- Location
- Bengaluru, KA,IN, IN
- Type
- Full-time
- Department
- Engineering
- Seniority
- Senior
- Education
- PhD
- Source
- Eightfold
Description
Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Systems Engineering or related work experience. OR Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Systems Engineering or related work experience. OR PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Engineering or related work experience. Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Systems Engineering or related work experience. OR Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Systems Engineering or related work experience. OR PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Engineering or related work experience. Bachelor's degree in Computer Science, Electrical Engineering, Electronic Engineering, or related field and 2+ years of Software Engineering or related work experience. OR Master's degree in Computer Science, Electrical Engineering, Electronic Engineering, or related field and 1+ year of Software Engineering or related work experience. OR PhD in Computer Science, Electrical Engineering, Electronic Engineering, or related field. Bachelor's degree or equivalent in Engineering, Information Systems, Computer Science, or related field. 6+ years Software Engineering, Hardware Engineering, Systems Engineering, or related work experience. 3+ years Software Engineering, Hardware Engineering, Systems Engineering, or related work experience. Masters in Imaging/Color Engineering and/or Electrical Engineering, and/or related field Prior experience with high performance embedded programming preferred Hands-on knowledge of TensorFlow, TFLite, Pytorch, ONNX Proficiency in Machine Learning and Data Modeling, especially image/video related data Proficiency in Natural Language Processing is a plus Knowledge and experience of embedded systems with assembly/C/C++ programming Good understanding of system on chip micro-architecture Analysis and optimization of AI/ML models on various classes on Hexagon NPU Development of AI inference frameworks and runtimes for Hexagon NPU and DSP architectures Implementation and optimization of deep learning operators on SIMD/VLIW NPU or DSP architectures Understand benefit/drawback of various quantization schemes, use internal tool chains to control loading, execution, and scheduling of various models Perform system level analysis of concurrent ML model execution and daisy chaining ML models including Vision AI, Gen AI and VLA models Good understanding and hands-on experience with AI Model Quantization, Graph Optimizations, Graph Transformations