Note: The job is a remote job and is open to candidates in USA. Lyra Health is a leading provider of evidence-based mental health care and an AI-powered platform transforming access to mental health services. The Senior AI/ML Backend Engineer will build backend services and infrastructure for machine learning and generative AI product features, deploy and manage production applications, and lead cross-functional projects.
Responsibilities
- Be part of a team working on building our machine learning and generative AI backend services that will support the many ML/AI product features
- Create the necessary backend infrastructure to enable scalable, resilient and highly performant solutions
- Deploy and manage various applications in production
- And of course, you will be coding every day!
Skills
- - 6+ years of experience delivering production ready products
- - Ability to write high-quality code in Python
- - Experience with modern async Python web frameworks (e.g., FastAPI) and handling data streaming (WebSockets, Server-Sent Events)
- - Experience working with Docker and deploying applications to Kubernetes
- - Experience with relational and low-latency databases
- - Experience integrating RAG (retrieval-augmented generation) into AI features
- - Experience building generative AI chatbots
- - Experience with LLM observability and monitoring tools (e.g., Langfuse) to track latency, token usage, and output quality
- - Familiarity with LLM orchestration frameworks (e.g., LangChain, LlamaIndex) and integrating with foundation model APIs (e.g., OpenAI, Anthropic, AWS Bedrock)
- - 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 setting up and maintaining vector databases
- - Experience working with Celery
- - Experience defining and using Protobuf messages
- - 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
Benefits
- Remote work arrangement
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