Job Information
John Deere Staff Engineer - Robotics in Pune, India
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