Machine Learning Scientist
Trip Advisor
Lisbon, Portugal
há 2 dias

Who you are

You are an altruistic team player, who gets things done and loves to learn you thrive on communicating well but are also comfortable working independently across multiple projects.

What you will be doing :

  • Implementing cutting edge machine learning models in image classification, object detection, semantic segmentation, etc.
  • to solve a variety of core business problems

  • Harnessing our database of over 600M images to train new models
  • Writing ETL automation pipelines
  • Building prototypes, running evaluations, optimizing deployments, and maintaining new models in production
  • Designing A / B tests and analyzing their results
  • Communicating progress and experimental results to technical and business stakeholders
  • Planning and brainstorming future projects
  • Minimum Qualifications :

  • Advanced degree in Computer Science, Data Science, Engineering, Statistics, or related field
  • 2+ years experience developing deep learning models at scale from inception to production
  • Strong background in machine learning, deep learning, and statistics
  • Strong computer science (data structures and algorithms) foundation
  • Proficiency in a mainstream Python deep learning framework : PyTorch, Tensorflow, or Keras
  • Experience with big data technologies, such as Snowflake, Hive, Spark, etc. and ability to write complex SQL queries
  • Experience with modern python based data science libraries including pandas, numpy, scikit-learn, and tools like Jupyter notebooks, etc.
  • Bonus Qualifications :

  • 3+ years experience developing deep learning models at scale from inception to production; and, at least one year of industrial experience with computer vision models
  • Experience with hosted notebooks and modern ML tooling : Kubeflow, MLflow, W&B, etc.
  • Knowledge of A / B test design and analysis
  • Experience doing ML & data science for large scale online services
  • What you’ll get :

    Highly competitive salary along with the following :

  • Annual bonus
  • Stock options
  • Excellent contributory pension
  • Full family private medical cover
  • Full dental cover
  • Annual wellbeing allowance (e.g. gym membership, Apple Watch, etc.)
  • Complimentary Tripadvisor Plus membership
  • Personal travel reimbursement and other travel discounts
  • Critical illness plus full life cover
  • Employee assistance program
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