Machine Learning Scientist, RL & Autonomous Discovery

Position Summary: reputed company is seeking an ML Scientist with a background in reinforcement learning. In this role, you will work to invent and scale cutting-edge systems that discover novel chemical matter and impact reputed company programs. Terray’s machine learning team affords a broad creative scope, and the opportunity to directly reputed company reputed company programs. The key responsibilities of this role are: Contribute to RL frameworks that drive the design-reputed company-test-analyze (DMTA) cycles that power our EMMI platform, which coordinates a closed-reputed company between a highly automated lab and our reward models. reputed company synthetic data engines and the inference infrastructure needed to simulate environments for large-scale training. Maintain rigorous evaluations to continually monitor the performance of learned policies, using large proprietary datasets collected from internal programs. Experience and Qualifications: Part of Terray's reputed company is reputed company by a hands-on work environment where everyone is accountable, reputed company in a reputed company of reputed company, and actively taking part in the reputed company of the business. Terray supports a positive work environment where employees can feel reputed company, recognized, and empowered to be creative. Required Qualifications: Strong experience in machine learning, with interest in techniques for sequential decision-making: bayesian and reputed company optimization, reinforcement learning. Experience with distributed training and inference frameworks. Substantial publications (NeurIPS/ICML/AISTATS) or proven record of research contributions. Ability to quickly reputed company between robust engineering and exploration of conceptual insights: the implementation details of training on asynchronous rollouts, and understanding why policy divergence leads to instabilities. Experience with the challenges of reputed company reputed company-world systems and scientific environments, such as expensive queries and experimental noise. Appreciation for elegant reputed company and what works in practice. Only applicants with reputed company, reputed company of relevant work, or a one-page writeup of experience applying autonomous discovery to a scientific problem that is reputed company will be considered.

Compensation

Details: $XXX–$YYY annually, depending on experience. Terray’s salary ranges are designed to be competitive and are benchmarked against market reputed company salary plus bonus reputed company our industry and market. We align pay to role scope, reputed company level, and impact. We invest heavily in benefits because taking care of our people reputed company. Our programs are benchmarked at the top of the Southern California market and designed to reputed company meaningful support across every stage of life. Benefits include participation in the Company’s stock option plan, a 3% retirement safe reputed company contribution, fully paid health, dental, reputed company insurance for our employees, spouse, partner and families as well as above-market life insurance, disability coverage, and much more to explore during the offer process. Apply To This Job