6 дней назад
Data Scientist – Content (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist – Content (AI) (NLP/large language models): Building and deploying machine learning solutions for hotel content discovery and optimization at scale, with an accent on text generation, foundation models, and user behavior analysis. Focus on designing experiments, connecting offline quality to online business outcomes, and delivering production-ready models with product, engineering, and design teams.
Location: Düsseldorf, Germany; hybrid work with up to 2 work-from-home days weekly
Company
operates a hotel metasearch engine that helps millions of travelers compare prices and discover accommodation.
What you will do
- Develop and deploy end-to-end machine learning solutions using NLP and text generation to optimize hotel content.
- Build and apply large language and foundation models for text understanding, automated summaries, and content optimization.
- Analyze user behavior and text performance to generate actionable business insights.
- Apply predictive modeling, statistical modeling, and deep learning to complex content challenges.
- Design A/B tests, monitor model performance, and connect offline quality with online business outcomes.
- Collaborate with product, engineering, and design teams on scalable production solutions.
Requirements
- Advanced degree in machine learning, computer science, statistics, or a related quantitative field.
- 3+ years of practical experience deploying machine learning algorithms in production.
- Strong Python, SQL, and cloud computing skills.
- Expertise in NLP/NLG, large language models, and foundation models for text processing.
- Experience with experimental design, A/B testing, statistical methods, bias awareness, and guardrail metrics.
- Professional English communication skills required.
Culture & Benefits
- Work with petabytes of live travel data, modern machine learning infrastructure, and production systems.
- Own work end-to-end and be evaluated on measurable impact.
- Access personalized coaching, workshops, educational meetups, conferences, online courses, and a campus library.
- Visa support and a relocation package are available.
- Flexible working hours, at least 25 vacation days, and remote work from Germany or selected countries abroad for up to 20 days per year.
- Access to language classes, fitness facilities, sports programs, canteen benefits, childcare support, and an on-campus kids room.
Hiring process
- One-way Hireflix video interview.
- Recruiter or hiring manager call followed by a technical interview and live case study.
- Stakeholder interview.
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