Experience
3 - 4 yrs
Job Location
Thiruvananthapuram, India
Vacancy
1
Designation
Data Science Engineer
Job Type
ONSITE
Job Description
Job Description for Computer Vision Data Science Engineer Role
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About the Role:
We are seeking an experienced Data Science Engineer specializing in computer vision to join our innovative team. The ideal candidate will have a strong background in developing and implementing advanced computer vision solutions, with particular expertise in number plate recognition, face recognition, YOLO object detection, and NVIDIA DeepStream.
Responsibilities:
- Design, develop, and optimize computer vision algorithms for real-time video analytics
- Implement and fine-tune deep learning models for object detection, face recognition, and number plate recognition
- Utilize YOLO (You Only Look Once) architecture for efficient object detection in video streams
- Leverage NVIDIA DeepStream SDK to build and deploy AI-powered video analytics applications
- Collaborate with cross-functional teams to integrate computer vision solutions into existing systems
- Conduct performance analysis and optimization of computer vision models
- Stay current with the latest advancements in computer vision and deep learning technologies
Requirements:
- Masters or Ph. D. in Computer Science, Data Science, or related field
- 3+ years of experience in computer vision and deep learning
- Proven experience with number plate recognition and face recognition systems
- Strong proficiency in YOLO object detection framework
- Hands-on experience with NVIDIA DeepStream SDK
- Expertise in Python and relevant computer vision libraries (OpenCV, TensorFlow, PyTorch)
- Experience with GPU acceleration and optimization techniques
- Solid understanding of machine learning principles and statistical analysis
- Excellent problem-solving skills and attention to detail
- Strong communication skills and ability to work in a collaborative environment
Preferred Qualifications:
- Experience with edge computing and embedded systems for computer vision
- Familiarity with video compression techniques and streaming protocols
- Knowledge of privacy-preserving machine learning techniques
- Experience with cloud-based deployment of computer vision models
- Contributions to open-source computer vision projects
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