Video Algorithms Intern - 3D/4D Reconstruction PoC

Netflix; Los Gatos (CA); On-site; USD 55,104 - 151,536; Full time

Benefits offered by this job

Health Plans

401(k) Retirement Plan with employer match

Stock Option Program

Flexible time off

Paid leave of absence programs

Job summary

Netflix is seeking a Gaussian Splatting intern in Los Gatos, CA, to work with the Video Algorithms team. You will explore model compression, trade-offs in model size, and contribute to the development of a proof-of-concept showcasing GS rendering. Ideal candidates are pursuing a Ph.D. in a technical field, have strong software development skills, and a solid understanding of machine learning concepts. Internships are paid and last for a minimum of 12 weeks, typically at an hourly rate between $40 and $110.

Qualifications

• Currently pursuing a PhD with an expected graduation date in June 2027 or later.
• Successful track record in research of 3D/4D scene reconstruction or neural graphics.
• Solid understanding of machine learning and hands-on experience training ML models.

Responsibilities

• Explore GS model compression strategies using open datasets.
• Contribute to additional dataset requirements for representative scenes.
• Characterize trade-offs among GS model size and training time.
• Identify strategies to reduce training/encoding time.
• Design and implement a proof-of-concept for GS-based rendering.

Skills

Software development skills

Machine learning concepts

3D/4D scene reconstruction

Python programming

Education

PhD in Computer Science, Engineering, Math, or Statistics

Job description

Netflix is seeking a Gaussian Splatting intern in Los Gatos, CA, to work with the Video Algorithms team. You will explore model compression, trade-offs in model size, and contribute to the development of a proof-of-concept showcasing GS rendering. Ideal candidates are pursuing a Ph.D. in a technical field, have strong software development skills, and a solid understanding of machine learning concepts. Internships are paid and last for a minimum of 12 weeks, typically at an hourly rate between $40 and $110.