Institute of Information Science Postdoctoral Researcher 2 Person The Computer Systems Laboratory - Machine Learning Systems Team Focuses On Research Areas Including Parallel And Distributed Computing, Compilers, And Computer Architecture. We Aim To Leverage Computer System Technologies To Accelerate The Inference And Training Of Deep Learning Models And Develop Optimizations For Next-generation AI Models. Our Research Emphasizes The Following Job DescriptionUnit Institute of Information ScienceJobTitle Postdoctoral Researcher 2 PersonWork Content Research on Optimization of Deep Learning Model Inference and Training AI Model Compression and Optimization Model Compression Techniques (e.g., Pruning And Quantization) Reduce The Size And Computational Demands Of AI Models, Which Are Crucial For Resource-constrained Platforms Such As Embedded Systems And Memory-limited AI Accelerators. We Aim To Explore AI compiler: deployment methods for compressed models across servers, edge devices, and heterogeneous systems. High performance computing: efficient execution of compressed models on processors with advanced AI extensions, e.g., Intel AVX512, ARM SVE, RISC-V RVV, and tensor-level accelerations on GPUs and NPUs. AI Accelerator Design We aim to design AI accelerators for accelerating AI model inference, focusing on software and hardware co-design and co-optimization. Optimization of AI Model Inference in Heterogeneous Environments Computer Architectures Are Evolving Toward Heterogeneous Multi-processor Designs (e.g., CPUs + GPUs + AI Accelerators). Integrating Heterogeneous Processors To Execute Complex Models (e.g., Hybrid Models, Multi-models, And Multi-task Models) With High Computational Efficiency Poses a Critical Challenge. We Aim To Explore Efficient scheduling algorithms. Parallel algorithms for the three dimensions: data parallelism, model parallelism, and tensor parallelism. Qualifications Ph.D. degree in Computer Science, Computer Engineering, or Electrical Engineering Experience in parallel computing and parallel programming (CUDA or OpenCL, C/C++ programming) or hardware design (Verilog or HLS) Proficient in system and software development Candidates With The Following Experience Will Be Given Priority Experience in deep learning platforms, including PyTorch, TensorFlow, TVM, etc. Experience in high-performance computing or embedded systems. Experience in algorithm designs. Knowledge of compilers or computer architectureWorking EnvironmentOperating Hours 8:30AM-5:30PMWork Place Institute of Information Science, Academia SinicaTreatment According to Academia Sinica standards: Postdoctoral Researchers: NT$64,711-99,317/month. Benefits include: labor and healthcare insurance, and year-end bonuses. Reference Site 洪鼎詠網頁: http://www.iis.sinica.edu.tw/pages/dyhong/index_zh.html, 吳真貞網頁: http://www.iis.sinica.edu.tw/pages/wuj/index_zh.html Please Email Your CV (including Publications, Projects, And Work Experience), Transcripts (undergraduate And Above), And Any Other Materials That May Assist In The Review Process To The Following PIs Acceptance MethodContacts Dr. Ding-Yong Hong Contact Address Room 818, New IIS Building, Academia Sinica Contact Telephone 02-27883799 ext. 1818Email dyhong@iis.sinica.edu.tw Required Documents Dr. Ding-Yong Hong: dyhong@iis.sinica.edu.tw Dr. Jan-Jan Wu: wuj@iis.sinica.edu.twPrecautions for application DatePublication Date 2025-01-20Expiration Date 2025-12-31

Institute of Statistical Science Postdoctoral Researcher and/or Research Assistant Job DescriptionUnit Institute of Statistical ScienceJobTitle Postdoctoral Researcher and/or Research AssistantWork Content Assist the cooperative with statistical consulting and related services. Responsible for data analysis tasks, including data preprocessing, database construction, data analysis, and report writing. Participate in various activities organized by the Institute of Statistical Science and the cooperative. Assist with administrative affairs of the cooperative. Complete other tasks assigned as needed. Qualifications Research assistant requires a master's degree, and postdoctoral researcher requires a doctoral degree in Statistics or Data Science related fields. Knowledge in "Biostatistics," "Generalized Linear Models," "Multivariate Analysis," and "Categorical Data Analysis” is required Must be familiar with programming languages such as R, SAS, Python, with experience in database development/maintenance and application being a plus. Priority given to candidates with experience in statistics and scientific computing, as well as various types of data analysis. Preference given to candidates with expertise in biostatistics or bioinformatics. Working EnvironmentOperating Hours 08:30~17:30Work Place Institute of Statistical Science, Academia SinicaTreatment Based on the institute's salary standards and individual qualifications and experience (starting at NT$62,776 for Ph.D. holders, NT$43,624 for master's degree holders). Reference Site http://disc.stat.sinica.edu.tw/ Acceptance MethodContacts Dr. Shu-Chun Chen Contact Address No.128, Academia Road, Section 2, Nankang, Taipei, Taiwan Contact Telephone 2783-5611 ext. 476Email scchen@stat.sinica.edu.tw Required Documents Resume in both Chinese and English (including autobiography), transcripts from university and above, and other beneficial documents for review.Precautions for application Application Method: Interested parties, please email the required documents to scchen@stat.sinica.edu.tw. Suitable candidates will be notified for an interview. Documents will not be returned. DatePublication Date 2024-08-08Expiration Date 2025-12-31

