Principal Data Scientist

Are you ready to join a world-class team and make a significant impact on the gaming industry? At Aristocrat, we aim to bring happiness to life through the power of play. We seek a Principal Data Scientist to help us reach our ambitious goals. You will have a vital role in enhancing gameplay, boosting player engagement, and improving business outcomes with your advanced data expertise. This opportunity allows you to work on innovative projects, collaborate with diverse teams, and guide critical initiatives that will develop the future of our leading games.

What You'll Do

• Lead high-impact data science initiatives end-to-end, including problem framing, methodology selection, experiment development, implementation partnership, and impact measurement.
• Build and deliver machine learning and reinforcement learning solutions to improve player engagement, retention, monetization, and operational outcomes.
• Lead the modeling framework for complex systems, guaranteeing comprehensive evaluation and monitoring of causal inference, uplift modeling, sequential decisioning, bandits/reinforcement learning, and forecasting.
• Partner with game teams to define success metrics, guardrails, and decision frameworks, translating analytical results into actionable product and operational actions.
• Define and uphold engineering standards and guidelines for model development, including validation, uncertainty, reproducibility, and bias/quality checks.
• Drive scalable experimentation with A/B and Multi-armed bandit testing frameworks, power analysis, variance reduction, and online-offline alignment.
• Work together with Data Engineering, MLOps, and Game Tech teams to guarantee dependable data foundations, feature accessibility, and model deployment pathways.
• Build internal data products to improve the speed and quality of decision-making, such as AB-test calculators, decision tools, and automated insights.
• Provide technical leadership through building and code reviews, mentoring, and coaching, improving the standard of data science craft across the organization.
• Serve as a reliable collaborator throughout the organization, promoting data-informed decision-making and enabling business units to embrace data products.
• Translate complex analytical insights into actionable recommendations, presenting them to senior leadership to inform critical business decisions and encourage collaborators.

What We Are Seeking

• Education: PhD or MSc in Data Science, Computer Science, Statistics, Physics, Mathematics, or a related quantitative field, or equivalent experience in practice.
• Experience: 5+ years of professional data science experience. You have delivered at least 3 data or ML products from problem definition to production deployment and monitoring.
• Demonstrated proficiency in clustering, predictive modeling, reinforcement learning, and Bayesian statistics.
• Hands-on experience in software engineering, MLOps, and deploying machine learning models at scale.
• Proficiency in SQL, Python, and familiarity with big data technologies (e.g., Kafka, Spark) and/or cloud platforms (e.g., GCP, AWS, or Azure).
• Industry knowledge: Experience in gaming or digital entertainment is a strong plus.

Pourquoi Product Madness?

En tant que membres de la famille Aristocrat, nous partageons sa mission de donner vie à la joie grâce au pouvoir du jeu, avec une équipe de calibre mondial qui crée des titres de premier plan dans le genre des jeux de casino sociaux, y compris Heart of Vegas, Lightning Link et Cashman Casino. Comptant 800 membres d’équipe répartis dans le monde entier, Product Madness a son siège social à Londres, des bureaux à Barcelone, Gdańsk, Lviv, Montréal et une équipe à distance couvrant les États-Unis, ce qui fait de nous une véritable puissance mondiale.

Nous vivons selon une approche axée sur les gens. Peu importe où, quand et comment ils travaillent, les membres de notre équipe ont l’occasion de perfectionner leur carrière et de grandir à nos côtés. Nous sommes fiers de favoriser une culture d’inclusion, où nos gens sont encouragés à donner le meilleur d’eux-mêmes, chaque jour. Ne vous fiez toutefois pas simplement à notre parole. En 2024, nous nous sommes classés au palmarès des Global Inspiring Workplace Awards, et nous avons remporté le bronze aux Stevie Awards for Great Employers dans la catégorie de l’employeur de l’année en médias et divertissement.

Alors, qu’est-ce qui vous arrête?

Attentes relatives aux déplacements

Aucun

Informations supplémentaires

À l’heure actuelle, nous ne sommes pas en mesure de parrainer des visas de travail pour ce poste. Les candidats doivent être autorisés à travailler à temps plein sur le lieu de l’offre d’emploi pour ce poste sans avoir besoin de parrainage de visa, actuellement ou dans le futur.