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ML Tech Lead (GenAI, AWS)

2 hours, 5 minutes ago
Colombia
Full-time
Lead
Machine Learning Engineer
Software Development
AWS CI/CD Generative AI Git LLM Machine Learning MLOps PyTorch Scikit-learn TensorFlow
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Provectus

Provectus

Provectus provides consulting services in artificial intelligence and machine learning, assisting businesses in integrating AI solutions to meet their unique objectives and enhance their operational capabilities across various industries.

Professional Services
251-1K
Founded 2010
View All Jobs 26

Description

  • Set technical direction and standards for ML projects.
  • Make architectural decisions for ML systems and review technical designs.
  • Identify and address technical debt across ML solutions.
  • Troubleshoot complex technical challenges and evaluate new technologies and tools.
  • Mentor and support 2-5 junior and mid-level ML engineers.
  • Conduct technical code reviews and help engineers debug complex issues.
  • Create learning opportunities, growth paths, workshops, and documentation for the team.
  • Contribute code to critical or complex components and build proof-of-concepts.
  • Tackle high-risk technical challenges and develop reusable ML accelerators and frameworks.
  • Maintain technical credibility through active coding and hands-on technical contribution.

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, MLOps, and operations.
  • Experience with modern LLM-based applications and RAG.
  • Proficiency with TensorFlow, PyTorch, and scikit-learn.
  • Advanced AWS experience, with familiarity with other cloud platforms.
  • Understanding of data pipelines and data engineering infrastructure.
  • Ability to design complex distributed systems and optimize ML models and infrastructure.
  • Experience with clean code, testing practices, advanced Git workflows, CI/CD, and technical documentation.

Benefits

  • Long-term B2B collaboration.
  • Fully remote setup.
  • Budget for medical insurance.
  • Paid sick leave, vacation, and public holidays.
  • Continuous learning support.
  • Unlimited AWS certification sponsorship.

Interested in this position?

Apply directly on the company website

Apply Now

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