Immigrate to Canada as a Data Scientist
Data scientists (NOC 21211) are TEER 1 and have been included in STEM category Express Entry draws. Guidance on CRS strategy, provincial tech streams and documentation.
Data scientists fall under NOC 21211 (TEER 1) and are eligible for Express Entry through the Federal Skilled Worker Program or Canadian Experience Class. STEM occupations, including data science, have been targeted in category-based draws, and provincial tech streams frequently list data-related roles among priority occupations. This is not a regulated profession, so eligibility rests on documented education and experience rather than licensure.
Key facts
| NOC code | 21211 Data scientists |
|---|---|
| TEER | TEER 1 — degree-level occupation |
| Main routes | Express Entry (FSW, CEC), provincial tech streams |
| Category draws | STEM occupations have been targeted — verify current categories |
| Licensing | Not a regulated profession in Canada |
Who may qualify?
- Data scientists with a degree in statistics, mathematics, computer science or a related field
- Machine learning engineers and analysts whose duties match NOC 21211
- Applicants with documented, continuous skilled employment in data science roles
- Canadian graduates in data science or analytics applying under CEC
Eligibility requirements
- At least one year of continuous skilled experience matching NOC 21211 duties
- Approved language test results — CLB 9 or higher is strongly advantageous
- An ECA for education completed outside Canada
- Reference letters describing modelling, analysis and data pipeline duties
How it works: step by step
- 1
Confirm the correct NOC
Data analyst and business intelligence roles may fall under a different code depending on actual duties — verify before applying.
- 2
Document technical duties precisely
Reference letters should describe modelling, statistical analysis and data infrastructure work, not general reporting.
- 3
Maximise language points
CLB 9+ typically moves a tech profile into competitive range.
- 4
Compare provincial tech streams
Several provinces have prioritized data and AI-related occupations for faster nomination.
Expert insight
Titles like 'data scientist' are used loosely across the industry. What determines your NOC code is the actual work — model building, statistical inference, and pipeline design point to 21211, while dashboarding and reporting duties often point elsewhere.
Alternative pathways
Frequently asked questions
Immigration programs, fees and processing times change frequently. This page is general information, not immigration advice. Verify current requirements with official Government of Canada sources or speak with our RCIC.