Key skills
PythonRAILangChain
About this role
Role Overview
- Analyze and evolve conversational AI experiences, ensuring coherent responses, correct interpretation of intents, and identifying necessary adjustments in prompts, flows, or the knowledge base.
- Understand and operate agent architecture.
- Analyze dynamic execution flows of agents, including steps, chain-of-thought, and call order.
- Understand how LangChain works.
- Write and review technical prompts (Prompt Engineering).
- Analyze logs and traces provided by LangChain.
- Use observability tools to analyze agent execution step by step (inputs, outputs, and decision chain).
- Monitor inappropriate behaviors, identify root causes, and propose corrections.
- Analyze API integrations, interpreting requests, responses, and any failures.
- Perform technical curation of the knowledge base.
Requirements
- Minimum of 4 years of experience in IT.
- Ability to develop, read, and adapt Python code used by agents.
- Experience with API integrations.
- Experience with agent architecture.
- Experience with Prompt Engineering.
- Knowledge of LangChain.
- Knowledge of agent observability.
- Desired:
- Experience with knowledge bases.
- Bachelor's degree completed (Information Systems, Systems Analysis, or related fields).
- Understanding of content curation, versioning, and structuring.
Tech Stack
- Python
Benefits
- Private health insurance (Amil).
- Dental insurance.
- Meal allowance: R$ 30.00 per business day paid to a Flash card.
- Food voucher: R$ 157.50 per month paid to a Flash card.
- Life insurance.
- Gym allowance.
- Personalized birthday gift + day off.
- In-company Spanish and English courses.
- Education incentive for courses and training.
- Transportation voucher.