Job Overview
Mission Critical Role in Pricing Optimization
We're seeking a seasoned Machine Learning Engineer to drive impactful pricing recommendations across our PlayStation experiences. As a key member of our team, you'll design, build, and deploy business-critical machine learning systems that deliver optimal interactions and revenue growth.
About the Role
This is an exceptional opportunity for a skilled engineer to join our mission-driven organization and contribute to the development of cutting-edge pricing strategies. Your expertise will be instrumental in shaping our product offerings and driving business success.
Key Responsibilities
* Build and maintain predictive models that quantify price-elasticity and cannibalization effect
* Develop time-series forecasting algorithms to predict demand across multiple regions and product lines
* Design optimization workflows that balance sales growth and business constraints
* Refine clustering algorithms to identify lookalike products for smarter pricing strategies
* Apply state-of-the-art machine learning technologies to classification, regression, clustering, time series forecasting, uplift modeling, and synthetic data generation
Requirements
* Advanced degree (Master's or Ph.D.) in Computer Science, Statistics, Data Science, Operations Research, or Econometrics with a focus on machine learning and optimization
* 1+ years of industry experience applying time-series models in production, with hands-on experience in forecasting libraries (e.g., LightGBM, Prophet)
* Proven track record with mixed-integer programming or constraint solvers for pricing or resource allocation
* Strong programming skills in Python, Java, with proficiency in ML libraries and frameworks like TensorFlow, PyTorch, Spark Mlib, and scikit-learn
What We Offer
We provide a dynamic work environment that empowers employees and values diversity. Our team is passionate about innovation and technology, and we strive to create an inclusive workplace where everyone can thrive.
If you're a motivated and experienced Machine Learning Engineer looking for a new challenge, please submit your application.