Full-Time

Senior Machine Learning Scientist

Posted on 10/25/2024

TripAdvisor

TripAdvisor

51-200 employees

Largest travel platform for reviews and bookings

Consumer Software
Consumer Goods

Senior

London, UK

Hybrid role with in-office presence required.

Category
Applied Machine Learning
Deep Learning
Natural Language Processing (NLP)
Computer Vision
AI & Machine Learning
Required Skills
Data Science
SQL
Computer Vision
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, keen on self-improvement and striving to solve real-world data challenges.
  • Strong skills in SQL and at least one programming language.
  • Experience in ML model productization and a grasp of MLOps.
  • To be comfortable in code reviews, discussing architecture, and collaborating with a multidisciplinary team for regular model deployments.
  • Experience in deploying online solutions and analysing real-time results through A/B testing.
  • To be passionate about mentoring junior members of the team, and have a strong desire to help us perform to the best of our ability.
  • Leadership qualities, autonomy, and team collaboration skills.
  • Clear communication skills, awareness of the audience, and proactive sharing of findings. Actively involved in business networking and able to communicate complex ideas across the business simply and effectively.
  • Master's or PhD in Computer Science, Operations Research, Statistics, or related quantitative disciplines.
  • Knowledge in Large Language Models (LLM), dynamic pricing, image processing, or recommendation systems.
  • Prior experience in e-commerce or at an Online Travel Agency.
Responsibilities
  • Design, code, experiment and implement models and algorithms to enhance customer satisfaction, increase supplier value, optimize business results, and ensure infrastructure efficiency.
  • Analyse large datasets including daily customer events, product, destination, supplier and pricing info, extracting key insights to spur innovation and improvement.
  • Collaborate with product managers and various business stakeholders to ensure top-quality outcomes to meet internal objectives.
  • Investigate and adopt innovative concepts that offer tangible benefits.
  • Employ techniques like Deep Learning, Bayesian Modelling, Large Language Models, Product embedding, Recommendation Systems, and Computer Vision.

Tripadvisor is the largest travel platform in the world, designed to help travelers research and plan their trips. It collects millions of reviews and opinions from travelers about various services such as hotels, restaurants, activities, airlines, and cruises. Users can access this information to make informed decisions about their travel plans. Tripadvisor operates mainly through advertising revenue, offering businesses in the travel industry the opportunity to advertise on its platform and pay for better visibility. Additionally, it earns money through affiliate commissions when users book travel services through links on its site. What sets Tripadvisor apart from its competitors is its vast collection of user-generated content, which provides authentic insights into travel experiences. The goal of Tripadvisor is to enhance the travel planning experience for users while maximizing value for its shareholders.

Company Stage

IPO

Total Funding

$325M

Headquarters

Englewood, Colorado

Founded

1999

Simplify Jobs

Simplify's Take

What believers are saying

  • Tripadvisor can leverage AI-driven personalization to enhance user experience and engagement.
  • The rise of 'workcations' presents opportunities for Tripadvisor to expand remote work-friendly content.
  • Growing culinary tourism allows Tripadvisor to expand its restaurant review and booking services.

What critics are saying

  • Potential acquisition could lead to strategic changes impacting Tripadvisor's business model.
  • Resignation of a board member may cause instability in corporate governance.
  • Nasdaq's notice on stock trading suspension poses a risk to investor confidence.

What makes TripAdvisor unique

  • Tripadvisor is the world's largest online travel community with millions of reviews.
  • The platform offers seamless links to booking tools for a comprehensive travel planning experience.
  • Tripadvisor's business model capitalizes on advertising revenue and affiliate commissions.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Flexible Work Hours

Remote Work Options

Hybrid Work Options

Paid Vacation

Paid Sick Leave

Mental Health Support

401(k) Company Match

INACTIVE