Назад
2 дня назад

Senior Research Scientist, AI Foundations Recipes (AI)

123 000 - 129 000GBP
Формат работы
hybrid/onsite
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
UK
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

Текст:
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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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