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Senior Data Scientist

4 months ago

Montréal QC, Canada Pricepoint Full time

What is Pricepoint?Pricepoint is a rapidly growing hotel revenue management startup that pioneers advanced data science and machine learning to empower hotels in optimizing pricing strategies for maximum revenue potential.Who Are We?We are a friendly team eager to build the most sophisticated pricing technology powered by AI. Our goal has never been to pretend that we’re a corporation. However, while we don’t like vertical structures or closed offices, we do hope that each team member will deliver to the best of their abilities not only on their projects but on helping us maintain an open and friendly work environment. “Trust” is the foundation of what we want to build with our clients and our colleagues. If there is trust then there is truth, responsibility, and respect.What Will You Do?We are seeking a highly skilled and experienced Senior Data Scientist to join our team. In this role, you will develop and improve our AI-based revenue management and dynamic pricing systems, optimizing pricing strategies and managing the lifecycle of perishable products using cutting-edge machine learning and optimization techniques. As a vital member of the Data Science team, you will contribute by planning, designing, and developing the analytical decision-making core of our hotel Revenue Management system as well as building new AI-powered modules. Your primary role involves enhancing, designing, developing, testing, and operating Pricepoint's intelligent pricing systems and algorithms, utilizing cutting-edge Machine Learning and Operations Research techniques. Python, SQL, data analysis, and statistics will be your primary tools on this journey. This position reports to the Chief Data Scientist.How You Will Contribute?As a member of our AI and Data Science team, you will:Develop and enhance forecasting and demand modeling techniquesDesign and develop price optimization algorithmic methodologiesPerform data analytics and business intelligence tasks to support decision-makingAutomate processes to improve efficiency and accuracyAnalyze and present results to stakeholdersCollaborate with teams in Sales, IT, and Customer Support to explore ideas and develop solutionsMaintain and document the codebaseQualifications:Master’s or Ph.D. degree in Data Science, Computer Science, Operations Research, Statistics, or a related field.5-7 years of relevant professional experience (8-10+ years preferred).Eager to research and learn new methodologies.Proven experience in developing forecasting models, particularly in the transportation or hospitality industries.Proven experience in developing and deploying NLP models and Large Language Models.Strong background in Reinforcement Learning, with a track record of successful implementations.Proficiency in Python programming and experience with relevant libraries and frameworks.Previous experience or strong knowledge of revenue management practices in the hospitality industry is a significant advantage.Hands-on experience with AI and Machine Learning models used in forecasting and optimization.Experience in dynamic pricing algorithms and real-time price adjustments.Background in managing perishable inventory to minimize waste and maximize profitability.Practical experience in software development and deployment, including CI/CD practices.Proficiency in business intelligence and data analytics tools.Excellent communication skills and the ability to work collaboratively in a dynamic startup environment.Join Our Team:If you're a passionate and experienced Senior Data Scientist eager to revolutionize hotel revenue management, apply now via LinkedIn or send your CV to morad@pricepoint.co to join Pricepoint and contribute to our innovative solutions.Job Type: Full-time............................Qu'est-ce que Pricepoint?Pricepoint est une startup en pleine croissance spécialisée dans la gestion des revenus hôteliers. Nous utilisons des techniques avancées de science des données et d'apprentissage automatique pour aider les hôtels à optimiser leurs stratégies tarifaires et maximiser leur potentiel de revenus.Qui sommes-nous?Nous sommes une équipe conviviale dédiée à la création de la technologie de tarification la plus sophistiquée alimentée par l'IA. Nous privilégions une structure ouverte et la confiance mutuelle avec nos clients et collègues, valorisant la vérité, la responsabilité et le respect.Ce que vous ferezNous recherchons un(e) Senior Data Scientist expérimenté(e) pour développer et améliorer nos systèmes de gestion des revenus et de tarification dynamique basés sur l'IA. Vous serez responsable de la planification, de la conception et du développement des systèmes de prise de décision analytique, ainsi que de nouveaux modules alimentés par l'IA. Vous utiliserez des techniques de Machine Learning et de recherche opérationnelle de pointe, avec des outils comme Python, SQL, l'analyse de données et les statistiques. Ce poste relève du Chief Data Scientist.Comment vous contribuerezEn tant que membre de notre équipe IA et Data Science, vous serez impliqué(e) dans :Le développement et l'amélioration des techniques de prévision et de modélisation de la demandeLa conception et le développement de méthodologies algorithmiques d'optimisation des prixL'analyse de données et les tâches de business intelligence pour soutenir la prise de décisionL'automatisation des processus pour améliorer l'efficacité et la précisionL'analyse et la présentation des résultats aux parties prenantesLa collaboration avec les équipes des ventes, de l'informatique et du support client pour explorer des idées et développer des solutionsLa maintenance et la documentation du codeQualificationsMaster ou Ph.D. en science des données, informatique, recherche opérationnelle, statistiques ou un domaine connexe5-7 ans d'expérience professionnelle pertinente (8-10+ ans préféré)Expérience avérée dans le développement de modèles de prévision, en particulier dans les industries du transport ou de l'hôtellerieExpérience dans le développement et le déploiement de modèles NLP et de grands modèles de langageSolide expérience en apprentissage par renforcement, avec des implémentations réussiesMaîtrise de la programmation en Python et des bibliothèques/frameworks pertinents (e.g., TensorFlow, PyTorch, scikit-learn, pandas, NumPy)Connaissance des pratiques de gestion des revenus dans l'industrie hôtelièreExpérience pratique avec des modèles d'IA et de Machine Learning utilisés dans la prévision et l'optimisationExpérience des algorithmes de tarification dynamique et des ajustements de prix en temps réelExpérience en gestion d'inventaire périssable pour minimiser les pertes et maximiser la rentabilitéExpérience en développement et déploiement de logiciels, y compris les pratiques CI/CDCompétences en communication et capacité à travailler en collaboration dans un environnement de startup dynamiqueRejoignez notre équipeSi vous êtes un(e) Senior Data Scientist passionné(e) et expérimenté(e) désireux(se) de révolutionner la gestion des revenus hôteliers, postulez via LinkedIn ou envoyez votre CV à morad@pricepoint.co pour rejoindre Pricepoint et contribuer à nos solutions innovantes.Type de poste: Temps plein