ML Tech Lead (GenAI)
New
Medellín, Antioquia / Bogotá, Capital District / Cali, Valle del Cauca / Barranquilla / Bucaramanga, SantanderFull-TimeLead
Salary not disclosed
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Job Details
- Required Skills
- GitPyTorchData engineeringTensorflowCI/CDDocumentationscikit-learnLLMMLOps
Requirements
- Advanced knowledge across multiple ML domains
- Extensive experience building production-grade ML systems
- Ability to design scalable, maintainable ML architectures
- Strong understanding of ML infrastructure and operations (MLOps)
- Experience with modern LLM-based applications and RAG
- Exemplary coding standards and best practices
- Proficiency across TensorFlow, PyTorch, scikit-learn
- Advanced AWS experience
- Understanding of data pipelines and infrastructure
- Ability to design complex distributed systems
- Experience optimizing ML models and infrastructure
- Champions testing practices (unit, integration, ML-specific)
- Advanced Git workflows and collaboration patterns
- Experience building and maintaining ML pipelines (CI/CD)
- Creates clear, comprehensive technical documentation
Responsibilities
- Set technical direction and standards for ML projects
- Make architectural decisions for ML systems
- Review and approve technical designs
- Mentor junior and mid-level ML engineers (2-5 engineers)
- Conduct technical code reviews
- Contribute code to critical or complex components
- Build proof-of-concepts for new approaches
- Tackle highest-risk technical challenges
- Develop reusable ML accelerators and frameworks
- Maintain technical credibility through active coding
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