Data Analyst Jobs UK
One of the most sought-after career switches in the UK. 15,000+ active roles, strong salaries, and a clear skills-based hiring path.
15,000+
Active UK roles
£48k
Avg mid-level salary
+18%
YoY demand growth
Data analyst roles & UK salary ranges
| Role | Salary | Demand | Core tools |
|---|---|---|---|
Junior Data Analyst Entry-level. Strong demand from fintech, retail, and public sector. | £26k–£38k | Very High | SQL, Excel, Power BI |
Data Analyst 2–4 years experience. Mid-level IC. Most common hire across all sectors. | £38k–£58k | Very High | SQL, Python, Tableau/Power BI |
Senior Data Analyst 5+ years. Owns analytical frameworks, mentors juniors. | £55k–£80k | High | SQL, Python, dbt, cloud (BigQuery/Redshift) |
Data Scientist Statistical modelling and ML. Often the next step from senior analyst. | £55k–£90k | High | Python, ML, TensorFlow/PyTorch |
Analytics Engineer Bridges data engineering and analysis. Fastest-growing specialism. | £58k–£88k | Very High | dbt, SQL, Snowflake, Airflow |
BI Developer / Engineer Builds and maintains dashboards and reporting infrastructure. | £45k–£72k | High | Power BI, Tableau, Looker, SQL |
Data & Analytics Manager People manager leading an analyst team. Usually 6+ years experience. | £70k–£100k | High | Stakeholder management + technical |
Product Analyst Embedded in product teams at tech companies. High NPS for career growth. | £42k–£68k | High | SQL, Mixpanel/Amplitude, A/B testing |
Tools UK employers actually ask for
SQL
Required for 95% of data analyst roles. Learn PostgreSQL or BigQuery.
Python (pandas/numpy)
Replaces Excel for transformation. Standard at mid-level and above.
Power BI
Most in-demand BI tool in the UK (more so than Tableau in enterprise).
Tableau
Still widely used at agencies, consultancies, and larger tech companies.
dbt
Analytics engineering is exploding. dbt experience = 10–15% salary premium.
Excel / Google Sheets
Especially in finance, SMEs, and non-tech businesses. Know VLOOKUP through Power Query.
Looker / Looker Studio
Increasingly common at Google-stack companies and SaaS.
Snowflake / BigQuery
Cloud data warehouses. Snowflake is most common in UK enterprise.
Salary by sector
Financial Services
£55k–£95k avg
Banking, insurance, fintech. Highest paying sector for data analysts.
Tech & SaaS
£48k–£85k avg
Product analytics, user data. Equity upside at scale-ups.
Retail & E-commerce
£38k–£65k avg
Demand forecasting, customer segmentation, inventory analytics.
Public Sector / NHS
£32k–£55k avg
Lower pay but strong demand. NHS Digital, ONS, HMRC all hiring.
Consulting
£45k–£80k avg
Client-facing analytics at Big 4 and boutiques. Fast skill development.
Pharma & Life Sciences
£48k–£78k avg
Clinical data, outcomes research. Growing rapidly post-COVID.
Switching into data analytics in 2026
Data analytics is one of the most achievable career switches in the UK — especially from finance, marketing, operations, and consulting backgrounds. UK employers increasingly hire on demonstrated skills, not degrees.
- ✓Start with the Google Data Analytics Certificate (free on Coursera) — gives you SQL + Tableau/Sheets foundation
- ✓Build a portfolio on GitHub: 3 analysis projects with real data (Kaggle, ONS open data, or your own)
- ✓For finance background → focus on FinTech analytics (fraud, risk scoring, customer LTV)
- ✓For marketing → pivot to digital analytics (Google Analytics 4, attribution modelling, A/B testing)
- ✓Your SQL bootcamp + 1 portfolio project beats most MSc Data Science graduates in the eyes of UK startups
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