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Job Description:

Job Description

Develop a smart tool for CN vehicle demand forecasting
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Phase I (1~3 months): basic requirement
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1. collect and analyze history data of production, sales, inventory, diffience between original forecast and actual… on OE customer & car module levelxxx7;
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2. develop a user friendly tool to report and search above history dataxxx7;
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Phase II (6~9 months): advanced requirement
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1. based on Phase I data, anlyze and rank demand forecasting's style and accuracy of CN OE customers;
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2. according to ranking, design data logics (or data model) of CN OE demand forecasting on car moduel level. User can adjust input variables (of data logics) to generate new data model ;
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3. according to data logics and history data, the tool can provide proposals of CN OE demand forecasting of following 1~6 montths on car module level.
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Phase III: Final Target
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based on phase II data, and RBCC order sharing, vehicle configuration ratio..., the tool can provide proposal of CN OE demand forecast of following 1~6 months on RBCC product (PN) level.
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Qualifications

Qualifications:
1. Working experience in the automotive industry and the consulting industry preferred;
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2. Applied mathematics, statistics, machine learning, computer and other related science and engineering education background;
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3. Familiar with one programming language: Python, R, SAAS, Java, etc., proficient in Python (Pandas, Sklearn, TensorFlow) is preferred;
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4. Good data sensitivity, able to find valuable laws from the data, and have relevant experience in data analysis, mining and modeling;
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5. Familiar with data mining related algorithms, including but not limited to decision trees, clustering, logistic regression, association analysis, SVM, Bayes, etc.;
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6. Rich theory and project practice in one or more application scenarios, not limited to Data Mining / Machine Learning / Deep Learning;
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7. Participated in kaggle, Tianchi, DataCastle or related mathematical modeling competition is preferred;
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8. The first two must be the basis of mathematics, programming, machine learning, professional domain knowledge, and in-depth knowledge of the industry. The first three are priority. If you can reach more, it is the one we urgently need.
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Source: Company website
Posted on: 20 May 2020
Type of job: Internship
Languages: English
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