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Job updated 7 months 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

- 2+ years of experience developing and optimizing machine learning pipeline

- Strong programming skills in Python and command line usage

- Hands on experience in processing data and identifying patterns

- In depth knowledge of machine learning algorithms, such as SVM, decision tree, k-means

- Familiar with at least 1 deep learning framework, such as Pytorch, Keras, Tensorflow

- Knowledge of various machine learning techniques and key parameters that affect their performance

- Maintain pipeline

- Strong data visualization techniques

- Excellent writing and verbal communication skills

- Knowledge of applied ML in the medical domain

- Experience with programming data engineering languages like SQL

Interview process

We will conduct screening test and remote interview

The final interview will be in person with C level executives  

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2 years of experience required
75,000 ~ 100,000 TWD / month
Partial Remote Work
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Logo of AHEAD Intelligence Ltd. 先勁智能有限公司.

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.


Team

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CEO
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