Machine Learning Engineer Jobs

About The Position

Requirements

• Master’s degree in Computer Science, Machine Learning, Bioinformatics, Data Engineering, or related fields.
• 3+ years of industry experience building production-grade data and ML pipelines, preferably in life sciences supporting drug discovery.
• Hands-on experience deploying AI/ML models in drug discovery applications (e.g., computational biology/chemistry workflows).
• Experience with FAIR data principles and strong programming skills in Python and SQL (R is a plus).
• Proven experience in deploying and maintaining ML systems, including CI/CD, workflow orchestration, and monitoring.
• Experience with workflow orchestration tools (e.g., Airflow, Prefect).
• Experience with containerization and cloud infrastructure (Docker, Kubernetes, AWS or similar).

Responsibilities

• Support management of biobank scale datasets in Polaris, Maze’s internal platform supporting Compass, by building scalable data ingestion, cleaning, processing, and validation pipelines.
• Work with scientific compute teams to design and deploy machine learning models to support workflows in research and small molecule drug discovery (compound property prediction, assay data prediction, data analysis).
• Lead the evaluation and integration of Large Language Models (LLMs) to automate data ingestion workflows, enhance intelligent querying, and support user-facing variant association and scientific visualization platforms.
• Design and operate scalable ML and data platforms leveraging Terraform (IaC) and Git-based CI/CD pipelines, incorporating workflow orchestration, automated model lifecycle management, and production-grade monitoring and reliability.
• Collaborate with development organization to evaluate and deploy ML tools that support workflows across Regulatory, Clinical Operations, and Medical Affairs.
• Collaborate cross-functionally translate scientific requirements into production-grade systems.

Benefits

• competitive medical, dental, and vision insurance
• mental health offerings
• equity incentive plan
• 401(k) program with employer match
• generous holiday and PTO policy
• annual performance bonus