Provectus

ML Tech Lead (GenAI, AWS)

Provectus  •  Medellín, CO (Remote)  •  12 days ago
Expired
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Job Description

Provectus helps companies adopt ML/AI to transform the ways they operate, compete, and drive value. The focus of the company is on building ML Infrastructure to drive end-to-end AI transformations, assisting businesses in adopting the right AI use cases, and scaling their AI initiatives organization-wide in such industries as Healthcare & Life Sciences, Retail & CPG, Media & Entertainment, Manufacturing, and Internet businesses.
We are seeking a highly skilled GenAI Tech Lead with a strong background in Large Language Models (LLMs) and AWS Cloud services. The ideal candidate will oversee the development and deployment of cutting-edge AI solutions while managing a team of engineers. This leadership role demands hands-on technical expertise, strategic planning, and team management capabilities to deliver innovative products at scale.

Responsibilities:

  • Technical Leadership (40%)

  • - Set technical direction and standards for ML projects
    - Make architectural decisions for ML systems
    - Review and approve technical designs
    - Identify and address technical debt
    - Champion best practices in ML engineering
    - Troubleshoot complex technical challenges
    - Evaluate and introduce new technologies and tools
  • Mentorship & Team Development (35%)

  • - Mentor junior and mid-level ML engineers (2-5 engineers)
    - Conduct technical code reviews
    - Provide guidance on technical problem-solving
    - Help engineers debug complex issues
    - Create learning opportunities and growth paths
    - Share knowledge through workshops and documentation
    - Build technical competency across the team
  • Hands-On Technical Work (25%)

  • - 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

Requirements:

  • ML Engineering Excellence

  • - Deep ML Expertise: Advanced knowledge across multiple ML domains
    - Production ML: Extensive experience building production-grade ML systems
    - Architecture: Ability to design scalable, maintainable ML architectures
    - MLOps: Strong understanding of ML infrastructure and operations
    - LLM Systems: Experience with modern LLM-based applications and RAG
    - Code Quality: Exemplary coding standards and best practices
  • Technical Breadth

  • - Multiple ML Frameworks: Proficiency across TensorFlow, PyTorch, scikit-learn
    - Cloud Platforms: Advanced AWS experience, familiarity with others
    - Data Engineering: Understanding of data pipelines and infrastructure
    - System Design: Ability to design complex distributed systems
    - Performance Optimization: Experience optimizing ML models and infrastructure
  • Software Engineering

  • - Clean Code: Writes exemplary, maintainable code
    - Testing: Champions testing practices (unit, integration, ML-specific)
    - Git & Collaboration: Advanced Git workflows and collaboration patterns
    - CI/CD: Experience building and maintaining ML pipelines
    - Documentation: Creates clear, comprehensive technical documentation

What We Offer:

  • Long-term B2B collaboration;
  • Fully remote setup;
  • A budget for your medical insurance;
  • Paid sick leave, vacation, public holidays;
  • Continuous learning support, including unlimited AWS certification sponsorship.

Interview stages:

  • Recruitment Interview;
  • Tech interview;
  • HR Interview;
  • HM Interview.
Provectus

About Provectus

Provectus is an Artificial Intelligence consultancy and solutions provider, helping businesses achieve their objectives through AI.

We are recognized by industry think tanks as a leading provider of AI solutions in specific business domains, driven by sophisticated IT service management and tech innovation. Provectus is a value driver and a trusted partner for our clients and employees.

Provectus is an AWS Premier Consulting Partner with competencies in Data & Analytics, DevOps, and Machine Learning. We design and build AI solutions for industry-specific use cases, Data and Machine Learning foundation, Cloud transformation, and DevOps adoption.

Industry
IT & Software
Company Size
201-500 employees
Headquarters
Palo Alto, CA
Year Founded
2010
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