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Machine Learning Scientist
2 months ago
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.
- 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.
- Competitive compensation and benefits package.
- Annual paid time off and generous paid leave scheme.
- 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.
- Free access to online learning platforms, development, and mentorship programs.
- On-site meals, coffee, and snacks, including healthy and vegan options.
We are an equal opportunities employer and welcome applications from diverse candidates. If you are passionate about machine learning and AI, and want to join a dynamic team that is shaping the future of travel, please apply now.
