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NLP Data Scientist - Global Risk and Pricing Advanced Analytics Team - ING

Locatie: Amsterdam

Think Forward!

We believe that our Advanced Analytics group is a key differentiator in bringing “anytime, anywhere, personalized” services to our customers. We are searching for exceptional candidates to create data-driven products that go beyond traditional banking.

We work in an environment that solves the most pressing financial challenges through utilizing, researching, and developing cutting-edge Machine Learning techniques. Our culture is devoted to knowledge-sharing with a very flexible work-life balance and annual training budget.

The job
You will be part of a squad developing an early warning system for risk managers for large corporations. The application, built on the Google Cloud Platform, ingests an incredible amount of news and subsequently analyzes, filters, translates, clusters and ranks this for users. More details can be found in this video, taken from the Google Cloud Next conference in 2018. As a data scientist, your job will be to expand the various Natural Language Processing models used in the pipeline, as well as build new models as the application is extended for wider-use cases. You will also closely collaborate with and learn from our skilled engineers to construct and improve the architecture of a vast array of models. As part of the Risk and Pricing Advanced Analytics Team, you will enhance the knowledge of NLP and Google Cloud of the other data scientists working on other projects. Our world-class working environment offers a generous annual training budget to keep our data scientists at the forefront of this rapidly-developing field.

ING Analytics
ING Analytics is a new central unit responsible for realizing this vision for ING, in order to differentiate us as a leader in data-driven organizations. The team consists of a number of Centers of Excellences focused around the bank’s key capabilities, including Financial and Economic Crime, Customer Intelligence, and Risk Management. The core underlying theme of these centers is strong coordination in the areas of data management, technology, and user experience.

Risk and Pricing Advanced Analytics Team
The Risk and Pricing Team is a Global Centre of Excellence of the ING Group, providing our organization with Machine Learning expertise as well as data products at a global level across all domains and businesses. Our team is based in Amsterdam and consists of 12 highly-skilled and talented data scientists from diverse nationalities and backgrounds, including physics, computer science, and engineering. We work in a fun and creative environment and we are dedicated to bringing out the best in each other and our projects through collaboration and knowledge-sharing. Our portfolio of projects is extensive and uses a wide range of algorithms and tools, applied to risk and pricing.

Candidate Profile

  • You have a strong learning attitude and you are motivated to keep on top of cutting-edge Machine Learning developments and to introduce them to the team and projects where applicable.
  • You enjoy teaching and helping others improve.
  • You have a solid and broad background on Machine Learning. You are specialized in Natural Language Processing. You enjoy staying up-to-date on the latest developments in the field, such as BERT and GPT-2.
  • You are able to run a data science project independently.
  • You have exceptional problem-solving skills and are focused on finding and overcoming the right problem.
  • You have strong programming skills in Python and know how to use engineering tools such as GIT, Docker, Postgres, MySQL, Redis, Linux, CI/CD and have experience working on the command line.
  • You are familiar with the Google Cloud Platform services beyond basic instances (e.g. PubSub, BigQuery, Compute, Redis, AI Platform, Cloud Functions). Associate Cloud Engineer certification is a plus.
  • You have a willingness to learn and are open to feedback on the technical and the interpersonal level

Required Skills

  • Theoretical knowledge of statistical modelling and machine learning to solve business questions and/or develop (innovative) data-driven products.
  • 2-4 years of (global) work experience in the data science field.
  • You have a strong background in mathematics and statistics (MSc or PhD).
  • You have excellent oral and written communication skills at technical and business level.
  • Fluency in written and spoken English.
  • Open source contributions are a plus.
  • Experience building data products from inception to production (full-stack skill set) is a plus.

We offer

  • An opportunity to become part of an international and ambitious team of highly skilled and talented people
  • Great salary and other benefits
  • A full-time position (40 hours week)
  • A very stimulating intellectual environment as part of an international Centre of Excellence and a global ING Data Science community
  • Exciting, impactful and highly visible project in a global organization where advanced analytics are a strategic priority

Location:

Amsterdam

Information and application:

Apply:

Please send your application for NLP Data Scientist - Global Risk and Pricing Advanced Analytics Team at ING in Amsterdam including your CV via our website.

Job code:

10018973

Job posted

11 juni 2019
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More information:

contactpersoon
 
Contact:
Arthur Krovka
Recruiter
E-mail

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Carrière als Big Data specialist

Onze (digitale) wereld is steeds meer data gedreven. Door verschillende databronnen te combineren en gebruik te maken van slimme algoritmen, kunnen voorheen onzichtbare verbanden worden blootgelegd, waarbij het niet alleen draait om data volume, maar ook om een specifieke manier van denken. De vraag naar Big data specialisten is groot en zal verder toenemen.

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Pieter Lammers
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