Freed
ML Engineer
San Francisco , Remote. Posted 15 days ago
The role
You will develop, evaluate, and improve machine learning models and AI-powered product capabilities. You will build and maintain production ML pipelines, services, and supporting infrastructure.
What you will do
- Develop, evaluate, and improve machine learning models and AI-powered product capabilities.
- Build and maintain production ML pipelines, services, and supporting infrastructure.
- Design experiments and evaluation frameworks to measure model quality, reliability, and performance.
- Collaborate with product and engineering teams to translate user needs into practical technical solutions.
- Improve the scalability, efficiency, and reliability of ML systems in production.
- Investigate model failures, identify opportunities for improvement, and iterate using real-world feedback.
- Contribute to technical decisions and engineering best practices across the ML lifecycle.
Required qualifications
- Strong software engineering fundamentals and experience building production systems.
- Hands-on experience developing and deploying machine learning solutions.
- Proficiency in Python and familiarity with modern ML frameworks and tooling.
- Experience evaluating model performance and improving systems through experimentation.
- Understanding of ML infrastructure, deployment, monitoring, and production reliability.
- Ability to work independently, communicate clearly, and collaborate across disciplines.
- Comfort operating in a fast-moving environment with evolving technical and product requirements.
Nice to have
- Experience with large language models, generative AI, or speech-related ML systems.
- Experience with model evaluation, fine-tuning, or inference optimization.
- Familiarity with healthcare technology or other high-reliability product environments.
- Experience building ML products in an early-stage startup.
About the company
Freed is building AI-powered tools that reduce the administrative burden on healthcare professionals, giving clinicians more time to focus on patient care.