Staff Machine Learning Engineer, Enterprise Enablement

3 Months ago • All levels • Artificial Intelligence • $221,800 PA - $332,600 PA

Job Summary

Job Description

As a Staff Machine Learning Engineer in Enterprise Enablement at PlayStation, you will design, develop, and deploy ML/AI solutions to optimize internal operations across departments like HR, Finance, and Supply Chain. This involves collaborating with various teams to translate business needs into AI solutions, mentoring junior engineers, and exploring cutting-edge generative AI technologies (LLMs, LVMs) for applications like knowledge management and employee self-service. You'll also develop tools and APIs that integrate with enterprise systems (ERP, CRM), influence enterprise technology strategy, and ensure fairness and transparency in AI implementations. The role requires expertise in various ML/AI techniques, large-scale model deployment, and big data stacks.
Must have:
  • Advanced degree in relevant field or equivalent experience
  • Strong programming skills (Python, Java, Scala)
  • Experience delivering large-scale ML products
  • Expertise in various ML/AI techniques
  • Experience with Generative AI
  • Big data and cloud service experience (AWS, GCP)
  • Excellent communication and problem-solving skills
Good to have:
  • Experience with enterprise applications and integrations (ERP, CRM)
  • Contributions to the ML community
  • Experience with structured and unstructured data
Perks:
  • Top-tier benefits package (medical, dental, vision, 401k)
  • Paid time off
  • Wellness program
  • Sony product discounts
  • Bonus package

Job Details

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 PlayStation®5, PlayStation®4, PlayStation®VR, PlayStation®Plus, 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 Corporation.

Staff Machine Learning Engineer, Enterprise Enablement

San Diego, CA

Are you interested in enabling PlayStation's internal teams to innovate, streamline operations, and achieve digital transformation through brand-new machine learning and AI solutions? The Enterprise Enablement Machine Learning team is committed to delivering powerful AI/ML capabilities that support our internal business functions such as HR, Finance, Supply Chain, IT, and more.

Seeking a Staff Machine Learning Engineer to develop scalable ML/AI solutions that improve productivity and decision-making across the enterprise. Ideal for someone passionate about driving internal transformation through AI and collaborating with diverse collaborators to solve complex problems.

Shape our technical strategy for enterprise ML/AI and work with groundbreaking technologies, tools, and processes to deliver robust solutions.

You Will:

  • Design, develop, and deploy machine learning models and systems to optimize internal operations, automate workflows, and enhance decision-making for internal business functions like HR, Finance, Supply Chain, IT and more.
  • Collaborate with internal collaborators, business IT teams, and business teams to transform complex business and operational needs into ML/AI solutions that align with enterprise goals.
  • Guide and mentor junior ML engineers, fostering a collaborative environment and helping the team adopt standard processes in enterprise ML/AI development.
  • Drive the exploration and application of brand-new Generative AI technologies (e.g., LLMs, LVMs) to improve processes such as knowledge management, business intelligence, and employee self-service.
  • Develop tools and APIs that enhance enterprise systems, such as ERP, CRM, and collaboration tools, ensuring seamless integration and high performance.
  • Influence enterprise technology strategy by integrating ML/AI into key business processes, contributing to PlayStation’s overall enterprise enablement strategy.
  • Implement and advocate for fairness, accountability, and transparency in enterprise ML/AI solutions.

You Bring:

  • Advanced degree (Master’s or Ph.D.) in Computer Science, Statistics, Data Science, or a related field specializing in machine learning, or equivalent experience.
  • Strong programming skills in languages such as Python, Java, or Scala, with proficiency in machine learning libraries and frameworks like TensorFlow, PyTorch, Mlib, and others.
  • Proven track record of successfully delivering large-scale commercial machine learning products from conception to production, in technical leadership roles.
  • Expertise in a variety of machine learning and AI techniques, such as supervised and unsupervised learning, deep learning, reinforcement learning, natural language processing, and computer vision.
  • Experience with the latest industry knowledge in Generative AI technology with the ability to formulate GenAI-specific use cases and implementations that are optimized for cost and scalability.
  • Experience with software engineering principles, big data stacks such as Spark, and use of cloud services like AWS, or GCP for machine learning development and deployment.
  • Excellent communication skills, both verbal and written, with the ability to explain complex technical concepts to collaborators with limited prior knowledge in ML/AI.
  • Excellent problem-solving skills, with the ability to navigate through ambiguity to achieve results.

Preferred Qualifications:

  • Experience developing AI/ML-powered tools for enterprise applications and integrating with enterprise systems such as ERP, CRM, HR management platforms, Enterprise knowledge management, etc.
  • Contributions to the machine learning community through publications, open-source projects, or presentations.
  • Experience working with structured and unstructured data, including documents, images, and text, in enterprise contexts.

#LI-KS1

Please refer to our Candidate Privacy Notice for more information about how we process your personal information, and your data protection rights.

At SIE, we consider several factors when setting each role’s base pay range, including the competitive benchmarking data for the market and geographic location.

Please note that the base pay range may vary in line with our hybrid working policy and individual base pay will be determined based on job-related factors which may include knowledge, skills, experience, and location.

In addition, this role is eligible for SIE’s top-tier benefits package that includes medical, dental, vision, matching 401(k), paid time off, wellness program and coveted employee discounts for Sony products. This role also may be eligible for a bonus package. Click here to learn more.

The estimated base pay range for this role is listed below.

$221,800 — $332,600 USD

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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About The Company

Want to take your career to the next level? Search open job vacancies at any of the Sony Interactive sites by visiting playstation.com/careers/


Sony Interactive Entertainment pushes the boundaries of entertainment and innovation, starting from the launch of the original PlayStation in Japan in 1994. Today, we continue to deliver innovative and thrilling experiences to a global audience through our PlayStation line of products and services that include generation-defining hardware, pioneering network services, and award-winning games. Headquartered in San Mateo, California, with global functions in California, London, and Tokyo, and game development studios around the world as part of PlayStation Studios, we believe that the power of play is borderless. Sony Interactive Entertainment is a wholly owned subsidiary of Sony Group Corporation.  


For more information about our company, please visit SonyInteractive.com. For more information about PlayStation products, please visit PlayStation.com.

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