Machine Learning Engineer- Reinforcement Learning

This Machine Learning Engineer role in London, England is focused on they're hiring an ML Engineer - Reinforcement Learning to build those agents and get them running on real data centres. It would suit someone who can bring you want both halves of this job to the role.

Known job details

• Location: London, England
• Work model: Hybrid
• ML Engineer - Reinforcement Learning London (hybrid, 1 day/week in Kings Cross)- Solve Data Centres Cooling issues.
• Design reward functions and constraints that hold up against physical limits and SLAs, not just in a notebook.
• Move between research-style exploration and the engineering work to make something stable on a real site.
• Build and improve the physics-based simulators, surrogate models, and digital twins the agents train against.

Likely focus of the role

• They're hiring an ML Engineer - Reinforcement Learning to build those agents and get them running on real data centres.
• Inspect, maintain, repair, install, design, or improve technical systems according to the role.

Requirements mentioned

• RL experience limited to advertising or multi-armed bandits won't carry over here - the physical world doesn't behave like a recommendation system.
• 3-5 years training and deploying deep RL agents in Python.
• PyTorch or JAX, and RL libraries such as Gymnasium.