Data Analysis, Data Warehousing, JavaScript, Machine learning techniques, Python Programming, R Programming, Statistics
The Position
Internship for 6 Months Project:
Machine Learning / automated analysis of production data and anomaly detection for predictive maintenance applications
Task:
Roche operates a so-called data warehouse in which all production data is collected and analyzed to a certain degree. The data is obtained from hundreds of test fixtures that use various measurement techniques to ensure that the produced instruments and submodules adhere to their specifications.
Currently the webinterface of this data warehouse allows to display said data and the backend provides basic functionality that can automatically detect anomalies in the measurement results and trigger alarms. Following an alarm, a production engineer reviews the data and determines whether further action has to be taken or whether the alarm can be ignored.
The tasks for this internship are:
Requirements
Preferred:
What you can expect
Your complete application includes the following documents
Who we are
At Roche, more than 100,000 people across 100 countries are pushing back the frontiers of healthcare. Working together, we’ve become one of the world’s leading research-focused healthcare groups. Our success is built on innovation, curiosity and diversity.
Roche Diagnostics International in Rotkreuz is a leading provider of diagnostic systems solutions, and the largest manufacturer of fully automated in vitro diagnostic systems in Switzerland. We are more than 2’700 passionate colleagues from over 65 nationalities. Find out more about our site in Central Switzerland, here.
F. Hoffmann-La Roche AG, commonly known as Roche, is a Swiss multinational healthcare company that operates worldwide under two divisions: Pharmaceuticals and Diagnostics. Its holding company, Roche Holding AG, has shares listed on the SIX Swiss Exchange. The company headquarters are located in Basel.
Penzberg, Germany
2-4 year
South San Francisco, CA, USA
0-2 year
Mississauga, ON, Canada
10-12 year
Madrid, Spain
6-8 year
Warsaw, Poland
6-8 year
Basel, Basel City, Switzerland
0-2 year
Basel, Basel City, Switzerland
0-2 year
Basel, Basel City, Switzerland
0-2 year
Basel, Basel City, Switzerland
8-10 year
Oceanside, CA, USA
8-10 year
Hillsboro, OR, USA
8-10 year
South San Francisco, CA, USA
8-10 year
South San Francisco, CA, USA
10-12 year
South San Francisco, CA, USA
4-6 year
Indianapolis, IN, USA
10-12 year
South San Francisco, CA, USA
8-10 year
Madrid, Spain
8-10 year
Warsaw, Poland
8-10 year
Warsaw, Poland
8-10 year
Basel, Basel City, Switzerland
4-6 year
Petaling Jaya, Selangor, Malaysia
2-4 year
Budapest, Pest, Hungary
4-6 year
Sant Cugat del Vallès, Barcelona, Spain
0-2 year
Basel, Basel City, Switzerland
4-6 year
Rotkreuz, Zug, Switzerland
4-6 year
Sant Cugat del Vallès, Barcelona, Spain
4-6 year
Ludwigsburg, Baden-Württemberg, Germany
4-6 year
South San Francisco, CA, USA
6-8 year
Kaiseraugst, Aargau, Switzerland
6-8 year
Mannheim, Baden-Württemberg, Germany
2-4 year
Alberta Avenue, DeBolt, Alberta, Canada
6-8 year
Sant Cugat del Vallès, Barcelona, Spain
8-10 year
Pleasanton, CA, USA
0-2 year
Santa Clara, CA, USA
0-2 year