ML Engineer _S
5 months ago
1)负责研究人工智能方向的前沿算法和技术,并将相关算法应用到公司的业务场景中
2)深入业务,理解业务运作逻辑,利用数据分析手段,发现业务瓶颈并提出建议
3)承担数据化运营的数据分析和算法设计工作,通过对海量的业务数据进行数据化的分析处理,为数据化运营提供决策支持
4)应用先进的统计建模、数据挖掘、机器学习等方法建立数据模型以解决供应链运作实际问题:如销售预测,财务预测,用户行为预测等
5)配合团队协作,解决项目技术难地方
6)完成部门交付的其它工作
Job Requirement:
1)研究生及以上学历,计算机相关数学统计学专业优先
2)精通Python、Tensorflow/PyTorch、SQL、Spark。具有编写高效SQL查询和可读、可维护、可测试代码的经验
3)具备业务抽象和信息建模能力,能够将复杂的业务场景分解、抽象成ML/AI问题的能力
4)有机器学习、数据挖掘等实际项目,最好是有预测相关项目经验优先
5)理解处理数据分析和建模的基本概念和常用方法
6)熟悉经典的算法并有实践经验者优先,包括但不限于LR、SVM、GBDT、Reinforcement Learning、Deep Learning等
What’s In It For You?
- Elective Benefits: Our programs are tailored to your country to best accommodate your lifestyle.
- Grow Your Career: Accelerate your path to success (and keep up with the future) with formal programs on leadership and professional development, and many more on-demand courses.
- Elevate Your Personal Well-Being: Boost your financial, physical, and mental well-being through seminars, events, and our global Life Empowerment Assistance Program.
- Diversity, Equity & Inclusion: It’s not just a phrase to us; valuing every voice is how we succeed. Join us in celebrating our global diversity through inclusive education, meaningful peer-to-peer conversations, and equitable growth and development opportunities.
- Make the Most of our Global Organization: Network with other new co-workers within your first 30 days through our onboarding program.
- Connect with Your Community: Participate in internal, peer-led inclusive communities and activities, including business resource groups, local volunteering events, and more environmental and social initiatives.
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