What is Code Quality & Improvement and how common is it in AI job postings?

Code Quality & Improvement is a skill in the "General Experience & Skills" category. It currently appears in 62 active AI roles across 31 companies in our index.

Which companies are hiring for Code Quality & Improvement?

The top employers with active AI roles mentioning Code Quality & Improvement are: Amazon (16), Deloitte (4), OpenAI (3), NVIDIA (3), Datadog (3).

Is demand for Code Quality & Improvement growing?

Over the last 12 weeks, 50 new AI postings mentioned Code Quality & Improvement. Demand is rising — up 243% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Code Quality & Improvement used?

Roles requiring Code Quality & Improvement are concentrated in: agents (52%), application (24%), serving infrastructure (13%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Code Quality & Improvement

62 active AI roles across 31 companies mention Code Quality & Improvement. Category: General Experience & Skills.

Demand trend

New AI postings mentioning Code Quality & Improvement per week — 50 total over 12 weeks.

Sector

All Big Tech · 24 Enterprise · 13 AI Frontier · 10 Semiconductors · 4 Consulting · 4 Banking · 4 Pharma · 3 Retail · 2 Defense · 2 Data AI · 2 Vertical AI · 1 Robotics · 1 Aerospace · 1

Function

All Engineering · 50 Product · 17 Research · 4

Status

All Active only

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62 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
AMD	Applied AI & GPU Software Engineer	Semiconductors	7	L3
Amazon	Principal Product Manager - Technical, AWS Life Sciences	Big Tech	7	L4
Autodesk	Research Engineer	Enterprise	7	L4
Writer	Software quality engineer (US)	AI Frontier	7	L4
Salesforce	Senior / Lead Software Engineer, Full Stack (Product)	Enterprise	7	L4
Adobe	Manager, Forward Deployed Creative Technologist	Enterprise	7	L6
Amazon	Principal AI Product Manager - Technical, Amazon Customer Service	Big Tech	7	L4
Deloitte	Finance Analytics & AI Manager	Consulting	7	L4
Deloitte	Finance Analytics & AI Manager	Consulting	7	L4
Deloitte	Finance Analytics & AI Manager	Consulting	7	L4
Deloitte	Finance Analytics & AI Manager	Consulting	7	L4
Anthropic	Performance Engineer, Inference Systems	AI Frontier	7	L3
Johnson & Johnson	Principal Data Scientist - Immunology - (2 positions)	Pharma	7	L4
Amazon	Principal Product Manager - Tech, Personalization and Monetization, Prime Video Personalization & Discovery	Big Tech	7	L6
Target	Sr Data Scientist - Global Supply Chain and Logistics	Retail	7	L0
Capital One	Data Scientist / Statistician (Model Developer)	Banking	7	L2
Amazon	Principal Technical Program Manager, Ad Measurements Science	Big Tech	7	L4
Capital One	Lead Machine Learning Engineer	Banking	7	L6
Microsoft	Principal Software Engineering Manager	Big Tech	7	L6
Amazon	Principal Product Manager - Technical, Shopper Understanding and Response Prediction	Big Tech	7	L6
Amazon	RPA Engineer , AR Automation	Big Tech	7	L4
NVIDIA	Senior Deep Learning Test Development Engineer, SDET	Semiconductors	7	L3
Amazon	Principal Product Manager - Technical, Alexa Connections	Big Tech	7	L6
Anduril	Senior Program Chief Engineer, International Programs	Defense	7	L6
OpenAI	Technical Deployment Lead, Forward Deployed Engineering (FDE)- Platform	AI Frontier	7	L6
OpenAI	Platform Engineer, Forward Deployed Engineering (FDE) - NYC	AI Frontier	7	L6
Amazon	Principal, PMT, Selling Partner Identity Verification	Big Tech	7	L4
OpenAI	Platform Engineer, Forward Deployed Engineering (FDE) -SF	AI Frontier	7	L6
Walmart	Director, Advanced Analytics	Retail	7	L0
ByteDance	Senior Software Engineer, AI Infrastructure - Developer Tooling	Big Tech	7	L4

Frequently asked questions

What is Code Quality & Improvement and how common is it in AI job postings?
Code Quality & Improvement is a skill in the "General Experience & Skills" category. It currently appears in 62 active AI roles across 31 companies in our index.
Which companies are hiring for Code Quality & Improvement?
The top employers with active AI roles mentioning Code Quality & Improvement are: Amazon (16), Deloitte (4), OpenAI (3), NVIDIA (3), Datadog (3).
Is demand for Code Quality & Improvement growing?
Over the last 12 weeks, 50 new AI postings mentioned Code Quality & Improvement. Demand is rising — up 243% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Code Quality & Improvement used?
Roles requiring Code Quality & Improvement are concentrated in: agents (52%), application (24%), serving infrastructure (13%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Code Quality & Improvement

Top employers

Demand trend

Frequently asked questions

Demand trend

Code Quality & Improvement

Top employers

Frequently asked questions