Full-Time

Staff Machine Learning Engineer

Enterprise Enablement

Confirmed live in the last 24 hours

Sony Interactive Entertainment

Sony Interactive Entertainment

501-1,000 employees

Gaming and digital media

Compensation Overview

$221.8k - $332.6kAnnually

+ Bonus

Senior, Expert

California, USA + 2 more

More locations: San Diego, CA, USA | United States

Hybrid working policy applies.

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
Data Science
Tensorflow
Pytorch
Apache Spark
Java
AWS
Scala
Natural Language Processing (NLP)
Computer Vision
Google Cloud Platform
Requirements
  • 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.
Responsibilities
  • 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.
Desired 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.
Sony Interactive Entertainment

Sony Interactive Entertainment

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The Sony Playstation mission is to fill the world with emotion, through the power of creativity and technology, and to nurture innovation to enrich and improve people's lives.

Company Stage

N/A

Total Funding

N/A

Headquarters

N/A

Founded

1994

Benefits

Health and wellness: Medical (PPO, HDHP, and HMO), dental, vision, disability, employee assistance program, flexible spending accounts, health savings account, student loan repayment assistance, education reimbursement program, wellness reimbursement, identity theft protection, basic and voluntary life and AD&D insurance, business travel accident insurance, 4.5% 401(k) match, commuter program, additional voluntary programs (group legal, pet insurance, auto and home insruance), onsite flu shots and biometric screenings

Family and time off: 12 paid holidays, generous PTO, paid parental leave, adoption assistance program, 529 college savings plan match, back-up child care, parental and elder care coaching

Perks: Sony product discounts, passport perks program, monthly $10 Playstation Network voucher, employee referral bonus, game launch events