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.
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.
1899 AI roles tagged tool_use.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Software Engineer III, Generative AI, Agent Engineering | Big Tech | 8 | Agent orchestration · Evals · Model serving · Multimodal · Vision | |
| Technical Program Manager, Agentic Capabilities and Product Integration, DeepMind | Big Tech | 8 | Agent orchestration | |
| Senior Software Engineer, Generative AI, Core ML | Big Tech | 8 | Agent orchestration · RAG · LLM observability · Model serving · Inference infra | |
| Staff Software Engineer, Generative AI, Core Machine Learning | Big Tech | 8 | Agent orchestration · Evals · Guardrails · LLM observability · Fine-tuning · Model serving · Audio & speech | |
| ByteDance | Software engineer - AI Agent Infra | Big Tech | 8 | Agent orchestration · RAG · LLM observability · Model serving |
| Forward Deployed Architect Manager, Generative AI, Google Cloud | Big Tech | 8 | Agent orchestration · RAG · LLM observability | |
| Forward Deployed Engineering Manager, Gen AI | Big Tech | 8 | Agent orchestration · RAG · LLM observability · Multi-agent | |
| AMD | Sr. AI Software Engineer | Semiconductors | 8 | Agent orchestration · RAG · LLM observability · Model serving |
| Deloitte | Forward Deployed Engineer- Agentic AI | Consulting | 8 | Agent orchestration · RAG · Vector DB · LLM observability · Evals |
| Deloitte | Senior Forward Deployed Engineer, Frontier GenAI | Consulting | 8 | Agent orchestration · Guardrails · Model serving |
| Disney | Manager - Applied AI | Media | 8 | Agent orchestration · Evals · RAG · LLM observability · Model serving |
| Adobe | Senior Full Stack Engineer – Agentic Product | Enterprise | 8 | Agent orchestration · Evals · RAG · Model serving · LLM observability · Guardrails · Multimodal |
| Adobe | Senior Software Development Engineer, Agent Workflows, Firefly Boards | Enterprise | 8 | Agent orchestration · LLM observability · Guardrails |
| Salesforce | AI Builder, Emerging Talent - French Market | Enterprise | 8 | Agent orchestration · LLM observability · RAG · Fine-tuning · Model serving |
| Salesforce | AI Builder, Emerging Talent - Arabic Market | Enterprise | 8 | Agent orchestration · RAG · Code gen · LLM observability |
| Salesforce | AI Builder, Emerging Talent - Polish Market | Enterprise | 8 | Agent orchestration · Agent research |
| Salesforce | AI Builder, Emerging Talent - Arabic Market | Enterprise | 8 | Agent orchestration · RAG |
| Salesforce | AI Builder, Emerging Talent - UK & Ireland Market | Enterprise | 8 | Agent orchestration · LLM observability · Agent research |
| Salesforce | AI Builder, Emerging Talent - Swedish Market | Enterprise | 8 | Agent orchestration · RAG · LLM observability · Agent research |
| Salesforce | AI Builder, Emerging Talent - Spanish Market | Enterprise | 8 | Agent orchestration · RAG · LLM observability |
| Salesforce | AI Builder, Emerging Talent - Hebrew Market | Enterprise | 8 | Agent orchestration · Agent research · Code gen |
| Salesforce | AI Builder, Emerging Talent - Italian Market | Enterprise | 8 | Agent orchestration · RAG · LLM observability |
| Visa | Manager, Intelligence & Data Solutions (IDS), Data Science | Fintech | 8 | Agent orchestration · RAG · LLM observability · Model serving |
| Salesforce | AI Builder, Emerging Talent - BNL Market | Enterprise | 8 | Agent orchestration · LLM observability |
| Salesforce | AI Builder, Emerging Talent - BNL Market | Enterprise | 8 | Agent orchestration · LLM observability · Agent research |
| Salesforce | AI Builder, Emerging Talent - Spanish Market | Enterprise | 8 | Agent orchestration · LLM observability · Code gen |
| Salesforce | AI Builder, Emerging Talent - DACH Market | Enterprise | 8 | Agent orchestration · RAG · LLM observability · Agent research |
| Salesforce | AI Builder, Emerging Talent - French Market | Enterprise | 8 | Agent orchestration · Code gen |
| Salesforce | AI Builder, Emerging Talent - UK & Ireland Market | Enterprise | 8 | Agent orchestration · Agent research · LLM observability · RAG · Vector DB |
| Salesforce | AI Builder, Emerging Talent - DACH Market | Enterprise | 8 | Agent orchestration · Agent research · Code gen |