Computer Vision Engineering Manager
22 hours ago
Cashify is a pioneering force in India's mobile resale industry, leveraging computer vision and machine learning to revolutionize data management and optimize model performance. Our cutting-edge solutions, powered by PyTorch and AWS, are driving innovation and growth.
The Role:
We seek a seasoned Computer Vision Engineering Manager/Technical Lead to spearhead the end-to-end lifecycle of our computer vision projects. This role demands a unique blend of technical expertise and leadership skills, guiding a cross-functional team in delivering innovations that bolster Cashify's market leadership.
Responsibilities:
- Architect and refine computer vision models and data management systems, utilizing sklearn, numpy, pandas, PyTorch, and matplotlib.
- Develop and maintain tools for model training, evaluation, and iterative improvement, integrating with AWS and deploying via FastAPI.
- Implement CI/CD and MLOps practices to streamline project delivery while maintaining high system performance.
- Collaborate across teams to integrate ML solutions into Cashify's offerings, ensuring scalability through AWS infrastructure.
- Uphold coding standards, system design, and architectural best practices, fostering clean and maintainable codebases.
- Define and optimize performance metrics for ML systems, ensuring peak accuracy and efficiency.
Your Profile:
A bachelor's degree in Computer Science or related field, with 5+ years of experience in computer vision and machine learning. Proficiency in ML libraries (sklearn, numpy, pandas), frameworks (PyTorch, matplotlib), SQLAlchemy, and FastAPI. Hands-on experience with AWS, CI/CD, MLOps, and familiarity with data warehousing and event-driven systems. Proven leadership in managing diverse technical teams and delivering projects on time, with a focus on system performance and accuracy.
Estimated Salary: ₹35,00,000 - ₹50,00,000 per annum
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