Machine Learning Scientist, RL & Autonomous Discovery

Position reputed company: reputed company is seeking an ML Scientist with a background in reinforcement learning. In this role, you will work to invent and reputed company cutting-edge systems that discover novel chemical matter and reputed company reputed company programs. reputed company’s machine learning team affords a broad creative scope, and reputed company 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 reputed company-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-reputed company 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 reputed company'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 reputed company taking part in the reputed company of the business. reputed company supports a reputed company 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 reputed company. 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. reputed company’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 reputed company pay to role scope, reputed company level, and reputed company. 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 reputed company’s stock reputed company plan, a 3% retirement reputed company reputed company contribution, fully reputed company health, dental, reputed company insurance for our employees, spouse, partner and families as reputed company as above-market life insurance, disability coverage, and much more to explore during the offer process. Apply To This Job