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DPG Media · Standplaats: Amsterdam · 16 maart 2020

Due to circumstances, the starting date for this position will be the 1st of July, 2020 at the earliest possibility.

Amsterdam - We are looking for a machine learning engineer to join the News Personalisation Team. A team with about nine engineers, scientists, and research interns. The team is responsible for personalising the news products across major Dutch and Belgian news titles (Volkskrant, AD, Trouw, Parool, HLN, De Morgen and many others) owned by DPG Media. In particular, we currently work on 1) personalising push notifications, for which we have a real time recommendation pipeline running in production, and 2) building a search engine for historical articles, used by journalists. Everyone in the team is responsible for both training models and developing and maintaining a scalable, high-volume infrastructure.

In our team, we believe that no-one should be a bottleneck and that knowledge should spread across people as much as possible. We are looking for someone who enjoys working closely with their team members.

To stay up-to-date with current developments in machine learning, we organize a biweekly reading group where we discuss relevant papers at major ML conferences. You are encouraged to attend these conferences and relevant meetups. Additionally, we have research interns that write their master thesis with us that you are expected to (co)supervise.

As a machine learning engineer, the following will be at the core of your responsibilities:

  • Designing, developing, testing and productionalising ML models for user and content representation, recommendation, and search.
  • Building and maintaining the high-scale infrastructure required for real-time news recommendation

Soft skills

  • Experience with an effective code review process
  • Experience with pair programming
  • General guidance of junior machine learning engineers
  • Scrum experience

Hard Skills

  • Up-to-date knowledge of, and experience with the latest developments in the field of machine learning
  • Experience with designing, developing, training, evaluating, deploying, and maintaining large scale ML systems
  • Experience with online evaluation, such as AB testing
  • Experience with Python, Bash, SQL, Scala
  • Experience with our stack: PostgreSQL, Kafka, Kubernetes, Redis, PySpark, Elasticsearch, Concourse
  • CI/CD experience
  • Lambda architecture
  • Experience in handling tens of thousands of data points per second

We offer

  • A competitive, experience-based salary
  • A one-year or permanent contract
  • 36-hour work week
  • 12% in flexible benefits (of which 8% is holiday allowance)
  • A percentage of profit shares
  • Reimbursement of travel expenses
  • 24 paid holiday days
  • An excellent pension scheme
  • Located in Amsterdam
  • Fully paid functional technical training
  • The opportunity to work with the latest tech stack

Interested? Apply!

Want to apply directly? Click the ‘apply now’ button. Want to know more about this position? Contact Mark van Dommelen via mark.van.dommelen@dpgmedia.nl or tel:+316 83 80 00 59.

We love doing our own recruitment and are not interested in working with agencies.


Meld Misbruik

DPG Media

Standplaats: Amsterdam

16 maart 2020

Vacature kenmerken


Functiegroep
Automatisering / Internet
Functie
ML engineer
ai engineer
Branche
Media / Uitgeverijen / TV
Dienstverband
Vast
Uren
32 - 40 uur per week
Opleidingsniveau
HBO
Carriere
Ervaren
Werklocatie
Isaac Titsinghkade, Amsterdam

Contact


Adres
DPG Media
Jacob Bontiusplaats 9
1018LL Amsterdam
Contactgegevens
Mark van Dommelen
Tel: 0683800059
mark.van.dommelen@dpgmedia.nl

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