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Computer Vision Engineer - Body Sensor Networks

Xsens Entertainment

Enschede
Full-time
5-10 years experience
Hybrid

Key Skills

Computer Vision
Deep Learning
Human Pose Estimation
Camera Calibration
Camera and Lens Models
Multi-View Geometry
Sensor Fusion
Python
C++
OpenCV
Synthetic Data Generation
Real-Time Model Deployment
ONNX
TensorRT
Quantization
Motion Capture

Job Description

Do you get excited about building cutting-edge perception systems that work reliably in the real world? Do you have a strong foundation in computer vision, robotics, or sensor fusion? Are you interested in shaping new technology capabilities within a growing and innovative high-tech company, where people and fun are part of our core values? We’d love to have you! Who Is Xsens Xsens is a leading full-stack provider of sensors, software, and analytics that enable the digitization of movement. Xsens serves entertainment, humanoid robotics, health & sports and automation & mobility markets. By turning complex motion data into actionable insight, we help our partners accelerate development, improve control and learning, and bring physically intelligent systems to life. We collaborate with leading global innovators including Boston Dynamics, Toyota, Siemens, Electronic Arts, Epic Games, Netflix, and 20th Century Studios, alongside more than 1,000 research institutions, humanoid robotics companies and universities worldwide. Your role as a Computer Vision Engineer at Xsens As a Computer Vision Engineer, you will lead camera-based perception for Xsens motion capture. Your role is to establish Deep Learning and Computer Vision pipelines to turn camera images into human pose estimate. You will learn from the highly-skilled team of sensor fusion experts, biomechanists and mathematicians. You will be its computer vision specialist, and report to the Technology Manager. The position is open to hybrid / remote working. Key Challenges Select, adapt and fine-tune deep learning models for 2D and 3D human pose estimation from cameras, that perform robustly in challenging real-world conditions. Develop camera models and calibration routines for a range of camera and lens configurations. Evaluation of motion capture output and developing compensatory algorithms and techniques to handle camera /vision failure modes. Build training and evaluation pipelines from camera and optical motion capture recordings. Use synthetic data where real data is insufficient. Track the computer vision research landscape and assess whether new techniques are feasible for Xsens products. Xsens is looking for a hands-on Computer Vision Engineer who combines strong theoretical foundations with a proven ability to build and ship working systems. Required MSc/PhD in Computer Science, Electrical Engineering, Robotics or a related field, with years of relevant industry or applied research experience. Hands-on experience training and fine-tuning deep learning models for human pose estimation, with results evaluated on public benchmarks. Solid understanding of camera and lens models, including wide field-of-view optics, intrinsic and extrinsic calibration, and multi-view geometry. Familiarity with the output representations of common pose models, such as keypoint sets and SMPL-family parameters. Experience with tools in markerless eco-system such as OpenCV, Sapiens, and SAM3D. Proficiency in Python. Working knowledge of C++ for integrating models into an existing C++ codebase. Preferred Experience with synthetic data generation and rendering pipelines. Experience optimizing models for real-time deployment, for example with ONNX, TensorRT or quantization. Experience building datasets and benchmarks for human motion. Working at Xsens We value ingenious ideas, no matter where they come from. We believe diverse thoughts, voices, and backgrounds make us stronger as a company. We know that it is through collaboration with people from all walks of life that we make the most positive impact as an organization. Join Xsens’ innovative, ambitious, and international team, where your ideas and talents make an impact. Along with a competitive compensation package, we offer a range of benefits designed to support your well-being and help you thrive. 28 paid vacation days with an option to buy, sell, or carry over days, giving you flexibility to manage your time off as appropriate to your situation Tax perks for your sports memberships and bicycle purchase; so staying active is easier than ever. Flexible working hours and the option to work from home, helping you balance life and work Paid volunteer time: Through our partnership with Stichting Present, you have the opportunity to give back to the community during office hours Our partnership with Equip gives you on-demand access to a dedicated financial planner who provides clear guidance and a concrete plan for wealth building, pensions, and major life events. Enjoy company social events as well as fun, informal activities organized by our staff association. From movie nights and sports clinics to cooking classes and LAN parties, there’s always something happening to connect and have fun

Core Responsibilities

Lead camera-based perception for motion capture by developing deep learning and computer vision pipelines for 2D and 3D human pose estimation. Build and evaluate calibration, training, and compensation methods that improve reliability in real-world conditions, and assess emerging computer vision techniques for product use.

Requirements

A postgraduate degree in computer science, electrical engineering, robotics, or a related field is required, along with relevant industry or applied research experience. Candidates need hands-on experience training and evaluating human pose estimation models, strong knowledge of camera calibration and multi-view geometry, familiarity with pose representations and markerless tools, and proficiency in Python with working knowledge of C++.

Benefits

  • Paid Vacation Days
  • Flexible Vacation Options
  • Sports Membership and Bicycle Purchase Tax Benefits
  • Flexible Working Hours
  • Work From Home
  • Paid Volunteer Time
  • Financial Planning Support
  • Company Social Events

About Xsens Entertainment

Industry: Computer Hardware Manufacturing

Company size: 51-200 employees

Xsens Entertainment is the leading innovator in inertial motion capture. Clients and partners include Electronic Arts, NBC Universal, and various other leading companies throughout the world. We operate in many innovative markets, and are always on the lookout for new business, and technology opportunities. We are the proud makers of Xsens motion capture technology. Our culture is diverse and international. We strive to find the best people for the job. Our technology is of global significance and we strongly believe knowledge can be found everywhere.

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