Senior Machine Learning Engineer Id26720
A
AgileEngine
📍 Desde casa, Desde casa, Mexico
Job Description
**What you will do**
- Design and implement ML models focused on time-series forecasting and predictions, ensuring robust validation and testing methodologies;
- Develop comprehensive feature engineering pipelines that handle complex data patterns and temporal dependencies;
- Create and maintain experimentation frameworks for systematic model evaluation and A/B testing;
- Design and maintain scalable data processing pipelines that ensure data quality and accessibility for ML workflows;
- Design conversational flows and interaction patterns for AI-powered systems;
- Implement and optimize retrieval systems for domain-specific knowledge bases.
**Must haves**
- **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 a...
- Design and implement ML models focused on time-series forecasting and predictions, ensuring robust validation and testing methodologies;
- Develop comprehensive feature engineering pipelines that handle complex data patterns and temporal dependencies;
- Create and maintain experimentation frameworks for systematic model evaluation and A/B testing;
- Design and maintain scalable data processing pipelines that ensure data quality and accessibility for ML workflows;
- Design conversational flows and interaction patterns for AI-powered systems;
- Implement and optimize retrieval systems for domain-specific knowledge bases.
**Must haves**
- **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 a...