Senior/Medior OOP Software Engineer
Developing smart and reliable Electronic Control Units (ECU) and Software Platforms, jointly with TTTech Automotive, we deliver the innovative components to make highly-automated cars a reality. Curiosity and passion for high-tech innovation have made us part of the technological heart of complex field of autonomous driving and Advanced Driving Assistance Systems (ADAS). Work with us on enabling autonomous driving cars in the near future!
Your role would include
- Design and development of a toolchain for Machine Learning (CNN)
- Automatic understanding and parsing of a high level representation:
- Models described in Caffe, TensorFlow, and ONNX (optional Glow considerations).
- Provide optimization algorithms over an intermediate graph representation:
- Match the target platform architecture while maximizing the available resources under defined constraints.
- Generate lower lever representation (memory and processing hints) to be used by client’s resource manager, code generator, and compiler.
- Requirements elicitation and direct interactions with client
- Testing, Integration, and Validation of the toolchain on the target Windows/Linux environment
Requirements
- University degree in computer technology or computer science (engineering or math)
- Strong knowledge and minimum 3/5 years (medior/senior) of work experience
- Understanding of software development for Windows and Linux OS
- Strong OOP design and development skills (Python/C++)
- Experience and ability to solve algorithmic and optimization problems
- Experience and ability to create software tools with clean design and architecture
- Knowledge of working with version control system: Git and Gerrit
- Good understanding of debug and testing 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
- Theoretical knowledge of Machine Learning with focus on CNN
- Experience with CNN model design and training (Caffe, Tensor Flow, Pytorch, ONNX, …)
- Knowledge of Design Patterns
- Experience with CMake
Alternative optional skills
- Virtualization and container infrastructure (e.g. Docker)
- Experience with continuous integration (e.g. Jenkins) and unit level testing techniques
Benefits of joining our team
- The result of your work will be integrated into the products of world leading companies
- Professional and academic development in cutting edge technologies, including external trainings and certification
- Well paid job
- Work in a new and modern setting with the latest platforms and tools
- Pleasant and relaxed atmosphere, team spirit, team-building activities (recreation, entertainment, cultural events ... )
- 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
