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Humana Lead Cognitive/Machine Learning Professional - MLP in Davenport, Iowa

Description

You will have the opportunity to work on challenging Machine Learning and AI projects with the goal to improve the everyday life of our members.

Responsibilities

You will have the opportunity to work on challenging Machine Learning and AI projects with the goal to improve the everyday life of our members. As Lead, you may direct a small team of engineers. You will collaborate with data scientist, analyst, business and IT teams to design, implement, and deploy Machine Learning and AI services using Python, PySpark, Azure services, Databricks, Terraform, and other open-source software. You will be expected to lead by example, to develop plans, designs, code, and documentation, and to perform code reviews, testing, and debugging. You will embrace and enforce best practices in our data science community with automated, repeatable data pipelines.

Some examples of how we add capabilities to Humana's Machine Learning Platform include:

Creating templates for data scientists, embracing leading-edge modeling techniques

Establishing a Feature Store with tens of thousands of features available to use in predictive models

Defining monitoring, auditing, data lineage, and dependency tracking for data pipelines to improve quality

Integrating ethical AI bias monitoring and drift analysis into modelling processing

Standardizing the definitions of clinical, financial, and actuarial features for use across the business

Engineering Philosophy

Building safe, secure

  • Build and deploy ML models on Azure, using best practices in security, and Azure services

  • Understand best practices for effective predictive models, including cluster management and algorithms, and evangelize with Humana Data Scientists

  • Thrive in a fast-paced agile environment, closely interacting with business analysts, software engineers, machine learning scientists, data engineers, and data scientists

  • Mentor junior team members, to help grow and mature the overall skillset of the team

Role Essentials

  • BS in Computer Science or related field

  • 3+ years of experience working on cloud platforms

  • 5+ years of experience with Machine Learning and AI

  • 5+ years of software development experience, with significant Python experience

  • Solid knowledge of data structures and algorithms

  • Ability to learn new technologies and comprehend unfamiliar data domains and business processes quickly

Role Desirables

  • Open-source contributions and portfolio of shipped code at GitHub

  • Familiar with healthcare applications, terminologies, and data

  • Passion projects with ML/AI/NLP, for example Kaggle competitions and Hackathons

#HumanaStudioH

Scheduled Weekly Hours

40

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