Lead Cognitive/Machine Learning Professional - MLP Remote US

Profile

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

As a Lead Cognitive/Machine Learning Professional, you may direct a small team of engineers. You will collaborate with data scientists, analysts, 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:

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

Additional Information

Humana and its subsidiaries require vaccinated associates who work outside of their home to submit proof of vaccination, including COVID-19 boosters. Associates who remain unvaccinated must either undergo weekly negative COVID testing OR wear a mask at all times while in a Humana facility or while working in the field.

#DHA #LI-Remote #HumanaStudioH

Scheduled Weekly Hours

40

Company info

Humana Inc.
Website : http://www.humana.com