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Full-Time

Machine Learning Engineer II

Content, NLP, LLM

Posted on 7/23/2024

TripAdvisor

TripAdvisor

51-200 employees

Largest travel platform for reviews and bookings

Food & Agriculture
Consumer Goods

Junior, Mid

Remote in UK

Category
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python NLTK
Python
Tensorflow
Data Structures & Algorithms
Pytorch
Natural Language Processing (NLP)
Requirements
  • Bachelor's degree in Computer Science, Engineering, Mathematics, or a related field.
  • 2+ years of experience in machine learning engineering or a related field.
  • Proficiency in Python and experience with machine learning libraries such as PyTorch/TensorFlow/Jax, spaCy, NLTK, Hugging Face Transformers, etc.
  • Familiarity with machine learning algorithms and techniques, including deep learning, reinforcement learning, and natural language processing.
  • Experience with data preprocessing, feature engineering, and model evaluation.
  • Knowledge of software development best practices, version control systems, and collaborative coding workflows, CI/CD, and automated testing.
  • Excellent communication and teamwork skills, with the ability to work effectively in a collaborative environment.
Responsibilities
  • Collaborate with senior members of the team to design, implement, and deploy machine learning models and systems.
  • Participate in all stages of the machine learning development lifecycle, from data collection and preprocessing to model evaluation and deployment.
  • Work closely with cross-functional teams to understand business requirements and translate them into machine learning solutions.
  • Contribute to the improvement of existing machine learning pipelines and infrastructure.
  • Stay up-to-date with the latest trends and technologies in machine learning and share knowledge with the team.

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 and enhance their listings on the platform. Additionally, it earns money through affiliate commissions when users book travel services through its links. What sets Tripadvisor apart from its competitors is its vast database of user-generated content, which provides authentic insights and recommendations. The goal of Tripadvisor is to empower travelers with the information they need to create memorable travel experiences.

Company Stage

IPO

Total Funding

$325M

Headquarters

Englewood, Colorado

Founded

1999

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

0%
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Simplify's Take

What believers are saying

  • The recent $500M Term Loan B Facility secures Tripadvisor's financial stability, enabling further growth and innovation.
  • Potential acquisition and privatization could lead to strategic realignments and increased investment in the platform.
  • The formation of a special committee to evaluate potential transactions indicates proactive governance and potential for shareholder value maximization.

What critics are saying

  • The potential acquisition and privatization process could create uncertainty and instability for employees.
  • Dependence on advertising revenue makes Tripadvisor vulnerable to market fluctuations and economic downturns.

What makes TripAdvisor unique

  • Tripadvisor's extensive database of millions of reviews and opinions from a global community provides unparalleled insights for travelers, setting it apart from competitors.
  • The significant voting interest held by Liberty TripAdvisor Holdings allows for strategic influence and stability in decision-making, unlike other travel platforms with more fragmented ownership.
  • Tripadvisor's dual revenue streams from advertising and affiliate commissions offer a diversified income model, reducing dependency on a single revenue source.
INACTIVE