Dein persönlicher KI-Karriere-Agent
Data Scientist - Price(m/w/x)
Designing hotel deal discovery algorithms and optimizing pricing strategies with real-time ML models. 5+ years industry experience delivering production ML models required. Personalized coaching, workshops, and conference attendance.
Anforderungen
- 5+ years industry experience delivering impactful analyses and production ML models
- Advanced degree (MSc or PhD) in quantitative field
- Expertise building, deploying, maintaining ML models in production
- Strong foundation in experimental design, statistical testing, A/B testing
- Practical experience with time series, optimization, pricing, recommendations, forecasting
- Expert-level Python or R (pandas, scikit-learn), SQL, cloud platforms (GCP)
- Experience in dynamic pricing, yield management, revenue optimization
- Background in reinforcement learning, bandits, sequential decision-making
- Production experience with real-time systems, high-throughput ML serving
- Strong mathematical foundations and problem-solving skills
- Motivation for role
Aufgaben
- Design algorithms for hotel deal discovery
- Optimize pricing strategies using data-driven insights
- Develop and deploy real-time ML models for price prediction
- Create caching optimization models for efficient data serving
- Design and implement A/B tests for pricing experiments
- Define and measure performance metrics for experiments
- Translate business problems into technical solutions
- Collaborate with product and engineering teams
- Communicate data insights to stakeholders
- Mentor junior data scientists in technical and analytical skills
Berufserfahrung
- 5 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- R
- pandas
- scikit-learn
- SQL
- GCP
- big data technologies
Benefits
Mentoring & Coaching
- Personalized coaching
Weiterbildungsangebote
- Workshops
- Educational meetups
- Conferences
- Online learning courses
- Free language classes
Sonstige Vorteile
- Campus library access
- Visa support
- Interest-free newcomer loan
- Focused work areas
Sonstige Zulagen
- Relocation package
Team Events & Ausflüge
- Team events
- Company-wide events
Mehr Urlaubstage
- Self-determined vacation
Flexibles Arbeiten
- Flexible working hours
- Up to 2 work from home days weekly
Workation & Sabbatical
- Remote work from different location (within Germany or selected countries abroad) for up to 20 days per year
Gesundheits- & Fitnessangebote
- Free access to Heycare platform
- On-site gym
- Sports classes
- Urban Sports Club membership
Kinderbetreuung
- Personalized nanny assistance
- On-campus kids room
Gratis oder Vergünstigte Mahlzeiten
- Daily canteen budget
Snacks & Getränke
- Complimentary snacks and drinks
Ergonomischer Arbeitsplatz
- Ergonomic desks
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Data Scientist - Price(m/w/x)
Designing hotel deal discovery algorithms and optimizing pricing strategies with real-time ML models. 5+ years industry experience delivering production ML models required. Personalized coaching, workshops, and conference attendance.
Anforderungen
- 5+ years industry experience delivering impactful analyses and production ML models
- Advanced degree (MSc or PhD) in quantitative field
- Expertise building, deploying, maintaining ML models in production
- Strong foundation in experimental design, statistical testing, A/B testing
- Practical experience with time series, optimization, pricing, recommendations, forecasting
- Expert-level Python or R (pandas, scikit-learn), SQL, cloud platforms (GCP)
- Experience in dynamic pricing, yield management, revenue optimization
- Background in reinforcement learning, bandits, sequential decision-making
- Production experience with real-time systems, high-throughput ML serving
- Strong mathematical foundations and problem-solving skills
- Motivation for role
Aufgaben
- Design algorithms for hotel deal discovery
- Optimize pricing strategies using data-driven insights
- Develop and deploy real-time ML models for price prediction
- Create caching optimization models for efficient data serving
- Design and implement A/B tests for pricing experiments
- Define and measure performance metrics for experiments
- Translate business problems into technical solutions
- Collaborate with product and engineering teams
- Communicate data insights to stakeholders
- Mentor junior data scientists in technical and analytical skills
Berufserfahrung
- 5 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- R
- pandas
- scikit-learn
- SQL
- GCP
- big data technologies
Benefits
Mentoring & Coaching
- Personalized coaching
Weiterbildungsangebote
- Workshops
- Educational meetups
- Conferences
- Online learning courses
- Free language classes
Sonstige Vorteile
- Campus library access
- Visa support
- Interest-free newcomer loan
- Focused work areas
Sonstige Zulagen
- Relocation package
Team Events & Ausflüge
- Team events
- Company-wide events
Mehr Urlaubstage
- Self-determined vacation
Flexibles Arbeiten
- Flexible working hours
- Up to 2 work from home days weekly
Workation & Sabbatical
- Remote work from different location (within Germany or selected countries abroad) for up to 20 days per year
Gesundheits- & Fitnessangebote
- Free access to Heycare platform
- On-site gym
- Sports classes
- Urban Sports Club membership
Kinderbetreuung
- Personalized nanny assistance
- On-campus kids room
Gratis oder Vergünstigte Mahlzeiten
- Daily canteen budget
Snacks & Getränke
- Complimentary snacks and drinks
Ergonomischer Arbeitsplatz
- Ergonomic desks
Gefällt dir diese Stelle?
BetaDein Career Agent findet täglich ähnliche Jobs für dich.
Über das Unternehmen
trivago
Branche
Tourism
Beschreibung
The company compares prices from major booking sites to help travelers find hotels at great prices.
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