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
Top Skills
What We Do
Life can’t evolve without innovation. That’s why we’re ideating to help feed the planet, build smarter, and help our farmers and growers to sustainably optimize their land. The mission is underway, but we need the right people to continue bringing it to life. From coders to assemblers and from engineers and tech experts to marketers and field teams. All find a purpose to drive them, a culture to thrive in, and a world of opportunities.
Why Work With Us
Our company is more than just a place to work. For John Deere employees, it’s where we dream, design, and deliver machines and technology that help feed a rapidly growing world and build critical infrastructure in villages, towns and modern megacities.
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