Business Intelligence Specialist

hace 1 semana

Valencia, Valencia, España Avantio A tiempo completo

About Avantio: As a leading provider of technology solutions for holiday rentals, Avantio has over 20 years of experience in delivering innovative products to the short-term rental industry. Our comprehensive platform includes a Property Management System, Channel Manager, and Website, serving clients worldwide.

Job Overview: We are seeking a highly skilled Data Scientist to join our newly formed Data Science and Analytics team. This is an exciting opportunity to drive growth for our clients by leveraging machine learning and AI to optimize our technology. As a key member of the team, you will play a crucial role in developing our Dynamic Pricing model and Advanced analytics features, laying the foundation for future innovation.

Key Responsibilities:

  1. Model Development: Design, develop, and implement machine learning models for dynamic pricing of vacation rental properties. Perform feature engineering, model training, and model evaluation to ensure high accuracy and performance.
  2. Data Analysis and Insights: Analyze large datasets to extract meaningful insights and identify trends and patterns. Collaborate with Data Analysts and other stakeholders to translate business requirements into data-driven solutions.
  3. Collaboration and Support: Work closely with Data Engineers to ensure data availability, quality, and accessibility for modeling. Provide support in integrating machine learning models into the PMS and other applications.
  4. Performance Monitoring: Monitor and evaluate the performance of deployed models, making necessary adjustments to improve accuracy and efficiency. Develop and maintain dashboards and reports to provide visibility into model performance and business impact.
  5. Research and Innovation: Stay up-to-date with the latest developments in machine learning, AI, and data science. Experiment with new algorithms, tools, and techniques to continuously improve our data science capabilities.

Requirements:

  1. Masters or a relevant degree in Data Science, Computer Science, Statistics, Mathematics, or a similar field.
  2. 3-5 years of experience in developing and implementing machine learning models.
  3. Fluency in English and Spanish.
  4. Programming language such as Python.
  5. Experience of working with Machine learning libraries and frameworks.
  6. Strong understanding of different modeling techniques and statistical analytics.

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