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.
120 AI roles tagged guardrails.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Ramp | Senior Growth Operator, Partner | Fintech | 9 | Agent orchestration · Tool use · Evals |
| Visa | Senior AI Engineer | Fintech | 9 | Agent orchestration · Tool use · LLM observability · RAG · Fine-tuning · Inference infra · Model serving · Frontier research · Interpretability · RL post-training · Agent research · Multimodal |
| Visa | Data Science Manager | Fintech | 9 | Agent orchestration · Fine-tuning · Model serving · Tool use |
| Ramp | Agentic Operator, Growth Marketing | Fintech | 9 | Agent orchestration · Tool use · Evals · RAG · Fine-tuning · LLM observability |
| Gusto | Sr. Staff AI/ML Engineer | Fintech | 9 | Agent orchestration · RAG · Evals · Model serving · LLM observability |
| PayPal | Staff Machine Learning Engineer | Fintech | 8 | Agent orchestration · Tool use · Evals · Fine-tuning · Recommender systems · Agent research |
| Mastercard | Senior Software Engineer - Backend/Platform Agentic AI | Fintech | 8 | Agent orchestration · Tool use · RAG · LLM observability · Model serving · Inference infra |
| Plaid | Staff Software Engineer - Instant Access | Fintech | 8 | Agent orchestration · LLM observability · Evals · Model serving · Code gen |
| Gusto | Staff Software Engineer, AI Developer Tools | Fintech | 8 | Agent orchestration · RAG · LLM observability · Fine-tuning · Model serving |
| Block | Senior ML/AI Modeler, Risk Automation Machine Learning | Fintech | 8 | Agent orchestration · Fine-tuning · Model serving · LLM observability |
| PayPal | Lead Product Manager | Fintech | 8 | Agent orchestration · RAG · Vector DB · Fine-tuning · Model serving · LLM observability |
| Ripple | Senior Staff Security Engineer, AI | Fintech | 8 | Agent orchestration · LLM observability · RAG · Agent research |
| Gusto | Head of ML/AI Engineering | Fintech | 8 | LLM observability · Model serving |
| Visa | Software Engineer, Sr. Consultant Level (11-15 years exp, Java-Python-AWS-GenAI) | Fintech | 8 | Agent orchestration · RAG · Vector DB · LLM observability · Model serving · Inference infra |
| Ripple | Staff Software Engineer, GenAI Platform | Fintech | 8 | Agent orchestration · Tool use · Evals · LLM observability · RAG · Inference infra · Model serving |
| Gusto | AI Solutions Architect | Fintech | 8 | Agent orchestration · Tool use · Evals · LLM observability |
| Visa | Staff Machine Learning Engineer, Responsible AI Engineering | Fintech | 8 | LLM observability · Agent orchestration · Agent research |
| Betterment | Sr. Staff Engineer | Fintech | 8 | Agent orchestration · Evals · LLM observability · Model serving |
| Visa | Client Consulting Analyst | Fintech | 8 | Agent orchestration · RAG · Fine-tuning · Evals |
| SoFi | Director, AI Platforms | Fintech | 8 | Model serving · Inference infra · Agent orchestration · RAG · Evals · LLM observability |
| Robinhood | Staff Product Manager, Cortex | Fintech | 8 | Agent orchestration · RAG · Evals · LLM observability |
| Visa | Machine Learning Engineer | Fintech | 8 | Agent orchestration · RAG · Inference infra · Model serving |
| Mercury | Senior Software Engineer - AI Engineering | Fintech | 8 | Agent orchestration · RAG · Evals · LLM observability · Model serving · Inference infra |
| Robinhood | Senior Security Engineer, AI Vulnerability Management | Fintech | 8 | Agent orchestration · LLM observability |
| Upstart | Principal Product Manager, Agentic Platform | Fintech | 8 | Agent orchestration · Tool use · RAG · Evals · LLM observability |
| PayPal | Sr Machine Learning Engineer — Agentic Systems | Fintech | 8 | Agent orchestration · Tool use · Evals · RAG · Fine-tuning · Model serving |
| Gusto | Head of AI-Native Talent Systems | Fintech | 8 | Agent orchestration · Evals · LLM observability · RAG · Vector DB · Fine-tuning · Model serving · Recommender systems · Search & ranking · Interpretability · Synthetic data · Agent research |
| Brex | Engineering Manager, AI — Brex Assistant | Fintech | 8 | Agent orchestration · LLM observability |
| Gusto | Staff Software Engineer, Growth (Revenue Enablement) | Fintech | 7 | Agent orchestration · Tool use · Evals · LLM observability · RAG · Model serving |
| Block | Product Manager, Risk Automation | Fintech | 7 | Agent orchestration · Evals · Fine-tuning · Inference infra · Model serving · LLM observability |