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Apple Machine Learning Engineer Manager China, Beijing, Beijing 955837593
14.12.2024
Description
Collaborate with team members, including business partners, data engineers, and platform architects, to find opportunities and translate requirements into scalable technical solutions.Design and supervise the implementation of real-time and batch decision-making systems powered by innovative machine learning approaches.Ensure the operational health of deployed systems by supervising and responding to adversarial trends with agile decision-making.
Minimum Qualifications
- Strong understanding of machine learning and deep learning algorithms, with hands-on experience in areas such as: Time series forecasting, anomaly detection, generative models, reinforcement learning, transformers, BERT, GPT, T5, and conversational models.
- Working knowledge of large-scale distributed systems (e.g., Hadoop, Spark) and cloud computing platforms such as AWS Sagemaker.
- Advanced programming skills in Python, Java, Scala, or C++ for building and scaling ML systems.
Preferred Qualifications
- Shown leadership experience, including leading and mentoring high-performing teams.
- Outstanding verbal and written communication skills, with the ability to convey meticulous mathematical and technical concepts to diverse audiences, including executives and non-experts.
- Demonstrated ability to develop and implement data-intensive pipelines and applications.
- Shown overseas work experience, with a strong ability to lead multicultural teams and collaborate across global regions.
- Creativity to explore novel features, signals, and methodologies to push the boundaries of ML solutions.
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