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This role sits in the AI Platform organisation, on the data flywheel that powers every model we ship. The thesis is simple and compounding: the more intelligently we curate, enrich, and evaluate the real-world driving experience our fleet generates, the faster our foundation models improve, and the further they generalise across geographies, embodiments, and OEM platforms. As deployment scales, the bottleneck is shifting from raw model capacity to the quality and intelligence of the data engine and the rigour of how we measure progress. That is the problem you will own.
This is a dual-track role: we are hiring at either Applied Scientist or Machine Learning Engineer, at TC3 (Senior) or TC4 (Staff / Tech Lead), calibrated to your background. We are open on specialisation. There are three areas we are hiring into, and you can go deep in any one of them:
Data curation : mine world-scale fleet data for the rare, long-tail, and safety-critical moments that move the model.
Data enrichment : turn raw driving experience into high-signal training data through (semi-)automated enrichment, labeling, and data quality at scale.
Foundation model evaluation : define how we know a driving foundation model is genuinely getting better, offline and in closed loop.
Day to day, the role also spans the broader foundation-model stack, including vision-language-action and vision-language models for embodied AI, world modeling, policy learning, reinforcement learning, and reward modeling.
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A Masters with around 6 or more years of relevant experience, or a PhD with 2 or more years, in computer science, machine learning, robotics, mathematics, or a related field (required).
Strong ML and software fundamentals, and a track record of taking ML from research into production systems that run at scale.
Hands-on strength in one or more of: data curation, foundation model training, large-scale data wrangling, and foundation-model evaluation (for example, evaluation of LLMs or similar large models).
Experience with large-scale data and/or large neural networks, and the judgment to know which experiments and which data actually matter.
Fluency in Python and a modern deep-learning framework (PyTorch or similar), and comfort working with large, messy, real-world datasets.
Autonomous driving, robotics, or other embodied-AI domains.
Foundation models, VLMs, world models, diffusion or autoregressive generative models, or reinforcement learning and reward modeling.
Large-scale data infrastructure: embedding and vector search (e.g. turbopuffer, Milvus), distributed data processing (Ray Data, Daft, Spark), lakehouse formats (Lance, Iceberg), or annotation tooling.
Closed-loop or simulation-based evaluation, and safety-critical ML.
Publications at top ML, CV, or robotics venues (NeurIPS, ICML, ICLR, CVPR, CoRL, RSS).
This is a full-time role based in our office in Sunnyvale. At Wayve we want the best of all worlds so we operate a hybrid working policy that combines time together in our offices and workshops to fuel innovation, culture, relationships and learning, and time spent working from home. The reasonably estimated salary for this role ranges from $311,850 to $370,000, plus a competitive equity package. Actual compensation is based on the candidate's skills, qualifications, and experience.
British autonomous-driving software company licensing vehicle-agnostic AI Driver technology to automakers and fleet owners.
Visit company websiteJobs and hiring trendsUSD 311850-370000 yearly / year
Full-time
Senior · 2+ years experience
Hybrid
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