ITRex Group

Machine Learning Engineer

• Design, develop, and deploy machine learning models for predictive analytics, classification, NLP, and other data-driven tasks
• Implement data pipelines for ingestion, preprocessing, feature engineering, and model training
• Containerize ML models and applications using Docker for scalable and reproducible deployments
• Deploy and maintain ML solutions in cloud environments (AWS/Snowflake)
• Optimize model performance, latency, and resource utilization for real-time or batch inference
• Monitor and troubleshoot ML models in production, ensuring reliability and robustness
• Сollaborate with Product, Engineering, Data, and business stakeholders to define project requirements and integrate ML models into production systems
• Conduct rigorous model evaluation using appropriate metrics to ensure performance and fairness
• Assess whether machine learning is necessary for a given problem or if alternative rule-based/statistical approaches are more appropriate

ML Engineer