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
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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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