Engineering Group, Engineering Group > Software Applications Engineering
General Summary:
GENERAL SUMMARY :
- Work on model optimization techniques such as quantization, pruning, and distillation
- Optimize models for on-device / edge environments, including performance, accuracy, memory, and latency
- Collaborate with system, platform, and application teams to integrate GenAI into products
- Analyze and troubleshoot accuracy, latency, and stability issues in deployed models
- Work closely with customers to enable, optimize, and deploy GenAI/AI solutions on Qualcomm platforms
PREFERRED QUALIFICATIONS :
- 3–5 years of experience in AI/ML software development, including large language models (LLMs), model optimization, and deployment.
- Strong Python/C/C++ programming and debugging skills
- Be familiar with modern GenAI and machine learning frameworks such as PyTorch, ONNX Runtime, and related deployment toolchains.
- Hands-on experience with Generative AI technologies, including LLM,VLM, with a solid understanding of inference frameworks.
- Has solid experience in model quantization(INT8/INT4) and model deployment on on edge device.
- Strong problem-solving skills and ability to debug complex system-level issues.
Minimum Qualifications:
- Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Applications Engineering, Software Development experience, or related work experience.
OR
Master's degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Applications Engineering, Software Development experience, or related work experience.
OR
PhD in Engineering, Information Systems, Computer Science, or related field.
- 1+ year of any combination of academic and/or work experience with Programming Language such as C, C++, Java, Python, etc.
- 1+ year of any combination of academic and/or work experience with debugging techniques.
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