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Head of Data Science and Machine Learning

Recruiter
Evenbreak
Location
London
Salary
Competitive
Closing date
30 Nov 2020

View more

Employer Sector
Technology, ICT & Telecoms
Contract Type
Permanent
Hours
Full Time
Travel
None
Job Type
Analytics, Data Science

We're looking for a candidate to this position in an exciting company.

  • Define and drive the data science and machine learning strategy at Depop
  • Support the definition and implementation of the wider data strategy in the business
  • Lead and manage the function across the different business areas (product, marketing, technology, ... ) by defining ways of working, best practices, etc
  • Be the technical and thought leader from the ML standpoint and work as an advisor to develop data science and machine learning product using agile methodologies in cross-functional teams
  • Communicate with a large pool of stakeholders
  • Ensure that Depop is relevant in the fashion industry by delivering innovative and impactful projects
  • Hire, mentor and coach a team of data scientists
  • Represent Depop in the wider data science and machine learning industry (public speaking, blog, Github open source project, ....)
  • Experience building and leading a significant data science team within a scaling organisation
  • Proven hands-on experience as a data scientist in a technical organisation developing and productionising ML solutions to drive product and business roadmaps (at least 8 years)
  • Hands on experience in at least 3 of the following ML fields: recommendation engine, search engine, ranking function, computer vision, NLP, Marketing science, Bayesian stats, graph processing...
  • Strong coding skills using python and pyspark
  • Deep understanding of machine learning algorithms as well as deep learning techniques using frameworks like sklearn, keras, tensorflow, mxnet, pytorch
  • Experience deploying models in production following engineering best practices (testing, pipelines, ...)
  • Ability to translate a business problem into an ML problem and design an end to end solution
  • Excellent communication and collaboration skills to partner with Product Owners and business heads

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