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Frontier Safety Mitigations Research Engineer, DeepMind
Google
London, GBR
Mid · 5+ years experience
Onsite
Discovered 3 weeks ago
jaxpython
Key Skills for This Role
jaxpython
Full Job Posting
Responsibilities
- Build advanced classifiers and data pipelines to detect misuse, and own the end-to-end process from automated evaluation to rapid model iteration.
- Build cross-context monitoring systems to detect coordinated harms, developing novel signal aggregation methods across disparate user sessions to identify large-scale attack vectors.
- Implement data-driven, semi-automated account-level response systems to detect, track, and apply strikes against persistent malicious actors using rich signals from production traffic.
- Evaluate and secure agentic AI systems by developing threat models, creating testing environments, and deploying robust mitigations against frontier-level agentic hacking and long-horizon attacks.
- Advance research in automated red-teaming and adversarial robustness, leveraging multi-turn/agentic attacks to systematically test for and uncover misuse vulnerabilities.
Minimum qualifications:
- Bachelor's degree in Computer Science, Machine Learning, or a related technical field, or equivalent practical experience.
- 5 years of experience in software development, including experience with Python.
- Experience with the research-to-deployment pipeline in a frontier AI environment.
- Experience working in a software engineering or research team.
Preferred qualifications:
- Experience with cybersecurity detection and response, building classifiers and anomaly detection systems at scale, taking safety defenses or mitigations from research concepts to scalable production systems.
- Experience collaborating on or leading applied ML projects, including LLM training, inference, and fine-tuning.
- Experience using AI coding agents with strong architectural judgement, and with TPUs and JAX.
- Background in adversarial machine learning, automated red-teaming, or model interpretability and probes.
- Knowledge of AI control, chain-of-thought monitoring, faithfulness, monitorability, and related frontier safety research.
About Google
Technology10,001+Founded 1998
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