Senior AI Engineer-Computer Vision
5 days ago
Senior AI Engineer
Location: Bangalore (onsite). Candidates are expected to report to the office 5 days a week.
Education: Bachelors or Masters degree in Computer Science, Electrical Engineering, or a related field.
Experience: 5-7 years of experience in designing, training, and deploying computer vision models using frameworks like TensorFlow, PyTorch, or ONNX.
Model Optimization: Expertise in model quantization, pruning, distillation, and structured sparsity techniques to enhance performance on edge devices and low-power hardware.
Architectures: Hands-on experience with state-of-the-art architectures such as YOLO, Faster R-CNN, Vision Transformers, and their optimization for deployment.
Computer Vision: Strong understanding of image preprocessing, feature extraction, traditional computer vision techniques, and end-to-end model pipelines.
Performance Profiling: Experience in profiling and optimizing model inference speed, memory usage, and throughput for resource-constrained environments.
Hardware Optimization: Practical experience in deploying AI models on embedded systems and low-power hardware like NVIDIA Jetson, Intel Movidius, or ARM processors.
Programming: Proficiency in Python and C++ for developing AI solutions, with experience in parallel processing (CUDA, OpenCL) and hardware-aware optimizations.
MLOps: Familiarity with CI/CD pipelines, containerization (Docker), and deployment frameworks for managing AI workflows efficiently.
Version Control: Strong experience with Git and collaborative workflows in team-based environments.
Soft Skills: Strong analytical thinking, communication skills, and ability to document processes effectively.
Collaboration: Proven ability to work in cross-functional teams, collaborate with stakeholders, and contribute to project planning.Role & responsibilities
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