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Perception Performance Analysis Engineer

  • Location
    • Herzliya, Tel Aviv District
  • Schedule Full time
  • Posted

Description

In our Perception Performance Analysis group, we develop a scalable framework for assessment and operational research of perception algorithms, as well of sophisticated metrics above this framework.  

Perception in the domain of autonomous driving is highly challenging and involves dealing with complex driving environments, different light and weather conditions and processing data from many sensors with different sensing modalities.  

Efficiently performing the assessment of such complex algorithms, under different factors in large scale, requires creating cutting-edge SW infrastructures, running in scale and working with big data.  
Doing this and providing a complete and trustworthy assessment of different models, with high fidelity and coverage is the main goal of our Perception Performance Analysis group. 

 
We are looking for a Performance Analysis Engineer to join our Perception Performance Analysis group.  

What will you do? 

  • Perform high level performance analysis and functional testing. 

  • Gain familiarity with system requirements, system components, interfaces and development flows. 

  • Analyze performance gaps and their root causes 

  • Define and develop test plans, end-to-end tests, and reports.  

  • Define extreme cases and potential outliers and check their coverage in the validation data. 

  • Identify and analyze suitable opportunities for test automation.  

  • Support development teams and assist in debugging by collecting relevant data.  

  • Collaborate with algo and firmware teams. 

Additional Description

What we are looking for: 

  • Over 5 years of experience in Performance Analysis

  • B.Sc. in computer science or equivalent experience 

  • Outstanding system understanding 

  • Proven analytic abilities and research skills 

  • Experience in system integration and testing 

  • Experience with vision systems – big advantage 

  • Over 3 years of experience in Python 

  • Good understanding of CI flows 

  • Sense of ownership and accountability for exposing performance gaps  

  • Critical thinking and experience in test plan definitions 

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