1) Prototype Machine Learning (ML) models for advanced time-series and probabilistic forecasting models for demand, utilisation, and maintenance planning.
2) Perform feature engineering, model validation, scenario analysis, and sensitivity testing.
3) Package prototypes for stakeholder trials (notebooks, lightweight APIs, dashboards) and produce clear handover documentation for production teams.
JTC Corporation
Trainee (Machine Learning, ML) [GRIT@Gov]
Traineeship
Closing on 31 Oct 2025Check if I'm eligible for GRIT@Gov
What you will be working on
What we are looking for
Key Competencies: ML skills, Data Engineering, Data Analysis/Validation
About your application process
This job is closing on 31 Oct 2025.
If you do not hear from us within 4 weeks of the job ad closing date, we seek your understanding that it is likely that we are not moving forward with your application for this role. We thank you for your interest and would like to assure you that this does not affect your other job applications with the Public Service. We encourage you to explore and apply for other roles within JTC Corporation or the wider Public Service.
Eligibility for GRIT@Gov traineeship
The GRaduate Industry Traineeship Programme within the Public Service (GRIT@Gov) aims to provide fresh graduates with opportunities to gain industry-relevant skills and experience that can strengthen their employability to take up full time roles in the sector.
All trainees must fulfil the following criteria:
- Singapore Citizen or Permanent Resident; and
- Graduated or graduating in 2024 or 2025 from Universities, Polytechnics, the Institute of Technical Education (ITE) and other Educational Institutions (e.g. private universities and overseas institutions); or
- Graduated earlier from above institutions and completed National Service in 2024 or 2025.
Trainees who complete their studies from Universities, Polytechnics, the Institute of Technical Education (ITE) or other Educational Institutions within 2025 but who will only receive their qualification/certification award in 2026 are eligible for the programme as well.
Learn more about GRIT@GOV
About JTC Corporation
Master planner. Developer. Since its inception in 1968, JTC has played a strategic role in ensuring Singapore stays innovative, dynamic, and sensitive to global manufacturing trends.
A government agency under Singapore’s Ministry of Trade and Industry, JTC is paving the way forward for Singapore’s industrial landscape by championing clean, green and smart estates such as one-north, Seletar Aerospace Park, Jurong Innovation District, and Punggol Digital District. It is developing infrastructure, systems and initiatives that bridge cutting-edge technology and human skill to fuel growth.
JTC is also bringing businesses and communities together through green spaces, cultivating an environment that is not only sustainable but nurtures ideas shaping the future.
Learn more about JTC Corporation