Quick Summary
Expert proficiency in Python and SQL. Deep experience in time-series forecasting and anomaly detection (e.g., Z-score, growth rate analysis, and statistical thresholds).
Proven ability to build autonomous systems that go beyond simple detection, including experience with AI agents that combine statistical triggers with LLM-based reasoning to automatically categorise,
Responsibilities
~1 min readThe Rail Digitalisation Division is a cross-functional and multi-disciplinary team set up to drive and deliver LTA’s Railway Common Data Platform (CDP), which includes data analytics and artificial intelligence capabilities to support rail performance and operational/maintenance enhancements. You will be responsible for building the "intelligence layer" of the CDP, developing systems that not only detect anomalies in complex railway time-series data but also reason about them to provide clear, actionable outcomes for maintenance and operations.
We are seeking a Data Scientist / Senior Data Scientist who excels at converting use cases into a data problem and analyzing data to generate value to support decision making. You should have a proven track record of delivering end-to-end machine learning solutions—from data discovery and feature engineering to model deployment and monitoring. The ideal candidate balances deep technical expertise with a value-driven mindset, ensuring that analytical outputs directly translate to better cost efficiency and improved commuter experience. A degree in Data Science, Statistics, Computer Science, Engineering, or a related quantitative field is required.
Requirements
~1 min readBackground knowledge in Computer Engineering, Data Science, Statistics, Computer Science, Engineering, or a related quantitative field is required.
At least 2 years of proven relevant experience in data science, preferably with data-heavy industrial or enterprise products.
Experience in transportation, IoT, or large-scale condition-monitoring systems with AI agents is advantageous.
Those without working experience but has strong interest in quantitative fields are welcome to apply
Successful candidates may be expected to undertake technical assessments or case study presentations as part of the interview process.
As part of the shortlisting process for the role, you may be required to complete a medical declaration and / or undergo further assessment.
Location & Eligibility
About this job
- Who can apply
- Singapore
- Posted
- 7 days ago
Listing Details
- Posted
- November 3, 2026
- First seen
- November 3, 2026
- Last seen
- November 10, 2026
Posting Health
- Days active
- 6
- Repost count
- 0
- Trust Level
- 28%
- Scored at
- November 10, 2026
Signal breakdown
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