Machine Learning Scientist, RL – Autonomous Discovery
Employment Information
Report this job
Job expired or something wrong with this job?
Job Description
ML Scientist at Terray Therapeutics developing systems for discovering novel chemical matter using reinforcement learning techniques. Collaborative environment with a focus on machine learning and scientific problem-solving.
Responsibilities:
- Contribute to RL frameworks that drive the design-make-test-analyze (DMTA) cycles that power our EMMI platform, which coordinates a closed-loop between a highly automated lab and our reward models.
- Develop 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.
Requirements:
- Strong experience in machine learning, with interest in techniques for sequential decision-making: bayesian and black-box optimization, reinforcement learning.
- Experience with distributed training and inference frameworks.
- Substantial publications (NeurIPS/ICML/AISTATS) or proven record of research contributions.
- Ability to quickly switch 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 complex real-world systems and scientific environments, such as expensive queries and experimental noise.
- Appreciation for elegant ideas and what works in practice.
- Only applicants with github, proof of relevant work, or a one-page writeup of experience applying autonomous discovery to a scientific problem that is verifiable will be considered.
Benefits:
- participation in the Company’s stock option plan
- a 3% retirement safe harbor contribution
- fully paid health, dental, vision insurance for our employees, spouse, partner and families
- above-market life insurance
- disability coverage
- meaningful support across every stage of life
Similar Jobs
Ingeniero/a MLOps – Teletrabajo
Ingeniero/a MLOps working remotely with IRIUM on projects. Requires high level of English and extensive experience in MLOps or SRE.
Machine Learning Engineer – MLOps, Software Engineering
Machine Learning Engineer developing backend services for operational logistics at flaschenpost. Collaborating with Data Scientists to ensure robust ML services and pipelines.
Machine Learning Scientist, Molecular Interactions
ML Scientist at Terray Therapeutics extending structure informed models to causal models of in-vivo molecular interactions. Collaborating with teams to improve intermolecular interactions using machine learning.
AI / Machine Learning Consultant
Agentic AI/Machine Learning Consultant delivering ML/AI solutions for clients using AWS and GCP services. Collaborating with teams and mentoring while focusing on customer success.
CVML Engineer, See and Spray
Junior CVML Engineer at Blue River Technology implementing Data-Centric AI for global agriculture solutions. Collaborating in a multi-disciplinary team to enhance AI and machine learning capabilities.
Senior ML Engineer
Senior ML Engineer analyzing large datasets and building machine learning models for Sonatafy Technology. Collaborating with stakeholders in a fast-paced, client-first culture.
Engenheiro de Machine Learning
Machine Learning Engineer developing and maintaining pipelines for ML models at Rumo Logística. Collaborating with engineering teams for efficient data solutions in Brazil.
Machine Learning Engineer
Machine Learning Engineer designing robust AI/ML applications for CVS Health. Collaborating with data scientists and engineers to drive business insights and ensure application scalability.
Machine Learning Engineer
Machine Learning Engineer designing systems for real-time fraud detection. Leveraging applied ML and large-scale systems engineering in a remote-first culture.
Senior Machine Learning Operations Engineer
Senior Machine Learning Operations Engineer building real-time inference systems for risk decisioning at Mercury. Leading deployment infrastructures and ensuring high availability for ML models in production.
Staff Machine Learning Scientist
Staff Machine Learning Scientist developing production-grade AI systems for cancer biology at Natera. Leading technical strategy and deploying multi-modal foundation models.
Lead Machine Learning Operations Engineer
Lead Machine Learning Operations Engineer at Paramount responsible for ML system reliability and observability. Collaborating across teams to ensure production ML model health and governance.
Senior AI/Machine Learning Engineer
Senior AI/Machine Learning Engineer at DevIQ designing and deploying AI solutions. Collaborating with clients to address real business problems and ensuring effective model delivery.
AI/ML Engineer
AI/ML Engineer designing, building, and deploying advanced machine learning solutions for defense and national security missions. Role focuses on execution and operational systems impact.
AI/ML Engineer
AI/ML Engineer designing, building, and deploying machine learning models for defense missions. Focused on operational impact and end-to-end pipeline development.
AI/ML Engineer
AI/ML Engineer designing, building, and deploying machine learning solutions for defense and national security missions. Requires experience with Python and various ML frameworks.
Lead AI/ML Engineer
Distinguished AI/ML Engineering Lead integrating AI systems for mission success in secure environments. FTI Defense seeking a hands-on builder in high-stakes engineering solutions.
Distinguished AI/ML Engineering Lead
Distinguished AI/ML Engineer designing scalable AI systems for defense and intelligence sectors. Leading architectural integration of AI technologies into mission-critical operations.
Technical Lead - AI, MLOps
Technical Leader in AI & MLOps at Stefanini co-creating innovative solutions through cutting-edge technology. Focus on AI model deployment and operationalization with a global impact.
Staff Data & Machine Learning Engineer
Senior ML Engineer shaping the next generation of Boulevard's data platform and customer-facing data products. Designing systems that handle data and machine learning workloads collaboratively across teams.