Data Scientist

Tap Growth ai; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Tap Growth ai in Singapore is seeking a Data Scientist with 3+ years of hands-on experience to join our team in an office setting. You will apply Python, SQL, and advanced analytics to build predictive models and derive business insights that drive tangible outcomes.

You will engage in data modeling, model validation, and performance evaluation while collaborating with cross-functional teams to deliver impact across projects in a dynamic environment.

Qualifications

• At least 3 years of data science experience in a similar role.
• Strong hands-on Python and SQL for data manipulation and modeling.
• Experience with predictive modelling and risk scoring techniques.
• Familiar with fraud detection and anomaly detection approaches.
• Proven ability to develop, validate and evaluate model performance.
• Proficiency in feature engineering, back-testing and threshold calibration.
• Knowledge of precision, recall and other model performance metrics.
• Experience with Exploratory Data Analysis and data quality assessment.
• Ability to establish data lineage and root cause analysis workflows.
• Experience building analytical workflows from data to insights.

Skills

Python and SQL

Data Science and Advanced Analytics

Predictive Modelling and Risk Scoring

Fraud Detection and Anomaly Detection

Model Development, Validation and Perf

Feature Engineering and Back-testing

Model Threshold Calibration

Precision, Recall and Model Metrics

Exploratory Data Analysis

Large-scale Data Analysis and Data QC

Data Lineage and Root Cause Analysis

Analytical Workflow Development

Tools

Tableau/Power BI Dashboard Development

MLOps and CI/CD

Apache Spark/PySpark

AWS Redshift and AWS Glue

Graph Analytics/Network Analytics

Job description

We're Hiring: Data Scientist!

We are looking for a talented Data Scientist with at least 3 years of experience to join our team in Singapore. The ideal candidate will have strong analytical skills, expertise in data modeling, and a passion for turning insights into impactful business solutions. If you thrive on solving complex problems and enjoy working collaboratively in an office environment, we want to hear from you!

Location: Singapore, Singapore
Work Mode: Work from Office
Role: Data Scientist

1. Mandatory Skills

• Python and SQL – strong hands-on experience.
• Data Science and Advanced Analytics.
• Predictive Modelling and Risk Scoring.
• Fraud Detection and Anomaly Detection.
• Model Development, Validation and Performance Evaluation.
• Feature Engineering and Back-testing.
• Model Threshold Calibration.
• Precision, Recall and Model Performance Metrics.
• Exploratory Data Analysis (EDA).
• Large-scale Data Analysis and Data Quality.
• Data Lineage and Root Cause Analysis.
• Analytical Workflow Development.

2. Good-to-Have Skills

• Imbalanced Data and Delayed Outcome Labels.
• Model Monitoring – Data Drift and Concept Drift.
• Tableau/Power BI Dashboard Development.
• MLOps and CI/CD.
• Apache Spark/PySpark.
• AWS Redshift and AWS Glue.
• Graph Analytics/Network Analytics.
• Workforce, Training, Grants, Claims or Regulatory Data.
• Singapore Government/Public Sector Project Experience.