Data Scientist

1 week ago

Singapore TIKTOK PTE. LTD. Full time
TikTok is the leading destination for short-form mobilevideo. At TikTok, our mission is to inspire creativity and bringjoy. TikTok's global headquarters are in Los Angeles and Singapore,and its offices include New York, London, Dublin, Paris, Berlin,Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Ourplatform is built to help imaginations thrive. This is doubly trueof the teams that make TikTok possible. Together, we inspirecreativity and bring joy - a mission we all believe in and aimtowards achieving every day. To us, every challenge, no matter howdifficult, is an opportunity; to learn, to innovate, and to grow asone team. Status quo? Never. Courage? Always. At TikTok, we createtogether and grow together. That's how we drive impact - forourselves, our company, and the communities we serve. Join us.

About the Team

The successof TikTok's data business model hinges on the supply of a largevolume of high quality labeled data that will grow exponentially asour business scales up. However, the current cost of data labelingis excessively high. The Data Solutions team is built to understanddata strategically at scale for all Global Business Solution (GBS)business needs. Data Solutions Team uses quantitative andqualitative data to guide and uncover insights, turning ourfindings into real products to power exponential growth. DataSolutions Team responsibility includes infrastructure construction,recognition capabilities management, global labeling deliverymanagement.

We are seeking a Data Scientistwith experience in the game/gamification industry or a strongpassion for games. This role requires a visionary ideator who canutilize gamification to significantly enhance user engagement onour labeling platform.

Join our team as avisionary trailblazer to build your dream game platform that willcaptivate users and revolutionize knowledge exploration for AI.

Key Responsibilities:

1.Build and Design Gamified Labeling Platform:

-Shape engagement between labellers and the business by leveraginggaming/gamification experience to build an engaging platform thatwill enhance user motivation and productivity.

- Use predictive models to identify designs and features that willmotivate and incentivize users.

2. ExperimentalDesign:

- Systematically plan experiments,ensuring that data collected can be analyzed to draw valid andobjective conclusions.

- Utilize A/B testingand other experimental methods to evaluate the impact ofgamification features.

3. Engagement Metrics:

- Lead the development, implementation, andmonitoring of KPIs related to user engagement and gamificationefficacy, ensuring continuous improvement.

-Observe user behavior data and iterate on gamification featuresbased on analyzed insights to enhance engagement.

4. Optimization:

- Exerciseend-to-end ownership to propose, implement, and optimize newfeatures aimed at increasing user engagement. Oversee the entireprocess from conceptualization to full rollout.

- Continuously observe and iterate ongamification strategies using data-driven insights, leadingadjustments and optimizations based on observed impacts.

5. Collaboration:

- Workclosely with cross-functional teams, including developers,designers, and product managers, to ensure the seamless integrationof gamificationfeatures.

Qualifications

1.Bachelor's or Master's degree in Data Science, Computer Science,Statistics, or a related field;

2. Provenexperience in data science roles within the gaming or gamificationindustry;

3. Experience with experimentaldesign, including A/B testing and other statistical methods;

4. Proficiency in statistical programminglanguages (Python, R) and SQL.

Preferred:

1. Familiarity with data engineering tools andframeworks (e.g., Spark, Databricks);

2. Strongability to analyze complex data sets and derive actionableinsights;

3. Understanding of game mechanicsand user engagement metrics.

TikTok iscommitted to creating an inclusive space where employees are valuedfor their skills, experiences, and unique perspectives. Ourplatform connects people from across the globe and so does ourworkplace. At TikTok, our mission is to inspire creativity andbring joy. To achieve that goal, we are committed to celebratingour diverse voices and to creating an environment that reflects themany communities we reach. We are passionate about this and hopeyou are too.

#LI-SP6

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