Full Time Job
Senior Software Engineer, Machine Learning
Sony Interactive Entertainment
- Paid
- Full Time
- Senior (5-10 years) Experience
Job Description
Why PlayStation?Senior Software Engineer, Machine Learning
Aliso Viejo, CA
What You'll Do:
• Work hands-on to design and build a data platform system for the Sony Interactive Entertainment AI team
• Work closely with AI researchers to advance artificial intelligence ideas that are aligned to the group strategy
• Work with data scientists to build and train DNN models on a HPC GPU grid
Qualifications:
• Strong experience in building data pipelines and other data engineering applications
• A hands-on software developer with strong understanding of Java, Scala, Python or another programming language
• 5+ years of industry experience as a hands-on expert-level practitioner of data engineering and ML.
• Track record of building robust data pipelines for data products
• Strong communication skills in working with other data engineers and data practitioners
Desired Skills and Knowledge:
• Advanced experience using Databricks or similar technologies
• BS or MS. in computer science or related fields.
• Experience in machine learning problems ranging from statistical ML to DNN
• 2+ years of experience leading large ML initiatives across cross-functional teams in multiple organizations.
• Moderate understanding of the latest developments of ML systems, techniques, open-source and cloud offerings.
Who You Are:
• Strong interest in working with data scientists and ML practitioners
• Your work makes your team members more accurate, faster and frees up their time and helps them delve into new areas of research
• Passion for working on deep infrastructure issues in ML environments.
• You thrive on working in concert with other smart people, including from distributed offices.
• You communicate fluidly with teams in the US, EU and JP
• Given context, you're capable of self-direction.
• You are comfortable with ambiguity and shifting contexts.
• You have an ''impact first'' mindset.
• You take pride in identifying and solving the big technical challenges of the organization.
• You understand how to prioritize and drive the most impactful backend infrastructure work given a company's mission and purpose.
• Talent matters but so does curiosity, inventiveness and being tenacious.
• You have strong and well formed ideas that are weakly held; you can discuss, listen and participate in a passionate debate.
• You keep up with industry trends and will even spin up some hardware to test an hunch
• You can synthesize discipline ideas and bring the learnings into your work
#LI-CB1
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 or maternity, 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.
Jobcode: Reference SBJ-d81xp9-54-198-157-15-42 in your application.
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Sony Interactive Entertainment
Recognized as a global leader in interactive and digital entertainment, Sony Interactive Entertainment (SIE) is responsible for the PlayStation® brand and family of products and services.