# Unstructured Data

Skill · Data Science, Analytics and AI/ML

Canonical page: https://career.thegoodapps.co/skills/unstructured-data

Unstructured data refers to information that does not fit neatly into predefined rows and columns of a traditional database, such as text documents, emails, images, audio, and video files. It makes up the majority of data generated by organizations and requires specialized tools, like natural language processing or computer vision, to extract meaningful insights. Data scientists and engineers work with unstructured data using techniques distinct from those used for structured, tabular datasets.

Related skills: [ETL](https://career.thegoodapps.co/skills/etl), [Natural Language Processing](https://career.thegoodapps.co/skills/natural-language-processing), [Computer Vision](https://career.thegoodapps.co/skills/computer-vision), [Big Data](https://career.thegoodapps.co/skills/big-data), [Data Mining](https://career.thegoodapps.co/skills/data-mining)

## Open roles requiring Unstructured Data (0)

None of the roles we have read name this skill yet. A large share of the visible corpus has not been parsed for skills, so this is at least as likely to be our backlog as the market's verdict.