Applied Data Scientist Production ML for Government Ops

JOBSTER PRIVATE LTD.; Singapore; On-site; SGD 90,000 - 140,000; Full time

Job summary

JOBSTER PRIVATE LTD. is seeking a Data Scientist to work across 4-5 product squads, collaborating with government agencies to redesign workflows and build AI-enabled solutions.

You will analyze large volumes of operational data, move from exploration to production, and develop data pipelines and scoring models to support decision-making. The role requires translating business problems into analytical solutions, delivering production-ready outputs, and working with domain experts to integrate

Qualifications

• Degree in Data Science, Computer Science, Statistics, Machine Learning, Data Analytics or Information Systems preferred.
• Experience working with large, messy operational or transactional datasets.
• Experience in applied data science, including statistics, feature engineering, machine learning and model evaluation.
• Experience with anomaly detection, classification, clustering or risk modelling.
• Experience building data pipelines and taking models beyond experimentation into production environments.

Responsibilities

• Analyse large operational datasets to identify patterns, anomalies, outliers and risk indicators.
• Develop approaches for anomaly detection, clustering, segmentation and risk scoring.
• Build supervised machine-learning models where historical outcomes or labelled cases are available.
• Perform feature engineering using structured and unstructured data.
• Design evaluation approaches to assess model performance, including precision, recall, false positives and false negatives.
• Work with domain experts to determine how analytical outputs should be incorporated into operational workflows.
• Build and maintain data-processing and feature pipelines to support modelling at scale.
• Develop production-ready model or scoring pipelines and integrate them with applications built by the forward-deployed teams.
• Monitor model performance, data quality and data drift after deployment.
• Conduct exploratory analysis to identify new opportunities for workflow redesign and automation.
• Support the use of LLMs and other AI techniques alongside traditional statistical and machine-learning approaches where appropriate.
• Develop reusable analytical approaches and components that can be applied across multiple agency engagements.

Skills

Python

SQL

Data analysis

Model evaluation

Education

Degree in Data Science/CS/Statistics

Tools

Git

APIs

CI/CD

Job description

JOBSTER PRIVATE LTD. is seeking a Data Scientist to work across 4-5 product squads, collaborating with government agencies to redesign workflows and build AI-enabled solutions.

You will analyze large volumes of operational data, move from exploration to production, and develop data pipelines and scoring models to support decision-making. The role requires translating business problems into analytical solutions, delivering production-ready outputs, and working with domain experts to integrate