Lead Data Science Engineer (m/f/x) (Remote/ Hybrid)
HERE Technologies
Krakow, PL
1 d. temu

What's the role?

Our team is developing an anonymization solution which is a set of algorithms for performing use case-specific anonymization of location data.

Besides, it provides tools to assess the remaining amount of privacy-sensitive information in an anonymized data set.

This is useful to :

  • Test the anonymization algorithms
  • Tune the parameters of the anonymization algorithms
  • Research new anonymization techniques
  • Our privacy assessment tools are written in Python and involve an ML-based attacker, which tries to recover the identity of the users from the anonymized data.

    The tools are orchestrated using AirFlow and are to be migrated onto Ray.

    The Lead Data Science Engineer we are looking for will be tasked with automating data analysis tasks previously done by our data science team.

    What you will do?

  • Build scalable, reliable, operable, and performant big data processing pipelines for the team's data scientists.
  • Drive efficiency and reliability improvements through design and automation : performance, scaling, observability, and monitoring
  • Support your fellow teammates, review the team's technical design, code, and documentation
  • Support with pre-processing of large datasets in the cloud environment
  • Pull-through research functionality into the data processing pipelines
  • Who are you?

    We are looking for someone who has :

  • Overall programming experience (at least 6 years)
  • Fluency with Python 3 (at least 3 years)
  • AWS / Kubernetes expertise
  • Being able to work autonomously
  • Willingness to ensure the quality of your own code
  • Upper-intermediate level of written and spoken English, ability to articulate and communicate clearly complex topics
  • Data Engineering skills (in decreasing order of importance) :
  • Data manipulation (Pandas)Data preparation (feature extraction for ML)Scaling in python (Ray)Orchestration (AirFlow)Kubernetes and AWS servicesUnderstanding of streaming dataExperience with big data and distributed systems
  • What we offer?

  • Work on the development of high scale services, serving and storing petabytes of data
  • Work with cutting edge, modern technologies
  • fantastic & talented people from 60+ countries worldwide
  • flexible working hours
  • a great work-life balance
  • 25 paid vacation days
  • Meal vouchers
  • Vision support
  • Competitive salary plus bonus
  • Brown bag talks, team events and more!
  • Change is HERE. Apply Now!

    LI-MM3 #LI-REMOTE

    HERE is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, age, gender identity, sexual orientation, marital status, parental status, religion, sex, national origin, disability, veteran status, and other legally protected characteristics.

    Who are we?

    HERE Technologies is a location data and technology platform company. We empower our customers to achieve better outcomes from helping a city manage its infrastructure or a business optimize its assets to guiding drivers to their destination safely.

    At HERE we take it upon ourselves to be the change we wish to see. We create solutions that fuel innovation, provide opportunity and foster inclusion to improve people’s lives.

    If you are inspired by an open world and driven to create positive change, join us.

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