Data Scientist
Core
Leverage advanced AI, NLP, and machine learning to identify, extract, classify, and map skills information from diverse data sources to support workforce development and policy.
Role type
Senior IC Data Scientist (AI/NLP/GenAI)
Builds
Scalable analytical capabilities, data pipelines, and repeatable processes for skills extraction and taxonomy management
Domain
Federal Government / Workforce Development / AI & NLP
Deliverable
production ML models
Required skills
NLP, transformer-based models, Large Language Models (LLM), generative AI (GenAI), GPU computing, model evaluation and validation, MLOps, software engineering
Preferred skills
Federal Government Security Clearance, experience with taxonomy and classification rules
Technologies
GPU-enabled computing environments, version control systems, model lifecycle management tools (via careerplan.io/jobs/82833b12-52fb-4e8f-afa6-317677c25a0c-data-scientist-at-calleo)
Responsibilities
Develop and optimize bespoke AI/GenAI model solutions for skills extraction and text classification; Collaborate with policy experts to incorporate skills definitions into analytical workflows; Design technical validation capabilities for model outputs; Operationalize models through data processing and model-serving pipelines; Apply rigorous model evaluation and reproducibility practices.
