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AI Engineer
Job updated over 1 year ago
Job Description
- Hands on data processing, statistical analysis, algorithm development, and deployment in research and production
- Testing and maintaining models through A/B testing, retraining, supervising model performance
- Working with cross-functional medical, business, and technical teams to optimize data inputs according to model needs and outcomes
Requirements
- 兩年以上機器學習、資料前處理及Python實務開發經驗
- 熟悉資料前處理工具，如 numpy, pandas, scikit-learn
- 熟悉資料處理及機器學習相關演算法，如 SVM, decision tree, k-means
- 能獨力完成從資料前處理至建模的完整機器學習流程
- 熟悉Deep Learning開發框架，如 Pytorch, Keras, Tensorflow
- 熟悉 Git 版控
- 熟悉 Linux 操作
- 喜歡接觸/分享新技術
- 樂於接受挑戰
- 重視團隊合作，願意與團隊溝通、磨合出最有效率的共事方式- 對自我的工作品質要求
- 加分條件:
- 熟悉視覺化工具者尤佳
- 具備應用AI於醫療產業相關開發經驗者尤佳
- 熟悉資料庫者佳，如 MySQL, PostgreSQL
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About us
- AHEAD Intelligence(先勁智能)著重於利用機器學習開發快速、精準與客觀細胞檢測資料分析平台協助加速用於疫苗、藥物研發、細胞治療、疾病診斷與追蹤所需要的檢測資料分析
- AHEAD創辦人團隊集結來自台大醫院內科部血液科、台大醫學院內科、清大電機工程學系人類行為訊息暨互動計算研究室等專家，目前積極拓展國際市場
AHEAD delivers on-demand insights by replacing human visual interpretation of cell-level data with AI and machine learning. As the software intelligence layer between machine generated cell-level details and humans, the AHEAD platform offers AI/ML enhanced accuracy, 10X-20X faster results, and 3-6X lower costs. Low cost, on-demand insights, and higher productivity enable AHEAD to relieve bottlenecks and enable global availability.
