Technology landscape analytics (Internship)

  • ELCA
  • Lausanne, VD, Switzerland
  • 26/05/2021
Full time Data Science Data Engineering Data Analytics Big Data Data Management Statistics

Job Description

At ELCA, we work on hundreds of projects with new ones starting every week. Each of these projects use different technologies over different layers such as web, mobile, java or .Net backends, databases or cloud PaaS services. In a desire to complete our technology landscape knowledge (e.g. evolution of the use of new frameworks) we would like to setup a bottom up approach that would originate this knowledge directly from our projects’ codebase.

In this role

This internship covers the full data pipelines dimensions.

Data analytics:

  • Define how to turn raw data into the most meaningful and relevant insights by eliminating the noise (we are more interested by core technologies than by specialized libraries brought in as transitive dependencies)
  • Analyze the possibility to have an approach that could allow to identify the emerging technologies in projects without having to explicitly search for them
  • Explore if machine learning techniques could be added to improve the analysis

Data engineering:

  • Develop the data crawlers/miners that will extract raw information from repositories
  • Ensure that the data extraction will not affect the performances of the underlying production systems and complies with ELCA’s data protection policies
  • Define the pipelines that are needed to convey and process data from a raw form to final insights

Data visualization:

  • Extend the existing data visualization platform and contribute to ELCA State of Engineering initiative in a decisive way

What we offer

Join our team as intern and you will find a young, dynamic and culturally diverse working environment.

About your profile

  • Good knowledge in Python
  • Some interests in data analytics and data processing
  • Some knowledge in web development