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Innovator Data Science Building and Infrastructure

  • Type Job
  • Degree Bachelor
  • Location Delft, NetherlandsDelftNLDelft
  • Posted
  • Start date -
  • Deadline -
  • FULL_TIMEITOther

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WHAT WILL YOU BE DOING?

We expect that the increasing possibilities of sensors, the 5G network, real-time data collection, big data analysis, machine learning and artificial intelligence will provide a big boost to the digital transformation in the construction industry. This will impact not only the design, but also the maintenance and renovation of the built environment and infrastructural assets. In the building and infrastructure domain, we work together with our clients on developing new methods to search for, link up and detect trends in large datasets (such as in BIM).

We believe that in future it will be possible to increasingly automate the testing of new designs against building regulations by using self-learning systems and intelligence. We also envisage every building structure in the Netherlands having a virtual twin of which the structural and material behaviour has been modelled, and which monitors the status, thanks to continuous real-time data feeds from sensors, and even autonomously reports when maintenance or repairs are required. Can you imagine what is possible when you combine these data, or what you could achieve if you also added data from other domains?

WHAT DO WE REQUIRE OF YOU?

You have a university degree with a technical background: a Master's in Computer Science, AI, Machine Learning, (statistical) Data Science of Mathematics, Technical Physics or Civil Engineering with a specialisation in BIM/ICT.

  • The skills to translate ideas into working prototypes of tools or products and to guide others in the processing of refining them into market-ready products;
  • Experience with at least one of the following technologies: JAVA, BIM server, IfcOpenShell;
  • Experience with (BIM) SparQL, JSON, voxels, 3D geometry and server-side computing (machine learning) is a plus;
  • Affinity with construction practice, from the design phase through to the use phase, is an advantage;
  • Knowledgeable about Machine Learning methods and aware of the relevant prerequisites, opportunities and limitations;
  • Experience with using machine learning libraries (e.g. TensorFlow, Keras, sklearn, Caffe and Torch) is an advantage.

You are inquisitive, objective and can express your ideas well. In addition, you can independently translate new ideas and concepts into convincing prototypes.

WHAT CAN YOU EXPECT OF YOUR WORK SITUATION?

TNO is an independent research organisation whose expertise and research make an important contribution to the competitiveness of companies and organisations, to the economy and to the quality of society as a whole. Innovation with purpose is what TNO stands for. With 3000 people we develop knowledge not for its own sake but for practical application. To create new products that make life more pleasant and valuable and help companies innovate. To find creative answers to the questions posed by society. We work for a variety of customers: governments, the SME sector, large companies, service providers and non-governmental organisations. Working together on new knowledge, better products and clear recommendations for policy and processes. In everything we do, impact is the key. Our product and process innovations and recommendations are only worth something if our customers can use them to boost their competitiveness.

WHAT CAN TNO OFFER YOU?

Work enjoyment means something different for each employee. This is why we offer a-la-carte terms and conditions of employment that you can switch around on a monthly basis. Flexible working hours (like 4 days x 9 hours) and different leave schemes mean that you can create a package attuned to your specific wishes.

TNO attaches great value to both your personal and your professional development. Many opportunities exist for you to develop: conferences, courses, workshops, coaching, intervision, mentoring and job rotation. At TNO you can orchestrate your own career.

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