Senior Python Developer
As Senior Python Developer you would be able to design and develop tools for conversion of machine learning models to embedded platform.
Your role:
- Development of framework for offloading and running CNN models (Caffe, TensorFlow, ONNX) on an embedded platform with heterogeneous accelerators (ARM, CNN, MTMD, SIMD (GPU))
- Architectural design of the necessary tools (CNN split and memory manager with optimizations)
- Integration, Testing and Validation of tools on the target Windows/Linux environment
- Team work and coordination according to agile methodology (SCRUM)
Requirements:
- University degree in computer technology or computer science
- Strong knowledge and minimum 3/5 years of work experience in Python development
- Understanding of software development for Windows/Linux OS
- Understanding of principles of operating systems, development of multithreaded applications, real time operating systems
- Good understanding of algorithms and debug techniques
- Active use of English in spoken and written communication
- Orientation towards team work
- Initiative and independence in solving daily tasks
Preferred skills and knowledge:
- Experience with CNN and Caffe/TensorFlow/ONNX modeling and network training
- Solid theoretical background on CNN layers (convolution, ReLU, Pooling, eltwise, etc.)
- Knowledge of C/C++ is a plus
- Experience with CMake
- Knowledge of working with version control system: Git and Gerrit
If you do not have this knowledge, we will give you an opportunity to master it.
Benefits of joining our team:
- The result of your work will be integrated into products of world leading companies
- Professional and academic development in cutting edge technologies, as well as support for participation in national and international scientific conferences
- Well paid job
- Work in a new and modern setting with the latest platforms and tools
- Pleasant and relaxed ambiance, team spirit, team-building activities (recreation, entertainment, cultural events, etc.)
- Flexible work schedule and casual dress code
- Possibility to travel and work abroad in joint projects with global leading companies
Location: Belgrade
We thank all the candidates that show interest in our company, but only shortlisted candidates will be contacted.
RT-RK is an R&D company and national research institute that delivers development services and own products in the arena of real time embedded systems, with strong focus on consumer electronics and automotive. Headquartered in Novi Sad, with offices in Belgrade (Serbia), Banja Luka (Bosnia and Herzegovina) and Osijek (Croatia) with over 1000 engineers, RT-RK is one of the biggest development houses in the Southeast Europe. The company’s business is structured in two big categories: professional services (outsourcing, near shore development centers), and own products. BMW, Harman, DENSO, FotoNation, Autoliv, Ask Industries, TTTech, MIPS/Imagination, CISCO, Cirrus Logic, Xiaomi, Harman Kardon, Onkyo & Pioneer, Starkey Hearing Technologies, Marvell, iWedia are some of the clients, with whom our engineers have the opportunity to work. The main areas of our expertise are: embedded systems, TV software, DSP, industrial and automotive software, FPGA, product design, and small scale production.
www.rt-rk.com
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