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 |
|---|---|---|---|---|
| Adobe | Forward Deployed AI Engineer — Lifecycle Marketing | Enterprise | 8 | Agent orchestration |
| Adobe | Forward-Deployed AI Engineer | Enterprise | 8 | Agent orchestration |
| Adobe | Machine Learning Engineer | Enterprise | 8 | Agent orchestration · Evals · Guardrails · LLM observability · RAG · Vector DB · Fine-tuning · Model serving · Agent research |
| Verizon | Director - AI/ML Engineering | Telecom | 8 | LLM observability · Agent orchestration · Vector DB · Model serving · Inference infra · Guardrails |
| Salesforce | Senior Software Engineer - Agentic & Automation Engineering | Enterprise | 8 | Agent orchestration · LLM observability |
| Microsoft | Principal Product Manager | Big Tech | 8 | Agent orchestration · Agent research · Evals · Guardrails |
| JPMorgan Chase | Risk Management - Gen AI Lead Data Scientist | Banking | 8 | Agent orchestration · RAG · LLM observability · Guardrails |
| Forward Deployed Engineering Manager, Gen AI, Manufacturing and Conglomerate, Google Cloud | Big Tech | 8 | Agent orchestration · RAG | |
| Forward Deployed Engineering Manager, Generative AI, Public Sector and Education, Google Cloud | Big Tech | 8 | Agent orchestration · RAG · LLM observability · Model serving | |
| Tempus AI | Translational Scientist, Applied Machine Learning and Agentic AI, Pharma R&D | Vertical AI | 8 | Agent orchestration · LLM observability · RAG · Multimodal |
| JPMorgan Chase | Applied AI ML Lead | Banking | 8 | Agent orchestration · RAG · Vector DB · LLM observability · Multi-agent |
| UiPath | Principal Product Manager, Agentic Business Orchestration & Automation | Enterprise | 8 | Agent orchestration · Agent research |
| Salesforce | Agentforce Forward Deployed Engineer B2C Commerce | Enterprise | 8 | Agent orchestration · LLM observability · RAG · Agent research |
| Anthropic | Product Engineer, Computer Use | AI Frontier | 8 | Agent orchestration · LLM observability · Guardrails · Model serving |
| Legora | Data & Analytics Intern | Vertical AI | 8 | Agent orchestration · Evals · Guardrails · LLM observability · RAG · Vector DB |
| UiPath | Senior Software Engineer | Enterprise | 8 | Agent orchestration · Agent research · LLM observability · Evals · Model serving |
| Apple | AI / Data Engineer | Big Tech | 8 | Agent orchestration · RAG · LLM observability · Evals |
| Augury | Machine Learning Engineer | Vertical AI | 8 | Agent orchestration · LLM observability · Model serving |
| Forward Deployed Engineer V, GenAI, Google Cloud | Big Tech | 8 | Agent orchestration · LLM observability · Model serving | |
| Eli Lilly | Director, Discovery Bioinformatics Oncology | Pharma | 8 | Agent orchestration · RAG · Fine-tuning · Multimodal |
| Verizon | Sr Engr Cslt-Data Science | Telecom | 8 | Agent orchestration · RAG · LLM observability · Fine-tuning · Model serving |
| Oura | Senior AI Engineer – Health Intelligence | Consumer | 8 | Agent orchestration · Evals · Guardrails · LLM observability · RAG · Vector DB · Fine-tuning · Model serving · Recommender systems · Multimodal · Agent research |
| Box | Forward Deployed Engineer | Enterprise | 8 | Agent orchestration · RAG · Model serving · LLM observability |
| Box | Forward Deployed Engineer | Enterprise | 8 | Agent orchestration · RAG · Model serving · LLM observability |
| UiPath | Principal Product Management, Agentic Automation | Enterprise | 8 | Agent orchestration · Evals · LLM observability |
| Gameplay Programmer, Games, Inception, DeepMind | Big Tech | 8 | Agent orchestration · Model serving · Inference infra | |
| Amazon | Sr Manager, Applied Science, Alexa for Shopping (Rufus) | Big Tech | 8 | Agent orchestration · LLM observability · Evals · Guardrails · RAG · Multimodal · Multi-agent |
| Amazon | Sr. Applied AI Solutions Architect - Public Sector, Amazon Connect | Big Tech | 8 | Agent orchestration · RAG |
| Amazon | Sr. Applied AI Solutions Architect - Public Sector, Amazon Connect | Big Tech | 8 | Agent orchestration · RAG |
| Target | Sr. Data Scientist | Retail | 8 | Search & ranking · Recommender systems · RAG · Agent orchestration · Guardrails · Fine-tuning · Model serving · Inference infra |