Valeo is a tech global company, designing breakthrough solutions to reinvent the mobility. We are an automotive supplier partner to automakers and new mobility actors worldwide. Our vision? Invent a greener and more secured mobility, thanks to solutions focusing on intuitive driving and reducing CO2 emissions. We are leader on our businesses, and recognized as one of the largest global innovative companies.
Job Overview :
Customer and internal communication about ML-based LIDAR functionality
Process definition and development of ML-based projects
Requirements engineering for ML-based SW components
Define / develop validation methods for given feature
Analyze validation results and develop feature further based on the results
Perform engineering assessment of proposed change requests
Cooperate with SW developers to implement the feature into firmware
Optimization of ML models to fit into Embedded HW (TI DSP)
International travel for the purposes of data acquisition and customer communication
Applicant requirements :
Finished university-level education in the area of Cybernetics, Robotics, Computer Science, Electronic Engineering, System Engineering or similar field
Programming skills (Python - mainly ML packages and visualizations, optional C / C++)
Experience with ML-based product development - selection and preprocessing of data, model training and evaluation
Reasonable mathematical background in the area of computer vision, 3D geometry or similar
Good level of English to communicate within international teams
Proactive, quality oriented engineering attitude and team spirit
Applicant recommendations / nice-to-haves :
Experience with formal (quality-controlled) product development process
Experience with LIDAR
We offer :
6 weeks of vacation per year
flexible working hours and home office possibility
variable remuneration - monthly and semester bonuses depending on team and company results
contribution to the pension insurance after the probation period, 5% from the gross salary
meal vouchers and free time vouchers on Flexi Pass card
possibility of Multisport card
fitness room and external sports ground (football, basketball, volleyball) on site
mobility support for commuting, accommodation and moving services if you live over 20km away
company canteen offering a selection of international cuisine
easy access to work by Prague metro line A, car parking for all employees
personal development program through technical trainings and language courses
regular company teambuilding events
outdoor relax zone with a barbecue space for teambuilding
discounted prices of car spare parts and accessories
possibility to see the whole development process in one place from an idea (customer requirement) to a product testing and manufacturing
Engineer • Prague