[Remote] Principal Data Scientist at Humana

San Antonio, Texas, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, Artificial IntelligenceIndustries

Requirements

Master’s degree or Ph.D. in Data Science, Computer Science, Artificial Intelligence, or a related field
Minimum of 10 years of relevant experience in data science
5+ years specifically focused on AI and NLP applications
Proficiency in programming languages such as Python or R
Extensive experience in NLP libraries (e.g., NLTK, spaCy, Hugging Face Transformers)
Extensive experience in frameworks like TensorFlow or PyTorch for model development
Demonstrated ability to process and analyze large textual datasets, extracting meaningful insights, building predictive models, using generative AI techniques
Exceptional verbal and written communication skills
Strong analytical and critical thinking abilities

Responsibilities

Design AI solutions using Python, computer vision, and generative models like LLMs and diffusion models
Ensure responsible development aligned with Humana’s ethical standards, focusing on transparency, safety, and real-world impact
Design autonomous AI agents using frameworks (i.e. LangChain, LangGraph, AutoGen, CrewAI) to support reasoning and decision-making in healthcare
Embed AI into Humana’s systems and workflows
Partner with business teams to understand challenges, co-create solutions, and communicate AI capabilities clearly
Design for scalability, reliability, and compliance
Work with engineering and product teams to implement best practices for deploying and maintaining AI models in production
Develops, maintains, and collects structured and unstructured data sets for analysis and reporting
Creates reports, projections, models, and presentations to support business strategy and tactics
Works with senior executives to develop and drive segment or enterprise-wide functional strategies
Advises one or more areas, programs or functions and provides recommendations to senior executives on matters of significance
Use your skills to make an impact

Skills

Python

Computer Vision

Generative Models

LLMs

Diffusion Models

LangChain

LangGraph

AutoGen

CrewAI

AI Solution Design

Responsible AI

Accountable AI

Scalability

Reliability

Compliance

Data Science

AI Systems Design

Humana

Health insurance provider for seniors and military

About Humana

Humana provides health and well-being services, focusing on Medicare Advantage plans for seniors, military personnel, and communities. Their plans include HMO, PPO, and PFFS options, designed to improve health outcomes through comprehensive and flexible coverage. Humana's revenue comes from government contracts and member premiums, and they aim to maintain high renewal rates by offering quality service and competitive benefits. The company stands out by fostering a culture of inclusivity and belonging among its employees, while also ensuring accessibility for all members, including offering free language interpreter services. Humana's goal is to deliver value to its members through an extensive provider network and innovative health solutions.

Louisville, KentuckyHeadquarters

1961Year Founded

IPOCompany Stage

Social Impact, HealthcareIndustries

10,001+Employees

Risks

Potential over-reliance on AI could disrupt operations if systems fail or are compromised.

Rising medical costs and tightening Medicare reimbursements may strain financial performance.

Leadership change with new CEO Jim Rechtin could lead to strategic disruptions.

Differentiation

Humana is a leader in Medicare Advantage plans, focusing on seniors and military personnel.

The company emphasizes inclusivity, offering free language interpreter services for accessibility.

Humana leverages AI and cloud technologies through a partnership with Google Cloud.

Upsides

Humana's investment in Healthpilot enhances digital enrollment for Medicare options.

The company is the first insurer to cover TMS therapy for adolescent depression.

Humana's focus on value-based care aims to improve outcomes for kidney disease patients.

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