What is Synthetic Data Generation and how common is it in AI job postings?

Synthetic Data Generation is a skill in the "ML Techniques" category. It currently appears in 43 active AI roles across 26 companies in our index.

Which companies are hiring for Synthetic Data Generation?

The top employers with active AI roles mentioning Synthetic Data Generation are: OpenAI (7), Amazon (5), JPMorgan Chase (4), NVIDIA (3), Merck (2).

Is demand for Synthetic Data Generation growing?

Over the last 9 weeks, 38 new AI postings mentioned Synthetic Data Generation. Demand has been relatively stable over this period.

At which stage of AI development is Synthetic Data Generation used?

Roles requiring Synthetic Data Generation are concentrated in: agents (47%), data (21%), post-training (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Synthetic Data Generation

43 active AI roles across 26 companies mention Synthetic Data Generation. Category: ML Techniques.

Demand trend

New AI postings mentioning Synthetic Data Generation per week — 38 total over 9 weeks.

Sector

All Big Tech · 12 AI Frontier · 9 Enterprise · 8 Consumer · 5 Banking · 4 Semiconductors · 3 Pharma · 3 Telecom · 1 Media · 1 Industrial · 1 Coding AI · 1 Aerospace · 1

Function

All Engineering · 36 Research · 9 Product · 4

Status

All Active only

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32 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Netflix	Data Scientist 5 - AI Evals	Big Tech	9	L5
Zillow	Senior Applied Scientist, Agentic AI	Consumer	9	L4
OpenAI	Software Engineer, Inference - Multi Modal	AI Frontier	9	L3
Pinterest	Staff Software Engineer, Trends Machine Learning Infrastructure	Consumer	8	L4
Adobe	Machine Learning Engineer 4	Enterprise	8	L6
Google	Software Engineer	Big Tech	8	L2
Verizon	Sr Engr Cslt-AI Science	Telecom	8	L4
Roblox	Senior Machine Learning Engineer, GenAI Data	Consumer	8	L0
ABBYY	Senior Machine Learning Engineer, Synthetic Data & Document Understanding	Enterprise	8	L0
NVIDIA	Director, Isaac for Healthcare Engineering	Semiconductors	8	L6
NVIDIA	Applied Machine Learning Engineer, Circuit Design - New College Grad 2026	Semiconductors	8	L4
Microsoft	Principal Research Software Engineer	Big Tech	8	L4
JPMorgan Chase	Principal Software Engineer	Banking	8	L3
JPMorgan Chase	Principal Software Engineer	Banking	8	L3
OpenAI	Software Engineer, Research - Human Data	AI Frontier	8	L0
Cohere	Member of Technical Staff, Synthetic Data	AI Frontier	8	L0
Amazon	Applied Science Manager, Stores-Ads Science	Big Tech	7	L4
Merck	Manager, MCICC	Pharma	7	L2
Northrop Grumman	Principal / Sr. Principal Data Scientist – Machine Learning and Predictive Analytics	Aerospace	7	L0
JPMorgan Chase	Lead Software Engineer - Fullstack Lead	Banking	7	L4
Amazon	Software Development Engineer, Ads Campaign Management	Big Tech	7	L4
JPMorgan Chase	Data Scientist-Senior Associate	Banking	7	L4
Johnson & Johnson	Senior Director, Immunology Data & AI Systems	Pharma	7	L4
Amazon	Software Development Engineer, Ads Campaign Management	Big Tech	7	L4
Autodesk	Principal Research Engineer, AEC Data, Generative AI	Enterprise	7	L0
Caterpillar	Data Scientist	Industrial	7	L0
Apple	Location Estimation Scientist, Sensing & Connectivity	Big Tech	7	L3
OpenAI	Technical Threat Investigator, Threat Intel Engineering	AI Frontier	7	L4
OpenAI	Technical Threat Investigator, Threat Intel Engineering - UK	AI Frontier	7	L4
NVIDIA	Senior Software Test Engineer, L3 and L4 - Autonomous Driving	Semiconductors	7	L4

Frequently asked questions

What is Synthetic Data Generation and how common is it in AI job postings?
Synthetic Data Generation is a skill in the "ML Techniques" category. It currently appears in 43 active AI roles across 26 companies in our index.
Which companies are hiring for Synthetic Data Generation?
The top employers with active AI roles mentioning Synthetic Data Generation are: OpenAI (7), Amazon (5), JPMorgan Chase (4), NVIDIA (3), Merck (2).
Is demand for Synthetic Data Generation growing?
Over the last 9 weeks, 38 new AI postings mentioned Synthetic Data Generation. Demand has been relatively stable over this period.
At which stage of AI development is Synthetic Data Generation used?
Roles requiring Synthetic Data Generation are concentrated in: agents (47%), data (21%), post-training (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Synthetic Data Generation

Top employers

Demand trend

Frequently asked questions

Demand trend

Synthetic Data Generation

Top employers

Frequently asked questions