A MLOps Engineer on £120K hybrid in the UK needs to earn at least £91,000 remotely to break even (after tax, travel, meals, wardrobe, and the value of commuting time).
MLOps Engineer hybrid vs remote break-even at £120K
Assumptions: £15/day transport, 60 min round trip, £5 daily meal premium, £500/yr wardrobe. 2026/27 Income Tax and National Insurance.
£71,537
/year
−£4,620
costs + time
£107,900
remote gross
£67,417
/year
−£8,740
costs + time
£98,100
remote gross
£63,297
/year
−£12,860
costs + time
£91,000
remote gross
£59,177
/year
−£16,980
costs + time
£83,900
remote gross
£55,057
/year
−£21,100
costs + time
£76,800
remote gross
Net salary without commute: £76,157/yr (£6,346/month) after Income Tax and National Insurance.
Adjust for your actual offer
The table above uses the MLOps Engineer median. Enter the exact salaries you are comparing to get a precise answer.
Role A: Hybrid / In-Office
Role B: Fully Remote
Train, Leap/Oyster cap, fuel, parking
Buying lunch vs. eating at home
Professional clothing, alterations, dry-cleaning
Role B (Remote) leaves you £40/yr better off
Role A's salary advantage of £29,000 is wiped out by £12,860 in commute costs and lost time.
Role A: Hybrid (3d/wk)
£15/day × 138 office days
138h/yr × £70/hr
Role B: Fully Remote
£3,260
Out-of-pocket costs
Travel + meals + wardrobe
£9,600
Time cost
138h @ £70/hr
£12,860
Total commute impact
The real cost of going in
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At £120K with a typical 3-day commute (£15/day transport, 60 min round trip, £5 daily meal premium, £500/yr wardrobe), your true net income is approximately £63,297 per year. Your net salary without any commute deductions would be £76,157. The commute costs you £12,860 per year in direct costs and lost time, meaning you would only need to earn £91,000 fully remotely to match this hybrid role's real value.
Assuming a 3-day hybrid schedule with a typical UK commute, you would need a remote salary of at least £91,000 to match the true net income of a £120K hybrid MLOps Engineer role. This accounts for £3,260 in direct annual commute costs and £9,600 in time cost (138 hours of commuting per year valued at your hourly rate of £70/hr).
On a 3-day hybrid schedule, a MLOps Engineer in the UK faces approximately £3,260 in direct annual costs (transport, meals, wardrobe) plus £9,600 in opportunity cost from 138 hours spent commuting each year. Total commute impact: £12,860.
Your hourly rate is calculated by dividing your gross salary by contracted hours across 46 working weeks (accounting for statutory leave). For a £120K MLOps Engineer on 37.5 hours per week, that is £70/hr. On a 3-day hybrid schedule with a 60-minute round trip, you spend 138 hours commuting per year, valued at £9,600.
A £120K MLOps Engineer salary in the UK is subject to Income Tax and National Insurance, leaving a net salary of £76,157 per year (£6,346/month) before any commute costs. The effective tax rate at this income level is approximately 36.5%.
Both Ireland and the UK provide statutory minimum paid leave of approximately 4 weeks. Adding bank holidays brings the typical total to around 5.6 weeks per year. Using 46 working weeks ensures that commute costs and time calculations only apply to weeks when you actually travel to the office.