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Tier-1 brand, mid-level popular ML role in Bangalore with broad hiring appeal creates high applicant density.
Deep learning, computer vision and MLOps requirements make cross-industry transferability low.
Mandatory ML, deep learning, MLOps, deployment and senior experience create strict technical filters.
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Capture system level requirements and provide initial estimates in collaboration with architects, data scientists, and product managers.
Lead design discussions, write and maintain high-quality code, and optimize application performance using best practices and coding standards.
Provide guidance and leadership to a team of 5 to 7 developers, manage planning and execution using agile methodologies such as SCRUM.
Bachelor’s degree in computer science or STEM discipline required; minimum 5 years of experience for US roles.
Strong programming skills with Python and Java, including OO programming and software design patterns.
Hands-on experience with REST APIs, SQL databases (PostgreSQL, SQL Server, Oracle), Spring Framework, and deep learning frameworks (PyTorch, TensorFlow).
Experience with production ML deployment using Docker, Kubernetes, and cloud platforms (AWS/GCP/Azure).
Experienced in end-to-end machine learning pipelines, MLOps, and scalable model serving in production environments.
Skilled at system design, distributed systems, and multi-tenant SaaS architectures with strong data science fundamentals.
Capable of influencing and leading cross-functional and global teams, with ability to communicate effectively with senior leadership.