Senior Machine Learning Scientist I - Performance Marketing
Booking.com
Senior Machine Learning Scientist I - Performance Marketing
Booking.com seeks a Senior Machine Learning Scientist to join its Performance Marketing team in Amsterdam. The role involves developing and optimizing large-scale ML systems for online bidding, requiring a strong quantitative background and experience in machine learning. Key responsibilities include designing ML systems quality programs, building proof-of-concepts, and collaborating cross-functionally.
Senior Machine Learning Scientist I - Performance Marketing
Booking.com seeks a Senior Machine Learning Scientist to join its Performance Marketing team in Amsterdam. The role involves developing and optimizing large-scale ML systems for online bidding, requiring a strong quantitative background and experience in machine learning. Key responsibilities include designing ML systems quality programs, building proof-of-concepts, and collaborating cross-functionally.
Salary
Core Qualifications
Technical (Must-have)
Soft Skills
Preferred Qualifications
Technical (Nice-to-have)
Key Responsibilities
- Develop the strategy and execution plan for implementing company-wide ML Systems Quality improvement programs.
- Collect, assess and develop good practices for ML Systems across the company.
- Identify opportunities to improve our Machine Learning Systems Development Processes.
- Translate quality related ideas into actionable capabilities and safeguards for our Machine Learning Platform.
- Independently define and build proof-of-concepts to test new ideas and demonstrate their potential value to relevant stakeholders.
- Build readable and reusable code, choosing the right technologies, coding methodologies, and approach from carefully designed rapid prototyping to software deployment at scale.
- Maintain a highly cross-disciplinary perspective, solving issues by applying approaches and methods from across a variety of ML/AI disciplines and related fields.
- Identify underlying issues and opportunities across domains and situations through application of structured thinking and logic, and drive concrete improvements.
- Continuously evolve your craft by keeping up to date with the latest developments in ML/AI and related technologies.
- Actively contribute to Machine Learning at Booking.com through training, exploration of new technologies, interviewing, onboarding and mentoring colleagues.