What is Deep Learning and how common is it in AI job postings?

Deep Learning is a skill in the "ML Techniques" category. It currently appears in 21 active AI roles across 13 companies in our index.

Which companies are hiring for Deep Learning?

The top employers with active AI roles mentioning Deep Learning are: NVIDIA (5), Amazon (3), Skydio (2), ServiceTitan (2), Zillow (1).

Is demand for Deep Learning growing?

Over the last 10 weeks, 17 new AI postings mentioned Deep Learning. Demand is declining — down 25% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Deep Learning used?

Roles requiring Deep Learning are concentrated in: serving infrastructure (38%), agents (33%), application (10%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Deep Learning

21 active AI roles across 13 companies mention Deep Learning. Category: ML Techniques.

Top employers

NVIDIA5Semiconductors Amazon3Big Tech Skydio2Defense ServiceTitan2Enterprise Zillow1Consumer World Labs1AI Frontier Walmart1Retail Oracle1Enterprise Microsoft1Big Tech Instacart1Consumer Apple1Big Tech Anduril1Defense ABBYY1Enterprise

Demand trend

New AI postings mentioning Deep Learning per week — 17 total over 10 weeks.

Sector

All Semiconductors · 6 Big Tech · 5 Enterprise · 4 Defense · 3 Consumer · 2 Retail · 1 AI Frontier · 1

Function

All Engineering · 18 Research · 2 Product · 2

Status

All Active only

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4 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Microsoft	Applied Science: PhD Microsoft AI Internship Opportunities - Redmond	Big Tech	8	L4
Apple	Commercial Data Scientist, ANZSA	Big Tech	7	L4
Amazon	Sr. Machine Learning - Compiler Engineer III, AWS Neuron, Annapurna Labs	Big Tech	7	L3
Amazon	Software Development Manager - Compiler, AWS Neuron, Annapurna Labs	Big Tech	7	L3

Frequently asked questions

What is Deep Learning and how common is it in AI job postings?
Deep Learning is a skill in the "ML Techniques" category. It currently appears in 21 active AI roles across 13 companies in our index.
Which companies are hiring for Deep Learning?
The top employers with active AI roles mentioning Deep Learning are: NVIDIA (5), Amazon (3), Skydio (2), ServiceTitan (2), Zillow (1).
Is demand for Deep Learning growing?
Over the last 10 weeks, 17 new AI postings mentioned Deep Learning. Demand is declining — down 25% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Deep Learning used?
Roles requiring Deep Learning are concentrated in: serving infrastructure (38%), agents (33%), application (10%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.