Senior Remote Decision Intelligence Engineer

Humana Inc; Hartford (CT); Remote; USD 107,000 - 147,000; Full time

Benefits offered by this job

Medical benefits

401(k) retirement plan

Paid time off

Job summary

Humana Inc. is seeking a Senior Machine Learning Engineer, Decision Intelligence to build, deploy, and operate ML pipelines for the NBA Decision Intelligence Platform.

You will focus on production pipeline development, MLOps, feature engineering, and monitoring to ensure accurate decisions for members while respecting eligibility rules. You will work with ML engineers, data engineers, platform engineers, and product owners to deliver scalable, auditable production systems that meet healthcare

Qualifications

• Bachelors in computer science or relevant field.
• 5+ years (post undergraduate level) of software engineering or quantitative research experience building and operating large-scale production systems, with emphasis on data-intensive platforms, recommendation systems, optimization engines, or simulation frameworks serving millions of users.
• 2+ years (post graduate level) of software engineering or quantitative research experience building and operating large-scale production systems, with emphasis on data-intensive platforms, recommendation systems, optimization engines, or simulation frameworks serving millions of users.
• 2+ years of hands-on experience implementing reinforcement learning, operations research methods, or simulation-driven decision systems in production.
• Deep familiarity with Markov Decision Processes, Bellman-equation-based value estimation, reward or objective shaping, exploration-exploitation tradeoffs, and constraint formulation in real-world decision systems.

Responsibilities

• Build, deploy, and operate ML and decisioning pipelines for the NBA Decision Intelligence Platform.
• Focus on production pipeline development, MLOps, feature engineering, scoring workflows, monitoring, and optimization-aware decisioning.
• Collaborate with ML engineers, data engineers, platform engineers, product owners, and decision engine teams to deliver reliable, scalable systems.
• Ensure the platform selects the right action for the right member while respecting clinical eligibility, suppression rules, channel constraints, and program goals.

Skills

Python

PyTorch

TensorFlow

Ray RLlib

Databricks PySpark Delta Lake

MLflow

MLOps

Reinforcement learning

Distributed training

Production systems

Education

Bachelor's in computer science or relevant field

Tools

Databricks

PySpark

Delta Lake

MLflow

Gymnasium

SimPy

Job description

Humana Inc. is seeking a Senior Machine Learning Engineer, Decision Intelligence to build, deploy, and operate ML pipelines for the NBA Decision Intelligence Platform.

You will focus on production pipeline development, MLOps, feature engineering, and monitoring to ensure accurate decisions for members while respecting eligibility rules. You will work with ML engineers, data engineers, platform engineers, and product owners to deliver scalable, auditable production systems that meet healthcare