Senior ML Engineer — Remote, Scalable ML Systems

Encora10; Colombia; À distance; COP 120 000 000 - 210 000 000; Plein temps

Résumé du poste

Coforge is hiring a Senior Machine Learning Engineer in Colombia, remote. You will lead the design and deployment of scalable ML systems in cloud environments, using Python, PySpark, Databricks, MLOps, and Kubernetes. You will architect end-to-end ML solutions and mentor engineering teams.

The role requires 5+ years of experience, strong data processing skills, and extensive ML tooling. Collaboration across product, engineering, and data teams is essential to drive business goals.

Qualifications

• 5+ years of industry experience building, deploying, and scaling ML systems.
• Deep expertise in Python, SQL, and PySpark for distributed data processing.
• Hands-on experience with ML frameworks such as Scikit-learn, PyTorch, TensorFlow, and XGBoost.
• Proven experience designing and managing production ML pipelines using MLflow or similar tools.
• Experience deploying and operating ML solutions in cloud environments (AWS, Azure, GCP, or Databricks).

Responsabilités

• Lead design and implementation of scalable, production‑grade ML systems in cloud environments.
• Architect and deliver end-to-end ML solutions from data ingestion to deployment and monitoring.
• Design and manage containerized ML workloads using Docker and Kubernetes for training and serving.
• Oversee large-scale data pipelines handling multi-terabyte datasets for reliability and performance.
• Drive ML experimentation, model validation, and lifecycle management with MLflow and Databricks.
• Implement automated retraining, monitoring, bias mitigation, and performance optimization.
• Evaluate emerging AI/ML technologies and collaborate with product, engineering, data, and leadership teams.

Connaissances

Machine Learning

Python

PySpark

Databricks

MLOps

Kubernetes

Formation

Bachelor's or Master's in CS/DS or related field

Outils

MLflow

Databricks

Docker

Kubernetes

Scikit-learn

PyTorch

TensorFlow

XGBoost

Description du poste

Coforge is hiring a Senior Machine Learning Engineer in Colombia, remote. You will lead the design and deployment of scalable ML systems in cloud environments, using Python, PySpark, Databricks, MLOps, and Kubernetes. You will architect end-to-end ML solutions and mentor engineering teams.

The role requires 5+ years of experience, strong data processing skills, and extensive ML tooling. Collaboration across product, engineering, and data teams is essential to drive business goals.