New AI postings mentioning Information Retrieval per week — 317 total over 12 weeks.
445 active AI roles across 75 companies mention Information Retrieval. Category: NLP & Language.
Information Retrieval is a skill in the "NLP & Language" category. It currently appears in 445 active AI roles across 75 companies in our index.
The top employers with active AI roles mentioning Information Retrieval are: Google (121), Amazon (74), Apple (23), ByteDance (18), Capital One (16).
Over the last 12 weeks, 317 new AI postings mentioned Information Retrieval. Demand is rising — up 372% in the last four weeks compared to the earliest four weeks in the window.
Roles requiring Information Retrieval are concentrated in: agents (56%), application (20%), serving infrastructure (13%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
Job postings that mention Information Retrieval most often also require: Machine Learning, Natural Language Processing, System Design, Agentic Systems, Large Language Models (LLMs).
11 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Target | Lead Data Scientist- Comp Intel | Retail | 9 | L4 |
| Target | Sr. Data Scientist | Retail | 8 | L4 |
| Walmart | Distinguished, Data Scientist | Retail | 8 | L4 |
| Walmart | Staff, Data Scientist | Retail | 7 | L4 |
| Walmart | (USA) Distinguished, Software Engineer | Retail | 7 | L4 |
| Walmart | Staff, Data Scientist | Retail | 7 | L6 |
| Walmart | (USA) Principal, Data Scientist - Generalist | Retail | 7 | L4 |
| Walmart | (USA) Senior, Software Engineer | Retail | 7 | L4 |
| Walmart | Staff, Software Engineer | Retail | 7 | L4 |
| Walmart | Senior Software Engineer, Information Security | Retail | 7 | L4 |
| Walmart | Staff, Machine Learning Engineer | Retail | 7 | L4 |