Senior Research Engineer in RL

The RL Engineer must accomplish the following:

• Develop novel algorithms and research ideas in fields such as RL and operational research with ML.
• Design and implement algorithms to best leverage modern hardware and distributed computing systems (CPUs, GPUs, TPUs, Cloud, etc.).
• Collaborate with the Research team to turn concept work into actionable content.
• Report and present experimental results and research findings clearly and efficiently, both internally and externally, orally and in writing in English.
• Upon request, collaborate with the business development team in their pre-sales activities, including but not limited to presenting the company to new prospective clients, and representing InstaDeep in conferences/events.

Who you are:

• You have significant experience in creating, training, validating, benchmarking, and monitoring ML and RL algorithms.
• You have significant experience in data frameworks and RL frameworks to create the pipelines needed to feed models with the appropriate data.
• You have a solid understanding of software development, data engineering, ML, and RL principles.
• You can clearly explain complex outcomes to a wide range of audiences.
• You know how to work in a team.
• You deeply understand data science and statistical methods, tools, and algorithms, such as RLLib, CleanRL, SB3, Scikit-Learn, TensorFlow, PyTorch, Jax, XGBoost, Pandas, MLFlow, or similar MLOps frameworks.

Requirements:

• M.S./Ph.D. degree in Computer Science, Operational Research, Reinforcement learning or related field.
• At least 5 years of experience in Python and using using deep learning frameworks such as Jax, PyTorch, Tensorflow and/or Keras
• Proficiency with Git workflow or similar development with best coding practices.
• Research and software engineer experience demonstrated via contributions to open source, work experience or coding competitions.
• Excellent communication skills and collaboration with researchers and developers.
• Excellent English skills. German fluency is a plus.
• Professional experience in AI or similar fields is a plus.
• By applying you confirm you can demonstrate that you have the right to work in France or Germany.