Faculty dezvoltă soluții de ultimă generație în domeniul inteligenței artificiale și al învățării automate, concepute pentru a aborda provocări operaționale complexe din apărare, sănătate, servicii financiare, servicii publice și retail. Compania colaborează cu organizații pentru a aplica inteligența artificială avansată în domenii precum securitatea națională, predicția rezultatelor și îmbunătățirea proceselor, punând accent pe impactul practic, implementarea responsabilă și sustenabilitate.
AI Safety Research Scientist – Hybrid in London
Research Scientist role focused on understanding and steering transformer-based large language model behaviour at Faculty. The work combines rigorous AI safety research, reproducible tooling, and practical applications.
Descriere
- Investigate AI safety questions that support the responsible deployment of trustworthy AI
- Plan and execute experiments to understand and influence model behaviour
- Use white-box and black-box approaches to analyse transformer-based large language models
- Write modular, reproducible Python research software with tools such as PyTorch
- Create and support the infrastructure and technical tools required for research
- Share results through academic publications, technical reports, and presentations
- Work with senior scientists to identify gaps in the literature, test hypotheses, and scope research programmes
- Explain technical findings to frontier laboratories, government organisations, external partners, and safety institutes
Cerințe
- Strong foundation in machine learning and transformer architectures, particularly large language models
- Working knowledge of white-box and black-box interpretability methods, including steering vectors and mechanistic interpretability
- Ability to derive well-formed hypotheses from structured technical challenges
- Advanced Python programming skills and experience with deep learning frameworks such as PyTorch
- Evidence of producing clean, modular research software
- Experience managing code with Git
- Clear communication skills for presenting complex technical ideas and experimental findings in reports and presentations
- Curious, rigorous, and analytical approach to research
- Familiarity with AI safety topics such as robustness, evaluation, or uncertainty calibration
- Ability to state whether UK work visa sponsorship is required
Beneficii
- Part-time working arrangements may be discussed
- Every application is reviewed by a person rather than decided by AI
- AI tools may be used for research and interview preparation
- Interview AI note-taking can be declined