Member of Technical Staff, Reinforcement Learning

About Outerport

EDA for Industrial Control Systems

The role

We’re looking for candidates with experience building reinforcement learning-based LLM training pipelines.As part of our founding team you may:* Train reinforcement learning-based LLMs to solve tasks in the domain of materials science, chemical engineering, and engineering science* Integrate simulation tools and real hardware to collect data* Work with and source data from vendors* Evaluate, test, and deploy modelsQualifications (none of these are hard requirements)* Industry experience or projects working on hard problems in machine learning (with Python / PyTorch)* Being scrappy (getting things done, over theoretical soundness)* Publication record in venues like ICLR, NeurIPS, ICML, and others* Good visual taste / an appreciation for aesthetics* A reputation for having an “engineering mindset”* Strong communication skills* Experience working with various engineering simulation tools (e.g. CAE, EDA tools)* Interest in manufacturing, engineering, EPC, semiconductors, materials science

Skills

• Torch/PyTorch
• Machine Learning
• LLMs