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Renesas Electronics India Pvt. Ltd.

Sr Application Engineer - SDK, Application

Early Applicant
  • 4 months ago
  • Be among the first 50 applicants

Job Description

  • You will develop highly optimized software for proof-of-concept implementations of automotive ADAS computer vision applications on the Renesas R-Car V-series devices, exploiting DSP, GPGPU, SIMD, CNN, and multi-threading architecture features
  • You will discuss requirements for the next-generation ADAS products that comprise tools, software, and hardware
  • You will leverage an Eclipse-based toolchain featuring a high-level compiler, hardware acceleration simulators, and detailed analysis and profiling tools to support you through performance and data flow optimization tests
  • You will utilize existing code libraries for computer vision applications
  • You will further grow the scope of those libraries for use in generic ADAS application contexts

Your main responsibilities will be in the following areas:
  • Develop and define advanced ADAS reference application (Surround View, Vision computing, Image quality enhancement w/ ISP, and HW accelerator) use cases leveraging R-Car SoC and software infrastructure.
  • Collaborate with sales, automotive product line marketing and applications engineers to generate winning reference software & application demos needed to establish clear dominance through best-in-class overall whole product.
  • Enhance capabilities by extending the support of reference applications, HW accelerator use cases, and other connectivity applications
  • Conduct benchmarks of industry standard AI models and suites, emphasizing the competitiveness of our current and future platforms.
  • Provide support to our customers as an application engineer to accelerate development of customer solutions and to create easy to use collateral such as application notes and reference solutions.
  • Work closely with hardware and software product development organizations to validate the performance of SoC products and optimize various aspects including computation, operational, and power.
  • Bring up video input pipeline on R-Car Vx hardware platforms and with model/simulator
  • Pre-developing video software features in collaboration with multiple teams, debug and fix related bugs
  • Bring up hardware accelerators, AI and ISP on R-Car V-series hardware platforms and with model/simulator optimize and improve performance of the software product
  • Prototyping video input processing features for future products and design
  • Pre-developing computer vision software features in collaboration with multiple teams, debug and fix related bugs.
  • Define and execute performance evaluations with focus on standard and advanced KPIs
  • Discuss requirements for future ADAS products i.e., tools, software and hardware with the respective system architecture and development teams
  • Document proof of concept code and benchmark results and provide meaningful application notes to both internal and external customers
  • Support renesas automotive customers with renaissance R car communication software, communication focused and generic hardware accelerators, and debug reported issues
  • Prepare training material and conduct workshops to train field teams and customers on Renesas innovative AI and ADAS solutions support the development of cutting edge demos and reference designs
  • Enhance HWA capabilities by leading strategy sessions with our technology partners.
  • Providing support to field teams as needed to generate opportunities and facilitate design-ins.
  • Stay abreast of latest technology trends in the field of AI, General Purpose Computing, middleware; develop recommendations and competitive feature set to keep the hardware and software product at the cutting edge and best-in-class through continuous improvement.
  • Support Sr. Director of automotive product line and interact with other group managers to ensure successful deployment of strategic initiatives.

Qualifications

Overall:
  • 10+ years industry experience in embedded software development with a proven track record in translating complex use cases requirements into design, system specifications, standards, and software solutions.
  • Ability to work independently with strong motivation towards meeting deadlines with efficiency and focus
System Knowledge:
  • Strong hands-on knowledge of neural network frameworks like TensorFlow or Pytorch, as well as machine learning algorithms and related middleware
  • Strong hands-on knowledge of automotive operating systems. Strong knowledge of Linux required with knowledge of at least one other automotive operation systems expected (QNX, Android, AUTOSAR, etc )
Architecture
  • System architecture experience for heterogeneous / multi-core embedded SoC computing platforms consisting of general compute, GPU, specialized AI hardware, and image processing accelerators.
  • Familiarity with automotive safety concepts including ISO26262 and Freedom From Interference (FFI)
Development
  • Embedded system software development experience including low level firmware, kernel, and user space components on an SoC product comparable to the Renesas R-Car family
  • Ability to develop and debug on both real hardware as well as simulation and emulation environments
Debug:
  • Software debugging including CLI, PCB, and application level debug techniques
  • Ability to debug high speed communication interfaces including HW/SW co-debug
Collaboration:
  • Ability to collaborate with sales, marketing, architecture, customer, and other groups to create best in class reference solutions, solve problems, and enable customer success
  • Ability to expand upon existing solutions in collaboration with architects and prior design teams
  • Ability to work independently as well as in small teams
Communication:
  • Excellent written and verbal communication due to frequent customer and internal communications; ability to provide direct, efficient, and clear customer communications under pressure
  • Familiarity with global business cultures (Japan, Europe, US, India) and strong cross cultural sensitivity
  • Familiarity with verbal and written Japanese (nice to have)
Travel:
  • Flexibility to manage occasional international travel on short notice to support customer success or internal initiatives

More Info

Industry:Other

Function:Automotive

Job Type:Permanent Job

Skills Required

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Date Posted: 11/07/2024

Job ID: 84154577

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