機器學習工程師 Machine Learning Engineer (OCR)

Job updated 2 days ago
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Job Description

與 AImazing 共同成長吧!:
* 擴展以及自我挑戰你的技術能力
* 近距離從事核心產品
* 一同目睹,經歷產品快速擴張到海外 (而不只侷限於台灣)
* 無層次結構(開放式溝通的文化)
* 小團隊,緊密合作
* 團隊平均年齡〜29歲。(活力十足!)
* 本公司適用國發會創業拔萃方案之【具創新能力之新創事業認定原則】,可聘請外籍人士

公司影片
2 分鐘了解公司產品: http://bit.ly/CR2minsintro
5 分鐘了解公司文化: http://bit.ly/CREmb5YT
5 分鐘不夠?: http://bit.ly/CRemb9YT

影片Q&A 系列 -
1)招聘工程師時注重的特質: http://bit.ly/CRfaqs3
2)為什麼在台灣設工程團隊以及面對的問題: http://bit.ly/CRfaqs2

Job Description:

We are seeking a highly skilled Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will be responsible for developing and implementing state-of-the-art OCR solutions that can accurately extract text from receipt images. Your work will contribute to enhancing our receipt OCR processing capabilities and automation efforts.




Responsibilities:

  • Design, develop, and optimize OCR models and algorithms to achieve high accuracy and efficiency in text extraction.
  • Collaborate with cross-functional teams to design and implement OCR solution.
  • Design, develop, and optimize OCR models and algorithms to achieve high accuracy and efficiency in text extraction.
  • Fine-tune and train OCR models on custom datasets to adapt to specific use cases and languages.
  • Collaborate with data labeling teams to create high-quality training datasets.
  • Evaluate and improve the robustness and scalability of OCR solutions.
  • Stay up-to-date with the latest advancements in OCR, computer vision, and natural language processing.

Requirements


Required Qualifications:
 

  • Bachelor's or Master's in Computer Science, Machine Learning, or a related field.
  • 2+ years of working experience in machine learning, deep learning, image processing, OCR and information extraction.
  • Strong programming skills in Python and experience with relevant libraries and frameworks (e.g., Tesseract, OpenCV, TensorFlow, PyTorch).
  • Familiarity with OCR preprocessing techniques, such as image enhancement, denoising, and deskewing.
  • Experience with deep learning, convolutional neural networks (CNNs), and recurrent neural networks (RNNs) for OCR tasks.
  • Excellent communication skills and the ability to collaborate with both technical and non-technical stakeholders.
  • Familiar with SQL.
  • Familiar with Linux environment.


Preferred Qualifications: 

  • Experience in successfully deploying algorithms and models to production systems end-to-end.
  • Experience in NLP, information extraction and text mining.



Other:

  • Autonomous
  • Teamwork
  • Honesty
  • Continuous learning
  • Self reflection



公司福利

  • 勞健保 / 勞退
  • 面議 (儘管提出來!)
  • 本公司適用國發會創業拔萃方案之【具創新能力之新創事業認定原則】,可聘請外籍人士

1
2 years of experience required
800,000 ~ 1,400,000 TWD / year
Partial Remote Work
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About us

Aimazing 於 2015 年在新加坡成立,2016 年於台北設立分公司,我們曾獲得新加坡金管會所頒發的 MAS Fintech Awards,入選 AppWorks #14 、UOB FinLab 和台灣資策會主辦的 FinTech Base。目前公司的業務涵蓋新加坡、馬來西亞及菲律賓市場,專注於數據導向型產品的開發,充分利用交易數據協助線下零售及餐飲業者創造價值。目前我們積極招募人才,邀請樂於團隊合作及跨國溝通的成員加入團隊。

看完 Q&A 影片,你將更了解我們喔!

Q&A
  • 這是一個怎樣的團隊?
    https://youtu.be/4HUxrKZeq-c
  • 什麼特質的人適合加入我們?
    https://youtu.be/BRHZohzfKg4
  • 為什麼選擇在台灣設立研發中心?跨國合作不難嗎?
    https://youtu.be/BRHZohzfKg4
  • 還想多了解我們嗎?
    https://youtu.be/kNukbrh3ZY0


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