Computer Vision / Machine Learning Software Engineer (вакансія неактивна)

● MS/PhD in Computer Vision, Deep Learning, or a related field
● 3+ years of experience building deep learning architectures for commercial products
● Proficiency in Python (particularly, numpy, scipy, pandas, scikit-image, and scikit-learn) and working knowledge of C/C++
● Proficiency with at least one deep learning framework such as PyTorch, TensorFlow, Theano or Caffe
● Proficiency with CNN architectures such as ResNet, VGG, UNet, Stacked Hourglass, MobileNet, pix2pix, and CycleGAN
● A good understanding of the fundamentals and best practices of deep learning.
● Experience with open-source vision packages such as OpenCV
● Experience with data cleaning, analysis, and developing efficient, accurate data annotation schemes.
● Experience with deep learning model deployment at scale
● Experience with commercial software development processes: good software hygiene regarding code documentation, unit testing, bug tracking, and version control.
● Highly motivated, proactive team player with strong technical collaboration skills and desire to learn quickly and to develop new skills.

● Experience with GPU programming, network optimization, and deployment.
● Experience with Lightfield technology
● Experience with stereo vision, photogrammetry, computational photography, or related tasks
● Experience with Java, Android, and/or Javascript
● Publications relevant to Computer Vision and/or Deep Learning

● Great experience and professional growth by working on cutting-edge technology products in a highly skilled and friendly team
● Paid 22 business days of annual vacations (+1 day for each service year)
● Paid sick leaves
● Paid days off on Ukrainian official holidays
● Paid maternity and paternity leave
● Medical & life insurance
● Gym membership
● English language classes
● Regular education, workshops and conferences
● Paid lunches in the office
● Fruits and snacks, coffee, tea and beverages in the office
● Monthly team building cool events
● Opportunity to choose the equipment for work

As a Machine Learning / Computer Vision Software Engineer, you will develop software and models that marries cutting-edge computer vision and deep learning with Leia’s Lightfield technology.

Some of the core vision tasks you might work on are:
● Depth from a Single Image
● Real-time stereo to multi-view for videos
● Disparity Estimation
● Photorealistic style transfer
● Inverse Rendering
● Stereo Super-resolution

While a strong focus will be on Deep Learning model training and deployment, you may also be involved in dataset generation, data cleaning, augmentation, and optimization for running on various platforms.

Leia is the leading provider of 3D Holographic Lightfield displays and content services. Our vision is to change the way we connect, create, educate and learn by transcending the device — making memories more present, connections more human and life richer. We don’t try to put life onto screens; we bring screens to life through interactive, immersive, and immediate 3D Lightfield experiences.

When was the last time technology genuinely surprised you?
When was the last time you held something in your hands that felt new and exciting?
When did you last say WOW?

In a world of passive viewing, Leia is a breakthrough. Instead of telling you about this future, we’ve built it.
Come join a team that’s ready to redefine the digital experiences of tomorrow!