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Cummins Inc. Deep Learning Intern – NLP / 深度学习实习生-自然语言处理 in Beijing, China

Deep Learning Intern – NLP / 深度学习实习生-自然语言处理

Description

  • Research and development of natural language processing algorithms (text classification, semantic segmentation, entity recognition, etc.)

  • Apply natural language processing, deep learning and other domain algorithms to real-world scenarios, such as knowledge graphs, question and answer systems, recommendation systems, etc.

  • Optimize our current models. Troubleshoot and debug model. Help engineering team integrate it into the production application.

  • 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

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

  • 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.

  • Demonstrated proficiency in deep learning and machine learning algorithms and concepts.

  • Familiarity with Python NLP/ML tools: Bert、Transformer、Attention、CRF、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 natural language processing.1

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, 11:04:58 PM

Unposting Date Ongoing

Req ID: 210008JK

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