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Senior Principal Architect (m/f/d) AI Multi - Sensor Perception

Date: Jun 9, 2019

Location: Garching, Germany, BY, DE

Company: HARMAN International

Requisition Id : 114816 

Additional Work Location(s) ​​​​​:  

HARMAN's Business Unit Autonomous Driving

 

HARMAN is changing mobility since decades. In the Strategic Business Unit Autonomous Driving, we are forming the technology of the future, making the world connected, smarter, safer and more relevant to the daily life.

You will work within Harman’s Autonomous Driving team, and will boost the research, creation and evaluation of systems in one or more of the following ADAS divisions: Surround view, front facing cameras, augmented reality and safety platform.

 

Tasks / Responsibilities:

 

  • Architecting, training and analyzing AI networks to extract rich semantic information from multiple car sensor modalities such as camera, radar and lidar
  • Designing and developing state-of-the-art RADAR signal processing and algorithms for mapping, localization, scene analysis, object detection and classification, object tracking, and activity recognition
  • Developing robust and real-time AI perception solution integrating multiple Radar / Camera sensors
  • Implement state-of-the-art detectors and tracking for vision using AI
  • Architect an ‘active learning’ feedback loop for Vision / Radar DL / ML systems
  • Define KPIs for AI networks developed for Radar / Camera perception
  • Develop novel machine learning / AI models to enhance precision and recall rates
  • Bring AI based radar / camera perception SW to production quality for use in ADAS/AD features; need to be able to work iteratively with large amounts of data
  • Introduce data-driven-testing methodologies to evaluate the performance of multi-modal perception algorithms

 

Required Skills:

 

  • PhD in electrical/computer engineering, computer science, applied statistics or equivalent
  • More than 5 years professional experience with vehicle systems and ADAS/Active Safety development
  • Expertise in computer vision processing / radar digital signal processing (DSP) is a must – this position requires deep FFT background; sensor fusion experience is a big plus
  • Deep understanding of common ML and DL latest algorithms; publications at CVPR, NIPS are a big plus
  • Proficiency in Python (numpy, keras, pycharm) is a must; C/C++ knowledge is a big plus

 

Your tech challenges in HARMAN’s ADAS division

 

  • Your opportunity to work on leading edge camera technologies in synergy with HARMAN Infotainment technologies to create groundbreaking new products
  • Become immersed in technologies that support autonomous driving, from level 1 to level 5
  • Develop products in partnership with HARMAN’s parent company SAMSUNG, utilizing their dominance in camera technology, semi-conductor technology, as well as artificial intelligence
  • Participate in conferences and summits and boost your technical knowledge
  • Be part of an energetic, growing team that provides significant opportunities for upward mobility within the company

 

Our Offer:

 

  • Be part of an international team working with the world's largest automotive manufacturers
  • Attractive salary package based on IG Metall Tarif Baden Wurttemberg
  • Employer contribution to company pension plan
  • Extensive technical trainings (e.g in our HARMAN University)
  • Career development opportunities
  • A great package of additional benefits such as
    • flexible working time
    • allowance for public transportation
    • language courses
    • sportevents like B2Run or a skiing trip
    • daily canteen allowances
    • employee discounts on our HARMAN (JBL, AKG, HARMAN Kardon) and Samsung products
    • and much more...

 

For further information, please contact:

Annika Friedmann

Annika.Friedmann@harman.com

+49-89-358701055

HARMAN (harman.com) designs and engineers connected products and solutions for automakers, consumers, and enterprises worldwide, including connected car systems, audio and visual products, enterprise automation solutions; and services supporting the Internet of Things.  With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon®, Mark Levinson® and Revel®, HARMAN is admired by audiophiles, musicians and the entertainment venues where they perform around the world. More than 25 million automobiles on the road today are equipped with HARMAN audio and connected car systems. Our software services power billions of mobile devices and systems that are connected, integrated and secure across all platforms, from work and home to car and mobile. HARMAN has a workforce of approximately 30,000 people across the Americas, Europe, and Asia. In March 2017, HARMAN became a wholly-owned subsidiary of Samsung Electronics. HARMAN is an Equal Opportunity /Affirmative Action employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or Protected Veterans status.  HARMAN offers a great work environment, challenging career opportunities, professional training and competitive compensation. Looking for a challenge where your experience is valued? Come see what you can achieve as a leader with HARMAN!  (www.harman.com)

 

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