What is Quantization and how common is it in AI job postings?

Quantization is a skill in the "Infrastructure & Systems" category. It currently appears in 125 active AI roles across 35 companies in our index.

Which companies are hiring for Quantization?

The top employers with active AI roles mentioning Quantization are: NVIDIA (21), Capital One (16), Amazon (13), JPMorgan Chase (6), Rivian (5).

Is demand for Quantization growing?

Over the last 12 weeks, 68 new AI postings mentioned Quantization. Demand is rising — up 33% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Quantization used?

Roles requiring Quantization are concentrated in: serving infrastructure (51%), post-training (22%), agents (14%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Quantization?

Job postings that mention Quantization most often also require: Machine Learning, PyTorch, Computer Architecture, Large Language Models (LLMs), Optimization Methods.

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Quantization

125 active AI roles across 35 companies mention Quantization. Category: Infrastructure & Systems.

Top employers

NVIDIA21Semiconductors Capital One16Banking Amazon13Big Tech JPMorgan Chase6Banking Rivian5Auto Cerebras5Semiconductors ByteDance5Big Tech Google4Big Tech Apple4Big Tech AMD4Semiconductors Intel3Semiconductors Databricks3Data AI Baseten3Data AI Walmart

Demand trend

New AI postings mentioning Quantization per week — 68 total over 12 weeks.

Sector

All Semiconductors · 35 Big Tech · 30 Banking · 22 Data AI · 9 Enterprise · 6 Auto · 5 AI Frontier · 5 Robotics · 4 Retail · 2 Multimodal · 2 Vertical AI · 1 Industrial · 1 Defense · 1 Consumer · 1 Aerospace · 1

Function

All Engineering · 83 Research · 41 Product · 1

Status

All Active only

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AI score Recently posted Company A–Z

125 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Unity	Staff Machine Learning Engineer - Computer Vision & Multi-Modal AI	Enterprise	9	L3
Tenstorrent	Model Research, Optimization, and Training	Semiconductors	9	L2
Fireworks AI	AI Field Engineer - Microsoft Foundry	Data AI	9	L3
NVIDIA	Research Scientist, Efficient Deep Learning - New College Grad 2026	Semiconductors	9	L2
Amazon	Principal Applied Scientist, ML Codesign	Big Tech	9	L3
NVIDIA	Senior Scientist, Synthetic Data and Privacy	Semiconductors	9	L0
NVIDIA	Senior Systems Software Engineer, AI Stack and Performance - DGX Station	Semiconductors	9	L3
AMD	Fellow, AI Workload Optimization	Semiconductors	9	L3
Anduril	Perception Engineer, Machine Learning	Defense	9	L6

Frequently asked questions

What is Quantization and how common is it in AI job postings?
Quantization is a skill in the "Infrastructure & Systems" category. It currently appears in 125 active AI roles across 35 companies in our index.
Which companies are hiring for Quantization?
The top employers with active AI roles mentioning Quantization are: NVIDIA (21), Capital One (16), Amazon (13), JPMorgan Chase (6), Rivian (5).
Is demand for Quantization growing?
Over the last 12 weeks, 68 new AI postings mentioned Quantization. Demand is rising — up 33% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Quantization used?
Roles requiring Quantization are concentrated in: serving infrastructure (51%), post-training (22%), agents (14%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Quantization?
Job postings that mention Quantization most often also require: Machine Learning, PyTorch, Computer Architecture, Large Language Models (LLMs), Optimization Methods.

Quantization

Top employers

Demand trend

Frequently asked questions

Demand trend

Quantization

Top employers

Often paired with

Frequently asked questions