Senior Computer Vision Engineer
🚀 Why join Polycam?
Polycam's mission is straightforward: Democratize 3D capture and make it universally useful.
We want to empower creators, builders, and businesses with access to the most advanced 3D capture technologies, wrapped up in a thoughtful system that makes them effortless, easy-to-use and deeply helpful to their work.
By allowing people to transform their real world into high-fidelity 3D models using their everyday devices, Polycam is bringing a whole new generation of builders into the world of 3D. We believe the future of 3D creation is more than a niche skill; it's a universal language.
Polycam is a company that’s aware of its place in the history of imaging and photography. Our central goal is to deliver incredible 3D imaging capabilities to as wide of an audience as we can and watch what their creativity and excitement can do. To do that, we’re focused on making 3D capture seamless, affordable, and collaborative. We believe that people will do incredible things when handed wonderful technology, and we strive to get Polycam into as many hands as possible.
If you’re passionate about creativity, innovation, and making a significant impact, Polycam is the place for you!
What You'll Do:
Polycam is hiring a Senior Computer Vision Engineer to help improve our mobile 3D capture pipeline. You will be working with a small team of other senior CV engineers with decades of experience working on 3D reconstruction, to help solve some of the hardest problems in 3D computer vision. You can check out some details on our current pipelines for scanning large spaces and generating floor plans. The focus of the CV team is to develop and productionize technology which makes 3D reconstruction as accurate, accessible and useful as possible. We are looking for someone who is excited about building great tools that empower creators and professionals.
đź“Ś Required Qualifications:
- Experience working in 3D reconstruction, with deep experience in at least one part of the stack (camera calibration, SfM, depth estimation, mesh reconstruction, texturing)
- Strong analytical mathematics, 3D geometry, linear algebra fundamentals, and numerical optimization
- Strong C++ coding skills and engineering best practices
- Experience with systems for deploying code, backend infrastructure, or mobile device development
🌟Bonus Qualifications:
- Infrastructure experience (JavaScript, TypeScript, SQL, databases, batch jobs, server integration, spot instances, etc.)
- Experience deploying algorithms to run on resource constrained devices like mobile phones
- Experience using Swift or React Native
- Experience using Python & PyTorch
- Experience training or testing out AI models
- Experience working with NeRFs or Gaussian Splatting
- Knowledge of machine learning model architectural elements (Diffusion, vision transformers, encoders, etc.) and tasks (segmentation, detection)
- Masters or PhD in computer vision, computer science, math, physics or related subject
Salary Range:
The salary range for this position is $185,000 - $255,000. We take into consideration an individual's background and experience in determining final salary- therefore, base pay offered may vary considerably depending on job-related knowledge, skills, and experience. The compensation package includes medical, dental, vision, financial, and other benefits and equity.
Benefits:
At Polycam, we take care of our team! We offer comprehensive medical, dental, vision, and life insurance to keep you and your loved ones healthy. Enjoy additional tax advantages with our Dependent Care FSA. Planning for your future? We've got you covered with a 401(k) plan. And to keep things exciting, we organize biannual field trips to sites across the nation!
Disclaimer:
This job description is just the starting point! It’s not an exhaustive list of every task, duty, or responsibility you'll handle. Things change, and so might your role. We’ll keep you on your toes with new challenges and opportunities.
Physical Requirements:
This role involves extended periods of sitting at a desk and working on a computer.
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