- Islandwide (Singapore) Singapore
工作地点
职位描述
岗位职责
Design and build machine learning (ML) and deep learning (DL) models
Work with frameworks like TensorFlow, PyTorch, Scikit-learn
Train, test, and optimize models for accuracy and performance
Collect and clean structured/unstructured data
Perform data preprocessing and feature engineering
Work with large datasets using SQL, Python, or big data tools
Develop AI algorithms such as:
Natural Language Processing (NLP)
Computer Vision
Recommendation Systems
Improve model efficiency and scalability
Deploy AI models into production environments
Integrate AI solutions with web or mobile applications
Use cloud platforms (AWS, Azure, Google Cloud)
Monitor model accuracy and performance
Update and retrain models when required
Fix bugs and improve system reliability
Work with software developers, data scientists, and business teams
Explain AI concepts to non-technical stakeholders
Document AI solutions and workflows
Stay updated with latest AI trends
Experiment with new tools and technologies
Improve existing AI systems
Programming: Python, R, Java
ML/DL Frameworks
Data structures & algorithms
Statistics & Mathematics
Cloud & DevOps knowledge
Problem-solving
Critical thinking
Communication skills
Team collaboration
重要安全守则
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