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Pay GuideTax Year 2026/27

Data Analyst Pay UK 2026/27

Data analyst pay varies widely by sector and technical depth, from reporting-led public-sector roles to advanced analytics in tech and finance. Building stronger Python and modelling skills is a common route to higher-paid progression.

At a Glance

  • Junior Data Analyst£27,000£22,961
  • Data Analyst£40,000£32,321
  • Senior / Lead Data Analyst£58,000£44,198
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Data analyst roles range from reporting-heavy positions in public organisations to more advanced analytics in tech companies, which is why salary bands are broad.

Core tools remain SQL, Power BI or Tableau, and Python, and analysts who add stronger Python or ML capability often move into better-paid data science paths.

Harnham's 2024 survey found median analyst pay of £40,000 nationally and £50,000 in London, with financial services typically paying a 20–30% premium.

Take-home calculator

Your take-home pay

Enter your salary and we'll break down income tax, National Insurance, pension contributions and your final take-home for 2026/27.

Your Income

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Your Contributions
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Employer's
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Try adjusting your contributions to see how it affects everything.
Tax Residency
State Pension Age

68 applies if born after 5 April 1978.

Your taxes (2026/27)

YearMonthWeek
Gross Income£37,500£3,125£721
Pension (You)£375 Saved!£1,875£156£36
PensionEmployer Added!£1,125£94£22
Taxable Income£35,625£2,969£685
Personal allowance£12,570--
National Insurance£1,843£154£35
Income Tax£4,611£384£89
Take Home Pay£29,171£2,431£561
Added to Pension£3,000£250£58
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If you invested £181 each month into an ISA after covering your expenses, you could make £108,173 over 25 years - a whopping +£53,905 on top of what you put in, thanks to compounding returns.
HMRC Tax rates and rules last updated 6th Apr 2026

Data Analyst Salary Breakdown UK 2026/27

The table below shows typical data analyst salaries across experience levels and regions, alongside estimated take-home pay after income tax and National Insurance. Click any gross salary figure to open it in the calculator.

LevelNational GrossNational Take-HomeMonthly (National)London GrossLondon Take-Home
Junior Data Analyst£27,000£22,961£1,913£36,000£29,441
Data Analyst£40,000£32,321£2,693£52,000£40,718
Senior / Lead Data Analyst£58,000£44,198£3,683£78,000£55,798
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How Data Analyst Pay Works in the UK

SQL is non-negotiable; Power BI, Tableau, or Looker proficiency adds £3,000–£7,000 to market rate

Financial services data analysts earn 20–30% above the sector average; public sector analysts earn 10–15% below

Progression from analyst to senior analyst typically takes three to four years and involves a £12,000–£18,000 salary jump

Transitioning from data analyst to data scientist (adding Python and ML skills) typically adds £10,000–£20,000 at the point of role change

Google, Meta, and Amazon data analysts in London earn base salaries of £55,000–£80,000 with bonus and RSUs on top

Harnham 2024: median nationally for data analysts is £40,000; in London £50,000

Income Tax and National Insurance in 2026/27

Like all UK workers, data analysts salaries are subject to income tax and National Insurance (NI) contributions. In the 2026/27 tax year:

Income Tax Bands
Up to £12,5700% (Personal Allowance)
£12,571 – £50,27020% (Basic Rate)
£50,271 – £125,14040% (Higher Rate)
Above £125,14045% (Additional Rate)
Employee National Insurance
Up to £12,5700%
£12,570 – £50,2708%
Above £50,2702%
--

Use the calculator above to see your exact take-home pay after all deductions, including pension contributions and student loan repayments if applicable.

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Projected Pension

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Wealth & Financial Independence More Info

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Financial independence means having enough saved that your expenses will be covered for the rest of your life.

Projected Wealth

Estimated income over 50 years, adjusted for inflation, with a 5% annual return and 0.35% yearly platform fee.

Calculations
  • FI Target = Annual outgoings (£21,600) * Years needed for 4.00% SWR (25.00) = £540,000
  • Invested annual pension = £3,000
  • Invested annual surplus = £2,171
  • Inflation of 2.5% / year
  • Assumes New State Pension, payments increasing with inflation (2.5% / year)
  • Assumes student loans last 30 years max
  • Assumes a flex-drawdown pension for illustration purposes
  • Assumes you draw down pension up to the higher rate bracket (£50,270), then draw down your S&S ISA
  • Pension lump sums are not included