30 sep
|
Svitla Systems
|
Colombia
30 sep
Svitla Systems
Colombia
Svitla Systems Inc. is looking for a Senior AI/ML Engineer for a full-time position (40 hours per week) in Colombia,Costa Rica, Mexico. Our client is a composite AI platform that analyzes telemetry, identifies patterns and common causes, and prioritizes issues based on user behavior. It uses machine learning and Generative AI to provide contextual insights and recommendations, even when model confidence is low.
Requirements
• 7+ years of professional experience in Machine Learning, Data Science, or AI Engineering roles, with a track record of shipping systems to production.
• Strong proficiency in Python and hands-on experience with ML/DL frameworks such as PyTorch, TensorFlow, and Scikit-learn.
• Proven experience building Generative AI / LLM-based solutions: RAG architectures, prompt engineering, embeddings, and LLM orchestration frameworks (e.g., LangChain).
• Hands-on experience with vector databases and semantic/hybrid search (OpenSearch, pgVector, Elasticsearch, or similar).
• Experience designing and deploying end-to-end ML pipelines,
including experiment tracking and model registry tools (e.g., MLFlow).
• Practical experience with multi-agent AI architectures, structured output validation, and/or LLM evaluation frameworks.
• Experience with at least one major cloud platform (AWS or Azure) and its AI/ML services (e.g., AWS Lambda, SageMaker, OpenSearch, or Azure OpenAI, Azure ML).
• Experience with containerization (Docker); familiarity with orchestration (Kubernetes, ECS, EKS, or Fargate) is a plus.
• Solid SQL skills and experience with relational or data-warehouse platforms (PostgreSQL, Snowflake, BigQuery, Redshift, or similar).
• Experience building and exposing APIs for model serving (FastAPI or similar).
• Proficiency with Git and collaborative development workflows.
• Strong problem-solving, communication, and English-language skills, with the ability to work effectively with US-based, cross-time-zone teams.
• Advanced degree (MSc/PhD) in Computer S
📌 SENIOR AI/ML ENGINEER (Colombia)
🏢 Svitla Systems
📍 Colombia