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Job LocationLondon
EducationNot Mentioned
Salary£60,000 - £65,000 per annum
IndustryNot Mentioned
Functional AreaNot Mentioned
Job TypePermanent, full-time

Job Description

Our clients technology team is one of the best in the business and is the fuel behind the success of their platform. From patented machine learning methods to developing an award-winning application, the technology team is continuously innovating and enabling technology to solve real problems for their customers. We are looking for a proficient Data Scientist who is excited about working with some of the most talented data scientists in the industry to build amazing technologies and develop their career to be the best at what they do.This role is up to 100% remote but will require 2 days attendance in London per month. Travel and accommodation for required attendance are reimbursable.Minimum Qualifications

  • Masters degree or PhD in Computer Science, Mathematics or another numerate discipline from a leading university
  • Commercial hands-on data science experience developing statistical, machine learning and deep learning methods, such as search queries classification, named entity recognition and domain knowledge graphs, optimisation etc.
  • Strong understanding of recent exciting advances in NLP such as pre-trained language models, contextualised word embeddings, attention and novel neural network architectures
  • Confident writing production-quality code in Python and SQL
  • Exceptional analytical, quantitative, problem-solving, critical thinking and communication skills
  • Passion for Data Science, actively seeking out opportunities for learning and development.
  • Preferred qualifications
  • Experience with PyTorch and related applications frameworks. Additional experience with high-performance cloud computing services (e.g. AWS, Azure) would be beneficial.
  • Experience in computational advertising related tasks, such as ads response (click or conversion) prediction, bid-landscape forecasting, supply-demand forecasting, or advertising metrics and measurement
  • Good knowledge using 3rd party data (e.g. Google Analytics, Google Adwords, Omniture Analytics, Adobe Campaign etc.) would be an advantage
  • Able to present complicated data insights and strategic recommendations within a fast-paced Agile environment
  • Responsibilities
  • Rapidly design, prototype and experiment possible machine learning and deep learning algorithms to solve real-world problems in a highly ambiguous environment of search advertising
  • Maintain and enhance existing ML and AI models including resolution of client issues related to any model performance.
  • Collaborate with Product and Engineering teams to integrate successful solutions into large-scale, highly complex production systems
  • Facilitate thought leadership and best practices on data science across the business to continually improve the existed approaches and values
  • Effectively communicate data findings and help team and business make data-driven decisions
  • Take ownership and pride in the products we build and always make sure they are of the highest standard
  • Be empathetic towards team members and customers
  • Technologies we use across our Technology teams
  • Languages: Python, R, and SQLDS
  • Toolkits: Pytorch, Tensorflow, Fastai, Flair, BigGraph, Optuna, Horovod, ONNX
  • Visualizations: Flask, Shiny, Flexdashboard, Plotly, Highchart, Bokeh, Altair
  • Databases: PostgreSQL, AWS(S3), Redshift, Redis, MongoDB, CassandraTechnologies: Luigi, RabbitMQ (messaging), Quartz scheduling, Docker and Kubernetes, MavenCI/CD: TeamCity, Jenkins
  • Source Control: Git (GitHub)
  • Other Tools: Pycharm, Sublime Text, Netron, Jira, Miro
  • About the Data Science TeamJoining our clients award-winning Data Science team will give you the chance to work with the latest Machine Learning techniques using cutting edge frameworks such as Neural nets with PyTorch, NLP using Zero-shot learning and BERT, or Optimisation models that run on huge datasets with billions of data points.The size of our datasets means that you will also be working with our experienced data team, led by published authors, to distribute and productionise your models. You will be part of a fast-paced agile team, ideating, researching, inventing, developing and maintaining all ML/DL models and artificial intelligence. With award-winning data scientists from multidisciplinary backgrounds, across Applied Mathematics, Statistics, Computer Science and Psychology, we are a friendly, passionate group of data scientists making a career out of building great products for our customers.The data science team is revolutionising the search advertising industry, and its patented technology is a market leader in competitive intelligence. They are prototyping new learning algorithms that underpin the core product, used by some of the world’s biggest brands. The team focuses inventing new data-driven features and helping customers better understand their competitive search landscape (e.g. click-through rates, spend estimates, ad copy effectiveness.) These are challenging, unsolved data problems applicable to thousands of major enterprises globally.Our data science culture is underpinned by sharing knowledge, coaching and growing together. You will have the opportunity to explore/innovate new technologies, mentor data scientists and lead R&D initiatives. You will enjoy this role if you love data, writing code, learning cutting edge new technologies, solving problems and winning as a team. Required skills
  • Python
  • SQL
  • NLP
  • Keyskills :
    Python SQL NLP

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