Computer Vision Engineer

SENIOR COMPUTER VISION ENGINEER

XYZ Reality are a leading Augmented Reality technology company based in London. We have developed the worlds first AR HMD for Construction that aims to eliminate 2D plans. This allows builders, for the first time, to walk on site and use AR/3D models to construct from start to finish enabling the possibilities to Build it right, First time!

We are looking for a talented Senior CV Engineer to join our fast-growing AI Team. The department is working with ground-breaking technologies and are all fearless innovators. If you want a challenge, to push the norm and take on the improbable (not impossible) then this could be for you.

This role will report directly into our Computer Vision Lead and will be working with our cutting-edge technology that created our product, the Atom.

Key Responsibilities

• Researching image level features for downstream vision tasks (including learned and hand crafted features)
• Youll be looking to solve the many facets scene understanding in the construction environment
• Creating sensor data collection software for on-site data collection and validating vision algorithms
• Creating and optimising vision algorithms for target embedded architectures
• Work cross functionally across different departments (e.g. hardware, design, ops and graphics teams)
• Test different sensor modalities to develop and feed vision algorithms (depth, TOF, lidar) Experience

Skills, Knowledge & Expertise

• Experience with Object Detection and Segmentation (Instance or Panoptic) ML architectures
• Experience with ML Algorithms and feature creation (e.g. Bayesian, Random forest, MRF/CRF, HMM)
• Strong understanding of Computational Geometry (Rotations, projective geometry, quaternions)
• Experience of 3D Reconstruction algorithms
• Experience with photogrammetry modules (e.g. Kinect, Intel realsense (D4355/T265), Xivisio or similar)
• Programming skills in Python, and C++
• Machine Learning Framework: TensorFlow or PyTorch
• Experience of Traditional Computer Vision and Vision Processing Techniques: Morphology, Connected Components, Segmentation, Feature Descriptors/Tracking

Bonus:

• Optimising inference for multiple target compute architectures (NVIDIA/CUDA/TensorRT, Intel/OpenVino, AI accelerators)
• Experience with real time game engines or renderers (e.g. Unity, Unreal, Blender)
• Experience with data bases (mongodb, SQL)

Benefits

• Competitive Salary
• 25 days paid holidays plus bank holidays
• Company pension
• Flexible working hours
• Private Healthcare
• Easily accessible location (2 min walk from tube station)
• Opportunity to develop skills and learn cutting edge topics along with highly talented team-mates
• You will be heard
• Cycle to work scheme
• Start-up culture, modern, friendly environment including:
• Bi-weekly free lunch
• Fresh fruit every week
• Unlimited tea, coffee, and soft drinks in the office
• Office drinks every Thursday evening
• Summer and Christmas parties
• Casual dress code
• Playing a valuable part in revolutionising the industry.

At XYZ, we believe that our greatest strength lies in the diversity of our team. We are dedicated to creating a workplace culture that embraces and celebrates the unique perspectives, experiences and backgrounds of our employees. Our mission is to empower each member of our team to bring their full, authentic selves to work every day. We believe that diversity drives innovation and creativity, which are essential to our success as a company. By valuing and promoting equality and diversity, we create an environment where all voices are heard, all ideas are considered, and all individuals are empowered to make a meaningful contribution to our shared mission.