Lyra Health is the leading provider of mental health solutions for employers, supporting over 20 million people globally. They are seeking a Senior Machine Learning Engineer to build tooling and services for ML and generative AI products that have a significant impact within the organization.
Responsibilities:
- Build tooling and services that power the machine learning and generative AI powered solutions in production
- Training and inference platform services
- The model evaluation metrics and testing framework
- Build services that expose machine learning and AI based products
- Deploy and manage various applications that power various components of the the AI/ML SDLC process
- And of course, you will be coding every day!
Requirements:
- 6+ years of experience deploying ML/AI solutions in production environments
- Ability to write high-quality code in Python
- Experience building RESTful APIs
- Experience defining and using Protobuf messages
- Experience working with Docker and deploying applications to Kubernetes
- Experience with relational and low-latency databases
- Experience working with Celery
- A strong desire to work on ML/AI based products
- A desire to learn new technologies quickly
- A love of building systems from scratch
- A thoughtful approach to balancing quality and deadlines in fast-paced settings
- Excellent communication skills with a talent for building consensus and alignment
- Strong organizational skills and the ability to distill complex problems into clear priorities that move the team and business forward
- Experience building RAG (retrieval-augmented generation) based solutions
- Experience setting up and maintaining vector databases
- Experience writing production code in Java/Kotlin
- Experience building solutions on cloud infrastructure, particularly AWS
- Experience working with highly sensitive data in a healthcare environment