O*NET Debug Test
Temporary smoke test for includes/onet/functions-onet.php.
Generated at 2026-07-09 13:09:24.
1. JSON loaders
| File | Rows | Status |
|---|
job_titles.json | 4,139 | OK |
occupation_data.json | 1,015 | OK |
related_occupations.json | 18,460 | OK |
onet_role_group_map.json | 68 | OK |
2. cob_onet_get_role_group($code)
| onetsoc_code | Role group |
|---|
15-1252.00 |
software_dev |
15-1253.00 |
qa |
15-1212.00 |
cybersecurity |
99-9999.99 |
null |
3. Title → O*NET → Role group
| Input title | Matched job_title | short_title | onetsoc_code | Source | Role group |
|---|
Software Developer | Software Developers | — | 15-1252.00 | occupation_exact |
software_dev |
Software Quality Assurance Analyst | Software Quality Assurance Analyst (SQA Analyst) | SQA Analyst | 15-1253.00 | job_titles_partial |
qa |
Data Scientist | Data Scientists | — | 15-2051.00 | occupation_exact |
data |
Information Security Analyst | Information Security Analysts | — | 15-1212.00 | occupation_exact |
cybersecurity |
Penetration Tester | Penetration Testers | — | 15-1299.04 | occupation_exact |
cybersecurity |
Computer Network Architect | Computer Network Architects | — | 15-1241.00 | occupation_exact |
networks |
Chief Executive | Chief Executives | — | 11-1011.00 | occupation_exact |
management |
Marketing Manager | Marketing Managers | — | 11-2021.00 | occupation_exact |
marketing_mgmt |
Sales Manager | Sales Managers | — | 11-2022.00 | occupation_exact |
sales |
Accountant | Certified Public Accountant (CPA) | CPA | 13-2011.00 | job_titles_partial |
finance |
Human Resources Manager | Human Resources Managers | — | 11-3121.00 | occupation_exact |
hr |
General and Operations Manager | General and Operations Managers | — | 11-1021.00 | occupation_exact |
operations |
Logistician | Logisticians | — | 13-1081.00 | occupation_exact |
supply_chain |
Project Management Specialist | Project Management Specialists | — | 13-1082.00 | occupation_exact |
project_mgmt |
Customer Service Representative | Customer Service Representatives | — | 43-4051.00 | occupation_exact |
customer_success |
Receptionist | Veterinary Receptionist (Vet Receptionist) | Vet Receptionist | 31-9096.00 | job_titles_partial |
healthcare |
Elementary School Teacher | Elementary School Teachers, Except Special Education | — | 25-2021.00 | occupation_partial |
education |
Registered Nurse | Registered Nurses | — | 29-1141.00 | occupation_exact |
healthcare |
Lawyer | Lawyers | — | 23-1011.00 | occupation_exact |
legal |
Social Worker | Certified Child, Youth, and Family Social Worker (C-CYFSW) | C-CYFSW | 21-1021.00 | job_titles_partial |
fundraising |
Chemist | Chemists | — | 19-2031.00 | occupation_exact |
null |
Mechanical Engineer | Mechanical Engineers | — | 17-2141.00 | occupation_exact |
null |
Construction Manager | Construction Managers | — | 11-9021.00 | occupation_exact |
construction |
Maintenance and Repair Worker | Maintenance and Repair Workers, General | — | 49-9071.00 | occupation_partial |
null |
Machinist | Machinists | — | 51-4041.00 | occupation_exact |
manufacturing |
Truck Driver | Regional OTR Hazmat Truck Driver (Regional Over The Road Hazardous Material Truck Driver) | Regional OTR Hazmat Truck Driver | 47-4041.00 | job_titles_partial |
null |
Graphic Designer | Graphic Designers | — | 27-1024.00 | occupation_exact |
design |
Chef | Certified Executive Chef (CEC) | CEC | 35-1011.00 | job_titles_partial |
null |
Firefighter | Firefighters | — | 33-2011.00 | occupation_exact |
null |
Infantry | Infantry | — | 55-3016.00 | occupation_exact |
null |
Agricultural Inspector | Agricultural Inspectors | — | 45-2011.00 | occupation_exact |
null |
Senior Backend Developer | Software Developers | — | 15-1252.00 | alias |
software_dev |
Lead Frontend Developer | Web Developers | — | 15-1254.00 | alias |
software_dev |
ר"צ JAVA | Software Developers | — | 15-1252.00 | alias |
software_dev |
מפתח תוכנה | Software Developers | — | 15-1252.00 | alias |
software_dev |
אנליסט נתונים | Data Scientists | — | 15-2051.00 | alias |
data |
בודק תוכנה | Software Quality Assurance Analysts and Testers | — | 15-1253.00 | alias |
qa |
Legend:
green = full pipeline OK,
yellow = title matched but its O*NET code is not in the role-group map,
red = no O*NET title match at all.
Source values:
job_titles_exact > occupation_exact > alias > job_titles_partial > occupation_partial
(decreasing confidence, left to right).
