Provectus
Provectus3mo ago

Senior ML Engineer (GenAI)

ColombiaColombia·MedellínRemoteFull-timesenior
OtherMachine Learning EngineerData
5 views0 saves0 applied
Apply Now

Quick Summary

Overview

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…

Technical Tools
awsdockergcpnumpypandaspythonpytorchsqltensorflowterraformab-testingb2bci-cdcode-reviewdeep-learningetlmachine-learning
  • Technical Delivery (60%)
    • - Design and implement end-to-end ML solutions from experimentation to production;
    - Build scalable ML pipelines and infrastructure;
    - Optimize model performance, efficiency, and reliability;
    - Write clean, maintainable, production-quality code;
    - Conduct rigorous experimentation and model evaluation;
    - Troubleshoot and resolve complex technical challenges.
     
  • Collaboration and Contribution (25%);
    • - Mentor junior and mid-level ML engineers;
    - Conduct code reviews and provide constructive feedback;
    - Share knowledge through documentation, presentations, and workshops;
    - Collaborate with cross-functional teams (DevOps, Data Engineering, SAs);
    - Contribute to internal ML practice development.
     
  • Innovation and Growth (15%)
    • - Stay current with ML research and emerging technologies;
    - Propose improvements to existing solutions and processes;
    - Contribute to the development of reusable ML accelerators;
    - Participate in technical discussions and architectural decisions.
  • Machine Learning Core
    • - ML Fundamentals: supervised, unsupervised, and reinforcement learning;
    - Model Development: feature engineering, model training, evaluation, hyperparameter tuning, and validation;
    - ML Frameworks: classical ML libraries, TensorFlow, PyTorch, or similar frameworks;
    - Deep Learning: CNNs, RNNs, Transformers.
  • LLMs and Generative AI
    • - LLM Applications: Experience building production LLM-based applications;
    - Prompt Engineering: Ability to design effective prompts and chain-of-thought strategies;
    - RAG Systems: Experience building retrieval-augmented generation architectures;
    - Vector Databases: Familiarity with embedding models and vector search;
    - LLM Evaluation: Experience with evaluation metrics and techniques for LLM outputs.
  • Data and Programming
    • - Python: Advanced proficiency in Python for ML applications;
    - Data Manipulation: Expert with pandas, numpy, and data processing libraries;
    - SQL: Ability to work with structured data and databases;
    - Data Pipelines: Experience building ETL/ELT pipelines - Big Data: Experience with Spark or similar distributed computing frameworks.
  • MLOps and Production
    • - Model Deployment: Experience deploying ML models to production environments;
    - Containerization: Proficiency with Docker and container orchestration;
    - CI/CD: Understanding of continuous integration and deployment for ML;
    - Monitoring: Experience with model monitoring and observability;
    - Experiment Tracking: Familiarity with MLflow, Weights and Biases, or similar tools.
  • Cloud and Infrastructure
    • - AWS Services: Strong experience with AWS ML services (SageMaker, Lambda, etc.);
    -GCP Expertise: Advanced knowledge of GCP ML and data services;
    - Cloud Architecture: Understanding of cloud-native ML architectures;
    - Infrastructure as Code: Experience with Terraform, CloudFormation, or similar.
  • Practical experience with cloud platforms (AWS stack is preferred, e.g. Amazon SageMaker, ECR, EMR, S3, AWS Lambda);
  • Practical experience with deep learning models;
  • Experience with taxonomies or ontologies;
  • Practical experience with machine learning pipelines to orchestrate complicated workflows;
  • Practical experience with Spark/Dask, Great Expectations.
  • 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.
  • Recruitment Interview;
  • Tech interview;
  • HR Interview;
  • HM Interview.

    • Location & Eligibility

    Where is the job
    Medellín, Colombia
    Remote within one country
    Who can apply
    CO
    Listed under
    Worldwide

    Listing Details

    Posted
    March 6, 2026
    First seen
    March 26, 2026
    Last seen
    June 9, 2026

    Posting Health

    Days active
    75
    Repost count
    0
    Trust Level
    38%
    Scored at
    June 10, 2026

    Signal breakdown

    freshnesssource trustcontent trustemployer trust
    Apply for this position
    Provectus
    Provectus
    lever

    Provectus is a leading AI consultancy established in 2010, focused on driving innovation through tailored AI solutions.

    Employees
    750
    Founded
    2010
    Domain
    provectus.com
    Jobs
    View 26 jobs
    View company profile

    4 other jobs at Provectus

    View all →

    Explore open roles at Provectus.

    Provectus
    Senior Python Developer (Back-end, AWS, RAG)
    Full-time    Provectus
    Solutions Architect (GenAI, Python/Data, AWS)
    Full-time    Provectus
    ML Solutions Architect
    Full-time    Provectus
    AI Enablement
    Full-time

    Similar Machine Learning Engineer jobs

    View all →
    V
    Vestiairecollective
    Senior/Staff Machine Learning Engineer
    Permanent contract
    W
    Workatbackbase
    Senior AI Applied Engineer
    W
    Workatbackbase
    AI Applied Engineer
    Lighthouse IoLighthouse Io
    Senior AI Solutions Engineer for Revenue & Go-To-Market
    Lighthouse IoLighthouse Io
    Senior AI Solutions Engineer for Revenue & Go-To-Market
    Lighthouse IoLighthouse Io
    Senior AI Solutions Engineer for People & Talent

    Browse Similar Jobs

    Data Engineer1.8kData Scientist1.3kData Analyst1kData Manager139Bi Developer76
    Newsletter

    Stay ahead of the market

    Get the latest job openings, salary trends, and hiring insights delivered to your inbox every week.

    A
    B
    C
    D
    Join 12,000+ marketers

    No spam. Unsubscribe at any time.

    ProvectusSenior ML Engineer (GenAI)
    Apply Now