IndonesiaData Scientist
2 нед. назад
IndonesiaWorldwideMiddle
machine learningdata analysispython
Data Scientist role at a leading mobile games company focusing on data-driven game development and publishing.
Обязанности
- Partner with the Product/Monetisation teams to deliver insights that drive business decisions.
- Promote a hypothesis-driven insights culture. Ensure that key learnings are captured from new feature and content releases; consult on A/B test setup and analysis, as well as appropriate statistical methods (e.g. sample size estimation, handling pre-allocation bias).
- Design and build internal self-service experimentation and analytics tooling.
- Work with data engineers to ensure proper dimensions and metrics are incorporated into our pipelines. Develop a thorough understanding of relevant internal and external data sources.
- Collaborate with other data scientists to develop and promote best practices in analytics and experimentation across the company
Другое
- is one of the largest independent mobile games companies in the world.
- We are a multi-award-winning organisation, with a global 2,500+ strong team across 12 studios.
- Our expanded portfolio includes some of the biggest titles in mobile gaming, collectively reaching top chart positions around the world and engaging over 25 million daily active users.
- Tripledot’s guiding principle is that when people love what they do, what they do will be loved by others.
- We’re building a company we’re proud of. One filled with driven, incredibly smart and detail-orientated people, who LOVE making games.
- Our ambition is to be the most successful games company in the world, and we’re just getting started.
- Tripledot Games is a leading developer and publisher of casual and puzzle games, with a strong presence in London, Warsaw, and Barcelona. The studio is responsible for multiple top 10 titles, including Woodoku, Woodoku Blast, Solitaire, and TripleTile. Our best-in-class data-driven approach spans the entire lifecycle from publishing to machine learning puzzle levels, helping us make fast, smart decisions at every stage of development.
- We are also one of the largest IAA operators worldwide. Tripledot Games is a diverse and collaborative studio, home to people from over 36 nationalities. We take pride in our craftsmanship, strong focus on outcomes, and continuous improvement, building high-quality, scalable games that players around the world love.
- This role offers the exciting opportunity to lead high-impact projects. With extensive data at your disposal and a culture that champions experimentation, you’re encouraged to bring complex statistical methods to the forefront of our business operations.
- You’ll also be deeply involved in developing and enhancing our internal A/B testing frameworks, while also consulting with the Product Team to optimise their experimental approaches.
- A Bachelor’s degree in a quantitative subject or equivalent experience.
- Typically 2-5 years relevant work experience.
- Experience articulating product questions, identifying and querying big datasets (SQL) and using statistics to arrive at an answer.
- A comprehensive understanding of statistics (e.g. hypothesis testing, sampling, probability distributions) and experience in applying these concepts in real-life problems.
- Experience programming using python or R.
- AB testing experience, preferably in an online context.
- Excellent communication skills to understand business needs of cross-functional stakeholders, deliver findings and recommendations, as well as to drive collaboration.
- Ability to own analytics work from formulation of hypotheses to communicating actionable insights.
- Hybrid Working
- 20 days of remote working: Work from anywhere in the world, or use the time to cover mandatory office days to WFH, 20 days of the year.
- Regular company events and rewards: Join in regular events and rewards that celebrate cultural events, our achievements, and our team spirit.
- Breakfast & Lunch: Relish daily breakfast and lunch provided in the office to keep you fueled and focused.
- BPJS HEALTH: Elevate your well-being and peace of mind, ensuring robust health security with seamless enrolment in BPJS Health.
- BPJS SOCIAL: Secure your employment rights with BPJS Social.
- Festivity Allowance: Celebrate festive occasions with an additional festive allowance.
- Private Health Insurance: Stay covered with comprehensive health insurance for you and your loved ones.
- Employee Assistance Program: Anytime you need it, tap into confidential, caring support with our Employee Assistance Program, always here to lend an ear and a helping hand.
- Family Forming Support: Receive vital support on your family forming/ fertility journey with our support program [subject to policy]
- English Classes: Enhance your English skills with our provided English classes