What is Product Impact and how common is it in AI job postings?

Product Impact is a skill in the "General Experience & Skills" category. It currently appears in 304 active AI roles across 91 companies in our index.

Which companies are hiring for Product Impact?

The top employers with active AI roles mentioning Product Impact are: Amazon (36), OpenAI (25), Sierra (22), Mistral AI (11), Google (9).

Is demand for Product Impact growing?

Over the last 12 weeks, 199 new AI postings mentioned Product Impact. Demand is rising — up 341% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Product Impact used?

Roles requiring Product Impact are concentrated in: agents (63%), application (22%), evaluation (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Product Impact?

Job postings that mention Product Impact most often also require: Product Management, Agentic Systems, Machine Learning, Content Generation, System Design.

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Product Impact

304 active AI roles across 91 companies mention Product Impact. Category: General Experience & Skills.

Demand trend

New AI postings mentioning Product Impact per week — 199 total over 12 weeks.

Sector

All AI Frontier · 78 Enterprise · 73 Big Tech · 60 Data AI · 22 Consumer · 16 Fintech · 14 Vertical AI · 13 Pharma · 6 Retail · 5 Banking · 3 Semiconductors · 2 Robotics · 2 Multimodal · 2 Insurance · 2 Industrial · 2 Hospitality · 2 Coding AI · 1 Aerospace · 1

Function

All Engineering · 166 Product · 124 Research · 14

Status

All Active only

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37 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
OpenAI	Forward Deployed Engineer - Stockholm	AI Frontier	9	L6
OpenAI	Forward Deployed Engineer - Madrid	AI Frontier	9	L6
Perplexity	Member of Technical Staff (AI Software Engineer, Agents)	AI Frontier	9	L4
Perplexity	Engineering Manager (TLM, Agents)	AI Frontier	9	L4
Mistral AI	Applied AI, Forward Deployed Machine Learning Engineer - Munich	AI Frontier	9	L4
Mistral AI	Applied AI, Technical Lead, Forward Deployed AI Engineer - Montreal	AI Frontier	9	L4
Mistral AI	Applied AI, Technical Lead, Forward Deployed AI Engineer - EMEA	AI Frontier	9	L4
Mistral AI	Applied AI, Forward Deployed Machine Learning Engineer - EMEA	AI Frontier	9	L4
Mistral AI	Applied AI, Technical Lead - Forward Deployed AI Engineer	AI Frontier	9	L4
OpenAI	Applied AI Engineer, Codex Core Agent	AI Frontier	9	L4
Cohere	Member of Technical Staff, Senior/Staff MLE	AI Frontier	9	L2
OpenAI	Forward Deployed Engineer (FDE) - NYC	AI Frontier	9	L6
OpenAI	AI Deployment Engineer	AI Frontier	8	L4
OpenAI	Technical Deployment Lead, Semiconductors	AI Frontier	8	L6
Character AI	Technical Program Manager, Model Alignment and Deployment	AI Frontier	8	L2
Lila Sciences	Principal / Sr. Principal BioML Scientist	AI Frontier	8	L4
OpenAI	AI Deployment Engineering Manager, Startups	AI Frontier	8	L6
Mistral AI	Applied AI, Forward Deployed Machine Learning Engineer - Morocco	AI Frontier	8	L4
Mistral AI	Applied AI Engineer, Senior/Staff Fullstack Software Engineer - Singapore	AI Frontier	8	L6
Descript	Engineering Manager, Agent	AI Frontier	8	L4
OpenAI	Data Scientist, Integrity Measurement	AI Frontier	8	L5
OpenAI	Data Scientist, Preparedness	AI Frontier	8	L5
Anthropic	Staff Software Engineer, People Products	AI Frontier	8	L4
OpenAI	Applied Data Science & Insights Leader - GTM Intelligence Solutions and Technical Success	AI Frontier	7	L4
OpenAI	AI Workflow & Operations, Revenue Strategy & Operations	AI Frontier	7	L4
ElevenLabs	Deployment Strategist Lead - Chile	AI Frontier	7	L6
Mistral AI	Applied AI Engineer, Fullstack Software Engineer - EMEA	AI Frontier	7	L4
Cohere	Forward Deployed Engineer, Infrastructure Specialist (Public Sector)	AI Frontier	7	L6
ElevenLabs	Deployment Strategist Lead - Brazil	AI Frontier	7	L6
Character AI	Technical Program Manager, AI Infrastructure	AI Frontier	7	L3

Frequently asked questions

What is Product Impact and how common is it in AI job postings?
Product Impact is a skill in the "General Experience & Skills" category. It currently appears in 304 active AI roles across 91 companies in our index.
Which companies are hiring for Product Impact?
The top employers with active AI roles mentioning Product Impact are: Amazon (36), OpenAI (25), Sierra (22), Mistral AI (11), Google (9).
Is demand for Product Impact growing?
Over the last 12 weeks, 199 new AI postings mentioned Product Impact. Demand is rising — up 341% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Product Impact used?
Roles requiring Product Impact are concentrated in: agents (63%), application (22%), evaluation (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Product Impact?
Job postings that mention Product Impact most often also require: Product Management, Agentic Systems, Machine Learning, Content Generation, System Design.

Product Impact

Top employers

Often paired with

Demand trend

Frequently asked questions

Product Impact

Top employers

Often paired with

Demand trend

Frequently asked questions