Machine Learning Scientist II (Traveltech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Machine Learning Scientist II (Data Science/ML): Building end-to-end ML solutions for ranking, recommendation engines, and pricing optimization with an accent on revenue optimization and dynamic pricing. Focus on developing ML models for demand forecasting, conducting A/B testing, and deploying scalable models into production.
Location: Geneva, Switzerland (Hybrid/Flexible work model)
Company
is a global travel technology leader providing innovative distribution solutions and cutting-edge tech to travel partners worldwide.
What you will do
- Develop and implement ML models for dynamic pricing, demand forecasting, and revenue optimization.
- Collaborate on end-to-end solutions, from data preprocessing to production deployment.
- Participate in A/B testing and experiment design to continuously improve algorithms.
- Analyze complex datasets to derive actionable insights for business stakeholders.
- Translate business requirements into technical solutions through cross-functional collaboration.
- Communicate methodologies and results to both technical and non-technical audiences.
Requirements
- Ph.D. (preferred) or Master's degree in Computer Science, ML, Mathematics, Statistics, or a related field.
- Proficiency in Python, PySpark, and ML libraries (e.g., scikit-learn, TensorFlow, Keras).
- Familiarity with big data technologies (Hadoop, Spark) and cloud platforms (AWS, GCP).
- Solid understanding of common machine learning algorithms, statistics, and probability theory.
- Strong problem-solving and communication skills.
Culture & Benefits
- Full benefits package including exciting travel perks and generous time-off.
- Flexible work model with access to modern office spaces.
- Inclusive community that celebrates diversity and fosters an open culture.
- Support for career development and parental leave.
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