Generative AI Engineer
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Job Description
Generative AI Engineer building production LLM agents and AWS solutions for Omega CRM, a Spain-based customer experience technology company. Developing RAG, full-stack integrations, and AI observability.
Responsibilities:
- Design and develop LLM-based agents with tool calling, memory, and orchestration
- Build documentation and information retrieval pipelines using embeddings, vector databases, RAG, and response quality evaluation
- Deploy and operate AWS solutions on Amazon Bedrock and AgentCore using infrastructure as code
- Develop backend APIs, integrations, authentication, user interfaces, and integrations with internal systems via MCP and APIs
- Measure and improve observability, costs, latency, and response quality
- Take LLMs and agents into production
- Collaborate with customer-facing teams and support day-to-day decision-making through AI assistants and agents
Requirements:
- Python, TypeScript, React, AWS (Bedrock, AgentCore, Lambda, DynamoDB, S3), Pulumi, MCP, vector databases, Langfuse, Datahub
- Demonstrable experience taking LLMs and agents into production (not just prototypes)
- Strong command of RAG: chunking, embeddings, vector search, and evaluation
- Solid knowledge of AWS, particularly Bedrock and AgentCore
- Cloud development experience: serverless, containers, IAM, networking, and CI/CD
- Infrastructure as Code with Pulumi
- Familiarity with backends in Python and/or TypeScript, and frontends built with a modern framework (React or similar)
- Security best practices: OAuth/OIDC, secrets management, and per-user permissions
- Experience with Model Context Protocol (MCP)
- LLM observability (Langfuse or similar) and automated evaluation
- Strong comprehension and analytical skills
- Very fast adaptation to emerging developments and tools
- Highly proactive mindset: proposes ideas rather than waiting for instructions
- Sufficient experience to communicate in business terms and explain technical decisions to non-technical stakeholders
- Strong critical judgment regarding AI: uses it as a tool and critically validates its outputs
- Ability to understand the business model and the broader purpose of the work being done
- Oral and written fluent in English (+B2+)
Benefits:
- Permanent contract
- Flexible Schedule
- Certifications plan
- Home Office
- Flexible retribution (public transport ticket, Ticket restaurant, …)
- Health insurance
- OMEGA in action. Our commitment to a better society is not just an intention
- Professional development: Evolve, grow and get where you want to go.
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