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Qualcomm
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Lead Engineer, Senior - AISW

Lead Engineer, Senior - AISW

Qualcomm

3 - 5 years

3 - 5 Lacs

Bengaluru / Bangalore Karnataka India

Posted:2 months ago| Platform: Foundit logo

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Skills Required

Quantization ONNX

Work Mode

On-site

Job Type

Full Time

Job Description

Lead the design, development, and implementation of AI/ML solutions across multiple domains Collaborate with cross-functional teams for seamless integration of AI/ML components Mentor and coach junior engineers, offering development opportunities and guidance Resolve issues related to AI model optimization for high performance and accuracy Conduct research on AI/ML trends and innovations to adopt best practices Develop and optimize quantization techniques for efficient AI/ML model execution on Qualcomm hardware Manage project timelines, objectives, and resource allocation across functions Minimum Qualifications: Bachelor's degree in Engineering, Computer Science, or a related field and 4+ years of Software Engineering or related experience OR Master's degree in Engineering, Computer Science, or a related field and 3+ years of Software Engineering or related experience Experience in software architecture and programming languages Proficiency with tools and frameworks such as PyTorch, TensorFlow, ONNX, etc. Preferred Qualifications: Excellent development skills in C++ / Python Strong knowledge of data structures and algorithms Hands-on expertise in deep learning frameworks like ONNX, PyTorch In-depth understanding of CV, NLP, LLM, GenAI, Classification, and Object Detection models Proficient in quantization (8-bit, 4-bit) and calibration algorithms Understanding of ML compiler techniques and graph optimizations Familiarity with software design patterns and SOLID principles Strong analytical, debugging, and development skills Knowledge of ML compilers (e.g., TVM, Glow) and runtimes (ONNX Runtime, TensorFlow Runtime) is a plus

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Lead Engineer, Senior - AISW