13 oct
|
Encora
|
Colombia
We at Coforge are hiring Senior Machine Learning Engineer (#15311-1-5) with the following skill set.
Key Responsibilities
- Lead the design and implementation of scalable, production-grade Machine Learning systems in cloud environments.
- Architect and deliver end-to-end ML solutions, from data ingestion and feature engineering to deployment and monitoring.
- Design and manage containerized ML workloads using Docker and Kubernetes for model training, batch inference, and real-time serving.
- Oversee large-scale data pipelines processing multi-terabyte datasets and ensure reliability and performance.
- Lead experimentation strategies, including A/B testing, model validation, and lifecycle management using platforms such as MLflow and Databricks.
- Drive continuous model improvement through automated retraining, model monitoring, bias mitigation, and performance optimization.
- Evaluate and prototype emerging AI/ML technologies, frameworks, and architectures.
- Collaborate with Product, Engineering, Data,
and Leadership teams to define and execute ML initiatives aligned with business goals.
- Establish engineering standards, code quality practices, and technical documentation.
- Mentor engineers and provide technical leadership across Machine Learning initiatives.
Required Skills & Qualifications
- Bachelor's or Master's degree in Computer Science, Machine Learning, Data Science, or a related field, or equivalent practical experience.
- 5+ years of industry experience building, deploying, and scaling Machine Learning systems.
- Deep expertise in Python, SQL, and PySpark for distributed data processing.
- Hands-on experience with machine learning 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 such as AWS, Azure, GCP, or Databricks.
- Strong understanding of end-to-end ML lifecycle
📌 Senior Machine Learning Engineer (Colombia)
🏢 Encora
📍 Colombia