Apostera is a pure Automotive software product company with the vision of bringing mobility world that we all live today to a new area of unavoidable tomorrow — area of autonomy.
29 декабря 2021

Senior/Middle CV/ML Engineer

Киев, Одесса, удаленно

Необходимые навыки

We are looking for a highly skilled SW Engineer to join our growing Apostera team helping us to develop state of the art mixed reality applications for automotive solutions including Computer Vision, Machine Learning and Environment and Sensors Fusion math. The ideal candidate will have prior experience with similar SW for real-time system designing it in the way to get well-structured, easily-readable and highly-stable source code. The great plus is prior experience in digital signal processing, objects recognition and tracking and GPU compute.
Key Competencies:
• Drive for Results
• Team-work and cooperation
• Problem solving and decision making
• Ability to deal with ambiguity
Skills Required:
• 3+ years of engineering experience
• Strong Computer Science fundamentals (data-structures, algorithms, etc.).
• Strong Object-Oriented Programming and Design knowledge (e.g. design patterns)
• Good C++11 and STL knowledge
• Good linear algebra knowledge
• Strong knowledge of probabilistic theory, signal processing algorithms
• Strong computer vision algorithms knowledge and ability to apply simple and working solutions
• OpenCV/Tensor Flow working experience
• Machine Learning/Deep Learning techniques
• MS or BS in Computer Science or Applied Mathematics.
• Intermediate English

Будет плюсом

• Projective geometry/camera coordinates transformations
• Experience with Linux OS
• Debugging under Linux
• Boost knowledge
• Experience with multithreading
• Understanding of dynamic libraries
• Embedded real time system development
• Experience with CUDA optimization
• Python


• Software development for ADAS and infotainment systems and solutions
• Research and development of ADAS related computer vision algorithms (e.g. forward looking camera pedestrian detection and tracking)
• Verification of implemented software (unit test, etc.)
• Optimization of existing algorithms to achieve real-time performance under target platform
• Involvement to requirements analysis, architecture development, design
• Review of software requirements, architecture and design documents and implementation
• Following of the processes specific to automotive industry and software development in general
• Communication with customer (optional).

О проекте

Our Mixed-Reality Navigation Guidance solution merges the virtual and real worlds into one helping drivers understand an exact way where to make a maneuver, therefore making the driving experience more enjoyable, safe and carefree.
Together with the Team of experts in Automotive, Navigation, machine learning, Computer Vision and sensor fusion technologies, we have introduced to the market the first MR Navigation prototype in the real car running on automotive grade quality HW. We are happy to onboard a team player who is passionate about technologies and product idea.
Today with over 100 employees worldwide we are recruiting top talent to our sites in Saint-Petersburg to deliver a solution to production for one of the luxury European OEM.