AI/ML Data Engineer: Production Models & Pipelines

GMP Technologies; Singapore; On-site; SGD 70,000 - 120,000; Full time

Job summary

GMP Technologies (S) Pte Ltd in Singapore is seeking a Data Science Engineer (AI / Machine Learning) to develop, validate, and deploy ML, DL, and Generative AI models for production. You will partner with business stakeholders to gather requirements and define project objectives.

You will design data pipelines for preprocessing, training, evaluation and deployment, perform data validation, and monitor and improve analytical models and data systems.

Qualifications

• Bachelor's degree in Computer Science, Data Science, Engineering, or related discipline.
• Internship or academic project experience in data analytics or machine learning is an advantage.
• Proficiency in Python and data science libraries; strong ML fundamentals.
• Working knowledge of SQL and relational databases.
• Experience with data visualization tools like Tableau is a plus.

Responsibilities

• Develop, validate, and deploy Machine Learning, Deep Learning, and Generative AI models for production environments
• Partner with business stakeholders to gather requirements and define project objectives
• Design and implement data pipelines for data preprocessing, model training, evaluation, and deployment
• Perform data validation and support data quality improvement initiatives
• Monitor, maintain, and improve analytical models and data systems
• Prepare reports and presentations to communicate findings and recommendations
• Provide technical documentation and support for deployed solutions
• Perform other tasks as assigned by the supervisor

Skills

Python

Data Science

Machine Learning

Deep Learning

Pandas

NumPy

scikit-learn

TensorFlow

Keras

SQL

PostgreSQL

Oracle

Tableau

Generative AI

Model Deployment

Education

Bachelor's degree in Computer Science, Data Science, Engineering, or related discipline

Tools

Tableau

PostgreSQL

Oracle

Git

Docker

Job description

GMP Technologies (S) Pte Ltd in Singapore is seeking a Data Science Engineer (AI / Machine Learning) to develop, validate, and deploy ML, DL, and Generative AI models for production. You will partner with business stakeholders to gather requirements and define project objectives.

You will design data pipelines for preprocessing, training, evaluation and deployment, perform data validation, and monitor and improve analytical models and data systems.