Trainee (Machine Learning, ML) [GRIT@Gov]

JTC Corporation; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A leading technology company in Singapore seeks a professional for prototyping machine learning models focused on time-series forecasting. Responsibilities include feature engineering and producing documentation for stakeholders. Candidates should possess strong skills in ML, data engineering, and data validation. This role offers an opportunity to significantly impact demand and maintenance planning.

Responsibilities

• Prototype ML models for advanced time-series forecasting.
• Perform feature engineering, model validation, and sensitivity testing.
• Package prototypes for stakeholder trials and produce documentation.

Skills

ML skills

Data Engineering

Data Analysis/Validation

Job description

Overview

What You Will Be Working On

• Prototype ML models for advanced time-series and probabilistic forecasting models for demand, utilisation, and maintenance planning.
• Perform feature engineering, model validation, scenario analysis, and sensitivity testing.
• Package prototypes for stakeholder trials (notebooks, lightweight APIs, dashboards) and produce clear handover documentation for production teams.

Qualifications

What We Are Looking For

• Key Competencies: ML skills, Data Engineering, Data Analysis/Validation