Machine Learning Research Engineer

4 days ago


Aliso Viejo, California, United States Sony Interactive Entertainment Full time
About the Role:

At Sony Interactive Entertainment, we are seeking a highly skilled Machine Learning Research Intern to join our Visual Computing Group. This is an exciting opportunity to work on cutting-edge visual computing techniques and contribute to the advancement of game streaming technology.

Key Responsibilities:

Conduct research in neural rendering and machine learning-based approaches to graphics rendering
Work with video compression standards like H.264/AVC, H.265/HEVC, VP8/VP9 to optimize streaming
Apply deep learning techniques, with a focus on convolutional neural networks (CNNs)
Study and implement signal processing techniques and video quality metrics
Utilize machine learning frameworks such as TensorFlow, PyTorch, Scikit-learn, and Pandas
Work with tools like GStreamer, FFmpeg, and OpenCV to improve video processing
Collaborate with team members across various disciplines to develop AI-driven image and video enhancement techniques
Build and test proof-of-concept solutions to improve video streaming
Analyze system performance, ensuring efficiency, stability, and scalability

Requirements:

Pursuing a Master's degree in Computer Science or related field from an accredited institution, with an expected graduation date by Spring 2026
Strong technical background in computer science or mathematics
Experience with Python and machine learning frameworks such as PyTorch or TensorFlow, demonstrated through coursework or projects
Exposure to signal processing or computer vision through relevant courses or assignments
Experience working with Linux, terminal services, GitHub, and code commits
Excellent communication skills and the ability to work independently or collaboratively
Experience with computer vision or video processing libraries in Python or C/C++
Knowledge of embedded systems and SoC design for low-latency edge AI
Development experience with game engines like Unreal Engine or Unity
Strong coding and software engineering skills in C, C++, Python, or other mainstream programming languages

What We Offer:

A competitive hourly pay rate
Relocation assistance for eligible candidates
A dynamic and inclusive work environment
Opportunities for professional growth and development

Eligibility:

Able to work during one of the following periods: May 19th - August 8th or June 16th - September 5th
Must be available for the entire 12-week internship period
Open to students who are U.S. citizens or international students with an F-1 visa

Equal Opportunity Statement:

Sony Interactive Entertainment is an equal opportunity employer and welcomes applications from diverse candidates. We strive to create an inclusive environment where everyone can thrive and contribute their best work. We are committed to providing a fair chance for qualified applicants with arrest and conviction records to join our team.

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