Visual AI Solution Software Engineer

Job Description

NEX China SW Solutions Engineering team is seeking talents to join and create world-leading high-performance visual AI solutions with optimized software for edge scenarios. In this position, you will be responsible for investigating and researching modern AI algorithms and software for media/video processing and video analytic use cases in various edge scenarios. You will use your strong knowledge of mathematical and algorithmic techniques, and software development skills to investigate, enable, optimize, and validate edge AI solutions on Intel CPU, GPU and NPU platforms. Responsibilities will include but are not limited to: - Develop AI solutions for edge scenarios by leveraging cutting-edge AI technologies like GenAI, Visual Large Model, Transformer, CNN, model quantization, distillation, model tunning etc. and optimize the algorithms for Intel CPU and GPU. - AI models training/optimization with target use cases and datasets. - Develop image and video processing software in areas like decoding, encoding, composition, video bandwidth-saving, video super-resolution, AI-assisted video encoding, image visual quality assessment, graphics, etc. - Develop and deployment of AI inference pipeline and services with Intel AI frameworks like OpenVINO, Intel Extension for Pytorch/TensorFlow - Integration and deployment of AI solutions on cloud native platform. - Perform manual and automated validation of AI / AI + Video Analysis solutions, including functional test, KPI test and stability test, etc. - Streamline AI model training, and deployment with essential scripts to improve efficiency.

Qualifications

- Master's degree on Computer Science, Computer Engineering, Software Engineering or Electrical Engineering is preferred - Experience in software development and validation. - Experience with deep learning algorithms for media analytics is preferred - Experience with mainstream training farmwork like Pytorch, TensorFlow, PaddalPaddal, etc. - Experience with computer vision and machine learning algorithms - Linux software development background with C/C++, Python programming experience - Basic debugging and/or troubleshooting skills in Linux software projects - Understand agile software development and DevOps processes, and be able to use popular development/management tools such as Jenkins/JIRA, etc. - Good English communication writing and verbal skills - Team player and good communication skills Added Advantages: - Experience with cloud native stack and usages like Docker, K8S, Helm chart, etc. - Experience with state-of-art LLM and Visual Large Models like CLIP, GPT, LLaMA, etc. - Experience with video codecs (x264, x256, etc.), image processing and 3D graphics - Experience with media frameworks like FFmpeg, GStreamer, MediaPipe, etc - Experience with big data process frameworks/tools like Spark/Flink/HDFS - Good understanding of IA architecture/platforms and Linux/Windows operation systems - Experience with JAVA and Web development will be a plus - Technical paper and patent writing - Experience with technical presenting in meetings/forums/summits - Experience in developing automation testing tools/ frameworks

Inside this Business Group

The Network & Edge Group brings together our network connectivity and edge into a business unit chartered to drive technology end to end product leadership. It's leadership Ethernet, Switch, IPU, Photonics, Network and Edge portfolio is comprised of leadership products critically important to our customers.

Posting Statement

All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

Benefits

We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits here.

Working Model

This role will require an on-site presence.