Technical jobs in Singapore

Associate Cloud Engineer

POSITION GENERAL DUTIES AND TASKS

Associate Cloud Engineer

3 Years

Cloud Engineer with ML Ops/Data Robot Technical skills, Python, SQL, or R, AWS, Azure, GCP.

• Develop and manage end-to-end AI/ML workflows using Data Robot platform capabilities.
• Upload, prepare, and analyze large datasets for model training and evaluation.
• Interpret and validate model outputs, insights, and performance metrics.
• Integrate DataRobot models and predictions with business applications via APIs.
• Collaborate with data engineers, analysts, and business stakeholders to translate business problems into predictive modelling solutions.
• Monitor deployed models for drift, performance, and impact, and retrain as needed.
• Leverage DataRobot’s automation capabilities to streamline and scale modeling efforts.
• Contribute to model governance, explainability, and documentation practices.

• Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics, or a related field.
• 2+ years of hands‑on experience using DataRobot in production environments.
• Strong foundation in machine learning, data analysis, and statistical modeling.
• Proficiency with data handling tools like Python, SQL, or R.
• Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and data storage solutions.
• Experience working with APIs and integrating ML outputs into production systems.
• Solid understanding of MLOps practices and model lifecycle management.
• Data Robot certification(s) or completion of official training programs.
• Familiarity with automated feature engineering and explainable AI (XAI).