Institute of Physics Faculty position 1 Person The Institute of Physics, Academia Sinica in Taipei, Taiwan, invites applications for tenure-track faculty positions in the areas of particle and gravitational physics, physics of active and biological systems, and quantum materials physics. Areas of particular interest include, but are not limited to, granular and soft matter, cell biophysics, physics of biomolecules and polymers, statistical physics, and fluidic phenomena. The recruitment is generally targeted at the Assistant Research Fellow level, but candidates with exceptional qualifications will be considered at more senior ranks. As Academia Sinica is the most prominent research institution in Taiwan, our institute is committed to the pursuit of excellence in physics research. Faculty can enjoy doing research in a well-equipped environment, and have the chance to apply for various research projects funded by the government or Academia Sinica itself, for example NSTC 2030 Cross-Generation Young Scholar Program, Academia Sinica Career Development Award, Academia Sinica Early-Career Investigator Research Achievement Award, etc. Job Description Unit Institute of Physics JobTitle Faculty position 1 Person Work Content Research Qualifications The successful candidate should have a Ph.D. degree in physics or related areas, and preferably at least two years of postdoctoral experience. She/he is expected to continue a strong tradition of the Institute in earning international recognitions in her/his research fields. Working Environment Operating Hours Based on AS regulation Work Place Institute of Physics, Academia Sinica Treatment Based on AS regulation Reference Site https://academicjobsonline.org/ajo/Academia%20Sinica/Administration%20Office%20of%20Institute%20of%20physics Acceptance Method Contacts Mr. Jim Kao Contact Address No. 128, Sec. 2, Academia Rd., Nangang Dist., Taipei City 115, Taiwan (R.O.C.) Contact Telephone Please contact by E-mail Email jimkao0826@gate.sinica.edu.tw Required Documents The application materials should be submitted via the AcademicJobsOnline, and should include a cover letter describing the major accomplishments of the applicant, a curriculum vitae, complete publication list selecting up to five representative journal publications, a statement on future research directions and plans, and the names and contacts of at least three senior scientists who can provide references (or arrange the recommendation letters to be submitted directly via the AcademicJobsOnline). The recruitment starts now until the positions are filled. Precautions for application The application materials should be submitted via the AcademicJobsOnline only. Date Publication Date 2024-08-28 Expiration Date 2025-08-27 Show more Show less

Institute of Information Science Research Assistant Position in Computer Vision and Deep Learning The selected candidate will engage in advanced research projects at the intersection of computer vision and deep learning, with a minimum commitment of eight months. This position is ideal for candidates planning to pursue academic careers or graduate studies abroad, offering valuable research experience and publication opportunities. Job Description Unit Institute of Information Science JobTitle Research Assistant Position in Computer Vision and Deep Learning Work Content Institute of Information Science at Academia Sinica, in collaboration with National Taiwan University, is seeking motivated Research Assistants to work on cutting-edge computer vision and deep learning projects. This position offers a unique opportunity to conduct research under the joint supervision of Prof. Chun-Yi Lee (NTU) and Dr. Chien-Yao Wang (Academia Sinica). Qualifications Candidates should hold a Bachelor's or Master's degree in Computer Science, Electrical Engineering, or related fields. Prior research experience and publications in top-tier conferences or journals are highly desirable. Strong programming skills and experience with deep learning frameworks are essential. We will prepare a paper reading and a code implementation task for verifying the qualification. Working Environment Operating Hours Mon.-Fri. 8:30-17:30 Work Place Institute of Information Science, Academia Sinica Treatment Salary：bachelor 38,388-50,076, master 44,968-56,752 Acceptance Method Contacts Chien-Yao Wang Contact Address 128 Section 2, Academia Road, Nankang, Taipei 115201, Taiwan(Institute of Information Science) Contact Telephone (02)2788-3799#1801 Email kinyiu@iis.sinica.edu.tw Required Documents Interested candidates should send their CV, research statement, and publication list to [kinyiu@iis.sinica.edu.tw]. Please include "Research Assistant Application - [Your Name]" in the subject line. Precautions for application Date Publication Date 2025-03-01 Expiration Date 2025-10-31 Show more Show less

Institute of Statistical Science Postdoctoral Researcher and/or Research Assistant Job Description Unit Institute of Statistical Science JobTitle Postdoctoral Researcher and/or Research Assistant Work Content Assist the cooperative with statistical consulting and related services. Responsible for data analysis tasks, including data preprocessing, database construction, data analysis, and report writing. Participate in various activities organized by the Institute of Statistical Science and the cooperative. Assist with administrative affairs of the cooperative. Complete other tasks assigned as needed. Qualifications Research assistant requires a master's degree, and postdoctoral researcher requires a doctoral degree in Statistics or Data Science related fields. Knowledge in "Biostatistics," "Generalized Linear Models," "Multivariate Analysis," and "Categorical Data Analysis” is required Must be familiar with programming languages such as R, SAS, Python, with experience in database development/maintenance and application being a plus. Priority given to candidates with experience in statistics and scientific computing, as well as various types of data analysis. Preference given to candidates with expertise in biostatistics or bioinformatics. Working Environment Operating Hours 08:30~17:30 Work Place Institute of Statistical Science, Academia Sinica Treatment Based on the institute's salary standards and individual qualifications and experience (starting at NT$62,776 for Ph.D. holders, NT$43,624 for master's degree holders). Reference Site http://disc.stat.sinica.edu.tw/ Acceptance Method Contacts Dr. Shu-Chun Chen Contact Address No.128, Academia Road, Section 2, Nankang, Taipei, Taiwan Contact Telephone 2783-5611 ext. 476 Email scchen@stat.sinica.edu.tw Required Documents Resume in both Chinese and English (including autobiography), transcripts from university and above, and other beneficial documents for review. Precautions for application Application Method: Interested parties, please email the required documents to scchen@stat.sinica.edu.tw. Suitable candidates will be notified for an interview. Documents will not be returned. Date Publication Date 2024-08-08 Expiration Date 2025-12-31 Show more Show less

