Be the Next Game Changer
Data Science Internship - Demand Sensing in Demand Planner
Imagine new horizons….
Dassault Systèmes provides businesses and people with virtual universes to imagine sustainable innovations. Its 3DEXPERIENCE platform leverages the Company’s world-leading 3D software applications to transform the way products are designed, produced, and supported. With its online architecture, the 3DEXPERIENCE environment helps businesses to test and evaluate the eventual experience they will deliver to their customers. Twelve Brands are dedicated to that purpose.
DELMIA is one of these brands, focused to bring value to Manufacturing supply chain networks. It gives visibility across all time horizons and all the important information. DELMIA enables to Collaborate and digitally Model, Plan, Optimize and Perform the operations of entire networks. Connecting the real world with the virtual world to anticipate and execute desired outcomes across operations. With DELMIA we can MAKE it happen.
What will your Role be?
In the DELMIA Application Development department, we are looking for a data scientist Intern with a focus on machine learning to help us create world-class machine learning experiences that support our customers with their operations planning needs. This is a full-time 6-months internship based in the Dassault Systèmes R&D Lab in `s-Hertogenbosch, the Netherlands.
The assignment is focused on machine learning solutions for time series forecasting, and applying them in a demand sensing context. You will research and evaluate machine learning methods that leverage various internal and external variables to forecast demand in the short term on a granular level of detail. The demand sensing solution targets to serve industries with numerous stock-keeping units (SKUs). Thus, you will benchmark the evaluated methods against other methods in terms of computation time as well as forecasting accuracy.
The challenges ahead:
- Design and evaluate new machine learning-based time series forecasting solutions and analyse and improve existing solutions
- Spar with other data scientists about the design, implementation, and benchmarking of the solutions.
- Find which machine learning technologies can help solve our challenges the best. Research the latest developments in the field.
Your Key Success Factors
- Relevant background in a broad range of machine learning techniques.
- Working towards a Master’s degree in (Applied) Data Science, Cognitive Science, Business Analytics, (Applied) Artificial Intelligence or similar.
- High abstraction level and analytical ability, including decent object-oriented programming skills.
- Strong verbal and written communication skills in English.
- Communicative, enthusiastic, persistent, and flexible personality who can get work done.
Do you have a passion for machine learning and time series forecasting? If yes, then this might be the assignment for you.
Please apply if you’re interested, and include your resume as well as a cover letter with a clear motivation.
As a game-changer in sustainable technology and innovation, Dassault Systèmes is striving to build more inclusive and diverse teams across the globe. We believe that our people are our number one asset and we want all employees to feel empowered to bring their whole selves to work every day. It is our goal that our people feel a sense of pride and a passion for belonging. As a company leading change, it’s our responsibility to foster opportunities for all people to participate in a harmonized Workforce of the Future.
DELMIA helps industries and service providers connect the virtual and real worlds of global operations to re-imagine business for achieving sustainable excellence and delivering orchestration across value networks.