Cummins IT Jobs

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Cummins Inc. Machine Learning Intern 机器学习实习生 in Beijing, China

Machine Learning Intern 机器学习实习生

Description

  • Transfer engineering/business logic and algorithm into programming language (Python, R or Matlab). Design and develop innovative machine learning strategies for challenging problems. Design pipeline for big data preparation from Azure/AWS cloud or Data Lake.

  • Validate logic and algorithm with big data through modeling delivery and analytics reports.

  • Undergraduate or Master in Statistics, Computer Science, Data Science, Mathematics or Auto Engineering or closely related STEM fields.

  • Use deep learning and machine learning algorithms, and advanced mathematical models to deliver insight, recommendations and solutions.

  • Develop sustainable, consumable, accurate, and impactful reporting on model inputs, model outputs observed outputs and Key Performance Indicators (KPIs).

  • Present compelling, validated stories to team members and stakeholders throughout and at the completion of the internship.

Qualifications

  • Demonstrated proficiency in deep learning and machine learning algorithms and concepts- Familiarity with Python CV/ML tools; OpenCV, Sklearn, Numpy, and at least one deep learning package (Tensorflow/PyTorch/Keras).

  • Experience in developing, training and evaluating deep learning and machine learning models, have some practical experience in implementing deep learning architectures for image classification, object detection and object segmentation.

  • Good self-learning, analytical, writing and communication capability.

  • Provide technical contributions in a fast-paced team environment to accelerate our efforts on building an analytics-driven product pipeline.

  • Assess needs and recommends experiments, data, and projects, suggests new algorithmic development, drive tactical decisions about approaches and needed data.

Job SYSTEMS/INFORMATION TECHNOLOGY

Primary Location China-Beijing-Beijing-China, Beijing, CUMMINS HQ

Job Type Internship

Recruitment Job Type Student - Internship

Job Posting Dec 23, 2021, 11:15:38 PM

Unposting Date Ongoing

Req ID: 210008JM

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