# Unsupervised Learning

Skill · Data Science, Analytics and AI/ML

Canonical page: https://career.thegoodapps.co/skills/unsupervised-learning

Unsupervised learning is a category of machine learning in which algorithms identify patterns, structures, or groupings in data without labeled outcomes or explicit guidance. Common techniques include clustering (like k-means), dimensionality reduction (like PCA), and association rule learning, used for tasks such as customer segmentation, anomaly detection, and exploratory data analysis. Data scientists use it when labeled training data is unavailable or when the goal is to discover hidden structure in a dataset.

## Unsupervised Learning in the job market

- Open roles: 3
- Employers hiring: 2
- Last checked: September 12, 2026

## Asked for alongside Unsupervised Learning

Measured from the 3 open roles that name Unsupervised Learning, not from a curated list.

- [Deep Learning](https://career.thegoodapps.co/skills/deep-learning) — 3 roles (100.0%)
- [Machine Learning](https://career.thegoodapps.co/skills/machine-learning) — 3 roles (100.0%)
- [Supervised Learning](https://career.thegoodapps.co/skills/supervised-learning) — 3 roles (100.0%)

## Roles that use Unsupervised Learning

- [Machine Learning Engineer](https://career.thegoodapps.co/occupations/machine-learning-engineer) — 1

Related skills: [Anomaly Detection](https://career.thegoodapps.co/skills/anomaly-detection), [Supervised Learning](https://career.thegoodapps.co/skills/supervised-learning), [Dimensionality Reduction](https://career.thegoodapps.co/skills/dimensionality-reduction), [Supervised Machine Learning](https://career.thegoodapps.co/skills/supervised-machine-learning)

## Open roles requiring Unsupervised Learning (3)

- [S&C Global Network - AI - Retail - AI/Gen AI Retail Manager](https://career.thegoodapps.co/jobs/e3fdba2a-7285-495d-b2bc-59e0f1995e9e/s-c-global-network-ai-retail-ai-gen-ai-retail-manager-at-accenture) at [Accenture](https://career.thegoodapps.co/organizations/accenture)
- [Principal AI Scientist - AI Foundation](https://career.thegoodapps.co/jobs/e89c4a22-4f4d-41ac-ae3e-01f638d069e7/principal-ai-scientist-ai-foundation-at-intuit) at [Intuit](https://career.thegoodapps.co/organizations/intuit) — Mountain View, CA, $273,500 – $369,500
- [Senior Staff AI Scientist](https://career.thegoodapps.co/jobs/15034daf-cd00-425f-beca-0fee788ebc49/senior-staff-ai-scientist-at-intuit) at [Intuit](https://career.thegoodapps.co/organizations/intuit) — Atlanta, GA