A Machine Learning Engineer on £98K hybrid in UK needs to earn at least £78,900 remotely to break even (after tax, travel, meals, wardrobe, and the value of commuting time).
Machine Learning Engineer hybrid vs remote break-even at £98K
Assumptions: £15/day transport, 60 min round trip, £5 daily meal premium, £500/yr wardrobe. 2026/27 Income Tax and National Insurance.
£63,364
/year
−£4,033
costs + time
£91,100
remote gross
£59,831
/year
−£7,567
costs + time
£85,000
remote gross
£56,297
/year
−£11,100
costs + time
£78,900
remote gross
£52,764
/year
−£14,633
costs + time
£72,800
remote gross
£49,231
/year
−£18,167
costs + time
£66,700
remote gross
Net salary without commute: £67,397/yr (£5,616/month) after Income Tax and National Insurance.
Adjust for your actual offer
The table above uses the Machine Learning 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 £22/yr better off
Role A's salary advantage of £19,100 is wiped out by £11,100 in commute costs and lost time.
Role A: Hybrid (3d/wk)
£15/day × 138 office days
138h/yr × £57/hr
Role B: Fully Remote
£3,260
Out-of-pocket costs
Travel + meals + wardrobe
£7,840
Time cost
138h @ £57/hr
£11,100
Total commute impact
The real cost of going in
At £98K 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 £56,297 per year. Your net salary without any commute deductions would be £67,397. The commute costs you £11,100 per year in direct costs and lost time, meaning you would only need to earn £78,900 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 £78,900 to match the true net income of a £98K hybrid Machine Learning Engineer role. This accounts for £3,260 in direct annual commute costs and £7,840 in time cost (138 hours of commuting per year valued at your hourly rate of £57/hr).
On a 3-day hybrid schedule, a Machine Learning Engineer in UK faces approximately £3,260 in direct annual costs (transport, meals, wardrobe) plus £7,840 in opportunity cost from 138 hours spent commuting each year. Total commute impact: £11,100.
Your hourly rate is calculated by dividing your gross salary by contracted hours across 46 working weeks (accounting for statutory leave). For a £98K Machine Learning Engineer on 37.5 hours per week, that is £57/hr. On a 3-day hybrid schedule with a 60-minute round trip, you spend 138 hours commuting per year, valued at £7,840.
A £98K Machine Learning Engineer salary in UK is subject to Income Tax and National Insurance, leaving a net salary of £67,397 per year (£5,616/month) before any commute costs. The effective tax rate at this income level is approximately 31.2%.
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.