某五百强外企
Data Scientist
IT/通信/互联网
计算机/互联网/通讯
深圳
3-5年
学历不限
¥25 - 30K/月
职位描述
Key Responsibilities
- participate in Machine Learning project lifecycle: problem scoping, data acquisition, feature engineering, model training, evaluation, deployment, and monitoring
- Develop and optimize machine learning models (classification, regression, clustering, ranking, recommendation) using Python and PyTorch
- Basic Understanding on feature engineering pipelines and data preprocessing workflows at scale
- Deploy models to production environments on cloud platforms using containerization
- Monitor model performance in production, detect drift, and implement retraining strategies
职位要求
Required Qualifications
- Bachelor's or Master's degree in Computer Science, Machine Learning, Statistics, Mathematics, or a related quantitative field
- Sound Python proficiency with pyspark experience
- Solid experience with PyTorch for model development and training
- Working knowledge of classical ML (scikit-learn) and deep learning techniques
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