Senior ML Engineer with GenAI Colombia

📋 Description

• Design, develop, and deploy production-grade ML solutions.
• Build scalable ML pipelines and infrastructure.
• Optimize model performance, reliability, and efficiency.
• Write clean, maintainable, production-quality code.
• Conduct rigorous experimentation and model evaluation.
• Troubleshoot and resolve complex technical challenges.

🎯 Requirements

• ML Fundamentals: supervised, unsupervised, and reinforcement learning
• Feature engineering, training, evaluation, tuning, validation
• ML Frameworks: TensorFlow, PyTorch, or similar
• Deep Learning: CNNs, RNNs, Transformers
• LLMs & Generative AI: production LLM apps, prompts, RAG, vector DBs
• Python, Pandas, NumPy, SQL; ETL/ELT; Spark
• MLOps & Production: deployment, Docker, CI/CD, monitoring, experiment tracking
• Cloud & Infrastructure: AWS SageMaker, Lambda; GCP ML; IaC (Terraform/CloudFormation)