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.
33 AI roles tagged search_ranking.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| JPMorgan Chase | Sr Director of Software Engineering - AI/ML platforms (Intelligent Agentic Systems, RAG, LLM Architectures) | Banking | 9 | Agent orchestration · RAG · Model serving · Fine-tuning |
| JPMorgan Chase | AI Agents Applied Engineer - Senior Associate | Banking | 9 | Agent orchestration · Tool use · Fine-tuning · Model serving · Inference infra · Guardrails · LLM observability · Recommender systems · RL post-training |
| JPMorgan Chase | AI Agents Applied Research/Engineering Lead - Vice President | Banking | 9 | Agent orchestration · Tool use · Guardrails · Fine-tuning · Model serving · Inference infra · Recommender systems · RL post-training |
| JPMorgan Chase | Machine Learning Scientist - Natural Language Processing (NLP) - Vice President - Machine Learning Center of Excellence | Banking | 8 | Fine-tuning · Evals |
| JPMorgan Chase | Machine Learning Scientist - Natural Language Processing (NLP) - Senior Associate - Machine Learning Center of Excellence | Banking | 8 | Fine-tuning · Evals · Recommender systems · LLM observability |
| JPMorgan Chase | Applied AIML -Executive Director | Banking | 8 | Recommender systems · RAG · Model serving · Inference infra · Evals · Guardrails |
| JPMorgan Chase |
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.
| Applied AI ML-Executive Director |
| Banking |
| 8 |
| Agent orchestration · LLM observability · RAG · Vector DB · Fine-tuning · Model serving · Recommender systems |
| JPMorgan Chase | Applied AI ML-Vice President | Banking | 8 | Recommender systems · Agent orchestration |
| JPMorgan Chase | Applied AI ML-Senior Associate | Banking | 8 | LLM observability · RAG · Recommender systems · Agent orchestration |
| JPMorgan Chase | Data Scientist Lead- NLP & LLM | Banking | 8 | RAG · LLM observability · Fine-tuning · Model serving · Recommender systems |
| JPMorgan Chase | AI/LLM Product Director - Executive Director | Banking | 8 | Agent orchestration · RAG · Fine-tuning · RL post-training · LLM observability |
| JPMorgan Chase | Applied AI ML Lead -Digital | Banking | 8 | Recommender systems |
| JPMorgan Chase | Asset Management - Quantitative Analyst - Artificial Intelligence & Machine Learning Focus | Banking | 8 | LLM observability · RAG · Agent orchestration · Fine-tuning · Model serving · Recommender systems · Evals |
| Bank of America | Data Scientist II | Banking | 7 |
| JPMorgan Chase | Analytics Solution - Associate | Banking | 7 | LLM observability · RAG · Vector DB · Fine-tuning · Model serving · Recommender systems |
| JPMorgan Chase | Asset Management- Quantitative Equities Research Analyst - Vice President | Banking | 7 | LLM observability · RAG · Fine-tuning · Model serving · Recommender systems · Evals |
| JPMorgan Chase | Software Engineer II - Machine Learning | Banking | 7 | Recommender systems |
| JPMorgan Chase | Personalization Product Manager - Vice President | Banking | 7 | Agent orchestration · Agent research · Recommender systems · LLM observability · Guardrails |
| JPMorgan Chase | Product Owner - Knowledge Management | Banking | 7 | RAG · Agent orchestration · Tool use · LLM observability |
| JPMorgan Chase | Branch Channel Analytics Team - Machine Learning Lead | Banking | 7 | Recommender systems |
| JPMorgan Chase | Credit Portfolio Group – Quantitative Research - Associate | Banking | 7 | Agent orchestration · LLM observability · Fine-tuning · Model serving · Recommender systems |
| Capital One | Sr. Director, Machine Learning Engineering (Remote-Eligible) | Banking | 7 | Recommender systems · Model serving · Inference infra · Guardrails · Evals · Vector DB |
| JPMorgan Chase | Machine Learning Engineer - Senior Associate | Banking | 7 | Agent orchestration · Agent research · RAG · Recommender systems · LLM observability · Model serving |
| JPMorgan Chase | Applied AI/ML - Senior Associate | Banking | 7 | Agent orchestration · Tool use · RAG · Vector DB · Recommender systems · LLM observability |
| Capital One | Principal Associate, Data Scientist - AI for Data | Banking | 7 | Fine-tuning · Recommender systems · LLM observability |
| Capital One | Principal Associate, Data Scientist - Financial Services | Banking | 7 | Recommender systems |
| JPMorgan Chase | AI/LLM Product Manager - Senior Associate | Banking | 7 | Agent orchestration · Tool use · RAG · Vector DB · Fine-tuning · RL post-training |
| JPMorgan Chase | Data Scientist Lead | Banking | 7 | RAG · LLM observability · Evals |
| JPMorgan Chase | Payments-Digital & Design AI Product Associate | Banking | 6 |
| JPMorgan Chase | Quant Analytics Executive Director - Card Data Analytics | Banking | 5 | Recommender systems · Model serving · Evals |