Data Analyst salaries and job demand
Last updated
Data Analyst roles typically advertise around £55,000 a year. Here's the current salary range, hiring demand, and the skills employers ask for most.
What do Data Analyst roles pay in 2026?
As of November 2026, the typical advertised salary is £55,000 (≈ $70k) a year, with most postings between £41,883 and £75,000.
| 25th percentile | £41,883 |
|---|---|
| Median (50th percentile) | £55,000 |
| 75th percentile | £75,000 |
Advertised base salary, from 114 job postings with pay data, as of November 2026.
Disclosed base wage (H-1B/LCA)
Employers disclose a median base wage of US$100,668 on H-1B/LCA visa filings for this role, between US$84,032 and US$124,262.
| 25th percentile | US$84,032 |
|---|---|
| Median (50th percentile) | US$100,668 |
| 75th percentile | US$124,262 |
Disclosed base wage, from 7,540 H-1B/LCA filings, U.S. DOL OFLC, as of Q4 2025.
| Period | 25th percentile | Median | 75th percentile |
|---|---|---|---|
| Q3 2024 | US$90,027 | US$109,000 | US$130,000 |
| Q4 2024 | US$91,943 | US$109,500 | US$130,520 |
| Q1 2025 | US$95,000 | US$111,966 | US$132,750 |
| Q2 2025 | US$80,425 | US$92,700 | US$113,295 |
| Q3 2025 | US$90,896 | US$109,541 | US$130,196 |
| Q4 2025 | US$92,249 | US$109,000 | US$130,804 |
How strong is hiring demand for Data Analyst roles in 2026?
Tarmac tracked 688 postings in October 2026, the most recent month we tracked from start to finish.
We're not publishing a month-by-month series yet: the number of postings Tarmac collects each month is still growing, so a month-on-month change would measure our coverage rather than the job market.
Skills employers ask for
- databases-sql1633
- python1138
- power-bi734
- data-engineering709
- data-visualization697
- agile-delivery511
- data-science503
- tableau457
- data-governance441
- snowflake260
- r252
- aws182
Postings for this role that named each skill, out of the postings we could parse. Bars run to 1633, the most-asked skill here.
Which skills to study first
These skills matter most for this role, scored together on how often employers ask for them, what they pay, and how often people pass them when they practise.
| Skill | Market demand | Median pay | Pass rate | Leverage | Practice |
|---|---|---|---|---|---|
| Python | 48% of postings50,058 postings | £75,000 | Not enough data yet | — | Practice |
| Databases & SQL | 42% of postings43,299 postings | £75,000 | Not enough data yet | — | Practice |
| AWS | 36% of postings37,858 postings | £80,000+7% | Not enough data yet | — | Practice |
| Agile Delivery | 12% of postings12,892 postings | A$128,749+17% | Not enough data yet | — | Practice |
| Data Engineering | 9% of postings9,639 postings | £75,000 | Not enough data yet | — | Practice |
| Data Science | 6% of postings6,055 postings | US$165,000+24% | Not enough data yet | — | Practice |
| Snowflake | 5% of postings4,753 postings | £76,000+1% | Not enough data yet | — | Practice |
| Data Governance | 3% of postings3,251 postings | A$135,000+23% | Not enough data yet | — | Practice |
| Power BI | 3% of postings2,835 postings | A$135,000+23% | Not enough data yet | — | Practice |
| Data Visualization | 2% of postings2,540 postings | US$130,000−2% | Not enough data yet | — | Practice |
| Tableau | 1% of postings1,393 postings | £50,000−33% | Not enough data yet | — | Practice |
| R | 1% of postings1,272 postings | A$123,237+12% | Not enough data yet | — | Practice |
Pass rate is the share of correct answers among people who practised that skill on Tarmac, a self-selected group rather than every developer, so read it as relative difficulty, not a universal stat. It comes from how people actually scored, not what anyone claimed, and a dash in that column means not enough people have practised the skill here yet. Leverage scores demand, pay, and difficulty together (out of 100); a higher score means a skill is both worth learning and worth your study time.
Pay by level and city in United States
These figures cover United States postings only, as of November 2026. The median above pools every level and every city; these split it, so you can read the rung you are actually applying for.
| Level | 25th | Median | 75th | Postings with pay |
|---|---|---|---|---|
| Junior | US$69,500 | US$107,500 | US$107,500 | 9 |
| Mid-level | US$95,000 | US$110,000 | US$120,000 | 45 |
| Senior | US$115,325 | US$137,150 | US$156,563 | 28 |
| City | 25th | Median | 75th | Postings with pay |
|---|---|---|---|---|
| Washington, DC | US$110,000 | US$110,000 | US$110,000 | 21 |
| New York, NY | US$100,650 | US$119,600 | US$145,090 | 15 |
| Chicago, IL | US$81,250 | US$90,000 | US$111,250 | 11 |
| San Francisco, CA | US$130,000 | US$157,500 | US$165,000 | 9 |
| Boston, MA | US$110,950 | US$134,500 | US$138,320 | 7 |
| Atlanta, GA | US$46,969 | US$94,978 | US$118,450 | 6 |
Advertised base salary. A level or city with too few postings quoting pay is left out rather than shown on a thin sample.
What it takes
The entry bar and required skills employers ask for. Most job ads reach us as a short summary rather than the full posting, and the percentages below count only the ones we have in full — so they skew toward employers who publish a fuller description. Every bar runs 0 to 60% of those postings: solid is required, outlined is preferred, dashed is the posting's own words.
Australia
Required
Preferred
In the postings’ own words
Required
Preferred
In the postings’ own words
Required
Preferred
In the postings’ own words
- Years asked up 3 years over the last 4 weeks.
- Data Visualization now required in 25% of postings, was 11% 4 weeks ago.
- Power BI required in only 25% of postings, was 56% 4 weeks ago.
- Python required in only 17% of postings, was 33% 4 weeks ago.
- Tableau required in only 8% of postings, was 22% 4 weeks ago.
Required
Preferred
In the postings’ own words
- Databases & SQL required in only 30% of postings, was 56% 6 weeks ago.
- Power BI required in only 30% of postings, was 56% 6 weeks ago.
- Data Engineering required in only 10% of postings, was 22% 6 weeks ago.
Not enough postings state a years-of-experience figure for Senior yet.
United States
Required
Preferred
In the postings’ own words
Required
Preferred
In the postings’ own words
- Years asked up 3 years over the last 4 weeks.
- Data Engineering required in only 11% of postings, was 20% 4 weeks ago.
- Power BI required in only 11% of postings, was 20% 4 weeks ago.
Required
Preferred
In the postings’ own words
Not enough postings state a years-of-experience figure for Junior yet.
United Kingdom
Required
Preferred
In the postings’ own words
Practice interview questions
Vacancy and salary data includes Adzuna.
Disclosed wage data from the U.S. Department of Labor, OFLC.
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