Humana

Lead Machine Learning Engineer – Next Best Action Platform

Humana

full-time

Posted on:

Location Type: Hybrid

Location: ColoradoFloridaUnited States

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Salary

💰 $129,300 - $177,800 per year

Job Level

Tech Stack

About the role

  • architect, develop, and manage machine learning systems that enable real-time, personalized decision-making across digital and assisted channels.
  • lead the creation of ML pipelines, online inference services, and decision-time scoring logic.
  • design and manage end-to-end machine learning systems, including: Feature engineering and reuse strategies, Offline training pipelines, Online inference and scoring services.
  • ensure systems meet stringent requirements for latency, scalability, reliability, and correctness in real-time contexts.
  • build and operationalize models such as propensity or likelihood prediction, uplift or incremental impact models, engagement or responsiveness scoring.
  • collaborate with analytics and product teams to translate business objectives into measurable modeling outcomes.

Requirements

  • 8+ years of experience in machine learning engineering, applied ML, or data-driven platform development
  • 3+ years in a technical lead or senior ML engineering capacity
  • Deep expertise in: Feature engineering and data pipelines, Model training and evaluation, Real-time or near-real-time inference systems
  • Strong software engineering skills in Python, Java, or similar languages
  • Practical experience with AI-assisted development tools to streamline ML workflows.
Benefits
  • medical, dental and vision benefits
  • 401(k) retirement savings plan
  • time off (including paid time off, company and personal holidays, volunteer time off, paid parental and caregiver leave)
  • short-term and long-term disability
  • life insurance
  • many other opportunities.
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
machine learningfeature engineeringdata pipelinesmodel trainingmodel evaluationreal-time inference systemsPythonJavaML pipelinesdecision-time scoring
Soft Skills
leadershipcollaborationcommunication