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.

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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

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70 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Google	Engineering Manager, Ads ML Modeling	Big Tech	7	L2
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
Amazon	Applied Scientist, Advertising	Big Tech	7	L6
Netflix	Machine Learning Scientist 5 - Ads Forecasting	Big Tech	7	L4
Amazon	Applied Scientist, Ads Measurement Science	Big Tech	7	L6
Amazon	Senior Applied Scientist, Ad Measurements Science	Big Tech	7	L6
Google	Team Lead, Mobile App, Ads, Serving, AI Focused	Big Tech	7	L3
Google	Senior Data Engineer, Product Analytics, Payments	Big Tech	7	L4
Amazon	Software Development Engineer, Advertising	Big Tech	7	L6
Netflix	Senior Manager, Critical Operations & Reliability Engineering	Big Tech	7	L4
Google	Staff Software Engineer, Search Ads ML and Large Language Models	Big Tech	7	L3
Amazon	Machine Learning Engineer, Ad Response Prediction	Big Tech	7	L3
Netflix	Manager, Member Experience - Ads DSE	Big Tech	7	L4
Amazon	Software Development Engineer, Sponsored Products and Brands Off-Search	Big Tech	7	L6
Amazon	Senior Applied Scientist, Ad Measurements Science	Big Tech	7	L6
Amazon	Senior Applied Scientist, Ad Measurements Science	Big Tech	7	L6
Amazon	Software Dev Engineer II, Conversational Ad Experiences	Big Tech	7	L4
Amazon	Sr. Software Development Engineer, Measurement, Ad Tech, and Data Science (MADS)	Big Tech	7	L6
Netflix	Engineering Manager, Ads Signals & Targeting	Big Tech	7	L4
ByteDance	Tech Lead - Machine Learning Platform Engineer	Big Tech	7	L3
Netflix	Distributed Systems Engineer 6 - Decisioning & Optimization	Big Tech	7	L3
Amazon	Senior Applied Scientist, Ad Measurements Science	Big Tech	7	L6
Amazon	Applied Scientist, Ads Measurement Science	Big Tech	7	L6
Amazon	Applied Scientist, Sponsored Products	Big Tech	7	L6
Amazon	Principal Technical Program Manager, Ads Core AI Infra	Big Tech	7	L4
Amazon	Senior Applied Scientist, AWS Marketplace Discovery	Big Tech	7	L6
Apple	Senior Machine Learning Engineer - Ads Auction	Big Tech	7	L6

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