Synopsys Taiwan Co., Ltd._台灣新思科技股份有限公司
軟體研發類: AI Software Engineer( PyTorch, TensorFlow)
10/22 Cập nhật
Toàn thời gian
Cấp nhân viên cao cấp
Lương & địa điểm làm việc
Thỏa thuận
(Thường từ 40.000NTD trở lên)
新竹市
Điều kiện
Kinh nghiệm
3年以上
Mô tả công việc
請務必透過以下網站投遞履歷:
https://careers.synopsys.com/job/hsinchu/software-engineer-ai-nn-compiler-engineer/44408/70025496256
We Are:
At Synopsys, we drive the innovations that shape the way we live and connect. Our technology is central to the Era of Pervasive Intelligence, from self-driving cars to learning machines. We lead in chip design, verification, and IP integration, empowering the creation of high-performance silicon chips and software content. Join us to transform the future through continuous technological innovation.
You Are:
You are a passionate and experienced compiler engineer with a deep understanding of neural network frameworks and quantization algorithms. You thrive in a collaborative environment and are dedicated to pushing the boundaries of what’s possible in AI technology. You have a knack for writing clean, scalable, and maintainable code and are always eager to explore new algorithms and trends in deep learning. Your communication skills are top-notch, allowing you to create and maintain comprehensive technical documentation effortlessly. You are familiar with version control systems like Git and have a solid foundation in fixed-point math and linear algebra. Your expertise in open-source compilers and Python programming is a significant plus, making you a versatile and valuable team member.
What You’ll Be Doing:
Developing and enhancing the compiler’s post-training-quantization process targeting ARC Neural Network Processor IP.
Creating algorithms to support the transition from high-level intermediate representation to low-level hardware accelerator representation.
Debugging, analyzing issues, and verifying the quantization-related implementation, including functionality, performance, and accuracy.
Maintaining and updating technical documentation to ensure clarity and completeness.
Collaborating with cross-functional teams to integrate new features and improvements.
Conducting performance tuning and optimization to maximize efficiency and effectiveness.
The Impact You Will Have:
Enhancing the capabilities of our neural network compiler, making it more robust and efficient.
Contributing to the development of cutting-edge AI technologies that drive innovation in various industries.
Improving the performance and accuracy of neural network-based workloads on SoCs with ARC Neural Network Processor IP.
Supporting third-party developers in utilizing our tools to create advanced AI applications.
Helping Synopsys maintain its leadership position in the semiconductor IP market.
Driving continuous improvement and innovation within the ARC Processor team.
What You’ll Need:
3+ years of proven experience in developing AI software applications or tooling for NN frameworks like ONNX, PyTorch, TensorFlow, or domain-specific tools.
Familiarity with quantization algorithms and NN operator implementation.
Ability to write clean, scalable, and maintainable production-level C++ code.
General understanding of state-of-the-art deep learning concepts, methods, and models, with a willingness to investigate new algorithms and trends.
Familiarity with Git source control management.
Excellent written and spoken English skills.
Who You Are:
Detail-oriented with excellent problem-solving skills.
Strong communicator who can effectively convey technical information.
Collaborative team player who thrives in a dynamic environment.
Innovative thinker with a passion for continuous learning and improvement.
Adaptable and able to handle multiple tasks and projects simultaneously.
Committed to excellence and delivering high-quality results.
The Team You’ll Be A Part Of:
You will be an integral part of the ARC Processor team, a group of dedicated professionals focused on developing and enhancing our neural network compiler. This team is at the forefront of AI technology, working on projects that drive innovation and shape the future of smart devices. Collaboration, creativity, and a commitment to excellence are at the core of our team’s values.
Số lượng tuyển dụng
1~1人
Trình độ học vấn
碩士以上
Yêu cầu ngành học
資訊工程相關、電機電子工程相關
Giờ làm việc
日班
Chế độ nghỉ
依公司規定
Việc Làm Gợi Ý
Machine Learning
Machine Learning
AI
Machine Learning 機器學習 AI
Loại công việc
Software Engineer
AI Engineer
Algorithm Engineer
新竹市
電腦軟體服務業
▎關於Synopsys
新思科技名列美國標普500指數成分股，長期以來是全球排名第一的IC電子設計自動化（EDA）創新公司，也是排名第一的IC介面IP供應廠商，專門提供「矽晶到軟體（Silicon to Software™）」最佳的解決方案。不論是針對開發先進半導體系統單晶片（SoC）的設計工程師，或正在撰寫應用程式且要求高品質及安全性的軟體開發工程師，新思科技都能提供所需的解決方案，以協助工程師完成創新、高品質並兼具安全性的產品。更多詳情請造訪： http://www.synopsys.com。
新思科技1991年在台灣成立分公司，並於2012年底合併思源科技，目前員工總人數已達1300位，其中有超過500位的研發人才，是在台灣的跨國軟體企業中，擁有最大規模研發團隊的公司之一。新思科技持續為台灣培養半導體設計軟體人才，加速國內廠商產品開發與問市的時程，強化台灣在半導體國際市場的競爭力。
Synopsys注重包容性和多樣性，我們歡迎並考慮所有不同種族、膚色、宗教、國籍、性別、性取向、性別認同、年齡、退伍軍人或身心障礙的應徵者。
Synopsys 國內外獎項:
★2024 Great Place to Work 卓越職場認證
★2024 Most loved place
★ 2023美國 Comparably Best Place To Work Awards 4大獎項: Diversity, Women, Culture, CEO
★2023 CandE award winner in APAC
★2023天下人才永續獎 外商組 第三名
★2023育部體育署 運動企業認證
★2023台北市職場性平認證 金質獎
★2023人力銀行幸福企業科技研發業 金獎
★2023新竹科學園區 友善職場工作平權 特優獎
新思台灣持續響應「2024 TALENT, in Taiwan，台灣人才永續行動聯盟」倡議與400+聯盟夥伴共同推動人才培育的希望工程，以實際行動強化人才競爭力。
2024年，我們秉持多元與共融理念，持續深耕在地並致力於人才培育，與台灣半導體產業共同成長茁壯，以提升台灣人才在半導體國際市場的競爭力，並期盼人人都能發揮潛能與優勢，為企業卓越與個人職場，寫下亮麗的篇章。
▎關於我們 - Synopsys TAIWAN official website
https://www.synopsys.com/zh-tw/taiwan/about-us.html
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