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Sr. Manager, Machine Learning
1 year ago
Why PlayStation?
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Senior Manager, Machine Learning
San Mateo, CA
Future Technology Group, Game Service R&D
The Future Technology Group are PlayStation’s technology experts! We develop innovative technologies that push the boundaries of play, helping game developers make the best games on PlayStation by crafting an extraordinary gaming experience.
As part of the Future Technology Group team, you will be leading small focused project teams responsible for researching and implementing innovative technologies using Machine Learning, and finding ways to apply them to our platform and services.
We are looking for an ML leader to supervise teams that develop core technology and conduct innovative research in applying Machine Learning to different technological challenges.
Our focus is on areas such as content creation, AI-assisted design, animation, speech synthesis and autonomous gameplay agents.
In this role, you will be defining the vision and direction of your teams and driving forward the progression of the projects you are responsible for.
A successful candidate will be able to demonstrate an ability to lead highly technical teams, with a track record of successfully completed projects.
Responsibilities:
- Work with local and remote teams to deliver innovative research and product development, applying Machine Learning to different technological challenges.
- Contribute to the overall strategy planning and roadmap for execution of the Future Technology Group’s vision, working closely with the engineering and product counterparts.
- Communicate effectively across functions and to the broader organization as well as leadership on the vision and project status.
- Articulate the technology, requirements, goals, and milestones of your team.
- Provide career development and mentorship for your team.
- Building positive relationships across the organization to better understand the opportunities and technical requirements of different business units.
- Ability to assess risks, propose and act on mitigations, and bring up to the technology leadership team if needed.
Qualifications:
- BS or MS in Computer Science, Computer Engineering, or 8 years of relevant work experience.
- 8+ years leading and running highly technical teams.
- Excellent written and verbal communication skills.
- Ability to articulate technical information in a clear and concise manner at all levels from executive staff to engineers.
- Strong cross-team collaboration and social skills with a variety of roles including engineering, product management, and support.
- A history of delivering technical programs or products from inception to delivery.
- Experience working with technical management teams to develop systems, solutions, and products.
- Ability to think strategically and craft a compelling project vision
- Demonstrated experience of hiring, mentoring, and leading high functioning development teams
Nice to have:
- Experience of leading teams working on Machine Learning technologies.
- Previous technical experience of developing Machine Learning technologies.
- Working experience of programming languages, such as C++/Python
- Experience establishing work relationships across multi-disciplinary teams and multiple partners in different time zones.
Benefits of working in the Future Technology Group
- Technology development is not constrained by specific games/engines.
- Opportunities to work on collaborative projects with R&D teams across world, and with academia.
- Continued opportunity to further develop existing skills and learn and develop new skills.
- Innovation time for research and projects of your own choosing.
- Opportunities to participate in global hackathons.
- Opportunity to contribute to global strategy and vision for FTG
Relaxed working environment with high level of trust and autonomy. All staff are encouraged to express their views and challenge the status quo.
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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.
PlayStation is a Fair Chance employer and qualified applicants with arrest and conviction records will be considered for employment.