Develop models to estimate the quarterly revenue of firms in specific industries.
Department of Statistics
Predictive Revenue Modelling for Firm-Level Estimation [GRIT@Gov]
Traineeship
Closing on 12 Nov 2025Check if I'm eligible for GRIT@Gov
What the role is
What you will be working on
- Research and Ideation: Conduct thorough research and brainstorming sessions to identify potential modelling techniques.
- Data Analytics Projects: Engage in the end-to-end data analytics processes, from initial conceptualization of the modelling techniques and suitable predictors to detailed analysis of the results from proposed models and predictors.
- Innovative Solutions: Apply innovative thinking and technical expertise to develop solutions that provide new insights and add value.
Potential Competencies that can be developed:
- He/she will be able to gain proficiency in building and evaluating predictive models through hands-on experience with regrssion, time-series and machine learning models.
- He/she will also learn to transform raw data into predictive variables, e.g. seasonality, lagged indicators, categorical codings etc.
- He/she will be able to sharpen his/her communication and presentation skills through frequent discussions and presentations to senior management, effectively translating technical findings into strategic insights.
What we are looking for
- Proficient in Python, i.e. applicant is able to develop and create the models in Python directly.
- Basic knowledge in modelling.
About your application process
This job is closing on 12 Nov 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 Department of Statistics 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 Department of Statistics
The Singapore Department of Statistics is the National Statistical Authority responsible for statistics on the Singapore economy and population.
We collect, compile, analyse and disseminate a wide range of economic, business, household and population data, as well as analyse and monitor trends in the economy and population.
With these vital inputs, policymakers, business decision makers and our data users gain valuable insights into current and emerging economic and social trends, enabling them to make calculated and informed decisions in the formulation of policies and strategies for the future. Apart from public agencies and businesses, our users also include researchers, analysts, educators, students, the media and the general public.
Join our team and make a difference by contributing important statistical input to facilitate policy planning and decision-making and support Singapore's present and future economic and social development.
Learn more about Department of Statistics