Humana

Senior Data Scientist

San Antonio, Texas, United States

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
HealthcareIndustries

Senior Data Scientist

Employment Type: Full time

Position Overview

Become a part of our caring community and help us put health first. Growth Analytics & AI within Humana is dedicated to transforming members’ journeys and Humana’s services using technology and analytics. We are looking for a Senior Data Scientist who will utilize cutting-edge AI, NLP, GenAI techniques, build predictive modeling, test rigorous hypotheses, design studies, and turn data into actionable insights. Being part of a talented team of Data Scientists with broad skills and applications, the Senior Data Scientist will work cross-functionally and collaboratively with teams across the enterprise through innovative AI, machine learning, and R&D platforms. The scope of our work includes forecasting, predictive modeling, designing business experiments, and ROI studies.

The ideal candidate will have hands-on experience with healthcare data, demonstrated innovative, and creative methods for overcoming testing constraints, as well as successfully applying AI, NLP, GenAI, and machine learning techniques to address business needs. The Senior Data Scientist uses mathematics, statistics, modeling, business analysis, and technology to transform high volumes of complex data into advanced analytic solutions. The Senior Data Scientist’s work assignments involve moderately complex to complex issues where the analysis of situations or data requires an in-depth evaluation of variable factors.

The Senior Data Scientist 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. Exercises considerable latitude in determining objectives and approaches to assignments.

Use Your Skills to Make an Impact

This is a unique opportunity for a motivated individual to influence Humana’s vision to provide coordinated, integrated member journey via multiple innovative solutions. The Senior Data Scientist creates reports, projections, models, and presentations to support business strategy and tactics. This role influences department’s strategy, contributes to the decision making on complex issues regarding technical approach for project components, and works on model building use cases with minimal supervision. Exercises considerable latitude in determining objectives and approaches to assignments.

Responsibilities

As a Senior Data Scientist, you will:

  • Develop and validate machine learning and statistical models, predictions, reports, and presentations to support business strategy and tactics.
  • Develop, maintain, and collect structured and unstructured data sets for analysis and reporting.
  • Research and evaluate innovative analytical methodologies, approaches, and solutions.
  • Collaborate with analytics and data teams to set objectives, approaches, and work plans.
  • Interpret and communicate analytic results to analytical and non-analytical business partners.
  • Understand department, segment, and organizational strategy and operating objectives, including their linkages to related areas.
  • Compile and present regular and ad-hoc project status reports.
  • Follow established guidelines/procedures.

Required Qualifications

  • Master’s Degree in a quantitative discipline, such as Computer Science, Data Science, Mathematics, Statistics, or related quantitative field.
  • 3+ years of experience in advanced data analytics.
  • Demonstrated experience in working with assignments that involve moderately complex to complex issues where the analysis of situations or data requires an in-depth evaluation of variable factors with Python, R, SAS, similar statistical and scripting tools.
  • Experience developing and validating machine learning and statistical forecasting models or predictive models, including Random Forest, Gradient Boosting, Neural Networks, cluster analysis, regression analysis, time series, and forecasting.
  • Experience in d

Skills

AI
NLP
GenAI
Predictive Modeling
Hypothesis Testing
Machine Learning
R&D
Forecasting
Business Experiment Design
ROI Studies
Healthcare Data Analysis
Data Transformation
Statistical Modeling
Data Analysis
Reporting
Presentation Skills

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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