Humana is seeking to improve care quality and experience of millions of consumers through AI innovation, specifically by developing robust and reusable AI modules and pipelines, and creating safe AI solutions that will revolutionize and improve healthcare experience and outcomes for customers.
Requirements
- Proficiency in programming languages such as Python or R, with extensive experience in NLP libraries (e.g., NLTK, spaCy, Hugging Face Transformers) and frameworks like TensorFlow or PyTorch for model development.
- Experience with cloud-based AI solutions (e.g., AWS, Azure)
- Familiarity with data visualization tools such as Tableau or Power BI for presenting findings.
- Technical Skills: Proficiency in programming languages such as Python or R
- Analytical Expertise: Demonstrated ability to process and analyze large textual datasets, extracting meaningful insights, building predictive models, using generative AI techniques.
- Experience with generative models like LLMs and diffusion models
- Experience with frameworks like LangChain, LangGraph, AutoGen, CrewAI
Responsibilities
- AI Innovation & Responsible Generative AI Design AI solutions using Python, computer vision, and generative models like LLMs and diffusion models.
- Agentic AI System Design Build autonomous AI agents using frameworks (i.e. LangChain, LangGraph, AutoGen, CrewAI) to support reasoning and decision-making in healthcare.
- Enterprise Integration & Business Collaboration Embed AI into Humana’s systems and workflows.
- MLOps & DevOps Collaboration 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.
Other
- Educational Background: Master’s degree or Ph.D. in Data Science, Computer Science, Artificial Intelligence, or a related field.
- Experience: Minimum of 10 years of relevant experience in data science.
- Communication Skills: Exceptional verbal and written communication skills, with a proven ability to articulate complex concepts in a clear and concise manner to diverse audiences, including non-technical stakeholders.
- Travel: While this is a remote position, occasional travel to Humana's offices for training or meetings may be required.
- Work-Life Balance: Generous PTO package, Health benefits effective day 1
