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Senior Data Scientist - NLP, LLM, and GenAI

Humana

Humana

Software Engineering, Data Science
Remote
Posted on Wednesday, October 25, 2023

Description

Humana is seeking a Senior Data Scientist who has experience with Natural Language Processing (NLP), Large Language Models (LLM), and Generative AI (GenAI). The ideal candidate will have experience developing NLP models with transformer architecture and preferably have experience with Hugging Face. This is your opportunity to join our Fortune #40, Best Places to Work company and help us make a difference as we help our members achieve their best health!

Responsibilities

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 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.

  • Begins to influence department’s strategy.

  • Makes decisions on moderately complex to complex issues regarding technical approach for project components, and work is performed without direction.

  • Exercises considerable latitude in determining objectives and approaches to assignments.

Required Qualifications

  • Bachelor's Degree and 5 years of applicable experience OR Master's Degree and 3 or more years of experience

  • Experience developing natural language processing (NLP) models with transformer architecture

  • Strong knowledge of and measurable experience with Large Language Models (LLM) and Generative AI (GenAI)

  • Experience in using mathematics, statistics, modeling, business analysis, and technology to transform high volumes of complex data into advanced analytic solutions

  • 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

  • Experience in developing, maintaining, and collecting structured and unstructured data sets for analysis and reporting

  • Experience in creating reports, projections, models, and presentations to support business strategy and tactics

  • Ability to make decisions on moderately complex to complex issues regarding technical approach for project components

Preferred Qualifications

  • Master's Degree or PhD in NLP or a quantitative discipline, such as Computer Science, Mathematics or Statistics and/or related field

  • Healthcare or managed care experience

  • Demonstrated experience with Python, Hugging Face, TensorFlow, PyTorch, Spark or similar statistical tools

Additional Job Description

Additional Information

Location/Work Style: Remote US

Why Humana?

At Humana, we know your well-being is important to you, and it’s important to us too. That’s why we’re committed to making resources available to you that will enable you to become happier, healthier, and more productive in all areas of your life. Just to name a few:

  • Work-Life Balance

  • Generous PTO package

  • Health benefits effective day 1

  • Annual Incentive Plan

  • 401K - Excellent company match

  • Well-being program

  • Paid Volunteer Time Off

  • Student Loan Refinancing

If you share our passion for helping people, we likely have the right place for you at Humana.

Work at Home Guidance

To ensure Home or Hybrid Home/Office associates’ ability to work effectively, the self-provided internet service of Home or Hybrid Home/Office associates must meet the following criteria:

  • At minimum, a download speed of 25 Mbps and an upload speed of 10 Mbps is recommended to support Humana applications, per associate.

  • Wireless, Wired Cable or DSL connection is suggested.

  • Satellite, cellular and microwave connection can be used only if they provide an optimal connection for associates. The use of these methods must be approved by leadership. (See Wireless, Wired Cable or DSL Connection in Exceptions, Section 7.0 in this policy.)

  • Humana will not pay for or reimburse Home or Hybrid Home/Office associates for any portion of the cost of their self-provided internet service, with the exception of associates who live or work from Home in the state of California, Illinois, Montana, or South Dakota. Associates who live and work from Home in the state of California, Illinois, Montana, or South Dakota will be provided a bi-weekly payment for their internet expense.

  • Humana will provide Home or Hybrid Home/Office associates with telephone equipment appropriate to meet the business requirements for their position/job.

This is a remote position.

Scheduled Weekly Hours

40

Pay Range

The compensation range below reflects a good faith estimate of starting base pay for full time (40 hours per week) employment at the time of posting. The pay range may be higher or lower based on geographic location and individual pay decisions will vary based on demonstrated job related skills, knowledge, experience, education, certifications, etc.


$104,800 - $144,300 per year


This job is eligible for a bonus incentive plan. This incentive opportunity is based upon company and/or individual performance.

Description of Benefits

Humana, Inc. and its affiliated subsidiaries (collectively, “Humana”) offers competitive benefits that support whole-person well-being. Associate benefits are designed to encourage personal wellness and smart healthcare decisions for you and your family while also knowing your life extends outside of work. Among our benefits, Humana provides medical, dental and vision benefits, 401(k) retirement savings plan, time off (including paid time off, company and personal holidays, volunteer time off, paid parental and caregiver leave), short-term and long-term disability, life insurance and many other opportunities.