Data Scientist
PLAYSTUDIOS · Tel Aviv-Yafo, Tel Aviv District, Israel
- On site
- Full-time
- $150,000 / year
- Tel Aviv-Yafo, Tel Aviv District, Israel
Job highlights
- Build AI systems for game personalization and performance.
- Work at intersection of product, engineering, and AI.
- Own end-to-end Data Science solutions.
- 3+ years experience required; LLM skills a plus.
- Hybrid role in Tel Aviv office.
About the role
Data Scientist
playAI is the initiative driving PLAYSTUDIOS toward becoming an AI-first company, combining Generative AI and Data Science to create more personalized, adaptive, and impactful game experiences. As a Data Scientist, you will play a key role in building AI-driven systems that directly influence player experience, game performance, and business outcomes. You will work at the intersection of product, engineering, and AI, helping turn data and models into real production systems.
Duties And Responsibilities
- Own end-to-end Data Science solutions, including problem definition, modeling, validation, and measurable impact in production.
- Partner with Product, Engineering, and Studio teams to shape game systems and player experiences.
- Build and validate models that directly impact player behavior, game mechanics, and monetization systems.
- Define and enforce Data Science standards, including modeling, validation, and production readiness.
- Provide technical leadership and drive quality across Data Science work.
How we work
- We balance speed and quality based on product needs.
- We prioritize iterative delivery and measurable impact over perfection.
- We focus on production systems, not isolated research.
- We work closely with product and studios to ensure relevance and adoption.
Requirements
- 3+ years of experience in Data Science, Machine Learning, or a related field.
- Strong background in statistics, probability, and data modeling.
- Experience building and deploying models in production environments.
- Experience with LLMs, including prompt engineering and modern AI toolchains.
- Strong programming skills in Python and SQL, with experience working on large-scale data systems.
- Experience with experimentation frameworks and A/B testing in production environments.
- Experience working on B2C products, with strong understanding of user behavior and engagement dynamics.
- Strong collaboration skills and ability to manage multiple tasks in parallel.
- Strong problem-solving skills and ability to operate in fast-paced, ambiguous environments.
Preferred Qualifications
- Experience designing and working with real-time or near real-time systems (e.g., online inference, decision systems).
- Experience with MLOps practices (model lifecycle, monitoring, CI/CD for ML systems).
- Experience translating complex product or system requirements into scalable technical solutions.
- Experience in gaming, game economies, or player behavior-driven systems.
This is a hybrid role based in our Tel Aviv office, with three on-site workdays per week.
Key skills/competency
- Data Science
- Machine Learning
- Generative AI
- LLMs
- Python
- SQL
- A/B Testing
- Production Systems
- Data Modeling
- Player Behavior
Skills & topics
- Data Scientist
- Machine Learning Engineer
- AI Engineer
- Generative AI
- LLM
- Python
- SQL
- Data Modeling
- A/B Testing
- B2C Products
How to get hired
- Tailor your resume: Highlight experience in Data Science, Machine Learning, LLMs, Python, SQL, and production deployments, aligning with PLAYSTUDIOS' AI-first initiative.
- Showcase production experience: Emphasize your ability to build, validate, and deploy models that impact user behavior and business outcomes.
- Demonstrate B2C and gaming expertise: Provide examples of your work on B2C products, understanding user behavior, and if applicable, gaming systems.
- Prepare for hybrid work: Be ready to discuss your experience in collaborative, fast-paced environments and your comfort with a hybrid work model in Tel Aviv.
Technical preparation
Master Python for data manipulation and ML.,Practice SQL for large-scale data systems.,Build LLM applications and prompt engineering.,Develop and deploy models in production.
Behavioral questions
Describe a complex problem you solved.,How do you handle ambiguity in projects?,Share an experience of leading data science work.,How do you collaborate with non-technical teams?
Frequently asked questions
- What is the role of a Data Scientist at PLAYSTUDIOS within the playAI initiative?
- As a Data Scientist at PLAYSTUDIOS, you will be instrumental in the playAI initiative, focusing on building AI-driven systems that enhance player experiences, optimize game performance, and improve business outcomes by integrating Generative AI and Data Science.
- What specific technical skills are required for the Data Scientist role at PLAYSTUDIOS?
- The role requires a strong background in statistics, data modeling, and production environments. Proficiency in Python and SQL for large-scale data systems, experience with LLMs (including prompt engineering), and familiarity with experimentation frameworks like A/B testing are essential.
- Does PLAYSTUDIOS prefer candidates with experience in the gaming industry for this Data Scientist position?
- While not strictly required, experience in gaming, game economies, or player behavior-driven systems is considered a preferred qualification. It demonstrates a strong understanding of the B2C product landscape and user engagement dynamics relevant to PLAYSTUDIOS' business.
- What is the work arrangement for this Data Scientist job at PLAYSTUDIOS?
- This is a hybrid role, requiring three days per week in the PLAYSTUDIOS office located in Tel Aviv. This setup balances remote flexibility with in-person collaboration.
- How does PLAYSTUDIOS approach Data Science projects within the playAI initiative?
- PLAYSTUDIOS prioritizes iterative delivery and measurable impact, focusing on production systems rather than isolated research. They balance speed and quality, working closely with product and studio teams to ensure relevance and adoption of AI-driven solutions.
- What kind of impact can a Data Scientist expect to have in this role at PLAYSTUDIOS?
- Data Scientists at PLAYSTUDIOS will have a direct impact on player experience, game mechanics, monetization systems, and overall business outcomes by developing and deploying AI-driven solutions.
- What are the key 'preferred qualifications' for the Data Scientist position?
- Preferred qualifications include experience with real-time systems, MLOps practices, translating complex requirements into scalable solutions, and a background in gaming or player behavior analysis.