Institute of Plant and Microbial Biology Research Assistant (RA) / Postdoc (CRISPR editing project) 實驗室研究助理/博士後 (CRISPR 基因編輯專案) technology Job Description Unit Institute of Plant and Microbial Biology JobTitle Research Assistant (RA) / Postdoc (CRISPR editing project) 實驗室研究助理/博士後 (CRISPR 基因編輯專案) Work Content The lab of Ka Wai Ma is inviting application working on plant- microbiota research. The lab is using different model systems and the associated culture collection to understand the principles governing plant-microbiota homeostasis. The lab routinely uses omics techniques including amplicon sequencing, transcriptomics and reconstitution system. The lab is currently looking for a motivated candidate to work on a CRISPR editing project. The project aims to use CRISPR technology to perform gene editing on crops with subsequent phenotyping. The position is opened until filled 馬家威實驗室現誠聘研究助理/博士後，從事植物微生物相研究。本實 驗室使用不同的模型系統和相關的微生物庫進行植物微生物相重組實驗 以了解植物微生物群互動平衡機理。實驗室大量使用比如包括擴增子測 序、轉錄組學技術。本實驗室目前正在尋找助理/博士後從事 CRISPR 編輯專案。該專案旨在使用 CRISPR 技術對作物進行基因編輯，並進 行表型分析。 Qualifications Applicants are required to hold a MS degree (RA) or a PhD (postdoc) have research experience in molecular biology and CRISPR experience in the use of golden gate cloning system, Gibson working experience on monocot/crops are preferred Good command of English and preferably basic knowledge of mandarin. 申請者要求 具碩士學位 (研究助理) 或博士學位 (博士後) 具份子生物學及CRISPR基因編輯經驗，無相關經驗者不作考慮 曾使用golden gate 及 Gibson 系統者為佳 具農作物相關操作經驗者優先考慮 具英語交流書寫能力，通華語為佳 (非必要) Working Environment Operating Hours Based on Academia Sinica regulation Work Place Institute of Plant and Microbial Biology, Academia Sinica, Ka Wai Ma’s lab Treatment Academia Sinica MS degree standards: NT$44968/month or above. Academia Sinica PhD degree standards: NT$64711/month or above. Merit-based prorated 1.5-month end-of-year bonus. 依中研院碩士級助理標準，44968元/月(含) 或以上；博士標準，64711 元/月(含) 或以上。薪酬可議。考核績效後，發放 1.5 個月薪資的年終獎 金。 You will receive training to work on plant gnotobiotic system, reconstitution experiment and multiple omics techniques. 本實驗室將提供植物無菌系統、微生物相重組實驗和多體學方面的培訓 。 Reference Site https://ipmb.sinica.edu.tw/en/people/ipmb_researchers/ma-ka-wai Acceptance Method Contacts Dr. Ka Wai Ma Contact Address 台北市南港區 115201 研究院路二段128號 Contact Telephone 886 02-27871115 Email kawaim7@gate.sinica.edu.tw Required Documents Please combine your 1) CV (resume) and 2) maximum two pages personal statement describing your motivation and interest for this position as a pdf file, and send them to Ka Wai Ma. Subject of email should be KWM_2025June_YourName e.g. KWM_2025_Thomas. Please provide 3) the contacts of two references as well. Application package with a different format will not be considered. Shortlisted candidates will be invited for an interview. Position will be open until it is filled. 有意者請附上1) 履歷以及2) 兩頁為限描述你對此職位的相關經歷和興 趣，合併為單一PDF檔寄至馬家威信箱。郵件主旨為 KWM_2025June_YourName，郵件不合規格者不獲受理。申請者請提 供3) 兩名推薦人的聯絡方式。符合資格者將於稍後安排面試。 Precautions for application Date Publication Date 2025-05-21 Expiration Date 2025-08-31 Show more Show less

Institute of Physics Postdoctoral Researcher 1 Person Job Description Unit Institute of Physics JobTitle Postdoctoral Researcher 1 Person Work Content We are a new interdisciplinary laboratory with an excellent research and work environment, welcoming highly motivated individuals to join our team. Our primary research explores biochemical and biophysical processes through a range of advanced experimental techniques. We apply cutting-edge microscopy to investigate bacterial energetics, chemotaxis, and motility. By integrating physical modeling and simulation, we push the boundaries of discovery, venturing into areas previously unexplored. Qualifications Candidates must hold a relevant doctoral degree (e.g., in biology or physics). Applicants should be capable of working independently as postdoctoral fellows. We are seeking lab members who are responsible, honest, and highly enthusiastic about science. Working Environment Operating Hours 0900-1800 Work Place The Institute of Physics, Academia Sinica Treatment Based on the salary standard of AS and experience of the candidate, starting from NTD. 64711 (Post-doctoral Fellow). Reference Site https://sites.google.com/as.edu.tw/motorsgroup Acceptance Method Contacts Dr. Chien-Jung Lo Contact Address Institute of Physics, Academia Sinica. 128 Academia Road, Section 2, Nankang, Taipei 115201 Contact Telephone 02-2789-6765 Email cjlo@as.edu.tw Required Documents CV, PhD Thesis, and publications Precautions for application Date Publication Date 2025-06-05 Expiration Date 2025-09-30 Show more Show less

