Computer Vision Engineer
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Summary
SwitchOn, a Series-A funded startup in Bangalore, is hiring a Computer Vision Engineer to design, develop, and deploy deep learning models for real-time intelligent visual quality inspection in manufacturing. The core stack is Python, PyTorch/TensorFlow, and OpenCV, with optimization tools like CUDA, ONNX, and TensorRT for real-time inference.
We are looking for a talented and passionate Computer Vision Engineer to join our dynamic team and drive the development of next-generation AI solutions by working on some of the toughest problems in the domain of Intelligent Visual Inspection. As part of the ‘AI and Computer Vision’ team, you will be building and deploying algorithms serving hundreds of real-time inferences per minute impacting manufacturing processes across diverse industries. You will also be part of the research and development initiatives to improve the existing solutions as well as to develop completely new approaches to new problems. You will work both independently and collaboratively with other teams to develop the best possible solutions.
Key Responsibilities:
- Design, develop and deploy Computer Vision and Deep Learning algorithms for challenging scenarios in Intelligent Visual Quality Inspection.
- Develop and optimize deep learning models using Convolutional neural networks, object detection frameworks, and segmentation techniques.
- Optimize model performance for real-time inference while maintaining high accuracy standards.
- Research and prototype novel approaches to handle real world challenging scenarios like varying lighting conditions, surface reflections, and complex geometric patterns.
- Collaborate with cross-functional teams to swiftly execute projects.
- Take full ownership of projects and drive them to success.
Requirements
Key Qualifications:
- Bring 2-6 years of hands-on experience in deep learning and computer vision, backed by a track record of impactful industry projects or academic publications.
- Proficient in Python with strong software engineering practices.
- Previous exposure to real-world datasets in an industrial setting is a big plus.
- Demonstrate a profound understanding of deep learning and computer vision fundamentals.
- Showcase your expertise in developing algorithms for image processing, content-based image analysis, object detection, segmentation, and beyond.
- Solid understanding of deep learning frameworks such as Pytorch, Tensorflow, etc.
- Hands-on experience with OpenCV for image processing, feature extraction and traditional computer vision techniques.
- Excellent programming skills in Python.
- Familiarity with Cuda, Model Quantization and Optimization, (ONNX, TensorRT) will set you apart.
- Willingness to pick up novel tasks and find novel solutions.
Additional Requirements:
- Proficiency with version control systems like Github or Bitbucket.
- Comfortable with Docker.
Benefits
Perks:
- Flexible Working Hours
- Comprehensive Health Insurance
- Lunch on Us
- Gaming Zone with PS5
Why join us? Be a part of an exciting journey with a growth stage startup, backed by Series-A funding from top-tier deep tech investors in Singapore and India, including Pi Ventures, Axilor, Chennai Angels, and other notable contributors. Every day at our office is a story of doing something new.
Career Growth: Opportunities for professional development and advancement within the company.
Innovative Culture: Join a forward-thinking organization that values creativity and innovation.
Join us in the pursuit of excellence as we leverage technology to overcome industry challenges.
Ready to dive into the exciting world of Computer Vision with us? Apply now and be part of a team that's shaping the future of visual inspection technology!