Python OpenCV Lead
2 weeks ago
We are seeking a highly skilled and experienced Technical Lead specializing in Computer Vision with Python Programming, with a focus on image and video processing. The ideal candidate will have a strong academic background, significant hands-on experience in computer vision, and a proven track record of leading technical teams.
Key Responsibilities:
Technical Leadership:
Lead a team of computer vision engineers and developers.
- Provide technical direction and mentorship to team members.
Drive the design, development and deployment of computer vision algorithms and applications.
Project Management:
Oversee project planning, execution, and delivery within stipulated timelines.
- Collaborate with cross-functional teams to ensure seamless integration of computer vision solutions.
Manage stakeholder expectations and communicate project progress effectively.
Research and Development:
Stay updated with the latest advancements in computer vision, image processing, and video processing technologies.
- Conduct research to develop innovative solutions and improve existing methodologies.
Publish findings in reputed journals and conferences.
Software Development:
Develop, optimize, and maintain Python-based computer vision codebases.
- Implement state-of-the-art machine learning algorithms for image and video analysis.
Ensure code quality through rigorous testing and documentation.
Image and Video Processing:
Design and implement algorithms for image enhancement, restoration, and transformation.
- Develop solutions for video analysis, including object tracking, motion detection, and video summarization.
Optimize processing pipelines for real-time performance.
System Architecture:
Design scalable and efficient architectures for computer vision systems.
Integrate computer vision modules with other system components and services.
Client Interaction:
Understand client requirements and translate them into technical specifications.
- Present technical solutions and demonstrate product capabilities to clients.
- Provide post-deployment support and address client queries and issues.
Required Skills and Qualifications:
- Education: B.Tech/ M-Tech in Computer Science.
- Experience: 8-15 years of total experience with at least 6 years in computer vision and Python programming.
Technical Skills:
Proficiency in Python and its libraries (e.g., OpenCV, TensorFlow, PyTorch).
- Strong understanding of computer vision concepts (e.g., object detection, image segmentation, feature extraction).
- Extensive experience in image processing (e.g., filtering, edge detection, image transformation).
- Significant experience in video processing (e.g., object tracking, motion analysis, video encoding/decoding).
- Familiarity with machine learning and deep learning frameworks.
Experience with software development practices (e.g., version control, unit testing, continuous integration).
Leadership Skills:
Proven ability to lead and mentor technical teams.
Excellent project management and organizational skills.
Communication Skills:
Strong verbal and written communication skills.
- Ability to present complex technical information to non-technical stakeholders.
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