Research Scientist (Computer Graphics, Vision and Machine Learning)

Scanline VFX LA, LLC; Los Angeles (CA); On-site; USD 100,000 - 140,000; Full time

Job summary

Scanline VFX LA, LLC seeks a Research Scientist specializing in computer vision, graphics, and machine learning to advance high-quality image generation. The role involves research in dynamic scene capture and algorithm design for 3D reconstruction.

Ideal candidates hold a PhD and have a strong publication record, along with hands-on experience in related technologies. This position emphasizes collaborative work with engineering and production teams to achieve production-quality results.

Qualifications

• PhD in a related field is required.
• Strong publication record as first author in top-tier conferences.
• Deep expertise in computer graphics and machine learning.

Responsibilities

• Conduct applied research focusing on high-fidelity reconstruction.
• Design and implement algorithms for 3D reconstruction.
• Lead data acquisition to support machine learning algorithms.

Skills

Computer Vision

Computer Graphics

Machine Learning

3D Reconstruction

Dynamic Scene Capture

Photorealistic Rendering

Image Processing

Interpersonal Skills

Education

PhD in Computer Graphics, Computer Vision, or Machine Learning

Job description

Overview

We are seeking a highly skilled Research Scientist with a strong background in computer vision, computer graphics, and machine learning. This role is ideal for candidates passionate about generating high‑quality images and advancing the state of the art in dynamic scene capture, reconstruction, and novel view synthesis.

Responsibilities

• Conduct applied research in computer graphics and machine learning, focusing on high‑fidelity reconstruction and photorealistic image synthesis.
• Design, implement, and evaluate novel algorithms for Dynamic Gaussian Splatting, 3D reconstruction, and performance capture.
• Lead high‑quality data acquisition and curation efforts to support next‑generation machine learning algorithms for VFX and virtual production.
• Prepare and publish research at top‑tier conferences (SIGGRAPH, CVPR, NeurIPS, ICCV, ECCV, ICLR).
• Collaborate closely with engineering, production, and business teams to integrate research outcomes into production workflows, aiming for production‑quality results rather than research demos.
• Identify and champion new research directions that can have significant impact on content creation and virtual production.

Qualifications

• PhD in Computer Graphics, Computer Vision, Machine Learning, or a closely related field (required).
• Strong publication record as first author at top‑tier conferences (SIGGRAPH, CVPR, NeurIPS, ICCV, ECCV, ICLR).
• Deep expertise in computer graphics and machine learning, with demonstrated experience in 3D reconstruction, dynamic scene capture, and photorealistic rendering.
• Hands‑on experience with Dynamic Gaussian Splatting, 3D reconstruction techniques, and either diffusion models (image/video) or transferable experience with transformer architectures.
• Strong interest and attention to detail in image and signal processing, with a drive to achieve high‑quality, production‑ready results.
• Exceptional interpersonal and communication skills, with the ability to work collaboratively in a fast‑paced, multidisciplinary environment.
• High level of ownership, initiative, and a positive, problem‑solving attitude.
• Passion for movies, TV, and storytelling (preferred).

EEO Statement

We are committed to ensuring fair and equal treatment of your application. When you apply for a role with us, you will receive consideration based solely on your qualifications.