Data Scientist
Core
Develop and operationalize NLP and generative AI models to extract, classify, and map skills data for a Federal Government project.
Role type
Senior IC machine-learning engineer (NLP & Generative AI)
Builds
Scalable data pipelines and bespoke transformer-based AI models
Domain
Federal Government / Public Sector / Skills Taxonomy
Deliverable
production ML models
Required skills
Python, Natural Language Processing (NLP), Machine Learning, Generative AI, Transformer models, Large Language Models (LLMs), GPU environment development, Data pipeline construction, Model evaluation and validation
Preferred skills
Public sector experience, Federal Government clearances
Technologies
Python, Transformer-based frameworks, LLMs, GPU environments
Responsibilities
Extract, classify, and map skills data from structured and unstructured sources; Develop and optimize NLP and generative AI models; Build scalable data pipelines to operationalize AI models; Collaborate with policy and subject matter experts to integrate skills definitions; Apply rigorous model evaluation and validation practices; Produce technical documentation and stakeholder-facing explanations.
Seniority
Senior, hands-on IC
