Data, Analytics & Artificial Intelligence
Career Catalog
Data, Analytics & Artificial Intelligence
Turn data into evidence, decisions and responsible intelligent systems
These careers collect, organize, analyze and explain data or build and oversee systems that learn from it. You might prepare dashboards, design data pipelines, test models, study customers or workforces, create maps, improve data quality or help an organization govern AI responsibly. Many roles combine technical skill with knowledge of a business, scientific or public-service field.
How to explore this category
- Explore data analysis, business intelligence or visualization if you like finding and explaining patterns
- Explore data engineering, databases or architecture if reliable data systems interest you
- Explore data science, machine learning or AI development if mathematics, programming and experimentation appeal to you
- Explore marketing, workforce, statistical, operations or geographic analysis if you want to apply evidence to a particular kind of decision
- Explore testing, quality, ethics, governance or model operations if dependable and responsible data and AI use fits your strengths
What is an apprenticeship
An apprenticeship is a paid job where you learn from experienced workers and take related classes. In a Registered Apprenticeship, training follows an approved plan and pay usually increases as skills grow. Not every career in this category uses apprenticeship, so ask the employer or program sponsor exactly how the training works and what credential it provides.
