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Research Analyst à United States

Machine Learning Scientist II

NLP PEOPLE

Londres
Sur place
GBP 60 000 - 80 000
Il y a 30+ jours
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Machine Learning Scientist II
NLP PEOPLE
Londres
Sur place
GBP 60 000 - 80 000
Plein temps
Il y a 30+ jours

Résumé du poste

A global travel technology company in London is seeking an ML Scientist II to join its team. This role involves developing and implementing machine learning models and solutions to address various business challenges. The ideal candidate holds a Ph.D. or Master’s in a related field with proficiency in Python and relevant ML libraries. Join a collaborative environment focused on innovation and technology in travel.

Prestations

Generous time-off
Parental leave
Flexible work model

Qualifications

  • 2 years of industry experience applying ML to real-world problems (desirable but not required).
  • Strong understanding of machine learning algorithms, statistics, and probability theory.
  • Familiar with big data technologies (e.g., Hadoop, Spark) and cloud platforms (AWS, GCP).

Responsabilités

  • Develop and implement ML models for a variety of business applications within Expedia Group’s B2B arm.
  • Contribute to improving algorithm performance through A/B tests and experiments.
  • Collaborate with cross-functional teams to translate business needs into technical solutions.

Connaissances

Python
Machine Learning
Problem-solving
Data Analysis

Formation

Ph.D. or Master's in Computer Science, Machine Learning, Mathematics/Statistics

Outils

PySpark
scikit-learn
TensorFlow
Keras
Description du poste

Expedia Group brands power global travel for everyone, everywhere. We design cutting-edge tech to make travel smoother and more memorable, and we create groundbreaking solutions for our partners. Our diverse, vibrant, and welcoming community is essential in driving our success.

Why Join Us?

To shape the future of travel, people must come first. Guided by our Values and Leadership Agreements, we foster an open culture where everyone belongs, differences are celebrated and know that when one of us wins, we all win.

We provide a full benefits package, including exciting travel perks, generous time-off, parental leave, a flexible work model (with some pretty cool offices), and career development resources, all to fuel our employees' passion for travel and ensure a rewarding career journey. We’re building a more open world. Join us.

Introduction to the team

Private Label Solutions (PLS) is the B2B arm of Expedia Group. We bring Expedia Group's innovative technology and distribution solutions to partners across the world. These businesses include global financial institutions, corporate managed travel, offline travel agents, global travel suppliers (like major airlines) and many more …

We are looking for a ML Scientist II to join the Private Label Solutions (PLS) Machine Learning Science. You will join a team that builds end-to-end ML solutions for various business problems, contributing substantial value for our partners and for EG. We embrace test and learn by continuously experimenting, analyzing and improving our algorithms which has helped the B2B business become one of the fastest growing at Expedia Group.

This applied scientist role will join our ML team at Expedia Group. This role offers a unique opportunity to work on diverse challenges and contribute to cutting-edge solutions that drive significant impact for the business. You will gain expertise in commercial acumen, engineering, analysis, and applied machine learning at scale.

This role requires an individual that has a solid foundation in machine learning and engineering, is passionate about driving meaningful impact whilst being mindful of the broader context in which their work sits, is comfortable with ambiguity and enjoys the challenge of tackling open ended problems.

In this role, you will:

  • Develop and implement ML models for a variety of business applications within Expedia Group’s B2B arm.

  • Contribute to building and enhancing end-to-end ML solutions, from data preprocessing to production deployment.

  • Design and run A/B tests and experiments to continuously improve algorithm performance.

  • Stay current with the latest ML techniques and contribute to the team’s technical capabilities.

  • Collaborate with cross-functional teams to translate business needs into technical solutions.

  • Communicate methodologies and results clearly to both technical and non-technical audiences and work across the tech stack to deploy models.

Experience and qualifications:

  • You hold a Ph.D. (preferred) or Master’s in Computer Science, Machine Learning, Mathematics/Statistics, or a related field.

  • You have 2 years of industry experience applying ML to real-world problems (desirable but not required).

  • You possess a solid understanding of machine learning algorithms, statistics, and probability theory.

  • You demonstrate strong problem-solving skills, a quick learning ability, and enthusiasm for tackling complex challenges.

  • You are proficient in Python, with experience using PySpark and ML libraries such as scikit-learn, TensorFlow, or Keras.

  • You are familiar with big data technologies (e.g., Hadoop, Spark), cloud platforms (AWS, GCP), and can effectively communicate technical concepts to non-technical stakeholders.

Accommodation requests

If you need assistance with any part of the application or recruiting process due to a disability, or other physical or mental health conditions, please reach out to our Recruiting Accommodations Team through the Accommodation Request.

We are proud to be named as a Best Place to Work on Glassdoor in 2024 and be recognized for award-winning culture by organizations like Forbes, TIME, Disability:IN, and others.

Expedia Group's family of brands includes: Brand Expedia, Hotels.com, Expedia Partner Solutions, Vrbo, trivago, Orbitz, Travelocity, Hotwire, Wotif, ebookers, CheapTickets, Expedia Group Media Solutions, Expedia Local Expert, CarRentals.com, and Expedia Cruises. 2024 Expedia, Inc. All rights reserved. Trademarks and logos are the property of their respective owners. CST: 2029030-50

Employment opportunities and job offers at Expedia Group will always come from Expedia Group’s Talent Acquisition and hiring teams. Never provide sensitive, personal information to someone unless you’re confident who the recipient is. Expedia Group does not extend job offers via email or any other messaging tools to individuals with whom we have not made prior contact. Our email domain is @expediagroup.com. The official website to find and apply for job openings at Expedia Group is careers.expediagroup.com/jobs.

Expedia is committed to creating an inclusive work environment with a diverse workforce. All qualified applicants will receive consideration for employment without regard to race, religion, gender, sexual orientation, national origin, disability or age.
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* Le salaire de référence se base sur les salaires cibles des leaders du marché dans leurs secteurs correspondants. Il vise à servir de guide pour aider les membres Premium à évaluer les postes vacants et contribuer aux négociations salariales. Le salaire de référence n’est pas fourni directement par l’entreprise et peut pourrait être beaucoup plus élevé ou plus bas.

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