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.
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.
108 AI roles tagged guardrails.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Airbnb | Senior Machine Learning Engineer, Customer Support Engineering | Consumer | 9 | Agent orchestration · Tool use · Evals · RAG · Fine-tuning · Model serving · RLHF · Agent research |
| Airbnb | Senior Staff Machine Learning Engineer, Post Training | Consumer | 9 | Fine-tuning · Model serving · Inference infra · LLM observability · Multimodal |
| Senior Machine Learning Engineer, GenAI Security | Consumer | 9 | Agent orchestration · Tool use · Evals · Fine-tuning · Model serving | |
| Zillow | Senior Machine Learning Engineer | Consumer | 9 | Agent orchestration · Multimodal · Evals · LLM observability · Model serving |
| Airbnb | Machine Learning Engineer, Customer Support Engineering | Consumer | 9 | Agent orchestration · Tool use · Evals · RAG · Fine-tuning · Model serving · RL post-training · Agent research |
| Principal Engineer, Agentic Engineering | Consumer | 9 | Agent orchestration · Agent research · Evals · LLM observability · Tool use | |
| Sr. Data Scientist, Responsible AI | Consumer | 9 | Evals · LLM observability · Agent research · Multimodal | |
| Zillow | Principal Machine Learning Engineer, Agentic AI | Consumer | 9 |
| Agent orchestration · Multimodal · Evals · LLM observability · Model serving · Agent research |
| Zillow | Principal Applied Scientist, Agentic AI | Consumer | 9 | RL post-training · RLHF · Reward modeling · Fine-tuning · Agent orchestration · Evals · Multimodal · Vector DB |
| Uber | Senior Applied Scientist – AI Red Teaming & Model Risk | Consumer | 9 | Evals · Agent orchestration · Tool use · LLM observability · Agent research |
| Uber | Staff ML Engineer, Generative AI | Consumer | 9 | Agent orchestration · Tool use · Evals · LLM observability · RAG · Fine-tuning · Model serving · Multimodal · Audio & speech |
| Airbnb | Senior Staff Machine Learning Engineer, Data & Eval | Consumer | 9 | Evals · LLM observability · RAG · Agent orchestration · Tool use · Fine-tuning · Synthetic data |
| DoorDash | Software Engineer, Machine Learning Infrastructure - Gen AI | Consumer | 8 | Agent orchestration · Tool use · Evals · LLM observability · RAG · Vector DB · Fine-tuning · Inference infra · Model serving |
| Chegg | Senior Software Engineer - Agentic AI Applications | Consumer | 8 | Agent orchestration · Tool use · Evals · LLM observability · RAG · Vector DB · Fine-tuning · Model serving · Multimodal |
| Airbnb | Senior Machine Learning Engineer, Community Support Engineering | Consumer | 8 | Agent orchestration · Fine-tuning · RAG · Evals · LLM observability |
| Oura | Senior AI Engineer – Health Intelligence | Consumer | 8 | Agent orchestration · Tool use · Evals · LLM observability · RAG · Vector DB · Fine-tuning · Model serving · Recommender systems · Multimodal · Agent research |
| Uber | Program Lead: Product Operations - AI Observability | Consumer | 8 | Agent orchestration · Evals · LLM observability · Agent research |
| Instacart | Director of Product, Agentic Commerce | Consumer | 8 | Agent orchestration · Evals |
| Airbnb | Principal Machine Learning Engineer- LLM Fine-tuning and Optimization | Consumer | 8 | Fine-tuning · Model serving · Inference infra · LLM observability · Multimodal · Agent orchestration · Evals |
| Zillow | Principal Software Engineer, Applied AI Services | Consumer | 8 | Model serving · Inference infra · Evals · Agent orchestration |
| Uber | Lead, Applied AI | Consumer | 8 | Agent orchestration · RAG · Vector DB · LLM observability · Evals · Tool use |
| Sr. Machine Learning Engineer, Responsible AI– Applied Research Science | Consumer | 8 | Fine-tuning · Evals · LLM observability · Recommender systems · Search & ranking · Multimodal |
| Roblox | Senior Software Engineer, ML Infra | Consumer | 8 | Fine-tuning · LLM observability · Evals · Model serving |
| Instacart | Senior Product Manager, Fraud & Trust | Consumer | 8 |
| Instacart | Senior Product Manager, Fraud & Trust | Consumer | 8 |
| Staff Product Manager, AI Safety | Consumer | 8 | Evals · LLM observability · Multimodal · Agent research · RLHF |
| Airbnb | Senior Machine Learning Engineer, Payments | Consumer | 8 | Agent orchestration · Fine-tuning · Inference infra · Model serving · Vector DB · RAG |
| Staff Software Engineer, Ads Measurement Signal | Consumer | 8 | Agent orchestration · RAG · Evals |
| Airbnb | Machine Learning Engineer, Community Support Engineering | Consumer | 8 | Agent orchestration · Fine-tuning · RAG · Evals · LLM observability · Model serving |
| Airbnb | Senior/Staff Machine Learning Engineer, Community Support Engineering | Consumer | 8 | Agent orchestration · Fine-tuning · RAG · Evals · LLM observability |