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OneStudyTeam · 1 day ago

Senior Machine Learning Engineer

United States

Full-time

Remote

Senior Level

5+ years exp

OneStudyTeam is a company focused on speeding up clinical trials and improving patient outcomes through their cloud-based platform. The Senior Machine Learning Engineer will play a key role in building AI-driven products that enhance clinical research and improve patient care, leveraging advanced machine learning techniques and collaborating with various teams.

Clinical TrialsSoftware

No H1B

Responsibilities

Build and deploy AI-driven products that accelerate clinical trials and improve patient outcomes. Your work will deliver scalable machine learning solutions to complex, real-world problems in clinical research

Develop advanced ML models and LLM-powered agents for critical use cases like patient recruitment, enrollment forecasting, and study feasibility. You'll also help expand our AI knowledge base architecture to support these innovative solutions

Leverage modern cloud tools and MLOps best practices to build robust data pipelines and deploy models at scale. You'll use technologies like Python (and Clojure), AWS services (Athena, Bedrock, SageMaker, etc.), dbt, Prefect, and CI/CD automation with monitoring to ensure models are reliable and up-to-date

Collaborate across teams of data scientists, product managers, designers, engineers, and domain experts to integrate AI capabilities into our platform (including Care Access products). Ensure these AI solutions seamlessly support and enhance clinical research workflows for end-users

Continuously learn and innovate. Stay up-to-date with the latest developments in ML/AI (LLMs, NLP, probabilistic modeling, etc.) and proactively bring new ideas to the team. You'll have the freedom to experiment with cutting-edge techniques and turn promising prototypes into production features that drive our mission forward

Qualification

Machine Learning EngineeringPythonAWSMLOpsSQLNLPStatistical ModelingClojureAnalytical Problem-SolvingEmpathy

Required

5+ years of hands-on experience building and deploying machine learning solutions in production at scale

Proven ability to implement end-to-end ML pipelines from data ingestion to model serving for real-world applications used by real people

Proficiency in Python and its ML ecosystem (pandas, scikit-learn, TensorFlow/PyTorch), with clean and efficient coding practices

Comfortable working with large datasets, writing complex SQL queries, and leveraging modern data processing frameworks

Experience with functional programming (e.g. Clojure) is a plus but not required

Experience with modern cloud infrastructure (AWS or similar) and containerization tools like Docker

Familiarity with MLOps best practices such as CI/CD pipelines, automated testing, and monitoring model performance/data drift

Strong understanding of machine learning fundamentals (model selection, training, evaluation, feature engineering) and statistical modeling

Familiarity with NLP and large language models is important

Ability to break down complex problems and devise effective, efficient ML solutions

A passion for our mission to speed up clinical trials and improve patient outcomes

Empathy for patients, clinicians, and researchers drives you to build unbiased AI solutions

Company

OneStudyTeam

Glassdoor2.5

OneStudyTeam is a cloud-based software company that work to ensure therapeutic development moves at the speed of science. It is a sub-organization of Reify Health.

Founded in 2012

Boston, Massachusetts, USA

201-500 employees