As a member of an R&D Team, you will be engaged in the iterated process of prototyping and/or implementation of CV algorithms, their performance measurement, data preparation, and deploying your solution.
Qualifications and Skills:
- At least 5 years of software engineering and research experience
- 3+ years in machine learning and/or computer vision domain
- Knowledge of different deep learning architectures and learning frameworks
- Knowledge of classic computer vision algorithms including OpenCV
- In-depth knowledge of Convolutional Neural Networks, including major network architectures, knowledge of activation functions, and their effects on network trainability and speed, experience in network training and tuning meta parameters
- In-depth knowledge of object detection or/and segmentation
- Knowledge of performance metrics in object detection and classification, such as mAP and related
- Experience in preparing and augmenting datasets for training
- In-depth understanding of loss functions and the ability to create custom loss functions as well as custom network layers
- Understanding of network sparsity, network pruning, and its effect on network speed and performance
- Understanding of low bit depth networks, weight quantization, and its effect on speed and trainability
- Ability to quickly prototype and implement new ideas, finding simple and accurate problem solutions
- Good written and spoken English
Would be a plus:
- Experience with CV for the automotive industry
- Experience with human pose estimation and behavior recognition
- Experience with digital image processing
- Experience with C++ and deep understanding of C++ concepts
- Experience with FPGA or/and embedded development
- Cross-platform development, code optimization skills
- Knowledge of classical algorithms and data structures
- Expertise in Linux environment
- Docker
We offer:
- Flexible working hours
- A competitive salary and good compensation package
- Possibility of partial remote work
- Best hardware
- A masseur and a corporate doctor
- Healthcare & sport benefits
- An inspiring and comfy office
Professional growth:
- Challenging tasks and innovative projects
- Meetups and events for professional development
- An individual development plan
- Mentorship program
Fun:
- Corporate events and outstanding parties
- Exciting team buildings
- Memorable anniversary presents
- A fun zone where you can play video games, foosball, ping pong, and more
