Principal Machine Learning Engineer - Production Systems

Principal Machine Learning Engineer – Production Systems

Overview

SoftInWay UK Ltd. Is seeking a highly experienced ML Systems Architect  to design and implement a scalable, production-grade architecture for our machine learning solver. This role bridges research prototypes and commercial deployment, ensuring reliability, maintainability, and performance in a mixed technology stack.

Responsibilities

• Architect the ML Solver Platform :
• Define modular architecture for data preprocessing, model execution, and post-processing.
• Establish clear API contracts between Python/TensorFlow and C# services.
• Productionize ML Workflows :
• Convert research code into robust, testable, and observable services.
• Implement CI/CD pipelines, automated testing, and reproducibility standards.
• Integration & Interoperability :
• Design REST/gRPC endpoints f...