# Data Manipulation

Skill · Data Science, Analytics and AI/ML

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

Data manipulation is the process of adjusting, cleaning, reshaping, or transforming data to make it more useful for analysis, reporting, or storage. Analysts and programmers use tools like SQL, Excel, Python (pandas), or R to filter, sort, merge, aggregate, and reformat datasets. This skill is fundamental to nearly all data analysis and data science work, as raw data rarely arrives in an immediately usable form.

## Roles that use Data Manipulation

- [Application Architect](https://career.thegoodapps.co/occupations/application-architect) — 1

Related skills: [SQL](https://career.thegoodapps.co/skills/sql), [ETL](https://career.thegoodapps.co/skills/etl), [R](https://career.thegoodapps.co/skills/r)

## Open roles requiring Data Manipulation (2)

- [Maintenance Electrical Technician - 2nd Shift - Sedalia, MO](https://career.thegoodapps.co/jobs/2aabb0fc-5dfc-446c-8369-de2335722649/maintenance-electrical-technician-2nd-shift-sedalia-mo-at-tyson-foods) at [Tyson Foods](https://career.thegoodapps.co/organizations/tyson-foods) — Sedalia, MO
- [Sales Excellence CoE Application Architecture Associate Manager](https://career.thegoodapps.co/jobs/95eb2470-797f-4c14-a37b-3e5e7d420b80/sales-excellence-coe-application-architecture-associate-manager-at-accenture) at [Accenture](https://career.thegoodapps.co/organizations/accenture)