[上海]高通企业管理（上海）有限公司

职位：机器学习实习生
发布时间：2026-01-12
工作地点：上海
信息来源：浙江大学
职位类型：兼职
职位描述
高通企业管理（上海）有限公司

招聘信息

Machine Learning/机器学习 实习生（日常实习）2027届

2026-01-12 15:41:08

职位描述

2027届硕士毕业生 日常实习

每周3天以上

持续6个月以上

Role Overview: As an Agentic AI software Intern, you will join our AI team to contribute to the software design and implementation of model deployment in edge device. You will work on projects that involve model compression, quantization, conversion and on-device deployment . This is an excellent opportunity to gain hands-on experience in a rapidly evolving field and make a meaningful impact.
Key Responsibilities
Development of end-2-end AI tools, models or software to run quantized neural network models on Qualcomm leading edge hardware with optimal resource
Design and develop end-to-end test strategies and frameworks for complex software systems
Create and maintain automated test suites using modern testing tools and frameworks
Development of debugging/profiling tools and Qualcomm SDK to rapid deployment quantized models on device
Participate in code reviews and contribute to improving test coverage
Collaborate with cross-functional teams to understand requirements and design test approaches
Analyze test results and provide detailed feedback to development team
Conduct experiments to reproduce and optimize accuracies and performance of models.
Related papers reading and summarization and presentation.
Qualifications:
Currently pursuing or recently completed a degree in Computer Science, Artificial Intelligence, EE, or a related field.
Experience in large language model (LLM), vision-language model (VLM), and large vision model (LVM), including diffusers, multi-modality, CNNs, RNN/LSTMs, Transformer, and others.
Experience in Model quantization and compression, deployment in smartphones or other edge devices.
Strong mathematical skills - good foundations of linear algebra, matrix, differential algebra, statistics.
Preferred Skills:
Have strong skill in C++ and Python programming
Experience in machine learning/deep learning algorithms and architectures, including CNNs, RNN/LSTMs, Transformer, LVM, LLM
Hands-on experience with ML frameworks, such as TensorFlow, PyTorch and Onnx Runtime
Have knowledge in on-device AI models deployment is a plus
Have knowledge in llama.cpp or ExecuTorch is a plus
Have knowledge in Qualcomm SNPE/QNN SDK is a plus

职位类别:计算机软、硬件/互联网/IT

专业要求:理学,工学

单位简介
Qualcomm（高通公司）是全球领先的无线科技创新者，也是5G研发、商用与实现规模化的推动力量。我们致力于发明突破性的基础科技。变革了世界连接、计算和沟通的方式。把手机连接到互联网，Qualcomm的发明开启了移动互联时代。今天，Qualcomm的基础科技赋能了整个移动生态系统，每一台3G、4G和5G智能手机中都有其发明。Qualcomm将移动技术的优势带到汽车、物联网、计算等全新行业，赋能人与万物智能互联的世界。

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