Internship Machine Learning & analytics for demand planning & market intelligence We use cookies to offer you the best possible website experience. Your cookie preferences will be stored in your browser’s local storage. This includes cookies necessary for the website's operation. Additionally, you can freely decide and change any time whether you accept cookies or choose to opt out of cookies to improve the website's performance, as well as cookies used to display content tailored to your interests. Your experience of the site and the services we are able to offer may be impacted if you do not accept all cookies. Modify Cookie Preferences Accept All Cookies Press Tab to Move to Skip to Content Link Skip to main content LANGUAGE Deutsch (Deutschland) English (United Kingdom) LOG IN LANGUAGE Deutsch (Deutschland) English (United Kingdom) LOG IN LANGUAGE Deutsch (Deutschland) English (United Kingdom) LOG IN VIEW ALL OPEN POSITIONS STUDENTS & GRADUATES LOCATIONS JOIN OUR TALENT COMMUNITY Search by Keyword Show More Options Loading... Location All Employment Type All   Clear × Select how often (in days) to receive an alert: Create Alert × Select how often (in days) to receive an alert: Apply now » Internship Machine Learning & analytics for demand planning & market intelligence Location:  Haag, St. Gallen, CH Employment Type:  Fixed Term Contract     BE GREAT TOGETHER WITH US. Innovation, Efficiency and Ambition: this is what VAT has stood for over 50 years.  With this passion, VAT has grown to become the leading international developer, manufacturer and supplier of high-performance high-end vacuum valves and vacuum sealing technology, employing over 2000 people worldwide.  The headquarters are located in Haag (Switzerland), the production centers in Switzerland, Malaysia, Romania and Taiwan.        WHAT YOU WILL EXPLORE:   The highly advanced semiconductor industry relies heavily on vacuum processes and therefore, vacuum valves. VAT is the undisputable market leader and has a long history in developing vacuum valves for semiconductor and other industries, such as space and solar. Planning the operations and supply chain in such a critical company, with thousands of different unique products requires a good demand forecasting and planning, with high accuracy, transparency, and efficiency. The goals of this project include bringing market intelligence into demand planning, developing statistical and machine learning approaches for demand scenario generation, and improving forecasting KPIs. In addition, you will have the opportunity to use and understand the big business data of the company and have interfaces with various corporate functions such as sales, operation and business units.      YOUR CHALLENGES:   •    Carry out literature review and identify best practices in the use of market intelligence and ML in demand forecasting  •    Understand, extract, clean and structure the relevant business and market big data •    Identify the important business drivers, and their relation to the demand •    Perform multivariate time-series forecasting, feature engineering, dimensionality reduction, classification etc. •    Implement the findings into an automated tool and the business process       YOUR COMPETENCES:   •    Studies in engineering, math, physics, business administration or similar •    Strong analytical thinking, technical, communication and presentation skills  •    Strong programming (Python) and machine learning skills, familiarity with Excel   Are You Ready for the Challenge? Then we look forward to receiving your   electronic application today!   Start date: ASAP Workload:  100% Duration:  6 months         Apply now » Find similar jobs: Students & Graduates, Studenten Und Hochschulabsolventen, Open Positions Cookie Consent Manager Imprint Privacy Policy Talent Form Please note that we do not accept unsolicited resumes from recruitment agencies. Applications and resumes submitted by anyone will be considered unsolicited and will not create any contractual obligation on our part. All third party terms and conditions are explicitly waived. We reserve the right to directly contact candidates whose profiles match our requirements without any fee due to any recruitment agency. 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