[Remote] Data Scientist - Generative AI at Humana

San Antonio, Texas, United States

Apply Now

Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

HealthcareIndustries

Requirements

Bachelor's Degree with at least 4 years of technical experience OR a Master’s Degree in Math, Computer Science, Analytics, Quantitative Social Sciences, or related analytical field and 1 year of experience
Proficiency in SQL, Python, and data analysis/data mining tools
Experience with machine learning frameworks like Scikit-Learn, TensorFlow, or PyTorch
Experience with large language models, transformers, and model providers
Preferred Qualifications
Ph.D. in a quantitative discipline, such as Computer Science, Data Science, Machine Learning, or related field
Prior experience in healthcare
Experience in Big Data environment, specifically PySpark and/or Databricks
Experience in cloud computing, Azure, AWS, or GCP
Clear and concise oral and written communication skills
Ability to communicate statistical concepts to broad audiences
Hands-on experience deploying Generative AI solutions

Responsibilities

Develop and validate machine learning and statistical analysis using Python, R, SQL, programming languages and packages
Design Generative AI solutions using Python, generative models like LLMs (API and open-source models), and frameworks (i.e., LangChain, LangGraph, Google Agent Development Kit)
Develop, maintain, and collect structured and unstructured data sets for analysis and reporting
Create reports, projections, models, and presentations to support business strategy and objectives
Interpret and communicate analytic results to analytical and non-analytical business partners
Partner with business teams to understand challenges, co-create solutions, and communicate AI capabilities, especially generative AI

Skills

Python

SQL

Machine Learning

Statistics

NLP

Generative AI

LLMs

LangChain

LangGraph

Google Agent Development Kit

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.

Land your dream remote job 3x faster with AI

Try Jobo Free