Staff Engineer - Robotics

Pune, Maharashtra, IN, 411 013

Applications have closed

John Deere

Explore agricultural, construction, forestry machinery, technology, services and more on the official John Deere website. Find a dealer in your area or purchase online.

View all jobs at John Deere

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

* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰

Job stats:  0  0  0

Tags: AWS Caffe Computer Science Computer Vision Deep Learning Engineering ETL GNSS Lidar Linux Machine Learning MLOps OpenCV PhD Python PyTorch Radar Robotics Scikit-learn TensorFlow

Perks/benefits: Salary bonus

Region: Asia/Pacific
Country: India

More jobs like this