APAC Data Scientist — LTV, Churn & Sentiment (Hybrid)

IG Asia Pte Ltd.; Singapore; Hybride; SGD 110 000 - 170 000; Plein temps

Résumé du poste

IG Group in Singapore is seeking a Data Scientist to power commercial, marketing and finance decisions across APAC—Singapore, Australia, Japan and Emerging Markets. You’ll build models that predict customer value, behaviour and risk, turning data into decisions that shape IG’s growth in the region.

The role sits in the APAC Data and Analytics team as an individual contributor. Requirements include 5+ years as a data scientist, strong Python or R and SQL skills, and experience with cloud

Qualifications

• Degree in a quantitative field (statistics, mathematics, computer science, economics, or related).
• 5+ years' experience as a data scientist or in a similar analytical role, ideally supporting commercial, marketing or finance functions.
• Strong hands‑on skills in Python and/or R, and SQL.
• Proven experience building predictive models such as LTV, churn or conversion propensity.
• Practical experience with clustering, classification and other machine learning techniques.
• Comfortable working with cloud data platforms (e.g. GCP, AWS, Snowflake).
• Strong stakeholder management skills, with the ability to translate technical output into commercial insight.
• Experience working across multiple markets or regions.

Responsabilités

• Build and maintain customer lifetime value (LTV) models that inform commercial investment decisions across Singapore, Australia, Japan and Emerging Markets.
• Design churn and conversion prediction models to support marketing and commercial teams in targeting and retention strategies.
• Apply clustering and classification techniques to segment customers and surface actionable behavioural patterns.
• Develop sentiment analysis capabilities that turn customer feedback into structured insight for commercial and product stakeholders.
• Partner with commercial, marketing and finance teams across APAC to translate business questions into analytical solutions.
• Present findings and recommendations clearly to non-technical stakeholders, influencing decisions at pace.
• Own the end-to-end data science lifecycle, from problem framing and data extraction through to model deployment and monitoring.
• Contribute to the evolution of APAC's data science practice, sharing best practice with the wider group data function.

Connaissances

Python

SQL

R

LTV modeling

Clustering

Sentiment analysis

Business acumen

Formation

Quantitative field degree

Outils

GCP

AWS

Snowflake

Description du poste

IG Group in Singapore is seeking a Data Scientist to power commercial, marketing and finance decisions across APAC—Singapore, Australia, Japan and Emerging Markets. You’ll build models that predict customer value, behaviour and risk, turning data into decisions that shape IG’s growth in the region.

The role sits in the APAC Data and Analytics team as an individual contributor. Requirements include 5+ years as a data scientist, strong Python or R and SQL skills, and experience with cloud