Institute of Plant and Microbial Biology Research Assistant (RA) / Postdoc 實驗室研究助理/博士後 申請者學須 Job Description Unit Institute of Plant and Microbial Biology JobTitle Research Assistant (RA) / Postdoc 實驗室研究助理/博士後 Work Content The lab of Ka Wai Ma is inviting application working on plant-microbiota research. The lab is using model system such as Arabidopsis thaliana and the associated culture collection to understand the principles governing plant-microbiota homeostasis. The lab routinely uses omics techniques including amplicon sequencing, transcriptomics and reconstitution system. In addition to general assistance in maintaining the bacterial culture collection, you will work on a project looking at the mechanistic basis of how bacterial microbiota members interfere with the plant immune response. The position is opened until filled 馬家威實驗室現誠聘研究助理/博士後，從事植物微生物相研究。本實驗室使用模式植物，例如阿拉伯芥和相關的微生物庫瞭解植物微生物相互動平衡機制。本實驗室大量使用多體學技術包括擴增子測序、轉錄組分析。除了協助實驗室日常工作和維護細菌微生物庫外，您還將參如 利用生化技術剖析細菌微生物群如何干擾植物免疫反應的機理基礎研究。 Qualifications Applicants are required to have research experience in molecular biology or biochemistry, and hold a MS degree (RA) or a PhD (postdoc). experience of microbiology is preferred. Good command of English and preferably basic knowledge of mandarin. 具碩士學位 (研究助理)或博士學位 (博士後)，份子生物學或生物化學科研經驗。 具微生物學經驗者優先考慮。 具基本英語交流，通華語為佳。 Working Environment Operating Hours Based on Academia Sinica regulation Work Place Institute of Plant and Microbial Biology, Academia Sinica, Ka Wai Ma’s lab Treatment Academia Sinica MS degree standards: NT$44,968/month or above. Academia Sinica PhD degree standards: NT$64,711/month or above. Merit-based prorated 1.5-month end-of-year bonus. 依中研院碩士級助理標準，44,968元/月(含) 或以上；博士標準，64,711元/月(含)。薪酬可議。考核績效後，發放 1.5 個月薪資的年終獎金。 You will receive training to work on plant gnotobiotic system, reconstitution experiment and multiple omics techniques. 本實驗室將提供植物無菌系統、微生物相重組實驗和多體學方面的培訓。 Reference Site https://ipmb.sinica.edu.tw/en/people/ipmb_researchers/ma-ka-wai Acceptance Method Contacts Dr. Ka Wai Ma Contact Address 台北市南港區 115201 研究院路二段128號 128 Sec. 2, Academia Rd, Nankang, Taipei 115201 Taiwan, R.O.C. Contact Telephone 886 02-27871115 Email kawaim7@gate.sinica.edu.tw Required Documents Please combine your 1) CV (resume) and 2) maximum two pages personal statement describing your motivation and interest for this position as a pdf file, and send them to Ka Wai Ma. Subject of email should be KWM_2025_YourName e.g. KWM_2025_Thomas. Please provide 3) the contacts of two references as well. Application package with a different format will not be considered. Shortlisted candidates will be invited for an interview. Position will be open until it is filled. 有意者請附上1) 履歷以及2) 兩頁為限描述你對此職位的相關經歷和興趣，合併為單一PDF檔寄至馬家威信箱。郵件主旨為KWM_2025_YourName，郵件不合規格者不獲受理。申請者請提供3) 兩名推薦人的聯絡方式。符合資格者將於稍後安排面試。 Precautions for application Date Publication Date 2024-12-16 Expiration Date 2025-06-30 Show more Show less

Institute of Statistical Science Tenure-Track Faculty Positions 【Job Description】 Job Description Unit Institute of Statistical Science JobTitle Tenure-Track Faculty Positions Work Content 【Position description】 The Institute of Statistical Science, Academia Sinica, invites applications for tenure-track positions at the levels of Assistant, Associate, or Full Research Fellow (equivalent to Assistant, Associate, or Full Professor at universities). We seek visionary researchers eager to contribute to our interdisciplinary community. Candidates should bring fresh perspectives to statistics, data science, and related fields such as computer science and artificial intelligence. Academia Sinica, Taiwan’s most preeminent academic research institution, offers generous research funding, travel support, faculty housing, and other benefits. The Institute of Statistical Science provides a secure and stimulating research environment, with more than 30 faculty members, supportive administrative and IT teams, and many international visiting scholars and academic activities annually. Unlike university faculty, our researchers have the flexibility to choose whether or not to teach. Qualifications Candidates hold Ph.D. degrees in statistics, data sciences, computer science, or any related fields. Candidates with peer-reviewed papers or works published within the last five years are preferred. Working Environment Operating Hours 08:30~17:20 Work Place Institute of Statistical Science, Academia Sinica Treatment Based on Academia Sinica regulation. Welfare Based on Academia Sinica regulation. The Search Committee Acceptance Method Contacts The Search Committee Contact Address 128, Sec. 2, Academia Rd, Nankang, Taipei 11529, Taiwan, R.O.C. Contact Telephone +886-2-27835611 Email recruit@stat.sinica.edu.tw Required Documents A cover letter; (2) An up-to-date curriculum vita; (3) A detailed publication list; (4) Research proposals about current and future work; (5) Three letters of recommendation; (6) Representative publications and technical reports; (7) Master’s and doctoral advisers’ names. Additional supporting materials, such as transcripts for new Ph.D. degree recipients, may also be included. Precautions for application We have a rolling recruitment process and will review applications as they are received. Suitable candidates will promptly proceed to the subsequent evaluation stage. Applicants are advised to submit their applications early. The submission deadline for this round is December 1, 2025. Electronic submissions are encouraged. Applications should be submitted to Institute of Statistical Science, Academia Sinica 128, Sec. 2, Academia Rd, Nankang, Taipei 11529, Taiwan, R.O.C. E-mail: recruit@stat.sinica.edu.tw Date Publication Date 2025-06-18 Expiration Date 2025-12-01 Show more Show less

