Machine Learning Research Intern
IdeogramSalary not specified
Part Time
Entry Level & New Grad
Not SpecifiedCompensation
InternshipExperience Level
InternshipJob Type
UnknownVisa
Visual Effects, EntertainmentIndustries
Requirements
- Enrolled in PhD in Computer Vision, Graphics, Artificial Intelligence, and/or Machine Learning
- Proficiency in Python and other related programming languages
- Practical experience working with multi-GPU-node neural network training, architecture design for video/image generative AI or 3D reconstruction, as well as large-scale data processing parallelization
- Profound knowledge of content (re)creation using generative AI, including diffusion models
- Effective communication skills, both verbal and written
Responsibilities
- Engage in quick iterations of hands-on research in the field of video/image generative AI and 4D neural reconstruction/representation
- Balance between research and engineering, and develop state-of-the-art techniques to address high-priority challenges in the field of filmmaking, content (re)creation, and visual effects/enhancements (stylization, relighting, super-resolution, bit depth, etc)
- Align closely with filmmakers and artists to prototype AI tools for their final pixel quality, production scaling, efficiency, and creativity
- Conduct experiments to validate research hypotheses and incubate new ideas into publications
Skills
Python
Generative AI
Diffusion Models
3D Reconstruction
4D Reconstruction
Neural Networks
Multi-GPU Training
Computer Vision
Machine Learning
Large-Scale Data Processing
Scanline VFX
Provides visual effects and real-time production
About Scanline VFX
Scanline VFX specializes in creating visual effects for films and television. The company uses its proprietary fluid simulation software, Flowline, to produce realistic natural elements like fire, smoke, and water. This software has been recognized with an Academy Award for its technical achievements. Scanline VFX stands out from its competitors by combining a large, diverse team of over 1,200 professionals with significant investments in its technology and infrastructure, particularly from Netflix. This allows them to take on a wide range of projects, both for Netflix and other clients. The goal of Scanline VFX is to help filmmakers achieve their artistic visions while pushing the limits of what can be done in visual effects and real-time production.
Grünwald, GermanyHeadquarters
1989Year Founded
M_AND_ACompany Stage
Design, EntertainmentIndustries
1,001-5,000Employees
Benefits
Professional Development Budget
Flexible Work Hours
Risks
Increased competition from emerging VFX studios in Asia.
AI-driven VFX tools may disrupt traditional workflows.
Volatility in streaming service investments could impact Scanline's project pipeline.
Differentiation
Scanline VFX's proprietary software, Flowline, creates photorealistic natural phenomena.
Eyeline Studios offers unmatched flexibility in real-time filmmaking.
Scanline VFX has a global presence with studios in seven key locations.
Upsides
Netflix's investment enhances Scanline's pipeline and infrastructure.
Rising demand for high-quality VFX in streaming content benefits Scanline.
Expansion into South Korea capitalizes on emerging market opportunities.
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