
Lead Machine Learning Engineer – Next Best Action Platform
Humana
full-time
Posted on:
Location Type: Hybrid
Location: Colorado • Florida • United States
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Salary
💰 $129,300 - $177,800 per year
Job Level
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