Data Scientist
Core
Identify, extract, classify, map, and relate skills information from diverse structured and unstructured data sources using advanced AI, NLP, and machine learning techniques.
Role type
Senior IC Data Scientist (NLP & GenAI)
Builds
Scalable analytical capabilities, data pipelines, and repeatable processes for skills taxonomy development and operationalisation.
Domain
Federal Government workforce development and skills policy
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
Technologies
GPU-enabled computing environments, version control, model lifecycle management tools
Responsibilities
Design and implement scalable analytical capabilities and data pipelines; Develop and evaluate NLP, transformer-based, and LLM approaches for skills extraction and classification; Collaborate with policy and subject matter experts to incorporate skills definitions into analytical workflows; Apply MLOps practices for model lifecycle management and technical documentation.
