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1. 資料探勘與深度學習/大語言模型、多媒體社群網路與通訊網路、應用數學應用相關研究。
2. 或者具備演算法設計、圖論、最佳化、賽局理論、機器學習、深度學習、統計推論、隨機程序相關背景愛好數學。
3. 實作深度學習模型、大型語言模型等，收集資料集並進行以上模型實驗。
4. 或者有興趣網路或巨量資料分析系統實作、程式撰寫適合擬專心研究論文撰寫，未來從事學術工作者。

1. 參與資料探勘、深度學習與大型語言模型相關前瞻研究。
2. 負責演算法設計、模型優化及研究成果之論文撰寫。
3. 開發並實作基於深度學習與大型語言模型的應用系統，例如智慧交易平台、智慧代理（Agent）應用等。

Our research team is seeking a Postdoctoral Researcher to join us in exploring the evolution, ecology, and biology of eukaryotic microbes with key ecological roles on Earth. We focus on the interactions between microbes and their environment and utilize cutting-edge omics and bioinformatics tools to uncover their evolutionary trajectories and regulatory mechanisms. Currently, we are conducting an NSTC-funded project on marine algae, population variation, and warming. This position is open until filled.

Research Topics
1. Population genomics and evolutionary biology of marine algae.
2. Effects of oceanographic and physico-chemical factors on algal distribution.
3. Genomic variation, transcriptomic regulation and physiological properties of lipid synthesis and host-virus interactions in marine algae.

Job description:
1. Lead and participate in research projects.
2. Design and conduct experiments or data analyses.
3. Establish standardized protocols or pipelines for all team members.
4. Actively participate in scientific writing and presentation
5. Mentor junior researchers

Our research team is seeking 1~2 Research Associates to join us in exploring the evolution, ecology, and biology of eukaryotic microbes with key ecological roles on Earth. We focus on the interactions between microbes and their environment and utilize cutting-edge omics and bioinformatics tools to uncover their evolutionary trajectories and regulatory mechanisms. Currently, we are conducting an NSTC-funded project on marine algae, population variation, and warming. This position is open until filled.

顧銓研究室現正招募 1 至 2 位研究助理，加入我們探索真核微生物之演化、生態與生物學上的關鍵生態角色。我們著重微生物與環境之間的互動，並利用尖端的多體學與生物資訊工具發掘演化軌跡與調控機制。目前我們正執行國科會(NSTC)資助的計畫，研究海藻族群變異與暖化相關議題。本職缺即日起開放申請，額滿為止。

Research Topics
1. Population genomics and evolutionary biology of marine algae.
2. Effects of oceanographic and physico-chemical factors on algal distribution.
3. Genomic variation, transcriptomic regulation and physiological properties of lipid synthesis and host-virus interactions in marine algae.

研究主題
1. 海洋微藻族群基因體學與演化生物學
2. 海洋科學及海洋物理化學因子對微藻分佈的影響
3. 海洋微藻基因體變異,、轉錄體調控、生理特性對脂質生合成機制影響 ，以及對宿主-病毒交互作用關係。


Job description (Tasks are assigned flexibly; not all are required.)
-Culture and maintain microalgal and protist strains.
-DNA/RNA extraction, NGS libraries preparation, and perform sequencing.
-Design and conduct genomic, transcriptomic, or metabolomics experiments and analyses.
-Perform bioinformatic analyses, including genome assembly, annotation, and phylogenomic analysis, etc..
-May participate in field sampling during research cruises.
-Manage routine laboratory tasks and other assigned duties.

工作內容（彈性分配，非所有項目皆為必須）
-培養與維護微藻與原生生物菌株
-DNA/RNA抽取、NGS library建置與定序
-設計並執行基因體、轉錄體或代謝體實驗與數據分析
-生物資料分析，包括基因體組裝、註解、系統基因組學分析等
-研究航次期間，可能需參與現場採樣
-實驗室例行管理與其他交辦事項

地理人工智慧 (GeoAI)、地理計算(Geo-Computing)或計算社會科學(Computational Social Science) 等地理資訊科學相關領域研究

1. 程式撰寫以及資料處理。
2. 報告撰寫。

(一) 本院智慧財產權管理、推廣、運用。
(二) 本院研究成果商業開發、技轉事項。
(三) 本院其他臨時交辦事項。

工作內容: 研究、程式撰寫、實驗、系統開發、論文撰寫與投稿、技術教學、其他研究相關事項

實驗室研究主題：
1. LLM架構分析、微調、應用開發、安全對應、蒸餾
2. 假新聞與新聞素養相關
3. 運動科技相關
4. RAG 相關
5. LLM Impersonate、個性化與情感激發

實驗室與業界合作緊密，有機會進行實務開發，並使用業界資料與資源。

一、電腦與周邊設備軟硬體管理、故障排除與技術支援。
二、操作與維護中央控管系統，協助執行權限與政策等基礎設定。
三、其他交辦事項。

一、負責系統軟硬體之建置、障礙查測暨優化、日常維運及其他整合性作業，確保資訊系統穩定運作。
二、共同打造AI應用，協助AI模型的開發、訓練與部署，並參與系統架構設計與優化。
三、參與跨部門的專案合作，拓展專業領域，且有機會參與新興技術的導入與研究。

【Research Focus】
The Lab for Cell Dynamics (LCD) at Academia Sinica explores the biological functions of large-scale cell death during embryonic development, integrating advanced quantitative and imaging techniques. Our recent work (PMID: 38987590) reveals how developmental signals prime cells for death and how this process might influence aging. We invite passionate junior scientists to join our team to investigate:
1.How developmental cues orchestrate cell death during development.
2.The potential link between developmental death signaling and the aging process.

My lab at the Institute of Molecular Biology (IMB), Academia Sinica, focuses on the rapid evolution of essential genes and chromosome structures. We are particularly interested in the paradox of how genes and chromosomal features critical for survival and reproduction, typically expected to be evolutionarily conserved, can instead evolve rapidly under strong positive selection. To investigate this, we integrate genetics, genomics, and cytology to uncover the causes and consequences of this phenomenon.

We are seeking 1 postdoctoral researcher to conduct and lead research projects. Candidates will earn authorship on resulting publications and will be strongly encouraged to develop and lead independent projects. Successful candidates will have opportunities to attend international conferences and visit collaborator labs in US or Canada. I’m strongly committed to supporting career development and mentorship for all team members.

Responsibilities:

Lead and contribute to research projects, including international collaborations
Draft and revise manuscripts for publication; assist in grant writing
Develop and pursue independent research directions
Mentor junior lab members
Present data at lab meetings and provide regular project updates
Maintain weekly progress reports on experiments and analysis