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The Rail Digitalisation Division is a cross-functional andmulti-disciplinary team set up to drive and deliver LTA's Railway CommonData Platform (CDP), which includes data analytics and artificialintelligence capabilities to support rail performance andoperational/maintenance enhancements. You will be responsible for building the'intelligence layer of the CDP, developing systems that not onlydetect anomalies in complex railway time-series data but also reason about themto provide clear, actionable outcomes for maintenance and operations.
We are seeking a Senior Data Scientist who excels at convertinguse cases into a data problem and analyzing data to generate value to supportdecision making. You should have a proven track record of deliveringend-to-end machine learning solutions-from data discovery and featureengineering to model deployment and monitoring. The ideal candidate balancesdeep technical expertise with a value-driven mindset, ensuring that analyticaloutputs directly translate to better cost efficiency and improved commuter experience.A degree in Data Science, Statistics, Computer Science, Engineering, or arelated quantitative field is required.
Technical Skills
Key Attributes
Requirements
As part of the shortlisting process for the role,you may be required to complete a medical declaration and / or undergo furtherassessment.
Job ID: 149146673
Skills:
Ml, Deep Learning, Nlp, MLops, Pyspark, Time Series, Python, Sql, GenAI, Statistics
Skills:
Spark SQL, Tensorflow, Pytorch, XGBoost, Spark, Python, CrewAI, multi-agent systems, scikit-learn, cloud-native tools, model evaluation metrics, ADK, LangGraph, feature engineering
Skills:
Tensorflow, Computer Vision, Pytorch, Docker, FastAPI, Python, deep learning frameworks, TensorRT, vector databases, LLM application development, Pinecone, FAISS, Milvus
Skills:
Sql, Python, Statistical Analysis, R, program evaluation, data metrics analysis
Skills:
Sql, MySQL, Python, Teradata, R
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