Data Science Engineer (AI / Machine Learning)
Summary
Builds, validates, and deploys machine learning, deep learning, and generative AI models for production, including designing data pipelines, validating data quality, monitoring analytical models, and documenting solutions. Core stack: Python (pandas, NumPy, scikit-learn, TensorFlow, Keras), SQL/relational databases, with Tableau and computer vision experience as pluses.
Data Science Engineer (AI / Machine Learning)
About the job Data Science Engineer (AI / Machine Learning)
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 supportfor deployed solutions
- Perform other tasks as assigned by the supervisor
Requirements
- Bachelors degree in Computer Science, Data Science, Engineering, or related discipline
- Internship or academic project experience in data analytics or machine learning is an advantage
- Technical Skills:
- Proficiency in Python and common data science libraries (e.g., pandas, NumPy, scikit-learn, TensorFlow, Keras)
- Fundamental understanding of Machine Learning and Deep Learning algorithms
- Working knowledge of SQL and relational databases (e.g., PostgreSQL, Oracle)
- Exposure to Computer Vision or Generative AI applications will be an advantage
- Experience with data visualization tools(e.g., Tableau or similar platforms) is a plus
- Basic understanding of model deployment and production environments
- Familiarity with manufacturing or industrial data will be advantageous
GMP Technologies (S) Pte Ltd | EA Licence: 11C3793 | EA Personnel: Lai Yingying | Registration No: R1110239