Join Amaris Consulting as a
Senior AI Agent Developer
within a clinical-operations data environment. In this role, you will contribute to the design, development, evaluation, and operation of an enterprise-grade conversational analytics agent for governed clinical-operations data, supporting high standards of reliability, traceability, and responsible AI.

Your missions
- Design and build a conversational analytics agent covering natural-language query understanding, SQL generation, query execution, answer synthesis, explainability, and source citations.
- Implement guardrails for scope enforcement, hallucination detection, traceability, and responsible AI in high-stakes clinical contexts.
- Select and document the agent orchestration approach based on proof-of-concept evidence, including ReAct, plan-and-execute, or multi-agent patterns.
- Integrate model access through the Apollo gateway while following cross-region inference and model-routing conventions.
- Implement purpose-bound data access according to user function, including object-level, attribute-level,



and row-level controls.
- Integrate semantic assets such as business glossaries, KPI definitions, semantic views, and ontology references into the agent architecture.
- Design and operate a structured evaluation framework covering SQL correctness, answer faithfulness, regression testing, confidence intervals, and drift detection.
- Implement observability, CI/CD processes, and automated regression gates for prompts, semantic-model artefacts, and agent configuration.

Your profile
- Experience building text-to-SQL or conversational analytics systems in production environments.
- Experience developing production-level applications in Python.
- Advanced SQL skills, including analytical queries, window functions, and performance optimisation.
- Experience implementing LLM agent patterns such as prompt engineering, function calling, tool use, ReAct, or plan-and-execute.
- Experience with Snowflake, including data

📌 Generative AI Engineer (Barcelona)
🏢 Mantu
📍 Barcelona