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Data Scientist – CLV & Next Best Action

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Data Scientist – CLV & Next Best Action
Sony Playstation
City Of London
Hybride
GBP 50 000 - 70 000
Plein temps
Il y a 30+ jours

Résumé du poste

A global entertainment leader is seeking a motivated Data Scientist to join their team in London. The role involves building models to enhance engagement and retention of players using data analysis and machine learning. Ideal candidates possess strong analytical skills, proficiency in Python and SQL, and a Master's degree in a relevant field. This position offers a chance to work on impactful projects in a collaborative environment, with benefits including hybrid working options and private medical insurance.

Prestations

Discretionary bonus opportunity
Hybrid Working
Private Medical Insurance
Dental Scheme
25 days holiday per year
On Site Gym
Subsidised Café
Free soft drinks
On site bar
Access to cycle garage and showers

Qualifications

  • Strong analytical and critical thinking skills.
  • Practical experience with predictive modelling.
  • Proficiency in Python and SQL.

Responsabilités

  • Build and validate models for churn prediction.
  • Work with sequential and behavioural data using machine learning.
  • Collaborate with teams for efficient and scalable models.

Connaissances

Analytical skills
Predictive modelling
Python
SQL

Formation

Master's in technical or mathematical field

Outils

Data science libraries
Description du poste

Why PlayStation?

PlayStation isn’t just the Best Place to Play — it’s also the Best Place to Work. Today, we’re recognized as a global leader in entertainment producing The PlayStation family of products and services including PlayStation5, PlayStation4, PlayStationVR, PlayStationPlus, acclaimed PlayStation software titles from PlayStation Studios, and more.

PlayStation also strives to create an inclusive environment that empowers employees and embraces diversity. We welcome and encourage everyone who has a passion and curiosity for innovation, technology, and play to explore our open positions and join our growing global team.

The PlayStation brand falls under Sony Interactive Entertainment, a wholly-owned subsidiary of Sony Group Corporation.

Role Overview:

Our Data Science Analytics and Enablement (DSAE) team inspires PlayStation to make impactful, customer-centric decisions through seamless integration of data.

Currently there are over 100 people in the global DSAE team, including data science, data governance and analytics professionals. We work closely with engineering and product management teams to deliver data products, insight, predictive analytics, and data visualisation.

Data Scientists in the DSAE team apply sophisticated analytical methods and tools to drive value from the data through methods such as customer segmentation, predictive modelling, forecasting and other algorithms. Our work delivers an in-depth understanding of consumer behaviours and supports multi-channel targeting and personalisation.

We’re seeking a motivated and collaborative Data Scientist to join our CLV & Next Best Action / Personalisation team, which builds models that help PlayStation understand and influence the value, growth, and engagement of our global player base.

By connecting player behaviours to long-term outcomes, our work creates the intelligence that underpins Customer Lifetime Value (CLV) modelling and guides PlayStation’s Next Best Action and Personalisation strategies. You’ll help shape how PlayStation invests in, retains, and delights its players - and advance our use of modern machine learning at global scale.

This is an exciting opportunity to develop your skills in modern machine learning while contributing to high-impact projects that directly influence how PlayStation engages and retains its players.

What You’ll Be Doing:
  • Build and validate models for use cases such as churn prediction, purchase propensity, CLV modelling, and personalised engagement.
  • Work with sequential and behavioural data, applying machine learning approaches (e.g., gradient boosting, embeddings, sequence models) to capture player behaviour and growth.
  • Partner with commercial, finance, and lifecycle teams to translate business needs into modelling hypotheses that inform engagement strategies.
  • Collaborate with analytics and engineering colleagues to ensure models are efficient, robust, and scalable.
  • Communicate findings clearly to both technical and non-technical partners, ensuring insights drive measurable outcomes.
  • Grow your expertise in modern ML approaches (transformers, representation learning, sequence-to-sequence modelling) through high-visibility projects.
What we're looking for:

You’re curious, analytical, and eager to grow your skills in a commercial data science environment. You bring strong fundamentals in modelling and data manipulation, and you’re motivated by the challenge of applying these to impactful business problems.

  • Strong analytical and critical thinking skills, with a passion for understanding customer behaviour and enabling data-driven growth.
  • Practical experience with predictive modelling, such as churn, propensity, segmentation, or value modelling.
  • Proficiency in Python and SQL, with fluency in common data science libraries.
  • Ability to work with large datasets to uncover actionable insights that influence marketing, engagement, or retention strategies.
  • Interest or early experience in deep learning approaches — such as transformers, embeddings, or sequence models — with motivation to learn and apply them.
  • A collaborative attitude, with the ability to work in cross-functional teams.
  • A strong academic background (typically with a Master’s in a technical or mathematical field) or equivalent professional experience.
Nice to Have:
  • Experience with A/B testing or experimentation frameworks.
  • Familiarity with workflow orchestration tools (e.g., Airflow), feature stores, or visualisation platforms (e.g., Tableau, Domo).
  • Exposure to gaming, e-commerce, or subscription-based business models.
  • Proven experience of analysing and modelling with “big data” technologies.
  • A personal interest in gaming and entertainment.
Benefits:
  • Discretionary bonus opportunity
  • Hybrid Working (within Flexmodes)
  • Private Medical Insurance
  • Dental Scheme
  • 25 days holiday per year
  • On Site Gym
  • Subsidised Café
  • Free soft drinks
  • On site bar
  • Access to cycle garage and showers
Equal Opportunity Statement:

Sony is an Equal Opportunity Employer. All persons will receive consideration for employment without regard to gender (including gender identity, gender expression and gender reassignment), race (including colour, nationality, ethnic or national origin), religion or belief, marital or civil partnership status, disability, age, sexual orientation, pregnancy, maternity or parental status, trade union membership or membership in any other legally protected category.

We strive to create an inclusive environment, empower employees and embrace diversity. We encourage everyone to respond.

PlayStation is a Fair Chance employer and qualified applicants with arrest and conviction records will be considered for employment.

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* Le salaire de référence se base sur les salaires cibles des leaders du marché dans leurs secteurs correspondants. Il vise à servir de guide pour aider les membres Premium à évaluer les postes vacants et contribuer aux négociations salariales. Le salaire de référence n’est pas fourni directement par l’entreprise et peut pourrait être beaucoup plus élevé ou plus bas.

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