Staff ML Engineer

The role

You will lead the design and development of large-scale systems that bring AI into production to transform Payment Integrity and Audit solutions. This involves developing document processing pipelines and agentic workflows to automate complex healthcare workflows.

What you will do

• Lead development of document processing pipelines for medical records, claims, and benefits data.
• Design and implement agentic workflows to review and validate healthcare claims.
• Evolve the agentic ecosystem through prompt development, multi-modal LLMs, RAG, and workflow orchestration.
• Collaborate across Data Science, Data Engineering, and Product teams.
• Address infrastructure needs by reducing tech debt and strengthening system reliability.
• Mentor and guide engineers on designing production-grade AI systems.

Required qualifications

• Deep software engineering experience building agentic systems or AI-driven workflows in an enterprise setting.
• Strong programming expertise in Java and Python.
• Experience designing and scaling large-scale, distributed systems and pipelines.
• Ability to productionize AI/ML techniques like LLM prompt engineering, RAG, workflow automation, and agents.
• Knowledge of monitoring and observability tools (Prometheus, Grafana or similar).
• Strong CS fundamentals including data structures, asynchronous programming, and system design.
• Success in reducing manual processes through automation.
• Collaborative mindset for working with cross-functional teams.
• Bachelor's or Master's degree in Computer Science or a related field (or equivalent practical experience).
• Track record of building and shipping enterprise-grade AI/ML systems in production.
• Strong testing and code quality discipline.

Nice to have

• Experience in Scala
• Experience in healthcare, fintech, or other regulated domains
• Experience with big-data tools and distributed systems frameworks (e.g., Spark, Flink, Kafka, Airflow, Ray)

Benefits

• Top Medical/Dental/Vision offerings
• FSA/HSA
• Tuition reimbursement
• Competitive salary
• 401(k) with company match
• Unlimited PTO
• Additional health and wellness benefits and perks

About the company

Machinify is a healthcare intelligence company that delivers value, transparency, and efficiency to health plan clients. It uses an AI-powered platform deployed by over 85 health plans.