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- Tasks: Join our team to tackle exciting machine learning challenges in performance marketing.
- Company: Tripadvisor is the leading travel information site, shaping travel decisions for millions daily.
- Benefits: Enjoy flexible work options: office, hybrid, or remote, plus personal development opportunities.
- Why this job: Make a real impact on travel while collaborating with diverse, talented professionals.
- Qualifications: PhD or Masters in relevant fields preferred; strong machine learning and Python skills required.
- Other info: Be part of a culture that values personal growth and innovative ideas.
The predicted salary is between 43200 - 72000 £ per year.
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.
The Tripadvisor Machine Learning Team is looking for an experienced individual to join a dynamic and fast-paced team to help support our Performance Marketing efforts. As a Senior Machine Learning Scientist, you will apply your modeling skills to a wide variety of problem spaces including, but not limited to bidding for online advertising, customer modeling, experimental design, revenue optimization, attribution, and recommendations. You will have access to the newest development tools and huge data sets. You will deploy your solutions online and be able to observe the impact of your work in real time as you help the company grow.
We are looking for someone who is independent, curious, and motivated, who likes discussing ideas and will bring something new to the table. You will be working in a diverse environment where you’ll collaborate with a broad multidisciplinary team of data scientists, analysts, software engineers, and product managers. You’ll be encouraged to take ownership of your projects and to find new opportunities and problems where machine learning could be applied to improve the business.
Location: Please note, this position will be either office, hybrid or remote-based, within Portugal.
About Data Science at Tripadvisor:
Tripadvisor is the web’s leading travel information site. At Tripadvisor, the ML Team creates systems that influence the travel decisions of millions of people per day. We apply cutting edge machine learning techniques to a wide variety of areas, including recommenders, online advertising, vision, text processing, and natural language processing. 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’ll Do:
- Use machine learning models to solve a variety of core business problems across performance marketing.
- Seek out new opportunities to apply data science and machine learning in the performance marketing space across all channels (e.g., Web, email, paid marketing).
- Automate ETL pipelines.
- Prototype, evaluate, deploy and maintain new models in production.
- Design AB tests and analyze their results.
- Discover new ways to analyze and interpret the data.
- Guide/mentor more junior scientists.
- Communicate progress and interpretation of experimental results to technical and business stakeholders.
Skills & Experience:
- PhD or Masters in Computer Science, Engineering, Statistics, or related field preferred (or masters with at least 4+ years of practical experience).
- Knowledge of AB test design and analysis.
- Strong background in machine learning and statistics.
- Solid foundation on data structures and algorithms.
- Proficiency in Python for numerical/statistical programming (our group relies heavily on Numpy/Pandas/Scikit-learn).
- Ability to interpret and write complex SQL queries.
- Experience with big data technologies, such as Hive and Spark.
- Track record of leading the deployment and maintenance of models.
We strive to create an accessible and inclusive experience for all candidates.
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Senior Machine Learning Scientist (Performance Marketing) employer: Tripadvisor
Contact Detail:
Tripadvisor Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land Senior Machine Learning Scientist (Performance Marketing)
✨Tip Number 1
Familiarize yourself with the latest trends in performance marketing and machine learning. Stay updated on new algorithms and tools that can enhance your modeling skills, as this will show your passion and commitment to the field during discussions.
✨Tip Number 2
Engage with the data science community by attending meetups or webinars focused on machine learning applications in marketing. Networking with professionals in the industry can provide insights and potentially lead to referrals.
✨Tip Number 3
Prepare to discuss specific projects where you've successfully applied machine learning to solve business problems. Highlight your experience with AB testing and how you’ve used data to drive decisions, as this aligns closely with the role's responsibilities.
✨Tip Number 4
Showcase your ability to work collaboratively in a multidisciplinary team. Be ready to share examples of how you've mentored junior scientists or collaborated with product managers, as teamwork is emphasized in the job description.
We think you need these skills to ace Senior Machine Learning Scientist (Performance Marketing)
Some tips for your application 🫡
Understand the Role: Take the time to thoroughly read the job description for the Senior Machine Learning Scientist position. Understand the key responsibilities and required skills, especially in machine learning, statistics, and performance marketing.
Tailor Your CV: Customize your CV to highlight relevant experience in machine learning, data science, and performance marketing. Include specific projects or achievements that demonstrate your ability to solve business problems using machine learning techniques.
Craft a Compelling Cover Letter: Write a cover letter that reflects your passion for machine learning and how it can impact performance marketing. Mention your unique experiences and how they align with Tripadvisor's mission to revolutionize travel.
Showcase Your Technical Skills: In your application, emphasize your proficiency in Python, SQL, and any big data technologies you have experience with. Provide examples of how you've applied these skills in previous roles, particularly in deploying and maintaining models.
How to prepare for a job interview at Tripadvisor
✨Showcase Your Machine Learning Expertise
Be prepared to discuss your experience with machine learning models in detail. Highlight specific projects where you've applied your skills, especially in performance marketing contexts like bidding strategies or customer modeling.
✨Demonstrate Problem-Solving Skills
Think of examples where you've identified new opportunities for applying data science. Be ready to explain how you approached these problems and the impact your solutions had on the business.
✨Familiarize Yourself with AB Testing
Since the role involves designing and analyzing AB tests, brush up on your knowledge of experimental design. Be ready to discuss your experience with AB testing and how you've used it to drive decisions in past roles.
✨Communicate Effectively
As you'll be working with a multidisciplinary team, practice explaining complex technical concepts in simple terms. Prepare to share how you've communicated results to both technical and non-technical stakeholders in previous positions.
