Senior Computer Vision/Machine Learning Software Engineer

Overview

3DISC specializes in state-of-the-art 3D imaging solutions primarily for dental clinics. Its flagship intraoral scanner is based on innovative concepts that provide high scanning speed, accuracy, and compactness. The 3DISC research and development team is a global team working in France, USA, and South Korea.

3DISC provides a dynamic work environment with more than 50 dedicated employees engaged in delivering targeted solutions for the dental market. The R&D team is growing fast and requires a strong contributor to enhance and innovate computer vision solutions to meet current and future market demands. The Senior Computer Vision Software Engineer will contribute to the development of inventive solutions for accurate real-time camera tracking and 3D reconstruction, 3D scan registration, and 2D/3D image analysis for dental applications. As a team member you will be involved in the entire problem-solving process, from initial concept through analysis, algorithm design, exploratory prototyping, software design and implementation, demonstration, and deployment. The ideal candidate has experience writing well-designed, maintainable, optimized, and extensible code.

Objectives:

· Provide support to maintain and improve performance of existing computer vision algorithms

· Implement third party and novel computer vision and/or machine learning algorithms to offer product improvements and novel product offerings

· Evaluate the performance of implemented algorithms and determine readiness in terms of computation time and functionality for product integration

· Document and report algorithm implementations, test results, and future improvements

· Develop, integrate, and test computer vision or machine learning solutions to ensure proper operation of system

· Optimize algorithms in C++ for a real-time processing environment by leveraging parallelization, creative implementations, and/or CUDA

· Establish robust interfaces between compute vision algorithms and other software components for seamless operation

· Work collaboratively in a software development team to respond to customer-driven feedback

Profile:

· MS or PhD (preferred) degree in Computer Science or Engineering with a concentration in Image Processing, Computer Vision, Robotics, or Machine Learning

· Experience in 3D computer vision and/or video processing/analytics

· 3 years + of computer vision/machine learning algorithm development for commercial products

· 3 years + of real time algorithm development in a Windows environment

· 5 years + of commercial software development experience

· Proficient in C++

· Proficient in object-oriented programming

· The ability to communicate complex ideas orally and in technical writing

· Excellent analytical and problem-solving skills

Desired skills:

· 3D registration, 3D reconstruction, Simultaneous Localization and Mapping (SLAM)

· Object detection, object tracking and object classification

· Machine learning algorithms for vision problems, including deep learning

· Real-time video analytics pipeline

· CUDA programming

· Ability to work both independently and collaboratively in a team environment

Pay: From E£2,000.00 per month

Application Question(s):

• How many years of work experience do you have with C++?
• How many years of work experience do you have with CUDA?
• How many years of work experience do you have with 3D Reconstruction/SLAM?

Work Location: In person