AI systems that invoke external APIs, search engines, or code interpreters during inference, extending capabilities beyond raw LLM generation. The foundational capability behind most agentic products.
Primary AI lifecycle stage: agents.
As of today, 1,237 active AI roles across 193 companies in our index reference Tool use. Hiring concentrates at the agents (94%) and application (2%) stages. Most common sectors: Enterprise, Big Tech, Data AI.
1899 AI roles tagged tool_use.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Deloitte | Senior Anthropic Forward Deployed Engineer - GPS | Consulting | 7 | Agent orchestration · Model serving · LLM observability |
| Deloitte | Senior AWS Forward Deployed Engineer - GPS | Consulting | 7 | Agent orchestration · Guardrails · LLM observability |
| Deloitte | Senior Databricks Forward Deployed Engineer - GPS | Consulting | 7 | Agent orchestration · Guardrails · Model serving |
| Deloitte | Snowflake Forward Deployed Engineer - GPS | Consulting | 7 | Agent orchestration · LLM observability · Model serving · Fine-tuning |
| Deloitte | AWS Forward Deployed Engineer - GPS | Consulting | 7 | Agent orchestration · Guardrails · LLM observability |
| Deloitte | OpenAI Forward Deployed Engineer - GPS | Consulting | 7 | Agent orchestration · Guardrails · LLM observability · Model serving |
| Deloitte | Google Forward Deployed Engineer - GPS | Consulting | 7 | Agent orchestration · Guardrails · LLM observability · Model serving |
| Deloitte | Palantir Forward Deployed Engineer - GPS | Consulting | 7 | Agent orchestration · LLM observability · Model serving |
| Deloitte | Anthropic Forward Deployed Engineer - GPS | Consulting | 7 | Agent orchestration · LLM observability · Model serving · Guardrails |
| Deloitte | Databricks Forward Deployed Engineer - GPS | Consulting | 7 | Agent orchestration · Guardrails · Fine-tuning · Model serving |
| JPMorgan Chase | Applied AI ML-Senior Associate | Banking | 7 | Agent orchestration · RAG · LLM observability · Model serving |
| DoorDash | Associate Manager, Sales Strategy & Operations, Commerce Platform | Consumer | 7 | Agent orchestration · Evals · Guardrails · LLM observability · RAG · Vector DB · Fine-tuning · Model serving · Recommender systems · Search & ranking |
| Senior Software Engineer, Agentic Infrastructure, GBO Engineering | Big Tech | 7 | Agent orchestration · RAG · LLM observability |
| Deloitte | Senior Forward Deployed Engineer, Microsoft AI & Data | Consulting | 7 | Agent orchestration · Model serving · LLM observability |
| Deloitte | Forward Deployed Engineer – Microsoft AI&Data | Consulting | 7 | Agent orchestration · Model serving · LLM observability · Guardrails |
| Deloitte | Senior Forward Deployed Engineer – Palantir | Consulting | 7 | Agent orchestration · Model serving · LLM observability · Guardrails |
| Deloitte | Senior Forward Deployed Engineer – AWS | Consulting | 7 | Agent orchestration · Guardrails · Model serving |
| Deloitte | Forward Deployed Engineer – Databricks | Consulting | 7 | Agent orchestration · Guardrails · Model serving |
| Adobe | Agentic Outcome Engineer | Enterprise | 7 | Agent orchestration · LLM observability · RAG |
| Sentry | Staff Software Engineer, AI Developer Tooling | Enterprise | 7 | Agent orchestration · Guardrails · LLM observability · Code gen |
| Metropolis | Director, Applied AI | Vertical AI | 7 | Agent orchestration · LLM observability · RAG · Vector DB · Fine-tuning · Model serving |
| Snowflake | Staff Software Engineer - AI Developer Tooling | Data AI | 7 | Agent orchestration · Inference infra · Model serving · LLM observability |
| Anthropic | Staff+ Software Engineer, Backend | AI Frontier | 7 | Model serving · Inference infra · Agent orchestration · Vision |
| Applied Intuition | Embedded AI Engineer – Android Automotive (On-Device Intelligence) | Robotics | 7 | Model serving · Inference infra · Quantization · Fine-tuning · Guardrails · Multimodal |
| Amazon | Senior Solutions Architect, Telecom | Big Tech | 7 | Agent orchestration · Agent research · Guardrails · RAG · Code gen |
| Amazon | Sr Risk Manager, Amazon Business Payments & Lending | Big Tech | 7 | Agent orchestration · Evals |
| NVIDIA | Senior Software Engineer, Developer Experience | Semiconductors | 7 | Agent orchestration · LLM observability |
| Walmart | Software Engineer III | Retail | 7 | Agent orchestration · RAG · Fine-tuning · LLM observability · Guardrails |
| Deloitte | Forward Deployed Engineer – AWS | Consulting | 7 | Agent orchestration · Guardrails · Model serving |
| NVIDIA | Senior Manager, Software Engineering - Agentic Automation | Semiconductors | 7 | Agent orchestration · RAG · LLM observability |
AI systems that invoke external APIs, search engines, or code interpreters during inference, extending capabilities beyond raw LLM generation. The foundational capability behind most agentic products. Primary AI lifecycle stage: agents.
1,237 active AI roles across 193 companies in our index reference Tool use as of today.
The companies with the most active Tool use listings are: JPMorgan Chase (80 roles), Salesforce (64 roles), Amazon (51 roles), Adobe (49 roles), Google (44 roles).
Tool use primarily belongs to the agents stage of the AI lifecycle. In current hiring, Tool use roles concentrate at: agents (94%), application (2%).
The sectors with the most active Tool use hiring are: Enterprise, Big Tech, Data AI.