Senior Machine Learning Scientist (User Modelling/Representation Learning) - Viator

Posted about 2 months agoViewed
UK, PolandFull-TimeTravel Experiences
Company:Tripadvisor
Location:UK, Poland
Languages:English
Seniority level:Senior, 5+ years
Experience:5+ years
Skills:
LeadershipPythonSQLArtificial IntelligenceMachine LearningData scienceMentoring
Requirements:
5+ years of hands-on data science experience. In-depth knowledge of AI/ML/DL, Statistics, and related open-source libraries. Awareness of current ML techniques. Strong skills in SQL and at least one programming language. Comfortable in code reviews, discussing architecture, and collaborating with a multidisciplinary team. Experience in deploying online solutions and analyzing real-time results through A/B testing. Passionate about mentoring junior members of the team. Leadership qualities, autonomy, and team collaboration skills. Clear communication skills.
Responsibilities:
Enable embedding latent representations of entities across the platform. Develop Knowledge Graph Embeddings, Auto-Encoders, and Attention mechanisms. Design, code, experiment, and implement models and algorithms. Collaborate with product managers and business stakeholders. Investigate and adopt innovative concepts.
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