Institute of Information Science Research Assistant Position in Computer Vision and Deep Learning The selected candidate will engage in advanced research projects at the intersection of computer vision and deep learning, with a minimum commitment of eight months. This position is ideal for candidates planning to pursue academic careers or graduate studies abroad, offering valuable research experience and publication opportunities. Job Description Unit Institute of Information Science JobTitle Research Assistant Position in Computer Vision and Deep Learning Work Content Institute of Information Science at Academia Sinica, in collaboration with National Taiwan University, is seeking motivated Research Assistants to work on cutting-edge computer vision and deep learning projects. This position offers a unique opportunity to conduct research under the joint supervision of Prof. Chun-Yi Lee (NTU) and Dr. Chien-Yao Wang (Academia Sinica). Qualifications Candidates should hold a Bachelor's or Master's degree in Computer Science, Electrical Engineering, or related fields. Prior research experience and publications in top-tier conferences or journals are highly desirable. Strong programming skills and experience with deep learning frameworks are essential. We will prepare a paper reading and a code implementation task for verifying the qualification. Working Environment Operating Hours Mon.-Fri. 8:30-17:30 Work Place Institute of Information Science, Academia Sinica Treatment Salary：bachelor 38,388-50,076, master 44,968-56,752 Acceptance Method Contacts Chien-Yao Wang Contact Address 128 Section 2, Academia Road, Nankang, Taipei 115201, Taiwan(Institute of Information Science) Contact Telephone (02)2788-3799#1801 Email kinyiu@iis.sinica.edu.tw Required Documents Interested candidates should send their CV, research statement, and publication list to [kinyiu@iis.sinica.edu.tw]. Please include "Research Assistant Application - [Your Name]" in the subject line. Precautions for application Date Publication Date 2025-03-01 Expiration Date 2025-10-31

Institute of Information Science Postdoctoral Researcher 2 Person The Computer Systems Laboratory - Machine Learning Systems Team Focuses On Research Areas Including Parallel And Distributed Computing, Compilers, And Computer Architecture. We Aim To Leverage Computer System Technologies To Accelerate The Inference And Training Of Deep Learning Models And Develop Optimizations For Next-generation AI Models. Our Research Emphasizes The Following Job Description Unit Institute of Information Science JobTitle Postdoctoral Researcher 2 Person Work Content Research on Optimization of Deep Learning Model Inference and Training AI Model Compression and Optimization Model Compression Techniques (e.g., Pruning And Quantization) Reduce The Size And Computational Demands Of AI Models, Which Are Crucial For Resource-constrained Platforms Such As Embedded Systems And Memory-limited AI Accelerators. We Aim To Explore AI compiler: deployment methods for compressed models across servers, edge devices, and heterogeneous systems. High performance computing: efficient execution of compressed models on processors with advanced AI extensions, e.g., Intel AVX512, ARM SVE, RISC-V RVV, and tensor-level accelerations on GPUs and NPUs. AI Accelerator Design We aim to design AI accelerators for accelerating AI model inference, focusing on software and hardware co-design and co-optimization. Optimization of AI Model Inference in Heterogeneous Environments Computer Architectures Are Evolving Toward Heterogeneous Multi-processor Designs (e.g., CPUs + GPUs + AI Accelerators). Integrating Heterogeneous Processors To Execute Complex Models (e.g., Hybrid Models, Multi-models, And Multi-task Models) With High Computational Efficiency Poses a Critical Challenge. We Aim To Explore Efficient scheduling algorithms. Parallel algorithms for the three dimensions: data parallelism, model parallelism, and tensor parallelism. Qualifications Ph.D. degree in Computer Science, Computer Engineering, or Electrical Engineering Experience in parallel computing and parallel programming (CUDA or OpenCL, C/C++ programming) or hardware design (Verilog or HLS) Proficient in system and software development Candidates With The Following Experience Will Be Given Priority Experience in deep learning platforms, including PyTorch, TensorFlow, TVM, etc. Experience in high-performance computing or embedded systems. Experience in algorithm designs. Knowledge of compilers or computer architecture Working Environment Operating Hours 8:30AM-5:30PM Work Place Institute of Information Science, Academia Sinica Treatment According to Academia Sinica standards: Postdoctoral Researchers: NT$64,711-99,317/month. Benefits include: labor and healthcare insurance, and year-end bonuses. Reference Site 洪鼎詠網頁: http://www.iis.sinica.edu.tw/pages/dyhong/index_zh.html, 吳真貞網頁: http://www.iis.sinica.edu.tw/pages/wuj/index_zh.html Please Email Your CV (including Publications, Projects, And Work Experience), Transcripts (undergraduate And Above), And Any Other Materials That May Assist In The Review Process To The Following PIs Acceptance Method Contacts Dr. Ding-Yong Hong Contact Address Room 818, New IIS Building, Academia Sinica Contact Telephone 02-27883799 ext. 1818 Email dyhong@iis.sinica.edu.tw Required Documents Dr. Ding-Yong Hong: dyhong@iis.sinica.edu.tw Dr. Jan-Jan Wu: wuj@iis.sinica.edu.tw Precautions for application Date Publication Date 2025-01-20 Expiration Date 2025-12-31

