What is Algorithms & Data Structures and how common is it in AI job postings?

Algorithms & Data Structures is a skill in the "General Experience & Skills" category. It currently appears in 807 active AI roles across 91 companies in our index.

Which companies are hiring for Algorithms & Data Structures?

The top employers with active AI roles mentioning Algorithms & Data Structures are: Google (197), Amazon (138), NVIDIA (81), Anduril (59), Capital One (35).

Is demand for Algorithms & Data Structures growing?

Over the last 12 weeks, 535 new AI postings mentioned Algorithms & Data Structures. Demand is rising — up 241% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Algorithms & Data Structures used?

Roles requiring Algorithms & Data Structures are concentrated in: agents (31%), serving infrastructure (29%), application (20%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Algorithms & Data Structures?

Job postings that mention Algorithms & Data Structures most often also require: Machine Learning, Python, Software Engineering, Computer Architecture, System Design.

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Algorithms & Data Structures

807 active AI roles across 91 companies mention Algorithms & Data Structures. Category: General Experience & Skills.

Demand trend

New AI postings mentioning Algorithms & Data Structures per week — 535 total over 12 weeks.

Function

All Engineering · 662 Research · 139 Product · 7

Status

All Active only

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412 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Amazon	Applied Scientist, AGI Customization Services	Big Tech	8	L2
Amazon	2026 Fall Applied Science Internship - Recommender Systems/ Information Retrieval (Machine Learning) - United States, PhD Student Science Recruiting	Big Tech	8	L6
Amazon	Sr. Applied Scientist, Prime Video - Personalization and Discovery Science	Big Tech	8	L6
Microsoft	Principal Applied Scientist - CoreAI	Big Tech	8	L2
Apple	Senior Machine Learning Engineering Manager – Ads Predictions	Big Tech	8	L3
Amazon	Applied Scientist, Devices & Services	Big Tech	8	L6
Google	Senior Staff Software Engineer, AI/ML GenAI, Google Ads	Big Tech	8	L6
Amazon	Data Scientist, Demand Forecasting	Big Tech	8	L2
Amazon	Sr. Applied Scientist, Amazon Robotics, Structured Field Coordinated Planning & Control	Big Tech	8	L4
Google	Staff Software Engineer, AI/ML GenAI, Google Workspace	Big Tech	8	L6
Google	Senior Software Engineer, AI/ML GenAI, Google Workspace	Big Tech	8	L6
ByteDance	Vision Algorithm Engineer - PICO Lab - San Jose	Big Tech	8	L4
Amazon	Principal Applied Scientist, AWS Marketplace & Partner Services	Big Tech	8	L4
Google	Software Engineer, AI/ML, PhD, Early Career	Big Tech	8	L0
Google	Senior Software Engineer, AI/ML GenAI, Google Cloud Compute	Big Tech	8	L3
Google	Software Engineer, GKE, PhD, Early Careers	Big Tech	8	L4
Microsoft	Principal Machine Learning Engineer	Big Tech	8	L2
Amazon	Applied Scientist II, Amazon Smart Vehicles	Big Tech	8	L4
Amazon	Amazon Industrial Robotics - Applied Scientist II Intern / Co-op - 2026, Amazon Industrial Robotics	Big Tech	8	L6
Microsoft	Research Intern - Computer Vision and Deep Learning	Big Tech	8	L2
Amazon	Senior Applied Scientist , RBS Tech	Big Tech	8	L4
Amazon	Robotics - Applied Scientist II Intern / Co-op - 2026 (Robotics, Manipulation, Perception, Motion Planning, Autonomous Mobile Robots, Computer Vision, Machine Learning, Controls, and more)	Big Tech	8	L4
Amazon	Sr. Manager Applied Science, MLA	Big Tech	8	L4
Google	Software Engineer III, AI/ML GenAI, Google Cloud AI	Big Tech	8	L3
ByteDance	AI Algorithm Expert - Hand Tracking, PICO - San Jose	Big Tech	8	L3
ByteDance	Senior Research Engineer / Scientist -AI for Databases	Big Tech	8	L3
ByteDance	Research Engineer / Scientist -AI for Databases	Big Tech	8	L3
ByteDance	Research Engineer / Scientist -AI for Databases	Big Tech	8	L3
ByteDance	Algorithm Tech Lead Manager - Enterprise Solution RD - San Jose	Big Tech	8	L4
ByteDance	Senior Research Engineer, 3D vision	Big Tech	8	L0

Frequently asked questions

What is Algorithms & Data Structures and how common is it in AI job postings?
Algorithms & Data Structures is a skill in the "General Experience & Skills" category. It currently appears in 807 active AI roles across 91 companies in our index.
Which companies are hiring for Algorithms & Data Structures?
The top employers with active AI roles mentioning Algorithms & Data Structures are: Google (197), Amazon (138), NVIDIA (81), Anduril (59), Capital One (35).
Is demand for Algorithms & Data Structures growing?
Over the last 12 weeks, 535 new AI postings mentioned Algorithms & Data Structures. Demand is rising — up 241% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Algorithms & Data Structures used?
Roles requiring Algorithms & Data Structures are concentrated in: agents (31%), serving infrastructure (29%), application (20%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Algorithms & Data Structures?
Job postings that mention Algorithms & Data Structures most often also require: Machine Learning, Python, Software Engineering, Computer Architecture, System Design.

Algorithms & Data Structures

Top employers

Often paired with

Demand trend

Frequently asked questions

Algorithms & Data Structures

Top employers

Often paired with

Demand trend

Frequently asked questions