Why PlayStation? PlayStation isn’t just the Best Placeto Play — it’s also the Best Place to Work. Today, we’re recognizedas a global leader in entertainment producing The PlayStationfamily of products and services including PlayStation5,PlayStation4, PlayStationVR, PlayStationPlus, acclaimed PlayStationsoftware titles from PlayStation Studios, and more. PlayStationalso strives to create an inclusive environment that empowersemployees and embraces diversity. We welcome and encourage everyonewho has a passion and curiosity for innovation, technology, andplay to explore our open positions and join our growing globalteam. The PlayStation brand falls under Sony InteractiveEntertainment, a wholly-owned subsidiary of Sony Corporation.Mid-Level Machine Learning Engineer Do you want to join a MachineLearning team committed to personalizing the PlayStation experiencefor hundreds of millions of users? The work we do deliversimpactful insights to build an increasingly dynamic and interactiveexperience! The Machine Learning Engineers within the platformengineering group will deliver optimized interactions acrossPlayStation experiences and systems by designing, coding, training,documenting, cost-effectively deploying and evaluating verylarge-scale machine learning systems. We are looking for someonewho can build delightful products and experiences for millions, inan agile environment, collaborating with teams-across Engineeringand Product. Further, you will be immersed in groundbreaking MLtechnologies, tools and processes, as you help to advance ourtechnical objectives and architectural initiatives. You Will: *Design and develop various machine learning and deep learningmodels and systems for high-impact consumer-facing applicationssuch as content personalizations and product recommendations.Work with a broad spectrum of state-of-the-art machine learning anddeep learning technologies, in the areas of recommendation systems.Create metrics and configure A/B testing to evaluate modelperformance offline and online to inform and convey our impacts todiverse groups of stakeholders. * Collaborate with cross-functionalteams of technical members and non-technical members inarchitecture, design and code reviews. * Analyze and produceinsights from a large amount of dynamic structured and unstructureddata using modern big data and streaming technologies * Producereusable code according to standard methodologies in Python YouBring: * Masters degree in CS/Statistics/Data Science, with aspecialization in machine learning or equivalent experience *Experience with Python, and ideally also Scala or Java * Experiencein developing ML models for structured data, and ideally alsounstructured data * Industry work experience in designing andimplementing large-scale machine learning-based solutions thatideally include: recommender systems, personalization, and A/Btesting. * Strong machine learning, and statistical knowledgePreferred Qualifications: * Proficient with Machine learningframeworks such as Tensorflow, PyTorch, MLlib * Experience withDatabricks, Spark, Tecton, Kubernetes, Helm, Jenkins * Familiaritywith standard methodologies in large-scale DL training/Inference *Experience with reducing model serving latency, memory footprint *Experience in cloud-based environments, such as AWS * Experienceworking with custom ML platforms Equal Opportunity Statement: Sonyis an Equal Opportunity Employer. All persons will receiveconsideration for employment without regard to gender (includinggender 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 orparental status, trade union membership or membership in any otherlegally protected category. We strive to create an inclusiveenvironment, empower employees and embrace diversity. We encourageeveryone to respond. PlayStation is a Fair Chance employer andqualified applicants with arrest and conviction records will beconsidered for employment. J-18808-Ljbffr
