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

Geometric Deep Learning is a skill in the "ML Techniques" category. It currently appears in 5 active AI roles across 3 companies in our index.

Which companies are hiring for Geometric Deep Learning?

The top employers with active AI roles mentioning Geometric Deep Learning are: NVIDIA (2), Capital One (2), Pfizer (1).

Is demand for Geometric Deep Learning growing?

Over the last 4 weeks, 4 new AI postings mentioned Geometric Deep Learning. The sample size is small, so trend direction is uncertain.

At which stage of AI development is Geometric Deep Learning used?

Roles requiring Geometric Deep Learning are concentrated in: serving infrastructure (40%), post-training (40%), pre-training (20%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Geometric Deep Learning

5 active AI roles across 3 companies mention Geometric Deep Learning. Category: ML Techniques.

Top employers

NVIDIA2Semiconductors Capital One2Banking Pfizer1Pharma

Demand trend

New AI postings mentioning Geometric Deep Learning per week — 4 total over 4 weeks.

Sector

All Semiconductors · 2 Banking · 2 Pharma · 1

Function

All Engineering · 3 Research · 2

Status

All Active only

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AI score Recently posted Company A–Z

5 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Capital One	Applied Researcher II (AI Foundations, LLM Core and Agentic AI)	Banking	9	L1
NVIDIA	Senior Deep Learning Algorithms Engineer - BioNeMo	Semiconductors	9	L3
Pfizer	Senior Scientist, Computational Biotherapeutics Engineering	Pharma	8	L2
Capital One	Applied Researcher II	Banking	8	L2
NVIDIA	Senior Software Engineer — cuEquivariance	Semiconductors	7	L3

Frequently asked questions

What is Geometric Deep Learning and how common is it in AI job postings?
Geometric Deep Learning is a skill in the "ML Techniques" category. It currently appears in 5 active AI roles across 3 companies in our index.
Which companies are hiring for Geometric Deep Learning?
The top employers with active AI roles mentioning Geometric Deep Learning are: NVIDIA (2), Capital One (2), Pfizer (1).
Is demand for Geometric Deep Learning growing?
Over the last 4 weeks, 4 new AI postings mentioned Geometric Deep Learning. The sample size is small, so trend direction is uncertain.
At which stage of AI development is Geometric Deep Learning used?
Roles requiring Geometric Deep Learning are concentrated in: serving infrastructure (40%), post-training (40%), pre-training (20%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.