Data Scientist - LLM, Agentic AI & Predictive...
Role details
Job location
Tech stack
Job description
The Data Scientist 2 - LLM, Agentic AI & Predictive Modeling is a hands-on role focused on designing, deploying, and scaling predictive models, LLM-based, and agentic AI solutions in enterprise environments. The role combines advanced analytics, machine learning, and generative AI with strong MLOps, cloud deployment, and Responsible AI practices to deliver production-ready solutions that drive measurable business and customer impact., LLM, Agentic AI & Predictive Modeling
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Identify, design, and implement AI use cases leveraging LLMs, Agentic AI, generative AI, predictive modeling, machine learning, deep learning, and advanced analytics.
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Develop, fine-tune, and deploy LLM-based and agent-based systems for enterprise use cases such as conversational AI, workflow automation, reasoning systems, and decision support.
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Design and deploy predictive models including:
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Classification, regression, and ranking models
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Time series forecasting
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Anomaly and fraud detection
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Churn, propensity, and risk models
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Recommender systems and uplift modeling
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Translate predictive model outputs into actionable business signals, integrating them into downstream systems, dashboards, and AI-driven workflows.
Structured & Unstructured Data Modeling
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Engineer, train, and validate machine learning and deep learning models in Python for both structured and unstructured data, including tabular, text, and image data.
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Apply feature engineering, model calibration, interpretability, and performance optimization techniques to predictive models.
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Combine predictive models with LLMs and agentic systems (e.g., predictive scoring feeding agent decisions or RAG pipelines).
NLP, Multimodal & Computer Vision
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Apply NLP techniques such as text mining, semantic search, sentiment analysis, embeddings, and knowledge graph construction.
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Build and deploy computer vision and multimodal models, including image classification, object detection, semantic segmentation, and visual search using PyTorch, TensorFlow, Keras, and OpenCV.
Delivery, Consulting & Collaboration
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Lead hands-on execution for rapid prototyping, MVP development, and scaled production delivery of identified opportunities for predictive analytics, LLMs, and agentic AI that deliver measurable business value.
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Collaborate cross-functionally with data engineering, product, and business teams to ensure solutions meet operational and strategic goals.
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Deliver clear insights, recommendations, and technical guidance to support enterprise AI adoption.
MLOps, Cloud & Responsible AI
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Experience deploying and monitoring predictive, LLM, and deep learning models , including performance, drift, bias, explainability, and business impact, using advanced metrics and A/B testing.
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Knowledge of MLOps, cloud platforms, and Responsible AI , including CI/CD, model lifecycle management, Docker/Kubernetes deployment, and enterprise governance across Azure/AWS/GCP ., You will report to a Lead Data Scientist, Travel: While this is a remote position, occasional travel to Humana's offices for training or meetings may be required.
Scheduled Weekly Hours
40
Requirements
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Bachelor's degree in Data Science, Computer Science, Statistics, Engineering, Mathematics , or related quantitative field.
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4+ years of hands-on experience in data science, machine learning, or advanced analytics
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Experience with language model fine-tuning
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Experience working with structured and unstructured data , including feature engineering and model development
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Experience building and deploying predictive models to support business decision-making
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Experience applying statistics, modeling, and analytics to translate complex data into insights, reports, and presentations
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Familiarity with LLMs, NLP, or generative AI and their application to enterprise use cases
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Working knowledge of MLOps, cloud platforms, and production deployment practices
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Ability to operate independently, make sound technical decisions in ambiguous situations, and collaborate across teams
Preferred Qualifications
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Master's degree
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Healthcare experience, + Eastern or Central time zone is preferred
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Ability to travel for on-site team meetings (occasionally) on East Coast
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
Benefits & conditions
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 will vary based on demonstrated job related skills, knowledge, experience, education, certifications, etc.
$97,900 - $133,500 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.
