Job Responsibilities/ 工作职责 :
Responsibilities:
Collaborate with stakeholders to understand business objectives and define problems that can be addressed through machine learning and artificial intelligence.Collect, preprocess, and analyze large datasets to extract meaningful patterns and insights.Choose appropriate machine learning algorithms based on the nature of the problem, dataset characteristics, and desired outcomes.Develop and train machine learning models using programming languages like Python or R and frameworks such as TensorFlow or PyTorch.Identify and engineer relevant features from the data to enhance the predictive capabilities of machine learning models.Integrate machine learning models into existing systems or develop new applications that leverage machine learning capabilities.Optimize machine learning solutions for scalability and efficiency, particularly when d...