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Machine Learning Scientist

2 months ago

Manchester, United Kingdom Booking Full time
About the Role

We are seeking a highly skilled Machine Learning Scientist to join our Cars Vertical team at Booking. As a successful candidate, you will work closely with the Search Product Teams to iteratively optimize our product and enable users to find the best cars at the most relevant locations using a combination of ML techniques, engineering, online experimentation, and agile product development.

Key Responsibilities
  • Translate broad business problems into ML/AI challenges and develop innovative ML/AI models, algorithms, and approaches that deliver short-term commercial impact and longer-term differentiated business value and customer experiences.
  • Drive the end-to-end execution of the ML/AI development process on products, from understanding product requirements and constraints of the production environment, data discovery, proof-of-concept demonstrations, model development and evaluation, to implementation of a full production pipeline, and their monitoring.
  • Develop production-grade machine learning code, from models to features and pipelines, allowing for scalability, real-time monitoring, and retraining.
  • Maintain a highly cross-disciplinary perspective, solving issues by applying approaches and methods from across a variety of ML/AI subject areas and related fields.
  • Continuously evolve your craft by keeping up to date with the latest developments in ML/AI and related technologies, introducing them to the machine learning community, and promoting their application in areas where they can generate impact.
Requirements
  • Strong relevant industry experience involved in the development and application of Machine Learning in a commercial environment.
  • Masters degree, PhD, or equivalent experience in a quantitative field (e.g., Computer Science, Mathematics, Artificial Intelligence, Physics, etc.).
  • Experience on multiple machine learning facets: working with large data sets, model development, statistics, experimentation, data visualization, optimization, software development.
  • Experience collaborating with different teams and crafts (e.g., Developers, UX specialists, Product Managers, etc.).
  • Ability to break down complex problems into smaller iterative tasks.
  • Strong working knowledge of Python, Hadoop, SQL, Spark, or similar data technologies.
  • Excellent English communication skills, both written and verbal.
What We Offer

At Booking, we offer a competitive compensation package, as well as thoughtful, valuable, and fun benefits, including:

  • Health, life, and disability insurance.
  • Annual paid time off and generous paid leave scheme, including parent, grandparent, bereavement, and care leave.
  • Hybrid working, including flexible working arrangements, and up to 20 days per year working from abroad (home country).
  • Industry-leading product discounts for yourself, friends, and family, including automatic Genius Level 3 status and quarterly wallet credit.
  • Free access to online learning platforms, development, and mentorship programs, and a complimentary Headspace membership.
  • On-site meals, coffee, and snacks, including healthy and vegan options, daily.
About Us

Booking is the world's largest car rental platform, featuring car rental in more than 60,000 locations in 160 countries. Our product is available to our global customer base via desktop, mobile, and app, and under two consumer brands: Booking.com and Sixt. In addition to our consumer brands, we also power the car rental business for our many affiliate partners, including some of the world's leading airlines and online travel agencies.

We are committed to making it easier for everyone to experience the world, and our Inclusion, Diversity, Belonging, Wellbeing, and Volunteering (IDBWV) initiatives are at the heart of everything we do. We believe that diversity is a strength, and we strive to create a workplace where everyone feels valued, respected, and empowered to succeed.