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Machine Learning Engineer (NLP)

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Job updated almost 2 years ago

Job Description

Mission:

To contribute AI and software engineering expertise to develop APIs suitable for market demands and help integrate required cloud services to build a professional cloud-based service with the team.

1.Participate in the team's system integration programming work by adopting ML/DL technology with other python/Java or other necessary language tools to fulfill business requirements. Find and troubleshoot program problems. Design and planning of program architecture. Program documentation is also required.

2.Participate in project requirement communication and analysis, company or client meeting discussion, and write meeting minutes if required.

3.Perform system design for the system development process, including planning documents, or table schema writing, deployment process, and original operating instructions, and submit them to marketing and customer service departments for further optimization

4.Exchange and share practical experience and professional expertise, and support the CRM team in troubleshooting.

5.Research and study reports assigned by the supervisor.

Requirements

- Solid Python programming skills in terms of data analysis and machine learning.
- Solid understanding of machine learning concepts.
- Familiar with API designation and demonstration.
- Participate in productization activities involving NLP-related technologies.
- Experience in machine learning frameworks such as Tensorflow, Keras, Pytorch, etc.
- Knowledge of unit testing, integration testing and etc.
- Research and evaluate pioneering machine learning and statistical model.
- Great communication skills, including document writing.
- [**Optional**] Knowledge of CI/CD, knowing infrastructure deployment, MLOps, and workflow.
- [**Optional**] Able to handle or solve problems independently.
- [**Optional**] Experience with Docker, Kubernetes, or products from popular cloud providers.

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長川資訊成立於2008年,以扎實技術背景與豐富產業經驗,投入『旅遊資訊系統開發』。

2019年長川資訊與德國旅遊技術公司 Peakwork 結成戰略聯盟,

2020年初Peakwork對長川的資本投資,及將其強大緩存技術

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