Institute of Plant and Microbial Biology Research Assistant (RA) / Postdoc 實驗室研究助理/博士後 申請者學須 Job Description Unit Institute of Plant and Microbial Biology JobTitle Research Assistant (RA) / Postdoc 實驗室研究助理/博士後 Work Content The lab of Ka Wai Ma is inviting application working on plant-microbiota research. The lab is using model system such as Arabidopsis thaliana and the associated culture collection to understand the principles governing plant-microbiota homeostasis. The lab routinely uses omics techniques including amplicon sequencing, transcriptomics and reconstitution system. In addition to general assistance in maintaining the bacterial culture collection, you will work on a project looking at the mechanistic basis of how bacterial microbiota members interfere with the plant immune response. The position is opened until filled 馬家威實驗室現誠聘研究助理/博士後，從事植物微生物相研究。本實驗室使用模式植物，例如阿拉伯芥和相關的微生物庫瞭解植物微生物相互動平衡機制。本實驗室大量使用多體學技術包括擴增子測序、轉錄組分析。除了協助實驗室日常工作和維護細菌微生物庫外，您還將參如 利用生化技術剖析細菌微生物群如何干擾植物免疫反應的機理基礎研究。 Qualifications Applicants are required to have research experience in molecular biology or biochemistry, and hold a MS degree (RA) or a PhD (postdoc). experience of microbiology is preferred. Good command of English and preferably basic knowledge of mandarin. 具碩士學位 (研究助理)或博士學位 (博士後)，份子生物學或生物化學科研經驗。 具微生物學經驗者優先考慮。 具基本英語交流，通華語為佳。 Working Environment Operating Hours Based on Academia Sinica regulation Work Place Institute of Plant and Microbial Biology, Academia Sinica, Ka Wai Ma’s lab Treatment Academia Sinica MS degree standards: NT$44,968/month or above. Academia Sinica PhD degree standards: NT$64,711/month or above. Merit-based prorated 1.5-month end-of-year bonus. 依中研院碩士級助理標準，44,968元/月(含) 或以上；博士標準，64,711元/月(含)。薪酬可議。考核績效後，發放 1.5 個月薪資的年終獎金。 You will receive training to work on plant gnotobiotic system, reconstitution experiment and multiple omics techniques. 本實驗室將提供植物無菌系統、微生物相重組實驗和多體學方面的培訓。 Reference Site https://ipmb.sinica.edu.tw/en/people/ipmb_researchers/ma-ka-wai Acceptance Method Contacts Dr. Ka Wai Ma Contact Address 台北市南港區 115201 研究院路二段128號 128 Sec. 2, Academia Rd, Nankang, Taipei 115201 Taiwan, R.O.C. Contact Telephone 886 02-27871115 Email kawaim7@gate.sinica.edu.tw Required Documents Please combine your 1) CV (resume) and 2) maximum two pages personal statement describing your motivation and interest for this position as a pdf file, and send them to Ka Wai Ma. Subject of email should be KWM_2025_YourName e.g. KWM_2025_Thomas. Please provide 3) the contacts of two references as well. Application package with a different format will not be considered. Shortlisted candidates will be invited for an interview. Position will be open until it is filled. 有意者請附上1) 履歷以及2) 兩頁為限描述你對此職位的相關經歷和興趣，合併為單一PDF檔寄至馬家威信箱。郵件主旨為KWM_2025_YourName，郵件不合規格者不獲受理。申請者請提供3) 兩名推薦人的聯絡方式。符合資格者將於稍後安排面試。 Precautions for application Date Publication Date 2024-12-16 Expiration Date 2025-06-30

Institute of Physics Postdoctoral Researcher 1 Person Job Description Unit Institute of Physics JobTitle Postdoctoral Researcher 1 Person Work Content We are a new interdisciplinary laboratory with an excellent research and work environment, welcoming highly motivated individuals to join our team. Our primary research explores biochemical and biophysical processes through a range of advanced experimental techniques. We apply cutting-edge microscopy to investigate bacterial energetics, chemotaxis, and motility. By integrating physical modeling and simulation, we push the boundaries of discovery, venturing into areas previously unexplored. Qualifications Candidates must hold a relevant doctoral degree (e.g., in biology or physics). Applicants should be capable of working independently as postdoctoral fellows. We are seeking lab members who are responsible, honest, and highly enthusiastic about science. Working Environment Operating Hours 0900-1800 Work Place The Institute of Physics, Academia Sinica Treatment Based on the salary standard of AS and experience of the candidate, starting from NTD. 64711 (Post-doctoral Fellow). Reference Site https://sites.google.com/as.edu.tw/motorsgroup Acceptance Method Contacts Dr. Chien-Jung Lo Contact Address Institute of Physics, Academia Sinica. 128 Academia Road, Section 2, Nankang, Taipei 115201 Contact Telephone 02-2789-6765 Email cjlo@as.edu.tw Required Documents CV, PhD Thesis, and publications Precautions for application Date Publication Date 2025-06-05 Expiration Date 2025-09-30

