Machine Learning Engineer: AI and Time-Series Expert

hace 7 días


Colombia AgileEngine, LLC A tiempo completo

We are seeking a highly skilled Machine Learning Engineer to join our team at AgileEngine, LLC. As an AI and time-series expert, you will be responsible for designing and implementing machine learning models focused on time-series forecasting and predictions. Your work will ensure robust validation and testing methodologies.

Job Description

The ideal candidate will have 4+ years of development experience in Python and SQL, production exposure to Snowflake, AWS, and Docker, and experience with deep learning frameworks like PyTorch or TensorFlow. You should also be familiar with ML model deployment and serving using MLflow or similar tools. Additionally, you should have experience with time series analysis and forecasting libraries like Prophet or similar.

Key Responsibilities
  • Design and implement ML models for time-series forecasting and predictions;
  • Develop comprehensive feature engineering pipelines for complex data patterns and temporal dependencies;
  • Create and maintain experimentation frameworks for systematic model evaluation and A/B testing;
  • Design scalable data processing pipelines for ML workflows;
  • Implement conversational flows and interaction patterns for AI-powered systems;
Requirements
  • 4+ years of development experience in Python and SQL;
  • Production exposure to Snowflake, AWS, and Docker;
  • Experience with deep learning frameworks (PyTorch or TensorFlow);
  • Familiarity with ML model deployment and serving (MLflow or similar);
  • Experience with time series analysis and forecasting libraries (Prophet or similar);
  • Strong software engineering foundation;
  • Excellent communication skills and stakeholder management abilities;
  • Experience working in remote teams using collaboration tools like Gitlab, Slack, and JIRA;
Preferred Qualifications
  • Experience with Apache Airflow and dbt;
  • Familiarity with LLM frameworks and vector databases;
  • A passion for writing clean, modern, and maintainable code;
  • A self-starter attitude to troubleshoot and solve problems;
  • Experience working in Agile environments;
What We Offer

As a Machine Learning Engineer at AgileEngine, LLC, you will enjoy a competitive salary of $180,000 - $220,000 per year, depending on your experience and qualifications. Our company offers a dynamic and challenging environment where you can grow professionally and develop new skills every day. We value employee growth and well-being, offering opportunities for professional development and a collaborative work environment.


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