Data Scientist - AI Evaluation & Benchmarking Manager
Indexed description
What Your Days Will Look Like
You’ll play a key role in building and evolving our AI benchmarking and experimentation platforms, enabling robust and repeatable model evaluation. Your work will directly influence AI model selection and technical strategy across PwC projects and client engagements.
- Design and run end to end benchmarking workflows, from understanding client use cases, designing and running benchmarking strategies, and generating business ready insights
- Build scalable evaluation frameworks, metrics and pipelines, combining hands-on engineering with continuous review of academic literature to ensure our evaluation strategies reflect leading research and best practice.
- Develop, maintain and improve experimentation infrastructure, ensuring robustness and production grade engineering.
- Produce clear, client ready insights and support technical demos and deep dive sessions.
- You have strong hands-on experience in Data Science concepts, or LLM experimentation using structured evaluation frameworks.
- You are highly proficient in Python, including asynchronous programming, multithreading and writing maintainable code
- You have experience deploying ML workloads to cloud platforms (Azure, AWS or GCP), with familiarity in CI/CD and containerisation (Docker/ Podman).
- You have applied knowledge of statistics and experimental design and can translate findings into actionable recommendations. You are comfortable managing fastmoving workstreams and operating autonomously.
- You demonstrate emerging leadership behaviours - taking initiative, influencing technical direction, communicating clearly and supporting the development of others.
- You are motivated by ownership and excited by the opportunity to shape AI research platforms that directly impact client engagements.
We offer a range of benefits including empowered flexibility and a working week split between office, home and client site; private medical cover and 24/7 access to a qualified virtual GP; six volunteering days a year and much more.
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