Healthcare AI Developer for Clinical Trials & LLM Pipelines

Massive Bio, Inc.; Kadıköy; On-site; TRY 400,000 - 700,000; Full time

Job summary

Massive Bio, Inc. is seeking an AI Developer to join our engineering team and build intelligent healthcare agents on our Agent Studio platform. You’ll design, develop, and deploy AI-powered microservices that process medical records and match patients to clinical trials.

You’ll work with LLMs, vector databases, and healthcare data standards, writing production code daily and collaborating with clinical teams to translate medical workflows into scalable agent pipelines.

Qualifications

• 3+ years of professional software development experience.
• Professional proficiency in English, both written and spoken.
• Strong Python skills (async/await, Pydantic, FastAPI or similar frameworks).
• Experience with LLMs prompt engineering, function calling, RAG pipelines, or fine‑tuning.
• REST API design and implementation.
• SQL proficiency (PostgreSQL preferred).
• Git workflow (branching, PRs, code review).
• Comfortable with Docker and containerized deployments.
• Strong problem‑solving skills and ability to work independently.

Responsibilities

• Build AI agents as Python microservices using massivebio-agent-sdk.
• Design and implement multi‑agent pipelines for medical data processing (OCR, clinical abstraction, terminology mapping, FHIR generation).
• Integrate LLMs (GPT‑4o, GPT‑5) for clinical text extraction, summarization, and decision support.
• Work with vector databases for semantic search, RAG, and terminology resolution.
• Build and maintain integrations with healthcare systems (Azure FHIR, HL7, SNOMED CT, RxNorm, LOINC).
• Develop dashboard features for agent management, monitoring, and deployment.
• Write clean, tested production‑ready code with proper error handling and observability.
• Collaborate with clinical teams to translate medical workflows into agent pipelines.

Skills

Python

LLMs

REST API

SQL

Git

Docker

English

Async

Pydantic

FastAPI

Tools

massivebio-agent-sdk

Qdrant

Azure DevOps

GitHub Actions

Job description

Massive Bio, Inc. is seeking an AI Developer to join our engineering team and build intelligent healthcare agents on our Agent Studio platform. You’ll design, develop, and deploy AI-powered microservices that process medical records and match patients to clinical trials.

You’ll work with LLMs, vector databases, and healthcare data standards, writing production code daily and collaborating with clinical teams to translate medical workflows into scalable agent pipelines.