Visteon Corporation · 2 days ago
Sr. Data Scientist II
Visteon Corporation is advancing mobility through innovative technology solutions for a software-defined future. They are seeking a Senior Data Scientist II responsible for designing, developing, and deploying motion planning and control algorithms, as well as software development and data analysis in the context of vehicle systems and ADAS functionality.
AutomotiveElectronicsManufacturing
Responsibilities
Responsible for: Core Technical Skills: Motion Planning & Control: Proficiency in designing, developing, deploying, and evaluating motion planning and control algorithms ; Solid foundation in control theory (PID, nonlinear techniques, optimal, etc), system modeling, simulation, and vehicle dynamics; Experience with real-time control systems for data acquisition and processing
Software Development: Expertise in model-based design using MATLAB, Simulink, Stateflow, and dSpace for code generation (C/C++); Practical experience using Linux for software development, including ROS tools; Development of nodes within DDS compliant publisher-subscriber protocol in a static network environment setting
Vehicle Systems: Proven experience in longitudinal and/or lateral controller development for drive-by-wire vehicles (low and high-speed domains); Ability to develop vehicle system identification experiments, parameter estimation, and controller KPI analysis; Proficient with Kalman filters for vehicle state estimation; Familiarity with CAN tools (Vector) for vehicle communication data analysis and DBC file handling
Data and Analysis: Advanced data analysis skills using MATLAB and Excel
ADAS and Embedded Systems: ADAS Functionality: Proficient understanding of L2 and L3 ADAS functions; Basic understanding of the ADAS end-to-end pipeline (sensors, perception, SLAM, fusion, planning, functions); Embedded Platforms: Basic understanding of embedded ADAS platforms, heterogeneous SoCs (Safety Island, GPU, NPU); Basic understanding of mixed critical embedded systems; Basic understanding of hypervized multi-domain platforms; Basic understanding on VIP and VIP-less architecture (built-in safety island on SOCs) and safety OS; Deploying software compute nodes/modules in a distributed architecture
Testing and Simulation: Experience with HIL/SIL simulations for rapid prototyping (IPG CarMaker, VTD, Carla); Familiarity of some hardware like Kistler, Novatel systems for ground-truthing sensors and for DAQ (data acquisition) purposes
Processes and Compliance: Software Development Lifecycle: Familiarity with software development lifecycle tools (GitLab, Jira, IBM RTC); Experience in customer requirement analysis and deriving details feature level requirements for software development; Being able to document software design document to be able to design the interface with other teams like planning, fusion and so on
Safety and Regulations: Familiarity with functional safety concepts of ISO 26262, SEooC (Safety Element out of Context) and SOTIF (Safety Of the Intended Functionality); Familiarity with NCAP, GSR, NHTSA and other regulatory requirements
Vehicle Testing: Being able to drive around the drive-by- wire vehicle for testing software
Qualification
Required
Masters degree (or higher) in Mechanical Engineering, Automotive Engineering, Electrical Engineering, Computer Engineering or Robotics, or related field
Two (2) years of experience in the job offered or related occupation
Experience in control theory (such as PID, nonlinear techniques, optimal, etc)
Experience in system modeling, simulation, and vehicle dynamics
Experience with Model Predictive Control (MPC) for obstacle avoidance
Experience with Kalman filters for vehicle state estimation
Experience in development & testing evaluation of speed control for lead vehicle following and Yaw control for path tracking
Experience with functional roles with a cross-functional team like ADAS and Vision Applications
Company
Visteon Corporation
Visteon is advancing mobility through innovative technology solutions that enable a software-defined and electric future.
Funding
Current Stage
Public CompanyTotal Funding
unknown2000-06-16IPO
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