What is Ads & Ranking ML and how common is it in AI job postings?

Ads & Ranking ML is a skill in the "Applied ML Domains" category. It currently appears in 146 active AI roles across 33 companies in our index.

Which companies are hiring for Ads & Ranking ML?

The top employers with active AI roles mentioning Ads & Ranking ML are: Amazon (47), Google (14), Netflix (9), Reddit (8), Unity (7).

Is demand for Ads & Ranking ML growing?

Over the last 11 weeks, 108 new AI postings mentioned Ads & Ranking ML. Demand is rising — up 130% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Ads & Ranking ML used?

Roles requiring Ads & Ranking ML are concentrated in: agents (47%), application (34%), serving infrastructure (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Ads & Ranking ML?

Job postings that mention Ads & Ranking ML most often also require: Machine Learning, Generative AI, Statistics, Recommendation Systems, System Design.

← All skills

Ads & Ranking ML

146 active AI roles across 33 companies mention Ads & Ranking ML. Category: Applied ML Domains.

Demand trend

New AI postings mentioning Ads & Ranking ML per week — 108 total over 11 weeks.

Sector

All Big Tech · 84 Consumer · 20 Media · 12 Enterprise · 11 Retail · 5 Hospitality · 3 Defense · 3 Data AI · 3 Banking · 2 AI Frontier · 2 Insurance · 1

Function

All Engineering · 121 Product · 14 Research · 11

Status

All Active only

Sort

AI score Recently posted Company A–Z

FilteredfunctionEngineering×

121 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Reddit	Staff Machine Learning Engineer, Ads Content Understanding	Consumer	8	L2
Amazon	Senior Applied Scientist, Entertainment Devices & Grocery Experiences (EDGE) Ads	Big Tech	8	L4
Capital One	Sr. Distinguished Machine Learning Engineer (Remote-Eligible)	Banking	8	L4
Apple	ML Applied Scientist, Apple Services Engineering AI/ML	Big Tech	8	L6
Amazon	Senior Applied Scientist, Alexa Ads	Big Tech	8	L6
Disney	Lead Machine Learning Engineer, Ads Research	Media	8	L4
Apple	Senior Staff Machine Learning Engineer – Ads Prediction, Signals & Quality	Big Tech	8	L4
Amazon	Senior Applied Science Manager, Amazon Sponsored Products & Brands	Big Tech	8	L4
Amazon	Principal Applied Scientist, Advertiser Growth, Amazon Sponsored Products & Brands	Big Tech	8	L4
Reddit	Senior Machine Learning Engineer, Ads Foundational Representations	Consumer	7	L0
Google	Technical Program Manager III, AI/ML, Google Ads	Big Tech	7	L4
Expedia	Sr. Data Scientist - Advertising Technology	Hospitality	7	L6
Amazon	Senior Machine Learning Engineer, Sponsored Products and Brands Relevance	Big Tech	7	L3
Google	Software Engineer, AI/ML, YouTube Ads Bidding and Advertiser Optimization	Big Tech	7	L3
Hightouch	Engineering Manager, Agents	Data AI	7	L4
Amazon	Software Development Engineer, Amazon Marketing Cloud Assistant	Big Tech	7	L4
Amazon	SDE II, Amazon India Ads	Big Tech	7	L6
Google	Engineering Manager, Ads ML Modeling	Big Tech	7	L2
Anduril	Director of Advanced Capabilities	Defense	7	L4
Anduril	Director of Advanced Capabilities	Defense	7	L4
Google	Staff Software Engineer, Machine Learning, YouTube Shopping Recommendations	Big Tech	7	L6
Google	Software Engineer III, AI/ML, Display Ads	Big Tech	7	L3
Amazon	Software Development Manager - Advertiser Intelligence Center & Agent Context, Sales AI	Big Tech	7	L4
Amazon	ProServe Cloud Architect, AWS Professional Services, RCG and Pan-Amazon Strategy and Growth	Big Tech	7	L4
Anduril	Software Engineer, Robotics	Defense	7	L6
Amazon	Applied Scientist, Advertising	Big Tech	7	L6
Instacart	Senior Engineering Manager, Search	Consumer	7	L4
Reddit	Sr. Engineering Manager, Shopping Ads	Consumer	7	L4
Expedia	Machine Learning Scientist III	Hospitality	7	L6
The Trade Desk	Staff Applied Scientist	Media	7	L2

Frequently asked questions

What is Ads & Ranking ML and how common is it in AI job postings?
Ads & Ranking ML is a skill in the "Applied ML Domains" category. It currently appears in 146 active AI roles across 33 companies in our index.
Which companies are hiring for Ads & Ranking ML?
The top employers with active AI roles mentioning Ads & Ranking ML are: Amazon (47), Google (14), Netflix (9), Reddit (8), Unity (7).
Is demand for Ads & Ranking ML growing?
Over the last 11 weeks, 108 new AI postings mentioned Ads & Ranking ML. Demand is rising — up 130% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Ads & Ranking ML used?
Roles requiring Ads & Ranking ML are concentrated in: agents (47%), application (34%), serving infrastructure (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Ads & Ranking ML?
Job postings that mention Ads & Ranking ML most often also require: Machine Learning, Generative AI, Statistics, Recommendation Systems, System Design.

Ads & Ranking ML

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

Ads & Ranking ML

Top employers

Often paired with

Frequently asked questions