Senior Machine Learning Scientist (10173.908)

EMPLOYER NAME: TripAdvisor, LLC

POSITION: Senior Machine Learning Scientist

WORKSITE: 400 First Avenue, Needham, MA 02494

POSITION DESCRIPTION: Responsible for developing and implementing best practices in the design of experiments, A/B testing, the analysis of observational data, panel data analysis, time-series modeling, and more; automate ETL processes; develop advanced machine learning models to solve a variety of complex business problems (Personalization, Ranking algorithms, Recommendations, Search Engine Marketing, Computer vision, NLP/NLU); independently prototype algorithms, evaluate, deploy, and test new models in production; demonstrate leadership in the design and implementation of new machine learning solutions for complex business problems; guide the business and advocate for best practices of machine learning to maximize business impact; communicate results to business stakeholders; and, keep up with state-of-the-art statistical research and methodology. 100% telecommuting permitted.

REQUIREMENTS: Position requires a master's degree (or foreign equivalent) in Data Science, Science, Computer Science, Statistics, or a related field plus two (2) year of post-baccalaureate experience in the job offered or in a related occupation. Position also requires demonstrable experience with each of the following: Machine learning, statistics, and their real-world applications; Performing independent analyses on user data; Proficiency using Python for numerical/statistical programming, including Numpy, Pandas, and Scikit-learn; Developing machine learning models to solve complex business problems including Personalization, Ranking algorithms, Recommendations, Search Engine Marketing, Display advertising, Natural Language Processing, and Computer Vision; Experience with advanced machine learning models, including autoencoders, recurrent/convolutional neural networks, and XGBoost/LightGBM; Prototyping and putting into production new machine learning models, writing specifications, and collaborating with engineering teams to test and migrate new approaches into production code; Writing complex SQL queries; Writing production code in Python and Spark, using libraries such as PyTorch and Tensorflow; and, Implementing and analyzing A/B tests to assess model performance. 100% telecommuting permitted.

Job #: 10173.908

TO APPLY: Please e-mail resume to [email protected] referencing job code 10173.908. EOE.