 |
26.1001 |
30.1101 |
71.8% |
29‑9012.00 |
Safety Specialist / Co‑ordinator |
15.0701 |
51.2206 |
14.0101 |
81.3% |
31‑1011.00 |
Home Health Aide |
51 |
51.3808 |
31.0505 |
66.4% |
31‑1015.00 |
Patient Transporter |
9.09 |
14.0801 |
51.3808 |
70.8% |
31‑9095.00 |
Pharmacy Aide |
51.0805 |
51.2001 |
11.0701 |
51.3% |
33‑1099.00 |
Loss Prevention / Asset Protection Specialist |
43.0107 |
52.0201 |
11.0701 |
45.0% |
33‑9032.00 |
Security Officer |
52.0201 |
11.0701 |
43.0107 |
49.5% |
35‑1011.00 |
Chef |
12.0503 |
52.0901 |
52.0905 |
36.1% |
35‑1012.00 |
Restaurant / Food Service Supervisor |
52.0201 |
52.0901 |
14.0101 |
67.9% |
35‑2011.00 |
Cook |
12.0503 |
14.0801 |
52.0905 |
93.1% |
35‑2021.00 |
Kitchen Staff |
12.0503 |
14.0801 |
52.0905 |
52.1% |
35‑3011.00 |
Bartender |
52.09 |
52.1401 |
52.0901 |
28.6% |
35‑3021.00 |
Food Service Team Member |
52.0201 |
14.0801 |
52.0901 |
70.5% |
35‑3031.00 |
Waiter / Waitress |
11.0701 |
52.0201 |
52.0901 |
56.9% |
35‑9021.00 |
Dishwasher |
52.0901 |
12.0503 |
14.0801 |
66.9% |
35‑9031.00 |
Host / Hostess |
9.04 |
9.0401 |
52.1401 |
58.2% |
37‑2011.00 |
Janitor / Cleaner |
14.0101 |
52.0201 |
14.0801 |
59.0% |
37‑2012.00 |
Maid / Housekeeping Staff |
52.0201 |
52.0901 |
52.0905 |
71.8% |
37‑3011.00 |
Landscaping / Groundskeeping Worker |
1.0601 |
1.1201 |
1.1102 |
83.1% |
39‑5012.00 |
Barber / Hair Stylist / Cosmetologist |
12.0401 |
50.0407 |
52.0201 |
42.9% |
39‑9011.01 |
Nanny / Babysitter |
13.121 |
44.07 |
19.0706 |
48.7% |
39‑9021.00 |
Caregiver / Personal Care Aide |
51.3808 |
51 |
44.07 |
36.2% |
39‑9031.00 |
Personal Trainer / Fitness Instructor |
31.0505 |
26.0908 |
51.12 |
28.2% |
39‑9032.00 |
Recreation / Activities Worker |
30.1101 |
31.0505 |
51.2309 |
87.1% |
41‑1011.00 |
Retail Store Manager / Supervisor |
52.0201 |
52.1401 |
14.0101 |
82.0% |
41‑1012.00 |
Sales Supervisor |
52.0201 |
52.1401 |
14.0101 |
60.5% |
41‑2011.00 |
Cashier |
52.0201 |
52.0301 |
14.0101 |
55.6% |
41‑2022.00 |
Parts Specialist / Salesperson |
52.0201 |
15.0803 |
52.0203 |
79.7% |
41‑2031.00 |
Retail Sales Associate |
52.0201 |
52.1401 |
52.0801 |
85.0% |
41‑3021.00 |
Insurance Sales Agent |
52.0201 |
14.1901 |
52.0801 |
91.7% |
41‑3031.00 |
Financial Services Sales Agent |
52.0201 |
52.0801 |
52.0301 |
15.6% |
41‑4011.00 |
Sales Representative |
52.0201 |
52.1401 |
14.0101 |
35.0% |
41‑4011.92 |
Technical Sales Representative |
14.0101 |
52.0201 |
14.1901 |
35.8% |
41‑9011.00 |
Product Demonstrator |
52.0201 |
52.1401 |
11.0701 |
75.3% |
41‑9021.00 |
Real Estate Agent / Broker |
52.0201 |
45.0601 |
52.0801 |
31.4% |
41‑9099.91 |
Sales Assistant |
52.0201 |
52.1401 |
52.0801 |
17.8% |
43‑1011.91 |
Office Manager |
52.0201 |
52.0301 |
11.0701 |
49.9% |
43‑1011.92 |
Customer Service Manager |
52.0201 |
52.1401 |
11.0701 |
47.6% |
43‑3031.00 |
Bookkeeper / Accounting Clerk |
52.0301 |
52.0201 |
52.0801 |
47.2% |
43‑3051.00 |
Payroll Specialist |
52.0301 |
52.0201 |
52.0801 |
64.0% |
43‑4051.00 |
Customer Service Representative |
52.0201 |
52.1401 |
11.0701 |
42.0% |
43‑4081.00 |
Hotel Desk Clerk |
52.0901 |
52.0201 |
52.09 |
38.5% |
43‑4171.00 |
Receptionist |
52.0201 |
52.0301 |
9.01 |
72.3% |
43‑5031.00 |
Dispatcher |
9.01 |
9.09 |
9.04 |
62.0% |
43‑5061.00 |
Scheduler / Operations Co‑ordinator |
