职位详情
年终奖金
五险一金
扁平管理
管理规范
技能培训
弹性工作
Job Responsibilities:
1. Design, develop, and deploy accurate forecasting models for capturing and predicting trends, patterns, and anomalies in business data.
2. Conduct feature engineering to extract relevant features from the data that can enhance the accuracy of the forecasting models.
3. Train and fine-tune forecasting models using various machine learning techniques such as regression, time series analysis and deep learning.
4. Evaluate the performance of the models using appropriate metrics and iterate on the models to improve their accuracy and robustness.
Required Skills / Experience:
1. At least 4 years of professional software development experience with Machine Learning
Proficiency in Python and experience with ML frameworks
2. Understanding of statistical modeling techniques, time series analysis, and forecasting methodologies
3. Understanding of issues and opportunities of applying ML for forecasting and recommendations
4. Experience in cleaning, preprocessing, and transforming business data
5. Experience in SAP BTP Cloud Foundry environment and BT services
6. Familiarity with cloud providers such as AWS, Azure, GCP
7. Ability to work in an agile environment using Scrum methodology
8. Strong communication and collaboration skills, with the ability to work effectively in English
其他信息
语言要求:英语
行业要求:全部行业