Game Data Analyst: Growth, Experiments & ML Insights

Visa Hunt; Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

Visa Hunt is seeking a data analyst to take full ownership of comprehensive data analysis for our core game products in Singapore. From business and product perspectives, you will leverage data to identify issues, bottlenecks, and opportunities, delivering actionable insights to drive game optimization.

You will track A/B experiments, ensure valid results, apply machine learning to user behavior data, optimize the user lifecycle funnel, and contribute analytical frameworks and templates for our

Qualifications

• Bachelor’s degree or above in Computer Science, Mathematics, Statistics, Economics, Finance, Physics, Communications Engineering or related disciplines.
• Proficiency in full-spectrum SQL skills, especially window functions; ability to apply common machine learning algorithms in Python/R to solve modeling problems.
• Solid foundation in statistics, with a clear understanding of the application of statistical methods in A/B experiments.
• Exceptional self-motivation, self-learning capability, logical thinking, and the ability to solve problems independently.
• Passion for games and data analysis work; strong data sensitivity and analytical insight; excellent teamwork and communication skills

Responsibilities

• Take full ownership of the comprehensive data analysis for core game products.
• From business and product perspectives, leverage data to identify game issues and bottlenecks, deliver actionable insights, and drive game optimization initiatives.
• Track the progress of A/B experiments, ensure the reliability and validity of experiment results, and provide targeted recommendations for product iteration.
• Apply machine learning algorithms to analyze user behavior data, optimize the user lifecycle funnel, and achieve user growth targets.
• Institutionalize analytical frameworks and methodologies, and deliver analysis templates or requirements for data products

Skills

SQL

Python

R

Statistics

Teamwork

Education

Bachelor’s degree or above in related disciplines

Tools

SQL

Python

R

Job description

Visa Hunt is seeking a data analyst to take full ownership of comprehensive data analysis for our core game products in Singapore. From business and product perspectives, you will leverage data to identify issues, bottlenecks, and opportunities, delivering actionable insights to drive game optimization.

You will track A/B experiments, ensure valid results, apply machine learning to user behavior data, optimize the user lifecycle funnel, and contribute analytical frameworks and templates for our