Runtime safety filters that detect or block harmful, off-policy, or unsafe LLM outputs before they reach end users; the production complement to alignment research. Primary AI lifecycle stage: evaluation and serving infrastructure.
1,219 active AI roles across 172 companies in our index reference Guardrails as of today.
The companies with the most active Guardrails listings are: Capital One (96 roles), Amazon (84 roles), JPMorgan Chase (74 roles), Google (55 roles), OpenAI (49 roles).
Guardrails primarily belongs to the evaluation and serving infrastructure stages of the AI lifecycle. In current hiring, Guardrails roles concentrate at: agents (74%), serving infrastructure (8%).
The sectors with the most active Guardrails hiring are: Enterprise, Big Tech, Banking.
Runtime safety filters that detect or block harmful, off-policy, or unsafe LLM outputs before they reach end users; the production complement to alignment research.
Primary AI lifecycle stage: evaluation and serving infrastructure.
As of today, 1,219 active AI roles across 172 companies in our index reference Guardrails. Hiring concentrates at the agents (74%) and serving infrastructure (8%) stages. Most common sectors: Enterprise, Big Tech, Banking.
240 AI roles tagged guardrails.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| JPMorgan Chase | Applied Machine Learning Scientist - Vice President | Banking | 9 | Agent orchestration · Tool use · Evals · LLM observability · RAG · Fine-tuning · Model serving · Recommender systems · Multimodal · Agent research · RL post-training |
| Capital One | Sr. Distinguished AI Engineer (Agentic AI Platform) | Banking | 9 | Agent orchestration · RAG · LLM observability · Tool use · Model serving · Vector DB |
| JPMorgan Chase | AI Agents Applied Engineer - Senior Associate | Banking | 9 | Agent orchestration · Tool use · Fine-tuning · Model serving · Inference infra · LLM observability · Recommender systems · Search & ranking · RL post-training |
| JPMorgan Chase | AI Agents Applied Research/Engineering Lead - Vice President | Banking | 9 | Agent orchestration · Tool use · Fine-tuning · Model serving · Inference infra · Recommender systems · Search & ranking · RL post-training |
| JPMorgan Chase | AI/ML Director | Banking | 9 | Agent orchestration · RAG · Vector DB · Tool use · Evals · LLM observability |
| JPMorgan Chase | Machine Learning Scientist - Vice President | Banking | 9 | Agent orchestration · Tool use · Evals · LLM observability · RAG · Fine-tuning · Model serving · Recommender systems · RL post-training · Multimodal |
| JPMorgan Chase | Senior AI Application Engineer - Vice President | Banking | 8 | LLM observability · Evals · Model serving · Inference infra |
| JPMorgan Chase | Security Engineer III - AIML | Banking | 8 | Agent orchestration · Evals · LLM observability · RAG |
| Capital One | Senior Lead AI Engineer (GenAI Platform Services) | Banking | 8 | Fine-tuning · Inference infra · Model serving · Vector DB · LLM observability · Evals |
| JPMorgan Chase | Applied AI ML Lead - Payments | Banking | 8 | Agent orchestration · Tool use · Evals · Model serving |
| JPMorgan Chase | Software Engineer III - AI/ML, Prompt Engineer | Banking | 8 | Agent orchestration · RAG · Fine-tuning · Model serving · Vector DB · Evals · LLM observability |
| Capital One | Lead AI Engineer (Vision model customization, VML) | Banking | 8 | Vision · Model serving · Inference infra · Vector DB |
| Capital One | Senior Manager, AI Engineering (People Leader) (Gen AI Platform Services) | Banking | 8 | Model serving · Inference infra · Vector DB · RAG · Fine-tuning |
| Capital One | Senior Lead AI Engineer, Gen AI Platform | Banking | 8 | Model serving · Inference infra · Fine-tuning · Vector DB · LLM observability |
| Capital One | Lead AI Engineer (Vision model customization, VLM) | Banking | 8 | Vision · Multimodal · Inference infra · Model serving · Fine-tuning · RAG · Vector DB · LLM observability |
| Capital One | Lead Machine Learning Engineer | Banking | 8 | Agent orchestration · Model serving · Inference infra · LLM observability · Fine-tuning · Evals |
| Capital One | Lead Machine Learning Engineer (Manager IC) | Banking | 8 | Model serving · Inference infra · LLM observability · Agent orchestration · Fine-tuning · RAG |
| Capital One | Senior Lead AI Engineer (AI Foundations, LLM Core and Agentic AI) | Banking | 8 | Agent orchestration · Model serving · Inference infra · Vector DB · Fine-tuning · LLM observability · Evals |
| Capital One | Lead AI Engineer (AI Foundations, LLM Core and Agentic AI) | Banking | 8 | Agent orchestration · Model serving · Inference infra · Fine-tuning · Vector DB · LLM observability · Evals |
| JPMorgan Chase | Red Team Lead Security Engineer | Banking | 8 | Evals · LLM observability · RAG · Agent orchestration |
| JPMorgan Chase | Applied AI ML Lead- Agentic AI & Python | Banking | 8 | Agent orchestration · LLM observability · RAG · Fine-tuning · Model serving |
| JPMorgan Chase | Risk Management - Gen AI Lead Data Scientist | Banking | 8 | Agent orchestration · RAG · LLM observability · Tool use |
| Capital One | Sr. Lead AI Engineer (Inference Optimization, FM hosting, AI Platform) | Banking | 8 | Model serving · Inference infra · Fine-tuning · Vector DB · LLM observability |
| Capital One | Lead AI Engineer (FM Hosting, LLM Inference) | Banking | 8 | Model serving · Inference infra · LLM observability · Vector DB |
| Capital One | Lead AI Engineer (FM Hosting, LLM Inference) | Banking | 8 | Model serving · Inference infra · LLM observability · Vector DB |
| JPMorgan Chase | Predictive Science - AI Engineering & Prompt Architecture Lead - Vice President | Banking | 8 | Agent orchestration · RAG · Fine-tuning · Evals · LLM observability · Vector DB · Tool use |
| Capital One | Lead AI Engineer (GenAI Platform, AI Foundations, LLM Core and Agentic AI) | Banking | 8 | Agent orchestration · Model serving · Inference infra · Vector DB · RAG · Fine-tuning · LLM observability · Evals |
| Capital One | Sr Director, AI Engineering | Banking | 8 | Model serving · Inference infra · Vector DB · Evals · LLM observability |
| Capital One | Distinguished AI Engineer | Banking | 8 | Model serving · Inference infra · Fine-tuning · Vector DB · RAG · LLM observability |
| JPMorgan Chase | Director of Software Engineering - Python, Gen AI | Banking | 8 | Agent orchestration · RAG · LLM observability · Model serving |