Welcome to Talento! We are a nearshoring-focused company, driven by people and talent committed to finding the right fit for you from the very start. Thank you for your interest in joining us and becoming a proud T-mate ! See below for position details, information, and requirements. If your profile matches We encourage you to apply and take the next step with Talento!

AI Engineer Mid

Key Responsibilities

We are looking for a hands-on AI Engineer to help extend our existing data product with a semantic and conversational AI layer. This role will focus on building a robust semantic layer on top of our established domain-driven data model, and on designing AI-powered user experiences — conversational agents, chatbots, and Streamlit-based applications that let users interact naturally with the underlying data.

Key Responsibilities

- Design and build a semantic layer on top of our existing domain-driven data model.
- Translate physical data structures and domain entities into business-friendly concepts that can be reliably consumed by AI applications.
- Define and manage business entities and relationships, measures/metrics/KPIs, terminology and synonyms, dimensions and hierarchies, and business rules.
- Build semantic models that improve the accuracy and consistency of natural-language-to-data interactions.
- Develop and deploy AI agents and conversational applications that let users query and interact with product data using natural language.
- Build user-facing AI applications using Streamlit, Snowflake-native capabilities, or appropriate third-party agent/chatbot frameworks.
- Develop agent workflows that interpret user intent, query structured data, apply business context, and present useful responses.
- Integrate AI applications with existing product data, APIs, and services.
- Develop and maintain prompt strategies,



system instructions, tool definitions, and guardrails.
- Test and evaluate AI responses for accuracy, consistency, and adherence to business logic.

Qualifications

Qualifications

- 2 – 3 years with strong experience building and deploying LLM-powered applications and AI agents.
- Strong Python and SQL skills, with experience working with complex relational data models.
- Experience building semantic models, semantic layers, or business metadata layers for analytical or AI use cases.
- Understanding of agentic architecture: tool/function calling, agent orchestration, context management, structured outputs, and multi-step workflows.
- Understanding of RAG, embeddings, vector search, and grounding techniques where appropriate.
- Hands-on Snowflake experience strongly preferred (Cortex AI, Cortex Analyst, semantic models/views, Cortex Search, Streamlit in Snowflake).
- Experience with agent frameworks (LangGraph, LangChain, Semantic Kernel, AutoGen) and enterprise LLM platforms (OpenAI, Azure OpenAI, Anthropic, AWS Bedrock) is a plus.
- Experience with AI evaluation, observability, and response-quality testing is valued.
- Applied AI engineer with strong data modeling instincts — able to bridge an established domain-driven data model with modern AI applications, rather than an AI researcher focused on training models.

What We Offer

At Talento, we invest in your well‑being and success from day one. Enjoy these core benefits designed to keep you healthy, energized, and supported:

- ?️ Bodytech Gym Membership

Full access to Bodytech clubs nationwide, including group classes, personal training discounts, and wellness workshops.

- ? Comprehensive Healthcare Coverage A robust plan featuring emergency home visits, access to an approved emergency care network, and consultations with a broad panel of specialists

📌 AI Engineer (Medellín)
🏢 Talento
📍 Medellín