Institute of Statistical Science Postdoctoral Researcher and/or Research Assistant Job Description Unit Institute of Statistical Science JobTitle Postdoctoral Researcher and/or Research Assistant Work Content Assist the cooperative with statistical consulting and related services. Responsible for data analysis tasks, including data preprocessing, database construction, data analysis, and report writing. Participate in various activities organized by the Institute of Statistical Science and the cooperative. Assist with administrative affairs of the cooperative. Complete other tasks assigned as needed. Qualifications Research assistant requires a master's degree, and postdoctoral researcher requires a doctoral degree in Statistics or Data Science related fields. Knowledge in "Biostatistics," "Generalized Linear Models," "Multivariate Analysis," and "Categorical Data Analysis” is required Must be familiar with programming languages such as R, SAS, Python, with experience in database development/maintenance and application being a plus. Priority given to candidates with experience in statistics and scientific computing, as well as various types of data analysis. Preference given to candidates with expertise in biostatistics or bioinformatics. Working Environment Operating Hours 08:30~17:30 Work Place Institute of Statistical Science, Academia Sinica Treatment Based on the institute's salary standards and individual qualifications and experience (starting at NT$62,776 for Ph.D. holders, NT$43,624 for master's degree holders). Reference Site http://disc.stat.sinica.edu.tw/ Acceptance Method Contacts Dr. Shu-Chun Chen Contact Address No.128, Academia Road, Section 2, Nankang, Taipei, Taiwan Contact Telephone 2783-5611 ext. 476 Email scchen@stat.sinica.edu.tw Required Documents Resume in both Chinese and English (including autobiography), transcripts from university and above, and other beneficial documents for review. Precautions for application Application Method: Interested parties, please email the required documents to scchen@stat.sinica.edu.tw. Suitable candidates will be notified for an interview. Documents will not be returned. Date Publication Date 2024-08-08 Expiration Date 2025-12-31

Institute of Statistical Science Tenure-Track Faculty Positions 【Job Description】 Job Description Unit Institute of Statistical Science JobTitle Tenure-Track Faculty Positions Work Content 【Position description】 The Institute of Statistical Science, Academia Sinica, invites applications for tenure-track positions at the levels of Assistant, Associate, or Full Research Fellow (equivalent to Assistant, Associate, or Full Professor at universities). We seek visionary researchers eager to contribute to our interdisciplinary community. Candidates should bring fresh perspectives to statistics, data science, and related fields such as computer science and artificial intelligence. Academia Sinica, Taiwan’s most preeminent academic research institution, offers generous research funding, travel support, faculty housing, and other benefits. The Institute of Statistical Science provides a secure and stimulating research environment, with more than 30 faculty members, supportive administrative and IT teams, and many international visiting scholars and academic activities annually. Unlike university faculty, our researchers have the flexibility to choose whether or not to teach. Qualifications Candidates hold Ph.D. degrees in statistics, data sciences, computer science, or any related fields. Candidates with peer-reviewed papers or works published within the last five years are preferred. Working Environment Operating Hours 08:30~17:20 Work Place Institute of Statistical Science, Academia Sinica Treatment Based on Academia Sinica regulation. Welfare Based on Academia Sinica regulation. The Search Committee Acceptance Method Contacts The Search Committee Contact Address 128, Sec. 2, Academia Rd, Nankang, Taipei 11529, Taiwan, R.O.C. Contact Telephone +886-2-27835611 Email recruit@stat.sinica.edu.tw Required Documents A cover letter; (2) An up-to-date curriculum vita; (3) A detailed publication list; (4) Research proposals about current and future work; (5) Three letters of recommendation; (6) Representative publications and technical reports; (7) Master’s and doctoral advisers’ names. Additional supporting materials, such as transcripts for new Ph.D. degree recipients, may also be included. Precautions for application We have a rolling recruitment process and will review applications as they are received. Suitable candidates will promptly proceed to the subsequent evaluation stage. Applicants are advised to submit their applications early. The submission deadline for this round is December 1, 2025. Electronic submissions are encouraged. Applications should be submitted to Institute of Statistical Science, Academia Sinica 128, Sec. 2, Academia Rd, Nankang, Taipei 11529, Taiwan, R.O.C. E-mail: recruit@stat.sinica.edu.tw Date Publication Date 2025-06-18 Expiration Date 2025-12-01

