Job Description
Our team has an immediate 12-month internship opening for a Researcher.
Responsibilities:
- Contributing to dataset quality analysis using machine learning methods for the OpenDataology open source project – A project that deals with providing data governance for AI datasets that are used to train commercial machine learning models.
- Research, design and implement automated dataset quality evaluation metrics and data quality anti-patterns analysis tools.
- Research, design and implement automated dataset provenance and lineage analysis tools.
- Contributing to the publishing of research papers in top-tier SE and AI venues (e.g. ICSE, FSE, ASE, TSE, TOSEM, ICLR, ICML, NeurIPS) and high-impact intellectual properties (e.g., patents).
- Actively engage in the OSS project OpenDataology and make regular contributions.
Job requirements
What you’ll bring to the team:
- Currently enrolled in a Master or Ph.D. degree in Computer Science, Electrical and Computer Engineering, Statistics, Applied Mathematics, or a related field.
- Experience in conducting research in any one of the following areas of software engineering: software engineering for AI, AI for software engineering, software analytics, Open source licensing.
- Experience in developing software and conducting data analysis with python/R.
- Experience and understanding of end to end development of AI/ML models.
- Published papers in top tier software engineering conference and journals is an asset (e.g.,ICSE, FSE, ASE, TSE, TOSEM, EMSE).
- Experience of having worked with open sources communities is an asset.
- Good communication skills, willingness to collaborate.
Company Info.
Huawei
Huawei is a Chinese multinational technology corporation headquartered in Shenzhen, Guangdong province. It designs, develops, manufactures and sells telecommunications equipment, consumer electronics, smart devices and various rooftop solar products. Huawei has deployed its products and services in more than 170 countries and areas.
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Industry
Telecommunications,Artificial intelligence,Cloud computing,Semiconductors,Consumer electronics,Internet of things
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No. of Employees
194,000
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Location
Shenzhen, Guangdong Province, China
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Website
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