Data Scientist: Express Entry CRS score in 2026
For a Data Scientist (NOC 21211, TEER 1), your Express Entry chances depend on your CRS score versus recent draw cutoffs. Here's where things stand — and how to find your exact number.
Good news: Data Scientists can be targeted in STEM category-based rounds, which often invite candidates below the general cutoff.
What this occupation involves
Data scientists use advanced analytics technologies, including machine learning and predictive modelling, to support the identification of trends, scrape information from unstructured data sources and provide automated recommendations. They are employed by consulting firms, universities, banks and information technology departments in the private and public sectors.
Example job titles
Main duties
- Implement cutting-edge techniques and tools in machine learning, deep learning and artificial intelligence to make data analysis more efficient
- Perform large-scale experimentation to identify hidden relationships between variables in large datasets
- Create advanced machine learning algorithms such as regression, simulation, scenario analysis, modeling, clustering, decision trees and , neural networks
- Prepare and extract data using programming language
- Implement new statistical, machine learning, or other mathematical methodologies to solve specific business problems
- Visualize data in a way that allows a business to quickly draw conclusions and make decisions
- Develop artificial intelligence models and algorithms and implement them to meet the needs of the organization
- Coordinate research and analysis activities using unstructured and structured data and use programming to clean and organize data.
Employment requirements
- A bachelor’s degree in statistics, mathematics, computer science, computer systems engineering or a related discipline or completion of a college program in computer science is usually required.
- A master’s or doctoral degree in machine learning, data science, or a related quantitative field is usually required.
- Experience in programming is usually required.
- Experience in statistical modelling or machine learning is usually required.
Definition, duties and requirements are quoted from the Government of Canada's National Occupational Classification (NOC 2021) — the wording used to assess your work experience. View the official NOC profile
What score do you need?
The honest answer depends on your age, education, language and experience — the same profile scores very differently at 29 versus 39. Rather than guess from an average, calculate your exact CRS in two minutes.
Cutoffs are drawn from recent rounds and change every draw. Treat them as guidance, not guarantees.