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Apple ML Manager - Operations Business Process Reengineering Advanced Analytics China, Beijing, Beijing 114137542
29.06.2024
Description
- Implement data science pipelines and applications in a general programming language such as Python, Scala, Java or C++- Design and develop Machine Learning based models to solve complex supply chain problems, with a focus on predictive analytics and forecasting- Build large scale execution models in ambiguous environments- Determine essential tradeoffs within the models and take an active role in clearly communicating the recommendations to senior management
Key Qualifications
- 12+ years of experience with 5+ years managing and leading a team of data engineering and machine learning scientists
- Strong partner - invested in the collective success of the team and project outcomes along with developing the talent within the team
- Current or prior hands on experience in developing end to end solutions for predictive analytics, forecasting, decisioning and automation (ML Ops)
- Practical experience solving real world problems and understanding of algorithms for classification, regression, clustering, and anomaly detection
- Experience in the field of univariate, multi variate and forecasting models in general
- Familiarity with cloud database technologies like AWS, Snowflake, Singlestore etc.
- Excellent software architecture and design skills
- Sound communication skills - adept at messaging domain and technical content, at a level appropriate for the audience.
- Innate curiosity and bias to action with expert ability to identify, define and implement project plans and develop modeling approaches suitable for the problem
- Self-sufficient with an ability to thrive in an environment of autonomy amidst ambiguity
- Experience prototyping and developing software in programming languages (Java/C++/Python/Perl)
Education & Experience
BTech in Computer Science or IT / MBA from a premier school
Additional Requirements
- - Supply chain operations planning and material management experience and/or prior role in supporting supply chain business processes preferred
- - Experience with large data sets, Big Data and analytics
- - Strong communication and presentation skills
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