Machine Learning Scientist Ii Images Deep Learning at Tripadvisor

Machine Learning Scientist II (Images/Deep Learning)
Available in       2 locations
            Data Science and Analytics
            02/06/2023
            4365621
Save
We believe that we are better together, and at Tripadvisor we welcome you for who you are. Our workplace is for everyone, as is our people powered platform. At Tripadvisor, we want you to bring your unique identities, abilities, and experiences, so we can collectively revolutionize travel and together find the good out there.
About the Role
This role is to be based remotely or hybrid in Portugal or UK only.
The Tripadvisor Data Science Team is looking for an exceptional individual to help design and build next generation systems that model how travelers interact with the various products on the site. Such models will allow a significant improvement in our ability to offer to travelers the most tailored and relevant travel products to them (e.g. showing the top family-friendly beachfront properties in Cancun). This individual will have the opportunity to work on deep learning projects across a variety of verticals including hotels, restaurants, experiences, etc. with a strong focus on computer vision, and work on problems including (but not limited to) image understanding, sorting and recommendation, content moderation, etc.
Tripadvisor is the web's leading travel information site. At Tripadvisor, the Data Science Team creates systems that influence the travel decisions of millions of people per day. It applies cutting edge machine learning techniques to a wide variety of areas, including sorting, recommendation, computer vision, natural language processing, etc. To ensure continued success, Tripadvisor promotes a culture of personal development, including social activities, journal clubs, memberships in online learning resources, and participation in industry conferences. Have a great time while shaping the future of travel!
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
If you need a reasonable accommodation or support during the application or the recruiting process due to a medical condition or disability, please reach out to your individual recruiter or send an email to AccessibleRecruiting@Tripadvisor.com and let us know the nature of your request . Please include the job requisition number in your message.
#LI-GW1
#LI-Remote
#LI-Hybrid

          Apply now