# Data Synthesis

Skill · Data Science, Analytics and AI/ML

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

Data synthesis refers to combining information from multiple sources or studies into a unified summary, or to generating artificial ('synthetic') data that mimics the statistical properties of real datasets. In research contexts, it involves techniques like meta-analysis to draw broader conclusions from disparate studies; in machine learning, synthetic data generation is used to augment training sets or protect privacy when real data is sensitive. Researchers and data scientists use data synthesis to overcome limitations of data availability or fragmentation.

## Data Synthesis in the job market

- Open roles: 5
- Employers hiring: 5
- Last checked: September 14, 2026

## Roles that use Data Synthesis

- [Chief of Staff](https://career.thegoodapps.co/occupations/chief-of-staff) — 1
- [Product Manager](https://career.thegoodapps.co/occupations/product-manager) — 1
- [Product Marketing Manager](https://career.thegoodapps.co/occupations/product-marketing-manager) — 1
- [Research Scientist](https://career.thegoodapps.co/occupations/research-scientist) — 1
- [UX Designer](https://career.thegoodapps.co/occupations/ux-designer) — 1

## Employers hiring for Data Synthesis

- [Bend Studio](https://career.thegoodapps.co/organizations/bend-studio) — 1 open role
- [Cohere](https://career.thegoodapps.co/organizations/cohere) — 1 open role
- [Philo](https://career.thegoodapps.co/organizations/philo) — 1 open role
- [Starz](https://career.thegoodapps.co/organizations/starz) — 1 open role
- [The Home Depot](https://career.thegoodapps.co/organizations/the-home-depot) — 1 open role

Related skills: [Machine Learning](https://career.thegoodapps.co/skills/machine-learning), [Data Augmentation](https://career.thegoodapps.co/skills/data-augmentation), [Statistical Analysis](https://career.thegoodapps.co/skills/statistical-analysis)

## Open roles requiring Data Synthesis (5)

- [Senior UX Designer - Online Team](https://career.thegoodapps.co/jobs/27384b97-a124-48cb-a348-be0bbb42040c/senior-ux-designer-online-team-at-the-home-depot) at [The Home Depot](https://career.thegoodapps.co/organizations/the-home-depot) — Atlanta, GA
- [Sr. Product Manager](https://career.thegoodapps.co/jobs/aa97f806-b806-44bd-acdd-a117d18aa942/sr-product-manager-at-starz) at [Starz](https://career.thegoodapps.co/organizations/starz) — Denver, CO, $130,000 – $150,000
- [Chief of Staff](https://career.thegoodapps.co/jobs/98b4af32-de2b-41b3-ae30-593170342c87/chief-of-staff-at-philo) at [Philo](https://career.thegoodapps.co/organizations/philo) — Full-time, Brooklyn, NY, $250,000 – $300,000
- [Product Marketing Manager](https://career.thegoodapps.co/jobs/4d281c7c-25ce-4f01-b890-7d7e5527ee75/product-marketing-manager-at-bend-studio) at [Bend Studio](https://career.thegoodapps.co/organizations/bend-studio) — San Mateo, CA, $138,200 – $207,400
- [Senior Research Scientist, Model Evaluation](https://jobs.ashbyhq.com/cohere/830c613b-d4bf-4673-ab33-46ccc12cc415/application) at [Cohere](https://career.thegoodapps.co/organizations/cohere) — Full-time, Toronto, San Francisco, Canada, Seattle, London, United States, New York · Remote, CA$250,000 – CA$535,000 (listed on Cohere's own careers site)