Remote Staff ML Engineer — Production AI for Healthcare

machinifyinc; United States; Remote; USD 180,000 - 250,000; Full time

Benefits offered by this job

Equity

401(k) match

Tuition reimbursement

Unlimited paid time off

Job summary

machinifyinc is seeking a senior engineer to lead the development of production AI systems for automated healthcare document and claims review. You will shape technical direction, build scalable pipelines for processing vast volumes of medical records and benefits documents, and drive reliable, explainable AI workflows.

You will collaborate with data science, data engineering, and product teams, mentor engineers, and reduce technical debt while improving system reliability and observability

Qualifications

• Proven software engineering excellence with enterprise AI workflows.
• Strong backend skills in Java and Python; Scala a plus.
• Experience designing distributed systems and large-scale data pipelines.
• Record of deploying AI/ML approaches with emphasis on reliability and explainability.
• Familiarity with monitoring/observability tools (Prometheus, Grafana).
• Solid CS fundamentals and rigorous testing/code-quality practices.

Responsibilities

• Lead production AI systems for large-scale healthcare document review and claims processing.
• Design agent-based workflows for high-volume review and validation of claims.
• Improve the AI workflow ecosystem including prompt engineering and retrieval-augmented generation.
• Collaborate with data science, data engineering, and product teams to ship end-to-end systems.
• Reduce technical debt and improve scalability, reliability, and observability.
• Mentor engineers and promote production-grade AI development practices.

Skills

Java

Python

Scala

Distributed systems

Data pipelines

AI/ML deployment

Prometheus

Grafana

Testing

Education

Bachelor's degree in CS or related field

Tools

Spark

Flink

Kafka

Job description

machinifyinc is seeking a senior engineer to lead the development of production AI systems for automated healthcare document and claims review. You will shape technical direction, build scalable pipelines for processing vast volumes of medical records and benefits documents, and drive reliable, explainable AI workflows.

You will collaborate with data science, data engineering, and product teams, mentor engineers, and reduce technical debt while improving system reliability and observability