Production ML Scientist: Personalisation & Player Engagement

Ubisoft; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Ubisoft Singapore, Southeast Asia’s largest AAA game studio, is seeking a Data Scientist to design, build and scale AI-powered products already in production. You will work with engineers, analysts and stakeholders to ship tangible value for players and the business.

You will contribute to personalisation, decisioning systems, and AI agent architectures, balancing speed and sustainability, with strong Python and SQL, Databricks/Snowflake experience, and cloud deployment skills.

Qualifications

• At least 3 years’ experience in an applied Data Science or ML role, with a track record of shipping models or AI products into production.
• Demonstrated ability to deliver measurable outcomes through applied ML: your work has made it into the hands of end users, not just into a notebook.
• Strong collaborative instincts: you understand that impact comes from working well with others, not from working alone.

Responsibilities

• Design, build, and maintain machine learning models and AI products that are deployed in production and create measurable value for players and the business.
• Contribute to personalisation and decisioning systems — including recommendation engines, segmentation models, propensity scoring, and Next Best Action frameworks — that directly influence player retention and engagement.
• Support the development of AI agent architectures and automation workflows that extend the team’s capacity to deliver intelligence at scale.
• Translate complex stakeholder needs into well-scoped, pragmatic solutions, balancing model sophistication with delivery speed and operational sustainability.
• Collaborate closely with data analysts, data engineers, and product stakeholders to ensure models are integrated, understood, and acted upon.

Skills

Python

SQL

ML frameworks

Collaboration

Tools

Databricks

Snowflake

Git

Job description

Ubisoft Singapore, Southeast Asia’s largest AAA game studio, is seeking a Data Scientist to design, build and scale AI-powered products already in production. You will work with engineers, analysts and stakeholders to ship tangible value for players and the business.

You will contribute to personalisation, decisioning systems, and AI agent architectures, balancing speed and sustainability, with strong Python and SQL, Databricks/Snowflake experience, and cloud deployment skills.