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Job Description
Working with the Advanced technology and innovation team to research, develop, evaluate, and optimize various computer vision and deep learning models for different problems.
2. Dimensions:
Reporting through Superiors / Managers: Innovation Team Leader
Reporting through Subordinates:
Position Responsibility:
3. Job Responsibilities:
Working with the Advanced technology and innovation team to research, develop, evaluate, and optimize various computer vision and deep learning models for different problems.
Explore and analyze unstructured data like images through image processing.
Implementing developed computer vision models on edge devices after optimization to meet the project requirements.
Strong foundation in data structures and algorithms in Python or C++
Proficiency with edge computing principles and architecture preferably for NVIDIA Jetson devices and Raspberry Pi.
Experience with AWS or Azure cloud computing environments.
Experience with collaborative development tools such as Git and SVN.
Agriculture knowledge is an added advantage.
5. Work Relationship:
Internal: ITC teams and supervisor
External: Engineering teams and Cross functional teams globally
6. Qualification, Age and Experience:
Education: Master s or bachelor s degree in Computer Science, Data Science, Machine Learning, Artificial Intelligence or in related fields preferred.
Professional Qualification
Experience
- 4-8 years of experience in computer vision and/or deep learning for object detection and tracking along with semantic or instance segmentation.
- Programming skills in C, C++, and Python.
- Understanding about computer vision and deep learning algorithms.
- Experience with any machine/deep learning frameworks like Tensorflow, Keras and PyTorch.
- Experience in training models through GPU computing using NVIDIA CUDA or on cloud.
- Proficient in Python and related packages like numpy, scikit-image, PIL, OpenCV, matplotlib etc.
- Proficiency with Linux.
7. Other Information: Preferred candidate with experience who can work with very less guidance or can work independently and can communicate with global teams and startup collaboration
Key Skills
Computer vision; Cloud computing; C++; Linux; Image processing; Artificial Intelligence; Machine learning; Data structures; Python
About Company
CNH Industrial is a global leader in the capital goods sector with established industrial experience, a wide range of products and a worldwide presence.Each of the CNH Industrial\s brands is a major international player in its specific industry: Case IH, New Holland Agriculture and Steyr for tractors and agricultural machinery; Case and New Holland Construction for earth moving equipment; Iveco for commercial vehicles; Iveco Bus and Helieuz Bus for buses and coaches; Iveco Astra for quarry and construction vehicles; Magirus for firefighting vehicles; Iveco Defence Vehicles for defence and civil protection; and FPT Industrial for engines and transmissions lt;/pgt;