52.0201 |
14.0101 |
52.0203 |
58.6% |
43‑5071.00 |
Shipping / Receiving Clerk |
52.0201 |
52.0203 |
52.1401 |
58.8% |
43‑5081.00 |
Inventory Associate |
52.0201 |
52.0203 |
52.0301 |
32.3% |
43‑5081.01 |
Stocking Clerk / Sales Floor Support |
52.0201 |
52.1401 |
13.121 |
61.8% |
43‑5081.04 |
Order Processor / Order Entry Clerk |
52.0201 |
13.121 |
52.0301 |
63.8% |
43‑6011.91 |
Executive Assistant |
52.0201 |
44.0401 |
44.04 |
73.7% |
43‑6011.92 |
Account Executive |
52.0201 |
52.1401 |
14.0101 |
62.2% |
43‑6013.00 |
Medical Secretary |
52.0201 |
51.3808 |
51 |
45.4% |
43‑6014.00 |
Office / Administrative Assistant |
52.0201 |
52.0301 |
44.0401 |
54.6% |
43‑9021.00 |
Data Entry Clerk |
52.0201 |
52.0301 |
11.0701 |
48.0% |
43‑9051.00 |
Postal Service / Mail Room Worker |
52.0201 |
11.0701 |
52.1401 |
68.4% |
45‑2092.00 |
Farm / Nursery / Greenhouse Worker |
1.0601 |
1 |
1.1101 |
42.5% |
47‑1011.00 |
Construction Foreman |
14.0101 |
52.2001 |
14.1901 |
43.0% |
47‑2031.00 |
Carpenter |
52.0201 |
14.0101 |
14.0801 |
53.5% |
47‑2061.00 |
Construction Helper / Worker |
14.0101 |
14.0801 |
52.2001 |
55.1% |
47‑2111.00 |
Electrician |
14.1001 |
14.0101 |
15.04 |
57.5% |
47‑2141.00 |
Painter |
50.0404 |
14.0201 |
14.1901 |
84.7% |
49‑1011.00 |
Maintenance / Service Supervisor |
14.0101 |
14.1901 |
52.0201 |
78.1% |
49‑3021.00 |
Auto Body Technician |
14.1901 |
14.0101 |
51 |
36.2% |
49‑3023.00 |
Automotive Service Technician / Mechanic |
14.1901 |
14.0101 |
52.0201 |
36.2% |
49‑3031.00 |
Diesel Mechanic |
14.1901 |
14.0101 |
15.0614 |
48.3% |
49‑3042.00 |
Heavy Equipment Mechanic |
14.1901 |
14.1001 |
14.0101 |
49.9% |
49‑9021.00 |
HVAC Mechanic / Installer |
14.0101 |
14.1901 |
14.1001 |
27.5% |
49‑9041.00 |
Industrial Mechanic |
14.1901 |
14.0101 |
14.1001 |
49.7% |
49‑9044.00 |
Millwright |
14.1901 |
14.0101 |
14.1001 |
43.2% |
49‑9071.91 |
Building and General Maintenance Technician |
14.0101 |
14.1901 |
14.1001 |
28.1% |
49‑9099.00 |
Repair / Service Technician |
14.0101 |
11.0701 |
14.1001 |
18.8% |
51‑1011.91 |
Production Supervisor |
14.0101 |
52.0201 |
14.1901 |
55.8% |
51‑1011.92 |
Production Plant Manager |
14.0101 |
52.0201 |
14.1901 |
65.2% |
51‑3011.00 |
Baker |
12.0503 |
14.0801 |
52.0901 |
62.1% |
51‑3021.00 |
Butcher / Meat Cutter |
12.0503 |
52.0201 |
52.0301 |
76.0% |
51‑4041.00 |
Machinist |
14.1901 |
14.0101 |
15 |
23.0% |
51‑4121.00 |
Welder / Solderer |
15.0614 |
14.0101 |
14.1901 |
41.1% |
51‑9012.92 |
Manufacturing Machine Operator |
14.0101 |
14.1901 |
11.0701 |
31.0% |
51‑9061.00 |
Quality Inspector / Technician |
14.0101 |
11.0701 |
14.1901 |
37.8% |
51‑9199.00 |
Production Worker |
14.0101 |
14.1901 |
52.0201 |
36.5% |
53‑3021.00 |
Bus Driver |
52.0201 |
52.1401 |
52.1005 |
36.8% |
53‑3031.00 |
Sales Delivery Driver |
11.0701 |
52.0201 |
14.0101 |
30.9% |
53‑3032.00 |
Tractor-Trailer Truck Driver |
52.0201 |
14.0101 |
11.0701 |
46.5% |
53‑3033.00 |
Light Truck Delivery Driver |
11.0701 |
52.0201 |
14.0101 |
26.0% |
53‑7051.00 |
Forklift / Pallet Jack Operator |
14.1901 |
15.0614 |
14.0101 |
42.4% |
53‑7062.00 |
Labourer / Warehouse Worker |
52.0201 |
52.0203 |
1.0601 |
43.0% |
53‑7064.00 |
Packager |
11.0701 |
14.09 |
14.1901 |
45.3% |
Source: OECD calculations based on Lightcast data.