Associate Cloud Engineer

TOTAL EBIZ SOLUTIONS PTE. LTD.; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A leading AI solutions provider in Singapore is seeking an experienced AI/ML Developer to manage and develop workflows using DataRobot. The role requires a Bachelor’s or Master’s degree in a relevant field and at least 2 years of experience in production environments. The ideal candidate will have a strong foundation in machine learning, proficiency in data handling tools such as Python and SQL, and familiarity with cloud platforms like AWS, Azure, or GCP. This position promises a dynamic environment for innovative problem-solving and collaboration.

Qualifications

• 2+ years of hands-on experience using DataRobot in production environments.
• Strong foundation in machine learning, data analysis, and statistical modeling.
• Familiarity with cloud platforms and data storage solutions.

Responsibilities

• Develop and manage end-to-end AI/ML workflows using DataRobot.
• Prepare and analyze large datasets for model training.
• Collaborate with stakeholders to translate business problems into predictive models.
• Monitor deployed models and retrain as needed.

Skills

DataRobot proficiency

Python

Machine learning

SQL

Data analysis

Statistical modeling

Education

Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics

Tools

DataRobot

AWS

Azure

GCP

Job description

Roles and Responsibilities

• Develop and manage end-to-end AI/ML workflows using DataRobot 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 modeling solutions.
• Monitor deployed models for drift, performance, and impact, and retrain as needed.
• Leverage DataRobot’s automation capabilities to streamline and scale modeling eAorts.
• Contribute to model governance, explainability, and documentation practices.

Required Qualifications / Skills

• 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.
• DataRobot certification(s) or completion of oAicial training programs.
• Familiarity with automated feature engineering and explainable AI (XAI).

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