Internship/Graduation Case: Anomaly detection in time series

Data Science Internships
  • Netherlands

Internship/Graduation Case: Anomaly detection in time series
For further development of our team we are looking for interns to join us in our work within the field of Data Science / Sensor data analytics. Our team is working on developing algorithms for anomaly detection in sensor data. This is very important, since sensor data has a significant role in the operations of our clients (for example water authorities).
 
One of the challenges in the development of these models is to distinguish between different types of anomalies (for example: extreme values, flatlines, noise, …). On the other hand, we need the business rules for these anomalies to depend on several conditions (for example the weather). This requires a combination of regression models and optimization of business rules.

We are currently exploring various ways to improve these models. Your skills will be applied to support and improve these models. You can think of:

  • Sensor data analysis
  • Setting up experiments to test new algorithms
  • Develop algorithms for different types of anomalies in python
  • Develop several data imputation model
  •  …
  • Anything you can bring to the table yourself! We are always curious to hear what you can think of yourself.

If you are looking for an actual working internship or graduation research, there are multiple forms of internships available. The specifics will depend on the requirements of your study. 

Your profile
Are you currently pursuing a Master’s degree in Business analytics, Statistics, Computer Science or a related field of study, preferably with some course on time series analysis? Are you keen on machine learning, anomaly detection or sensor data? Do you have any experience in Python programming? Do you have an active attitude, can you work independently and do you want to own a problem and take the lead in finding the solution? Contact us!

Today’s industrial companies face numerous new challenges. Rapid urbanisation and population growth are placing a strain on resources, environmental concerns are driving the need for greater sustainability, and digitisation is transforming well-established methodologies. To meet these challenges head-on, firms must adapt now –or risk being left behind.
At Royal HaskoningDHV Digital, we combine the latest digital technologies with over 140 years of engineering experience to help clients in various industry sectors to thrive in this new environment. We can help you expand your capabilities, maximise productivity, gain new insights, and embrace the full potential. Following an internship or graduation research here is a good start for a successful career with us or elsewhere. You will become a full-fledged employee and will get to know the organization from the inside. You will work together with people who, like you, think beyond where other people stop. Your insights and knowledge will be used to find the best solution to a client’s problem.

Interested? Or would you like some more information first? Please don’t hesitate to contact us:

Tom Moekotte (tom.moekotte@rhdhv.com) or Fionna Heuff (fionna.heuff@rhdhv.com)

Apply Now