工作描述
47 天前
Responsibilities
• Design, implement, and optimize machine learning models to address business challenges.
• Collect, clean, and preprocess data to ensure high-quality AI model input.
• Evaluate model performance and iterate designs for improved accuracy.
• Deploy machine learning models in production, ensuring scalability and reliability.
• Prepare technical documents of model architectures and methodologies.
• Stay updated on AI advancements and apply new techniques to banking projects.
• Troubleshoot issues related to data quality and model performance.
• Provide training and support for end-users on AI tools and models.
Requirements
Technical Skills
• At least 2-3 years of solid experience in AI development or data science.
• Proficient in programming languages such as Python, Java, React, Vue
• Working experience with frameworks like TensorFlow, PyTorch, Keras, and Scikit-learn.
• Strong data manipulation skills using libraries like Pandas and NumPy.
• Solid understanding of statistical methods applied in AI algorithms.
• Familiarity with NLP concepts and techniques, including tokenization and text generation.
• Working experience in LLM frameworks, including Hugging Face Transformers and OpenAI API.
• Knowledge of LLM architecture (e.g., transformers) and experience with API integration.
• Design, implement, and optimize machine learning models to address business challenges.
• Collect, clean, and preprocess data to ensure high-quality AI model input.
• Evaluate model performance and iterate designs for improved accuracy.
• Deploy machine learning models in production, ensuring scalability and reliability.
• Prepare technical documents of model architectures and methodologies.
• Stay updated on AI advancements and apply new techniques to banking projects.
• Troubleshoot issues related to data quality and model performance.
• Provide training and support for end-users on AI tools and models.
Requirements
Technical Skills
• At least 2-3 years of solid experience in AI development or data science.
• Proficient in programming languages such as Python, Java, React, Vue
• Working experience with frameworks like TensorFlow, PyTorch, Keras, and Scikit-learn.
• Strong data manipulation skills using libraries like Pandas and NumPy.
• Solid understanding of statistical methods applied in AI algorithms.
• Familiarity with NLP concepts and techniques, including tokenization and text generation.
• Working experience in LLM frameworks, including Hugging Face Transformers and OpenAI API.
• Knowledge of LLM architecture (e.g., transformers) and experience with API integration.
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