Job Description
If you are interested in becoming our colleague, you can see below more about our role's main responsibilities:
· Become familiar with data storage principles, infrastructures and standards in automotive industry.
· Understand what types of data are available, and principles of data transfer from on-board to off-board (server / cloud).
· Become familiar with 5G standards and understand what the future role in auto industry is.
· Become an expert in understanding data coming from the connectivity and available on-board, with understanding how the data from the connectivity is used and what are expected benefits.
· Understand the legislation related to vehicle connectivity.
· Responsible for exploring and developing algorithms utilizing big data off-board.
· Process the data using suitable methods (like statistic / ML / AI).
· Propose algorithms (or “indicators”) that process the data and extract useful information for further processing.
· For example, indication of vehicle / subsystem performance or performance / health status.
· Find sensitivity of indicators to key driving variables so it is possible to understand the major contributors.
· Make a link between the indicators and supervisory optimization / control strategy.
· The focus is on both individual vehicle / subsystem and fleet of the same / similar vehicles or subsystems.
· Interact with all relevant teams inside the Connected Vehicle organization – controls / IVHM/ cyber.
· Work independently and actively contribute to all phases of the project, including project scoping, preparation of statement of work, work with PM to prepare feasible project time schedule.
· Coordinate the projects during the execution phase from the technical point of view.
· Report the results to key stakeholders on regular basis.
· Help to define the new solutions / offerings, support sales team and customer engagement.
· Also work in front of customers and ensure smooth transition of results towards the mass production.
WE VALUE
· PhD (preferred) or MSc in statistic / ML / AI, with background in Electrical or Mechanical Engineering
· Automotive industry understanding, and experiences is nice to have
YOU NEED
· Solid knowledge and orientation in state-of-art ML algorithms and approaches, with strong mathematical background
· Practical experiences with big data processing, including commonly used tools for ML (MATLAB, Python, etc.)
· Practical experiences with development of ML algorithms, ideally with application in auto industry
· 3+ years’ work experience in industry
· Fluent in English
· Strong knowledge and skills in ML, including both theory and applications
· Ability to learn the specifics of auto industry, fast orientation in and adaptation of new application domains
· Product oriented mindset, ability to lead the projects from the technical point of view, presentation of project status in front of project stakeholders
· Basic project management skill
