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John Deere

Staff Engineer - Robotics

Pune, India
TensorFlow PyTorch AWS Machine Learning Python C++ OpenCV Deep Learning
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Description

Title: Staff Engineer - Robotics - 108269
Primary Location: India (IN) - Maharashtra  - Pune   
Job Grade: 09 
Employee Referral Bonus: Referral Bonus will be provided as per Company's policy.

Duties:

  • The position shall provide Technical Engineering leadership for Computer Vision Machine Learning based application development projects
  • Lead project teams and drive project execution, within acceptable cost, quality, and schedule
  • Understand product requirements, prepare concepts/proposals, define execution plan, align stakeholders on delivery schedules
  • Creates,
  • analyzes technical requirements to
  • determine the best technical solution for complex problems or projects of difficult scope
  • Resolve software/schedule conflicts arising out of integration
  • Facilitates communication with stakeholders for roadblocks, dependencies and ensures team stays productive
  • Ensure quality deliverables from the team, perform design / code reviews, develop plans on test strategy
  • Stay abreast of the latest technological changes in the areas of CVML and introduces the same to the team
  • Contribute via technical papers , presentations in area of CVML as well as support the team in the same

Required:

  • 12 to 15 years of excellent experience in the areas of Computer Vision & Machine Learning
  • Deep knowledge & experience of:-
    • Image processing, Computer Vision, Machine Learning
    • Machine learning techniques, analysis, and algorithms
    • Object detection, tracking and recognition.
    • Mono & Stereo Camera Calibration & Imaging
    • Stereo Camera & Lidar 3D data processing, 2D and 3D Transformations
    • Building production-grade Neural Network models using Computer vision techniques
  • Proficiency in: -
    • Python, C++
    • Image Processing and computer vision libraries like OpenCV
    • Programming with strong experience in Data structures, algorithms
    • Deep Learning fundamentals and experience with frameworks, such as TensorFlow, PyTorch, Caffe , Scikit
    • Common Data science tool kits,
    • Edge Compute - Embedded OS, Linux 

Desired :

  • Experience in Robotics
  • Sensor fusion of Camera, LIDAR, RADAR, GNSS etc.
  • Experience working with AWS tools
  • Experience with ETL tools, MLOps
  • Experience of Deere Products and relevant domain

Education:

  • Bachelors / Masters / PhD in Electronics / Computer Science Engineering or similar

This Position will be posted till 06th December 2024

John Deere
John Deere
Construction Industrial Manufacturing Machinery Manufacturing Manufacturing

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