Occupation
Data analyst
Data analysts turn raw records into answers people can act on. A large share of the job is unglamorous: finding the right data, cleaning it, checking it against what stakeholders actually meant, and then presenting the result honestly, including its limits.
Also known as: Analytics analyst · Reporting analyst · Insight analyst
Occupation content
Part of Information technology, data and cybersecurity
What the work involves
- Clarify what a stakeholder is really asking before pulling any data
- Extract and join data from databases, spreadsheets, and reporting tools
- Clean records and reconcile inconsistencies between sources
- Build charts, dashboards, and written summaries of what the data shows
- State assumptions, caveats, and data-quality limits alongside findings
How people commonly enter
- A degree in statistics, mathematics, economics, computer science, or a related field
- A college diploma or certificate in data analytics or business intelligence
- A data analyst apprenticeship with an employer
- A certification or short-course route backed by a portfolio of analysis projects
- Internal movement from an operations, finance, or reporting role
Typical training: Bachelor's degree
Licensing: Not typically licensed
Typical work context
Desk based · Team based · Quiet focus · Remote capable · Hybrid office
Related interests
Investigative (analytical) · Conventional (organizing)
Related aptitude preparation
These are preparation links only. They do not measure eligibility for this occupation and no score here qualifies or disqualifies anyone.
Skills to practise
Practice suites
Related learning
Family-level learning links for Information technology, data and cybersecurity.
Official sources
Labour-market facts such as pay and employment projections are not reproduced here. Open an official source below for figures, with its own geography and reference period.
- O*NET OnLine — Data Scientists (15-2051.00) · International
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- US Bureau of Labor Statistics — Occupational Outlook Handbook: Data Scientists · United States
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- Canada Job Bank — Job profile search: data analysts · Canada
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Labour-market context (not part of exploration match)
This is broad family-level context for Information technology, data and cybersecurity in Canada, not a figure for Data analyst. It does not affect matching scores and is not an eligibility determination.
This is a broad Information technology, data and cybersecurity family. Explore the official profile for the chosen occupation; entry education and training can differ within the family.
Canada Job Bank Career Planning · Canada · Current official profile; consult source for its release period
Information technology, data and cybersecurity: education pathways
Some roles in Information technology, data and cybersecurity may be regulated. Confirm whether the specific role requires registration, certification, or a jurisdiction-specific licence.
Canada Job Bank Career Planning · Canada · Current official profile; consult source for its release period
Information technology, data and cybersecurity: licensing
Find jobs
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- Search Canada Job Bank · Canada
- Search USAJOBS · United States federal
- Search EURES · European Union / EEA
- Search Indeed · International (choose location on Indeed)