Informazioni sul posto vacante
MDiet is hiring an ML/AI Lead for an early-stage healthtech startup building an AI-powered platform to reduce patient readmissions for the US healthcare market. The role is based in Astana, with office work for 7–9 months followed by hybrid or remote work, and offers $4,000–$5,000 USD gross plus equity.
Company
MDiet is an early-stage HealthTech startup developing an AI-powered platform that helps reduce patient readmissions. The product targets the US healthcare market.
Responsibilities
- Design and build multi-step LLM agents and pipelines for medical data curation
- Develop production RAG systems with high grounding and citation quality
- Deploy and optimize self-hosted LLM inference with cost and throughput optimization
- Fine-tune open-source models on domain-specific medical data with measurable improvement
- Build data pipelines and versioning for documents, embeddings and training data
- Create evaluation frameworks, guardrails and hallucination control systems
- Implement reliable structured output and data extraction
- Work closely with physicians and the Platform Architect
Conditions
- Location: Astana
- Office work for 7–9 months, followed by hybrid or remote work
- Salary: $4,000–$5,000 USD gross
- Equity included
- Relocation to the US upon successful company growth may be discussed individually
Tech Stack
- LangGraph
- LangChain
- vLLM
- Hugging Face
- PyTorch
- PEFT
- Vector databases
- Advanced RAG
- Prompt Engineering
- Embeddings
- FastAPI
- PostgreSQL
- Docker
- Kubernetes
- Arq
- Celery
- Redis Streams
- Apache Airflow
- AWS
- Structured output tools: Outlines, Guidance, Instructor