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Google DeepMind · 2 weeks ago

Research Scientist/Engineer, Security Classifier

Mountain View, CA

Full-time

Onsite

Mid, Senior Level

$166K/yr - $244K/yr

2+ years exp

Google DeepMind is a team of scientists and engineers dedicated to advancing artificial intelligence for public benefit. The role involves building a detection system to identify security threats to AI models, requiring expertise in machine learning and classifier design.

Artificial Intelligence (AI)Business DevelopmentFoundational AIMachine Learning

Growth Opportunities

Responsibilities

Build Scalable Classifier Infrastructure: Design and build scalable pipelines for training and evaluating many novel classifiers

Train and Evaluate Classifiers: Train and evaluate classifiers for distillation detection and other key GDM security priorities

Own Classifier Deployment and Integration: Collaborate with model training, infrastructure, and deployment teams to deploy classifiers into our production models

Qualification

Machine LearningClassifier TrainingClassifier EvaluationML FrameworksModel DistillationData PipelinesSoftware EngineeringResearch Impact

Required

Ph.D. in Computer Science or a related quantitative field, or a B.S./M.S. in a similar field with 2+ years of relevant industry experience

Demonstrated research or product expertise in machine learning, with a focus on classifier training, classifier evaluation and model evaluation

Preferred

Deep expertise in training and evaluating a wide range of classifier architectures

Proven experience building and scaling ML training and evaluation infrastructure

Experience building data pipelines using LLM autoraters

Strong understanding of model distillation, model stealing, and other capability extraction techniques

Strong software engineering skills and experience with ML frameworks like JAX, PyTorch, or TensorFlow

A track record of landing research impact or shipping production ML systems in a multi-team environment

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