OneStudyTeam is looking to build cutting-edge AI products that directly impact how new therapies reach patients by speeding up clinical trials and increasing the chance of new therapies being approved, with the ultimate goal of improving patient outcomes.
Requirements
- Extensive ML engineering experience: 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 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 to ensure reliable, scalable deployments.
- Strong understanding of machine learning fundamentals (model selection, training, evaluation, feature engineering) and statistical modeling.
Responsibilities
- Build and deploy AI-driven products that accelerate clinical trials and improve patient outcomes.
- Develop advanced ML models and LLM-powered agents for critical use cases like patient recruitment, enrollment forecasting, and study feasibility.
- Leverage modern cloud tools and MLOps best practices to build robust data pipelines and deploy models at scale.
- Collaborate across teams of data scientists, product managers, designers, engineers, and domain experts to integrate AI capabilities into our platform (including Care Access products).
- 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.
- Experiment with cutting-edge techniques and turn promising prototypes into production features that drive our mission forward.
Other
- You thrive on solving complex problems, pay close attention to detail, and consistently seek to automate and improve processes.
- You shine as a collaborator and excel as an individual contributor, with the courage to tackle challenging problems and the humility to learn and adapt.
- Your initiative and discipline allow you to thrive while working remotely, and your high degree of empathy and communication skills makes you the kind of colleague everyone wants on their team.
- Mission-driven and business-focused mindset: 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.
