Python Software Engineer for Automated Driving, Cluj

  • Company:
    Robert Bosch S.R.L.
  • Location:
  • Salary:
    negotiable / month
  • Job type:
  • Posted:
    1 day ago
  • Category:

Job DescriptionWe are currently looking for a “Python Software Engineer for Automated Driving” to work within our team.We are a strong team of professionals with activities ranging from embedded video perception, using machine learning and 3D computer vision algorithms, core technology for assisted and automated driving (oriented towards various mobile platforms such as cars, motorcycles, trains, etc.), up to data engineering and cloud-based solutions. We provide semantics to data using latest machine learning algorithms and knowledge graphs and we facilitate the connectivity of data from vehicles to the cloud through online smart data selection. Since computer vision and machine learning algorithms require a lot of computational power, another key part of an embedded video perception product is the ability to fit all these algorithms inside an embedded platform, through diverse parallelization and optimization schemes.In your role you will:You may choose one of the following topis1. Data engineering:You will develop applications for driver assistance and automated driving for data and storage managementYou will develop solutions for smart, scalable, reusable, and reliable data processing (ETL) in Big Data frameworksYou will apply and develop statistical and machine learning methods to be used data driven applications 2. Embedded Deep Learning:You will contribute to the design of an automated deep learning deployment solution on several hardware platformsYou will deploy and optimize deep learning models on specialized hardware accelerators for video-based driver assistance systems and automated drivingYou will derive performance evaluations of the optimized deep learning models You will validate and evaluate your results using hardware simulation solutions and diverse hardware targets (both development and production platforms).You will design and automatically generate C/C++ code for integration of the optimized deep learning models in the target production platformsTechnology Stack: Depending on the chosen topic, you may work with some of the technologies listed below:Programming Languages: Python (Object Oriented Programming)Versioning system: GitDocker, Kubernetes, AzureDeep Learning frameworks (Keras, TensorFlow, Caffe, etc.)Various tools and simulators from our automotive SoC vendors QualificationsQualificationsBachelor or Master’s degree in Computer Science, Informatics, Mathematics, Automation and Industrial Informatics, Electronics and Telecommunications or comparableYou have solid experience in OOP based Python Software DevelopmentYou have a good algorithms, data structures and software design backgroundYou have experience with at least one versioning system (Git, SVN), with code review methods, software documentation, task management and tracking (e.g.: Jira)You have experience with automation of flows and/or machine learning methods and toolsYou have computer vision, image processing, machine learning, deep learning, or numerical methods experienceYou have good code design skills, and you place emphasis on code qualityYou have knowledge of virtualization technologies like Docker and/or KubernetesYou have experience in working with cloud technologies (like Azure)You are passionate about self-driving cars, video technologies, algorithms, software, data and big data technologiesYou’re not afraid to think outside the box and try to find creative approaches to your challengesYou are team oriented, showing initiative, perseverance and attention to detailsYou are self-organized and able to estimate, prioritize and schedule own tasksYou have experience with Agile methodologiesProficiency in English is mandatory. German know-how is a plus.Nice to have: You are passionate about self-driving vehicles, video technologies, algorithms, software, dataYou have an engineering mindset and a strong interest in new technologiesYou have experience with C/C++ programmingYou have experience in working with cloud technologies (like Azure)You have some experience with scheduling and monitoring of workflows, in technologies like Apache Airflow