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.
15 AI roles tagged search_ranking.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Comcast | Principal Machine Learning Engineer | Media | 8 | Recommender systems · Fine-tuning · Agent orchestration · Tool use · Inference infra · Model serving |
| Disney | Lead Machine Learning Engineer, Ad Platforms | Media | 8 | Recommender systems · Fine-tuning · RAG · LLM observability · Multimodal · Vision · Evals |
| Disney | Senior Machine Learning Engineering Manager, Ad Platforms | Media | 7 | Model serving · Recommender systems |
| Disney | Lead Machine Learning Engineer | Media | 7 | Model serving · Inference infra · Recommender systems |
| Warner Bros Discovery | Director, Machine Learning Engineering, CNN Digital Products & Services | Media | 7 | Recommender systems · Model serving · Inference infra · LLM observability |
| Comcast | Sr. Principal Machine Learning Engineer | Media | 7 | Model serving · Inference infra · Recommender systems |
| The Trade Desk | Staff Applied Scientist | Media | 7 | Recommender systems |
| The Trade Desk | Applied Scientist II | Media | 7 | Recommender systems · Model serving · Inference infra |
| AppLovin | Machine Learning Engineer – Feed Recommendation | Media | 7 | Recommender systems · Model serving |
| Disney | Lead Full Stack Software Engineer - AI Assisted Engineering Practices | Media | 5 | LLM observability · Guardrails · Recommender systems |
| Comcast | Principal Product Manager, Omnichannel Experience Platform | Media | 5 | Agent orchestration · Agent research · Evals · Guardrails · LLM observability · RAG · Vector DB · Fine-tuning · Model serving · Recommender systems |
| Comcast | Lead Analyst, Technology & Automation | Media | 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 |
| Comcast | Sr. Product Manager, Programmatic Advertising | Media | 5 | Recommender systems |
| Comcast | Senior Manager, SEO & GEO Growth | Media | 5 | LLM observability · RAG · Vector DB |
| Disney | Lead Data Scientist | Media | 5 | Recommender systems |
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.