2 дня назад
Senior Research Scientist, AI Foundations Recipes (AI)
123 000 - 129 000GBP
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Research Scientist, AI Foundations Recipes (AI): Developing machine learning data-selection and training systems for autonomous driving foundation models with an accent on data mixtures, training curricula, and large-scale empirical evaluation. Focus on designing production-scale data pipelines, developing influence and gradient-similarity algorithms, and connecting pre-training composition to Waymo Driver performance.
Salary: £123,000–£129,000 GBP per year, plus potential annual bonus, equity, and company benefits.
Company
Waymo develops autonomous driving technology and operates a fully autonomous ride-hail service powered by the Waymo Driver.
What you will do
- Partner with foundation model training teams to optimize data mixtures, training curricula, objectives, and other model design choices.
- Design global-scale pipelines for dynamically updating and reusing datasets as new data is ingested.
- Develop and deploy data-selection algorithms for fine-tuning and reinforcement learning.
- Run large-scale studies linking pre-training data composition to post-training performance and translate findings into production training runs.
- Collaborate with behavior, perception, and evaluation teams to measure the impact of foundation models on the Waymo Driver.
Requirements
- PhD in machine learning or a related AI/computer science field, or an MSc with a strong academic publication record.
- Strong knowledge of statistics and machine learning.
- Proficiency in Python.
- At least 3 years of experience with modern deep learning frameworks such as JAX, TensorFlow, or PyTorch.
- Ability to work in a hybrid/on-site setup in London or Oxford.
Nice to have
- Experience deploying machine learning models to production.
- Experience with generative models, LLMs, VLMs, reinforcement learning, imitation learning, transformers, autoencoders, or embeddings.
- Autonomous driving experience.
- C++ experience.
Culture & Benefits
- Work on machine learning systems for safely operating autonomous vehicles across diverse cities and driving conditions.
- Collaborate with research teams across Waymo and Alphabet.
- Eligibility for a discretionary annual bonus program and equity incentive plan.
- Company benefits are available subject to eligibility requirements.
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