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Google DeepMind · 3 months ago

Research Engineer - ACE

Mountain View, California, US

Full-time

Onsite

Mid, Senior Level

$166K/yr - $244K/yr

5+ years exp

DeepMind is a leading AI research company focused on advancing the state of artificial intelligence for public benefit. The Research Engineer role within the ACE team involves applying cutting-edge models to real-world problems, particularly in the domains of automation and AI experiences, while collaborating with various teams to drive research from conception to production.

Artificial Intelligence (AI)Business DevelopmentFoundational AIMachine Learning

Growth Opportunities

Responsibilities

Applying the most promising models and research to high-impact real world problems, by rapid-prototyping initial concepts, and designing and running experiments to evaluate the opportunity

Gaining an understanding of the path from research to production whilst working on real world problems, with the chance to see your work make a difference

Being part of a small project team led by Research Engineers, with close mentorship from Gen AI Unit leadership

Driving new research ideas from conception, experimentation, to productionisation in a rapidly shifting landscape

Qualification

PythonTensorflowPytorchJAXLLMs trainingApplied researchSoftware engineeringCross functional collaborationGreat communicationInterpersonal skills

Required

BSc, MSc in computer science, mathematics, applied stats, machine learning with 5+ years of relevant experience

Proven knowledge and coding experience in Python and using Tensorflow/ Pytorch/JAX framework

Hands on experience with training (pre and / or post training) and evaluating LLMs (e.g. SFT, RLFT)

Proven industry experience, working on projects from proof-of-concept through to implementation

Experience in applying experimental ideas to applied problems

Great communication skills and proven interpersonal skills

Preferred

PhD/DPhil degree in computer science, mathematics, applied stats, machine learning

Recent experience conducting applied research to improve the quality and training/serving efficiency of large transformer-based models

Experience applying and productionizing state-of-the-art large visual, language and multimodal research

Software engineering skills and experience working on large-scale ML projects

Contributions to open-source projects

Cross functional collaboration experience

Prior experience collaborating with researchers

Prior experience working with product teams

Publications at top-tier ML/CV/NLP conferences (NeurIPS, ICML, ICLR, CVPR, ICCV)

Benefits

Bonus

Equity

Benefits

Company

Google DeepMind

Glassdoor4.5

Google DeepMind aims to research and build safe artificial intelligence system to solve intelligence and advance science and humanity. It is a sub-organization of Google.

Founded in 2010

London, England, GBR

501-1000 employees