machine learning engineer in moncalieri

posted
job type
indeterminato
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job details

posted
location
moncalieri, piemonte
job category
Ingegneria
job type
indeterminato
working hours
Full Time
experience
1 anno
reference number
SE201819611
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job description

Italdesign is looking for a dynamic person, who would develop SW applications for a challenging SW project for show cars and Series products.
Italdesign is expanding research and engineering activities in the fields of Automated and Autonomous Driving. The Research Engineer on the Automated Driving team will develop software and run experiments for next generation automated driving systems. This position will include design and implementation of general purpose and embedded software. Candidates for consideration will be responsible for supporting research and developmental efforts in automated vehicle technologies.

skills

• Experience developing cutting-edge algorithms for computer vision or robotic perception • Experience developing custom software libraries for infrastructure and machine perception • In-depth understanding of common Machine Learning and Deep Learning algorithms (e.g., for classification, semantic segmentation, regression and clustering) • Practical experience in data science, statistics, and analysis of large data sets • Track record in advanced topics of Machine Learning (e.g., Bayesian inference, hierarchical models, deep learning, Gaussian processes, etc.) • Practical experience in preparing data for Machine Learning (ideally data from the robotics domain) • Fluency in in a modern programming language, such as C++ and/or Python (and their related data processing, Machine Learning, and visualization libraries) • Experience with Caffe, TensorFlow, MxNet, Keras, Theano or other deep learning frameworks. • Familiarity with: MATLAB, R, ROS, OpenCV, PCL, CUDA • Experience with data sensor such as camera, LIDAR, RADAR • Experience quantitatively evaluating algorithm performance • Good experience in designing and developing large software systems under Linux with CMake using state of the art tools such as version control (GIT), continuous integration and virtualization Additional informations • Education: Computer Science, Computer Engineering, Electrical Engineering, Electrical Computer Engineering, Software Engineering • Work Experience: 2+ years’ experience in the role • Language skills: Fluent knowledge of written and spoken English and Italian are required. Knowledge of German/Chinese would be appreciated • Workplace: Moncalieri (TO) and availability to travel. The research is aimed at both sexes (L.903/77) Youth@work approved
Lingua: Inglese

responsibilities

• Maintain and develop state-of-the-art software for next generation automated driving systems • Design and carry out execution of data collection experiments, data labeling tool development, and automated learning or performance evaluation • Evaluation of state of the art machine learning algorithms • Design machine learning algorithms from scratch • Translate generated algorithms into production-level code • Define system documentation, metrics, measurements • Present designs, challenges, experiments, and results with excellent written and oral communications skills

educational requirements

Laurea specialistica o a ciclo unico