Institute of Physics Faculty position 1 Person The Institute of Physics, Academia Sinica in Taipei, Taiwan, invites applications for tenure-track faculty positions in the areas of particle and gravitational physics, physics of active and biological systems, and quantum materials physics. Areas of particular interest include, but are not limited to, granular and soft matter, cell biophysics, physics of biomolecules and polymers, statistical physics, and fluidic phenomena. The recruitment is generally targeted at the Assistant Research Fellow level, but candidates with exceptional qualifications will be considered at more senior ranks. As Academia Sinica is the most prominent research institution in Taiwan, our institute is committed to the pursuit of excellence in physics research. Faculty can enjoy doing research in a well-equipped environment, and have the chance to apply for various research projects funded by the government or Academia Sinica itself, for example NSTC 2030 Cross-Generation Young Scholar Program, Academia Sinica Career Development Award, Academia Sinica Early-Career Investigator Research Achievement Award, etc. Job Description Unit Institute of Physics JobTitle Faculty position 1 Person Work Content Research Qualifications The successful candidate should have a Ph.D. degree in physics or related areas, and preferably at least two years of postdoctoral experience. She/he is expected to continue a strong tradition of the Institute in earning international recognitions in her/his research fields. Working Environment Operating Hours Based on AS regulation Work Place Institute of Physics, Academia Sinica Treatment Based on AS regulation Reference Site https://academicjobsonline.org/ajo/Academia%20Sinica/Administration%20Office%20of%20Institute%20of%20physics Acceptance Method Contacts Mr. Jim Kao Contact Address No. 128, Sec. 2, Academia Rd., Nangang Dist., Taipei City 115, Taiwan (R.O.C.) Contact Telephone Please contact by E-mail Email jimkao0826@gate.sinica.edu.tw Required Documents The application materials should be submitted via the AcademicJobsOnline, and should include a cover letter describing the major accomplishments of the applicant, a curriculum vitae, complete publication list selecting up to five representative journal publications, a statement on future research directions and plans, and the names and contacts of at least three senior scientists who can provide references (or arrange the recommendation letters to be submitted directly via the AcademicJobsOnline). The recruitment starts now until the positions are filled. Precautions for application The application materials should be submitted via the AcademicJobsOnline only. Date Publication Date 2024-08-28 Expiration Date 2025-08-27

Institute of Plant and Microbial Biology Research Assistant (RA) / Postdoc (CRISPR editing project) 實驗室研究助理/博士後 (CRISPR 基因編輯專案) technology Job Description Unit Institute of Plant and Microbial Biology JobTitle Research Assistant (RA) / Postdoc (CRISPR editing project) 實驗室研究助理/博士後 (CRISPR 基因編輯專案) Work Content The lab of Ka Wai Ma is inviting application working on plant- microbiota research. The lab is using different model systems and the associated culture collection to understand the principles governing plant-microbiota homeostasis. The lab routinely uses omics techniques including amplicon sequencing, transcriptomics and reconstitution system. The lab is currently looking for a motivated candidate to work on a CRISPR editing project. The project aims to use CRISPR technology to perform gene editing on crops with subsequent phenotyping. The position is opened until filled 馬家威實驗室現誠聘研究助理/博士後，從事植物微生物相研究。本實 驗室使用不同的模型系統和相關的微生物庫進行植物微生物相重組實驗 以了解植物微生物群互動平衡機理。實驗室大量使用比如包括擴增子測 序、轉錄組學技術。本實驗室目前正在尋找助理/博士後從事 CRISPR 編輯專案。該專案旨在使用 CRISPR 技術對作物進行基因編輯，並進 行表型分析。 Qualifications Applicants are required to hold a MS degree (RA) or a PhD (postdoc) have research experience in molecular biology and CRISPR experience in the use of golden gate cloning system, Gibson working experience on monocot/crops are preferred Good command of English and preferably basic knowledge of mandarin. 申請者要求 具碩士學位 (研究助理) 或博士學位 (博士後) 具份子生物學及CRISPR基因編輯經驗，無相關經驗者不作考慮 曾使用golden gate 及 Gibson 系統者為佳 具農作物相關操作經驗者優先考慮 具英語交流書寫能力，通華語為佳 (非必要) Working Environment Operating Hours Based on Academia Sinica regulation Work Place Institute of Plant and Microbial Biology, Academia Sinica, Ka Wai Ma’s lab Treatment Academia Sinica MS degree standards: NT$44968/month or above. Academia Sinica PhD degree standards: NT$64711/month or above. Merit-based prorated 1.5-month end-of-year bonus. 依中研院碩士級助理標準，44968元/月(含) 或以上；博士標準，64711 元/月(含) 或以上。薪酬可議。考核績效後，發放 1.5 個月薪資的年終獎 金。 You will receive training to work on plant gnotobiotic system, reconstitution experiment and multiple omics techniques. 本實驗室將提供植物無菌系統、微生物相重組實驗和多體學方面的培訓 。 Reference Site https://ipmb.sinica.edu.tw/en/people/ipmb_researchers/ma-ka-wai Acceptance Method Contacts Dr. Ka Wai Ma Contact Address 台北市南港區 115201 研究院路二段128號 Contact Telephone 886 02-27871115 Email kawaim7@gate.sinica.edu.tw Required Documents Please combine your 1) CV (resume) and 2) maximum two pages personal statement describing your motivation and interest for this position as a pdf file, and send them to Ka Wai Ma. Subject of email should be KWM_2025June_YourName e.g. KWM_2025_Thomas. Please provide 3) the contacts of two references as well. Application package with a different format will not be considered. Shortlisted candidates will be invited for an interview. Position will be open until it is filled. 有意者請附上1) 履歷以及2) 兩頁為限描述你對此職位的相關經歷和興 趣，合併為單一PDF檔寄至馬家威信箱。郵件主旨為 KWM_2025June_YourName，郵件不合規格者不獲受理。申請者請提 供3) 兩名推薦人的聯絡方式。符合資格者將於稍後安排面試。 Precautions for application Date Publication Date 2025-05-21 Expiration Date 2025-08-31