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Cummins Inc. Deep Learning Intern – Machine Vision 深度学习实习生-机器视觉 in Beijing, China

Deep Learning Intern – Machine Vision 深度学习实习生-机器视觉


Job summary:

  • Research and develop computer vision and deep learning algorithm (object detection, image classification, etc.)

  • Apply algorithms from computer vision, deep learning, and other fields to practical scenarios, such as recognition of safety helmets, or detection of employee work badges

  • Optimize our current models. Troubleshoot and debug model

  • Help engineering team integrate it into the production application

Key responsibilities:

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

  • Good selflearning, analytical, writing and communication capability

  • Provide technical contributions in a fastpaced 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;

  • 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 and competencies:

  • 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,

  • Experience in implementing deep learning architectures for image classification, object detection and object segmentation


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

Job Type Internship

Recruitment Job Type Student - Internship

Job Posting Sep 26, 2021, 8:48:32 PM

Unposting Date Ongoing

Req ID: 210006IC