Tripadvisor is seeking a Senior Machine Learning Scientist to join their dynamic Machine Learning Team and support their Performance Marketing efforts. The successful candidate will apply their modeling skills to a variety of problem spaces and have access to new development tools and huge datasets. The role involves deploying solutions online and observing the real-time impact of their work.
What this role involves:
- Using machine learning models to solve business problems in performance marketing.
- Seeking out new opportunities to apply data science and machine learning across channels.
- Automating ETL pipelines.
- Prototyping, evaluating, deploying, and maintaining new models in production.
- Designing AB tests and analyzing their results.
- Discovering new ways to analyze and interpret data.
- Guiding/mentoring junior scientists.
- Communicating progress and interpretation of experimental results.
Requirements:
- PhD or Masters in Computer Science, Engineering, Statistics, or related field preferred (or masters with at least 4+ years of practical experience).
- Knowledge of AB test design and analysis.
- Strong background in machine learning and statistics.
- Solid foundation on data structures and algorithms.
- Proficiency in Python for numerical/statistical programming (Numpy/Pandas/Scikit-learn).
- Ability to interpret and write complex SQL queries.
- Experience with big data technologies, such as Hive and Spark.
- Track record of leading the deployment and maintenance of models.
What Tripadvisor offers:
- A diverse environment where you’ll collaborate with a broad multidisciplinary team.
- Encouragement to take ownership of your projects.
- Opportunities for personal development, including social activities, journal clubs and participation in industry conferences.
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Tripadvisor
Viator, a Tripadvisor company, is the leading marketplace for travel experiences, offering over 300,000 activities, from tours to adventures. With a focus on flexibility and last-minute availability, Viator aims to make memorable travel experiences accessible to everyone. The company fosters a culture of innovation and collaboration, emphasizing DevOps principles and empowering developers. Prioritizing customer satisfaction and continuous improvement, Viator strives to provide a platform where employees can contribute meaningfully to revolutionizing the travel industry.