Information retrieval systems that order results by relevance, increasingly using neural rerankers and LLM-augmented post-processing on top of traditional inverted-index retrieval. Primary AI lifecycle stage: application.
490 active AI roles across 85 companies in our index reference Search & ranking as of today.
The companies with the most active Search & ranking listings are: Amazon (94 roles), Google (41 roles), Apple (26 roles), Reddit (18 roles), Pinterest (17 roles).
Search & ranking primarily belongs to the application stage of the AI lifecycle. In current hiring, Search & ranking roles concentrate at: application (46%), agents (42%).
The sectors with the most active Search & ranking hiring are: Big Tech, Consumer, Enterprise.
Information retrieval systems that order results by relevance, increasingly using neural rerankers and LLM-augmented post-processing on top of traditional inverted-index retrieval.
Primary AI lifecycle stage: application.
As of today, 490 active AI roles across 85 companies in our index reference Search & ranking. Hiring concentrates at the application (46%) and agents (42%) stages. Most common sectors: Big Tech, Consumer, Enterprise.
1 AI role tagged search_ranking.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Merck | Enterprise Data Access Product Owner | Pharma | 5 | Agent orchestration · Tool use · Evals · Guardrails · LLM observability · RAG · Vector DB · Fine-tuning · Inference infra · Model serving · Recommender systems · Vision · Audio & speech · Frontier research · Interpretability · Synthetic data · Agent research · RL post-training · RLHF · Reward modeling · RL robotics · Embodied AI |