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Internship Network Analysis for Assessment of Academics and Publications

At a glance

Are you looking for the ideal company to test and improve your skills? A place in which you can develop yourself into the Data Expert you aim to become? Search no more! ABN AMRO offers you the possibility to work with the best professionals in the business. We are looking for you!

The Assignment

Analysis of different types of networks such as social, financial or biological networks, has become a necessary tool for many organizations as the world has become more interconnected in the last decade. This led to the introduction of dedicated software for network analysis. There have been efforts in the same direction also within ABN AMRO Bank. Now, we would like to extend our capabilities in this direction by applying network analysis to a use case that concerns our collaborations with academia.

 

By establishing key partnerships for educational, research and resourcing purposes, we hope to create value in building up knowledge that will allow for innovation and new business opportunities. In order to discover the value of such a relationship ABN AMRO has launched a project that aims to investigate:

 

  • how to create an objective tool that assess the expertise on university professors.
  • how to track publications that are relevant to areas of interest of the bank.
  • how to extend our network capabilities to respond more quickly to cases in similar fields.

 

The university collaboration and Internship office teams require the tools to ensure spot innovation and more effective collaboration with universities by closely monitoring the scientific literature published. Ideally, the first tool will allow us to associate academic subjects with Dutch university professors who have expertise in them and also indicate the level of expertise. The second tool must be able to discover information on recent publications on cutting-edge topics that are relevant for the bank.

 

Input: data from university webpages, bibliometric data (e.g. citations), citation networks and other relevant data sources.

Desired output: Rankings of professors and universities by level of expertise on different subjects

Requirements: Python, collaborative filtering, network analysis (citation networks), text mining (webpages), NLP, web scraping

Your working environment

The DS-CoE-CADM team is positioned as a bank-wide Centre of Expertise for Data Science within CADM. The team provides additional expertise to other data science teams across the bank and delivers a wide variety of use cases. The team consists of 17 data scientists with diverse academical backgrounds and expertise in a machine learning related subjects. It’s a multicultural team with diverse nationalities. Member’s expertise include Computer Vision, Natural Language Processing, Automated Speech Recognition, Deep Learning, and Network Analysis. The team leverages a wide variety of multimodal data, including transaction-, economic-, visual-, textual- and audio data. This is used for a wide variety of use cases, to improve the customer experience, automate decision making, detect financial crime or innovate business models.

Your profile
  • You are a Master (WO) student.
  • Your study covers Data Analytics, Data Science, AI, Machine Learning or similar field.
  • You have affinity with Python, NLP, Machine Learning, Data Scraping.
  • You are available for a minimum of 6 months.
  • Analytical mind: your analytical skills are well developed in order to deconstruct problems and rethink possible solutions.
  • Autonomous: you are disciplined enough to work without supervision and succeed.
  • Data affinity: you are experienced at working with data and interpreting analyses.
What we offer
  • You get a Personal coach
  • Personal laptop
  • Travel allowance
  • Compensation of 600€ MSc
  • Pass to all ABN-AMRO Networking Events
Interested?

If you are confident about becoming a valuable member of our team, apply right away! And don’t forget; a well thought-out, structured CV and motivation letter can make you stand out from the crowd!

 

How to do it?

  • Put only job relevant items in your CV and letter.
  • In your letter present yourself briefly and then tell us WHY you are interested in both this assignment in particular and working at ABN AMRO in general. Subsequently, explain HOW you will be adding value to our team by highlighting your relevant skills and experience.
  • Lastly, always include your availability period (e.g., from April 2020 to September 2020).

 

We are looking forward to get to know you!

Any doubts, questions or compliments for us? Get in touch via email (it.internships@nl.abnamro.com), phone (020-3433443) or WhatsApp (+31 06 831 53373)

 

Please Note: If you are not an EU-resident you need a valid working permit or a standard internship agreement  if you are a non-EU/EEA student.

Equal opportunities for all
The success of our organisation depends on the quality of our people and the ideas that they have. Truly surprising insights and innovative solutions for our clients result from an interplay of cultures, knowledge and experience. Diversity is therefore extremely important to our organisation. To ensure that everyone at ABN AMRO can develop their talents, we encourage an inclusive culture in which all colleagues feel engaged and appreciated.
Location: 

Amsterdam, Noord-Holland, NL

Job Posting Date: 
Requisition ID:  34927

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