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IIT Bombay
AI/ML and Deep Learning Engineer
IIT Bombay
Mumbai•On-site•1-3 Yrs•2 hours ago
Job description
Overview
A government-funded initiative at IIT Bombay, Mumbai focusing on the development and demonstration of drone and allied technologies. This project aims to address various applications
Qualifications
- Ph.D. with relevant experience or
- MTech / ME or equivalent degree with relevant experience or
- BTech / BE or equivalent degree with relevant experience
- Machine Learning and Deep Learning:
- Strong foundation in machine learning algorithms, neural networks, and deep learning
- architectures.
- Proficiency in feature engineering, model training, and hyperparameter optimization.
- Programming and Development:
- Advanced Python programming skills with experience in software engineering best practices.
- Extensive experience with deep learning frameworks such as TensorFlow and PyTorch.
- Working knowledge of Scikit-learn and other specialised ML libraries and tools.
- AI/ML Cloud and Infrastructure:
- Expert experience deploying and managing AI/ML workflows on cloud platforms (AWS,
- GCP, Azure ML).
- Understanding of design principles such as infrastructure-as-code and more.
- Data Engineering:
- Skills in data storage, preparation, transformation, query optimisation, and feature extraction pipelines.
- Model Optimization and Deployment:
- Expertise in model optimization techniques including quantisation, pruning, and ONNX
- conversion.