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AI Backend Developer
AI Backend DeveloperHalo Media • Ciudad de México, Ciudad de México, Mexico
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AI Backend Developer

AI Backend Developer

Halo Media • Ciudad de México, Ciudad de México, Mexico
Hace más de 30 días
Descripción del trabajo

We’re seeking AI Engineers to help design, build, and deploy next-gen AI solutions across Mercer’s global ecosystem. You will work on Generative AI, RAG pipelines, and AI agents that power internal tools, chatbots, and decision-support systems used by our consultants. This hands‑on engineering role bridges full‑stack software development and advanced AI techniques.

What You’ll Do

  • Design and implement AI-driven applications, copilots, and conversational agents using LLMs (OpenAI, Anthropic, Azure OpenAI).
  • Build and maintain RAG pipelines using text chunking, embeddings, and vector databases (e.g., MongoDB Atlas Vector Search, FAISS, Pinecone, Weaviate).
  • Develop and optimize prompting strategies and agent reasoning logic.
  • Engineer LLM‑based middleware integrations using Python and Node.js.
  • Contribute to full‑stack application development using the MEAN stack (MongoDB, Express, Angular, Node.js).
  • Support secure architecture by implementing MFA, OAuth flows, and containerized deployments.
  • Manage CI/CD pipelines using GitHub and Jenkins, and work with containerized deployments.
  • Collaborate with cross‑functional teams (data scientists, product owners, platform engineers) to bring prototypes into production.
  • Maintain code quality, observability, and robustness with proper testing and documentation.

Required Qualifications

  • 2+ years of experience in AI/ML or full‑stack software engineering.
  • Hands‑on experience building LLM‑based applications, RAG solutions, or AI agents.
  • Proficient in Python and/or Node.js and familiar with modern backend/middleware patterns.
  • Solid experience in MongoDB, including vector search capabilities (Atlas Vector Search preferred).
  • Experience with MEAN stack (MongoDB, Express, Angular, Node.js).
  • Familiarity with prompt engineering, embeddings, and retrieval pipelines.
  • Experience implementing or integrating Multi‑Factor Authentication.
  • Comfortable using GitHub for source control and Jenkins for CI/CD automation.
  • Excellent problem‑solving skills and the ability to communicate technical concepts.
  • Strong communication skills – able to explain AI concepts to non‑technical stakeholders.

Nice to Have (But Not Required)

  • Experience with Databricks, model registries, and MLOps workflows.
  • Familiarity with LangChain, LlamaIndex, Dapr, or Azure AI Agent Service.
  • Prior work in AI observability, testing, and platform governance.
  • Understanding of cloud security, data governance, and compliance in AI systems.

Preferred Tools & Stack

  • MEAN stack, Python, or any other middleware technologies.
  • Databricks (Nice to have), OpenAI, Azure OpenAI
  • LangChain, LlamaIndex, or similar frameworks
  • Git, CI/CD, Docker, and cloud platforms (especially Azure)
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AI Backend Developer • Ciudad de México, Ciudad de México, Mexico

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