Data Scientist: ML Modeling, Anomaly Detection & Pipelines

NSEARCH GLOBAL PTE. LTD.; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Data Scientist role at NSEARCH GLOBAL PTE. LTD. is seeking professionals to analyse large operational datasets, develop anomaly detection and risk scoring approaches, and deploy production-ready ML models.

You will collaborate with domain experts to integrate analytical outputs into workflows, build scalable data pipelines, and monitor model performance and data quality across engagements. Experience with Python, SQL, and ML is essential.

Qualifications

• Degree in data science, CS, statistics, ML, analytics or IS preferred.
• Experience with large, messy operational datasets.
• Experience in applied data science including ML & model evaluation.
• Experience with anomaly detection, clustering or risk modelling.
• Experience building data pipelines and productionized models.
• Strong Python and SQL skills.
• Able to translate problems into analytical approaches; familiar with Git, testing & APIs.

Responsibilities

• Analyse large operational datasets to identify patterns, anomalies and risk indicators.
• Develop anomaly detection, clustering, segmentation and risk scoring approaches.
• Build supervised ML models where outcomes or labels exist.
• Perform feature engineering using structured and unstructured data.
• Design evaluation methods for model performance, including precision & recall.
• Work with domain experts to embed analytical outputs into workflows.
• Build and maintain data pipelines to support modelling at scale.
• Develop production-ready model or scoring pipelines and integrate with applications.
• Monitor model performance, data quality and data drift post-deployment.
• Conduct exploratory analysis to discover opportunities for workflow redesign and automation.
• Support the use of LLMs and other AI techniques alongside traditional ML where appropriate.

Skills

Python

SQL

Data analysis

Machine learning

Feature engineering

Education

Bachelor's degree in Data Science, Computer Science, Statistics, Machine Learning, Data Analytics or Information Systems

Tools

Git

APIs

Automated testing

Job description

Data Scientist role at NSEARCH GLOBAL PTE. LTD. is seeking professionals to analyse large operational datasets, develop anomaly detection and risk scoring approaches, and deploy production-ready ML models.

You will collaborate with domain experts to integrate analytical outputs into workflows, build scalable data pipelines, and monitor model performance and data quality across engagements. Experience with Python, SQL, and ML is essential.