What is Model Evaluation and how common is it in AI job postings?

Model Evaluation is a skill in the "ML Techniques" category. It currently appears in 13 active AI roles across 11 companies in our index.

Which companies are hiring for Model Evaluation?

The top employers with active AI roles mentioning Model Evaluation are: NVIDIA (2), ByteDance (2), Walmart (1), Snorkel AI (1), Microsoft (1).

Is demand for Model Evaluation growing?

Over the last 6 weeks, 10 new AI postings mentioned Model Evaluation. Demand has been relatively stable over this period.

At which stage of AI development is Model Evaluation used?

Roles requiring Model Evaluation are concentrated in: agents (46%), application (15%), serving infrastructure (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Model Evaluation

13 active AI roles across 11 companies mention Model Evaluation. Category: ML Techniques.

Top employers

NVIDIA2Semiconductors ByteDance2Big Tech Walmart1Retail Snorkel AI1Data AI Microsoft1Big Tech JPMorgan Chase1Banking Google1Big Tech GitLab1Enterprise AMD1Semiconductors Amazon1Big Tech Abridge1Vertical AI

Demand trend

New AI postings mentioning Model Evaluation per week — 10 total over 6 weeks.

Sector

All Big Tech · 6 Semiconductors · 3 Retail · 2 Vertical AI · 1 Enterprise · 1 Data AI · 1 Banking · 1

Function

All Engineering · 12 Product · 2 Research · 1

Status

All Active only

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AI score Recently posted Company A–Z

15 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Microsoft	Principal Applied Scientist (CoreAI)	Big Tech	9	L4
NVIDIA	Senior Tools Development Engineer	Semiconductors	9	L4
Amazon	Applied Scientist II, Alexa International	Big Tech	9	L2
ByteDance	Research Engineer - LLM Training Infrastructure - Seed Infra	Big Tech	9	L1
ByteDance	Research Engineer - LLM Training Infrastructure - Seed Infra	Big Tech	9	L0
Abridge	Software Engineer, GenAI	Vertical AI	9	L4
Google	Software Engineer lll, AI Developer Tools Platform	Big Tech	8	L3
AMD	Principle AI Software Engineer	Semiconductors	8	L3
Walmart	(USA) Senior, Data Scientist - Applied AI	Retail	8	L4
Walmart	(USA) Staff, Data Scientist	Retail	8	L6
Amazon	Applied Scientist, Devices & Services	Big Tech	8	L6
GitLab	Principal Product Manager, AI Custom Models	Enterprise	7	L4
JPMorgan Chase	Senior AI Product Manager	Banking	7	L4
NVIDIA	Principal Software Engineer — Agentic AI Applications and Foundations	Semiconductors	7	L4
Snorkel AI	Manager, Forward Deployed Engineering	Data AI	7	L0

Frequently asked questions

What is Model Evaluation and how common is it in AI job postings?
Model Evaluation is a skill in the "ML Techniques" category. It currently appears in 13 active AI roles across 11 companies in our index.
Which companies are hiring for Model Evaluation?
The top employers with active AI roles mentioning Model Evaluation are: NVIDIA (2), ByteDance (2), Walmart (1), Snorkel AI (1), Microsoft (1).
Is demand for Model Evaluation growing?
Over the last 6 weeks, 10 new AI postings mentioned Model Evaluation. Demand has been relatively stable over this period.
At which stage of AI development is Model Evaluation used?
Roles requiring Model Evaluation are concentrated in: agents (46%), application (15%), serving infrastructure (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.