Overview In this role you will develop real-time machine learning solutions for large-scale travel data and build ranking models using deep learning. You will join a cross-functional Strategic Analytics team to drive data-driven decision making and enhance traveler experiences. The position offers a chance to tackle challenging problems in a fast-paced, inclusive environment and to contribute to the company’s leadership in dynamic holiday packages. Leistungen / Benefits Shorter working week with half Friday Flexible start and end times Remote work possibility for a period each year Fri-Yays dedicated deep-work half day Volunteer days (2 paid) Travel industry discounts and staff fares Verantwortungsbereiche Develop real-time ML solutions for big data problems Create ranking algorithms based on deep learning Collaborate with ML scientists, software engineers, ML engineers and project managers Contribute to cross-functional projects within the Strategic Analytics team Engage in problem solving and experimentation to improve model performance Zentrale Anforderungen Ph.D. in Computer Science, Mathematics, or Physics, or Master’s degree with ≥3 years in ML Strong knowledge of supervised and unsupervised learning methods Proficiency in Python and SQL with libraries (scikit-learn, Pandas, matplotlib, Numpy, Scipy, MLflow) Experience with Deep Learning (RNNs, CNNs, Autoencoders) Experience with Keras (and TensorFlow) or PyTorch Creative problem solving Curiosity and willingness to learn Collaborative mindset Real-time machine learning Ranking algorithms Deep learning architectures (RNN, CNN, Autoencoder)
Machine Learning Scientist Arbeitgeber: lastminute.com
Als Consolidation Specialist in Chiasso oder im Homeoffice in Rumänien profitieren Sie von einer inklusiven und internationalen Arbeitsumgebung, die Kollegen aus über 10 Ländern vereint. Wir bieten eine verkürzte Arbeitswoche von 36 Stunden, flexible Arbeitszeiten und zahlreiche Möglichkeiten zur beruflichen Weiterentwicklung, einschließlich Zugang zu E-Learning-Plattformen und maßgeschneiderten Schulungsinhalten. Darüber hinaus unterstützen wir unsere Mitarbeiter mit bezahlten Freistellungen für ehrenamtliche Tätigkeiten und bieten exklusive Rabatte in der Reisebranche.
