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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£1,913 / mo
    of £27,000 gross a year
  • Data Analyst£2,693 / mo
    of £40,000 gross a year
  • Senior / Lead Data Analyst£3,683 / mo
    of £58,000 gross a year
Take-homeTaxNI

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.

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

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%
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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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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 pay

per year
per year

Bonuses, commission, overtime, capital gains, investments and similar.

Your take-home pay

£2,573a month

£30,881 a year · £594 a week

Out of £3,333 gross a month

  • Take-home pay£2,57377.2%
  • Your pension+ £100 from your employer£1675.0%
  • Income tax£42412.7%
  • National Insurance£1695.1%
HMRC 2026/27 rates, updated 6 April 2026

If you invested £323 each month into an ISA after covering your expenses, you could make £193,386 over 25 years: +£96,368 on top of what you put in, thanks to compounding returns.

See how
Pension, region, student loan, State Pension age
%
%

Try changing your contributions to see how it affects everything.

Where you pay tax
State Pension age

68 applies if you were born after 5 April 1978.

Explore your finances

Model your expenses, project your wealth, and find your path to financial independence, using the pay figures above.

Your monthly spending

Essentials

£per month
Housing, bills, council tax, food.

Everything else

£per month
Things you choose to pay for.

Your plan

The earliest you can retire with your workplace pension is usually 55 (rising to 57 from 6 April 2028). You won't get your state pension until your mid or late 60s, depending on your current age. Tip: try playing around with your target retirement age to see how things change.
£
The total balance of all your existing pension pots.
£
The total balance of any existing ISA Savings accounts (GIAs are not currently supported)

Financial independence

%
% of today
%
Financial independence means having enough saved that your outgoings are covered for the rest of your life.

Where your £3,333 a month goes

  • Essentials£1,750
  • Everything else£500
  • Tax and NI£593
  • Pension£167
  • Left to invest in your ISA£323

Projected wealth

Estimated income over 50 years, in today's money, with a 5% annual return and 0.35% yearly platform and fund fees.

Projected pension

Your pension pot over 31 years at three growth rates, after 0.35% fees, in today's money.

Calculations
  • FI Target = Annual outgoings (£21,600) * Years needed for 4.00% SWR (25.00) = £540,000
  • Invested annual pension = £3,200
  • Invested annual surplus = £3,881
  • 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