MobilityTalent
Senior Machine Learning Engineer, Simulation

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Key Notes
Foundation-model research engineering supports more realistic autonomous-driving simulation, linking London's team with Oxford and Mountain View. Four or more years each in applied deep learning and coding or design are preferred, alongside experience moving research into production. This full-time, hybrid London role pays £123,000–£129,000; the advert presents all listed candidate criteria as preferences.
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I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
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Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
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Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
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No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
What You'll Work On
- Develop foundation-model experiments and realism measures for autonomous-vehicle simulation, working with Oxford researchers and the wider simulation engineering team.
- Train and evaluate large models, integrating them into the simulator and applications used for autonomous-driving evaluation and training.
- Translate research ideas into production systems within a collaborative engineering team and help recruit research engineers from diverse backgrounds.


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What They Are Looking For
- Preferred: At least four years of applied deep learning and at least four years of coding and design experience.
- Preferred: Solving complex production problems with advanced machine-learning methods and taking research into production.
- Preferred: Data-analysis or data-science expertise.
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