Senior Computer Vision/ML Engineer (offline)

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

About N-iX

N-iX is an international software development service company that helps businesses across the globe expand their engineering capabilities and develop successful software products. Founded in 2002, we have come a long way and increased our presence in eight countries spanning Europe, the US and Latin America.
With more than 2,000 specialists, N-iX offers expert solutions in cloud computing, data analytics, machine learning, business intelligence, embedded software, and IoT, covering a wide variety of sectors including finance, manufacturing, supply chain, telecom, energy, etc.

Company website:
https://careers.n-ix.com/

DOU company page:
https://jobs.dou.ua/companies/n-ix/