About us
Avantio, with more than 20 years of experience, is one of the world leaders in technology solutions for holiday rentals. We provide short-term rental agencies with an all-in-one solution to help them manage their business: Property Management System, Channel Manager and Website.
Based in Valencia and with sales teams in the USA and LATAM, in Avantio you will discover a highly qualified team, made up of top-level professionals, in an international environment.
Description:
You will be part of the newly formed Data science and Analytics team at Avantio. Our mission is to drive growth for our clients by innovating and optimising technology through the use of machine learning and AI.
You will play an important role in the development of our Dynamic Pricing model and Advanced analytics features and help to lay the foundation for further innovation in these areas. This is a fantastic opportunity for someone who thrives on building solutions from scratch and wants to make a significant impact on the company and clients.
The Data Scientist is responsible for developing and implementing advanced machine learning models, including dynamic pricing algorithms and revenue management tools. This role will also support advanced analytics features within our Property Management System (PMS), providing actionable insights to drive decision-making for our partners
- 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.
- Analyse 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.
- Work closely with Data Engineers to ensure data availability, quality, and accessibility for modelling.
- Provide support in integrating machine learning models into the PMS and other applications.
- 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.
- 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.
What are we looking for?
- Masters or a relevant degree in Data Science, Computer Science, Statistics, Mathematics, or a similar field.
- 3-5 years of experience in developing and or implementing machine learning models
- Fluency in English and Spanish
- Programming language such as Python
- Experience of working with Machine learning libraries and frameworks
- Strong understanding of different modelling techniques and statistical analytics.
- Experience with data visualisation tools such as Power BI, Tableau etc
- Proficiency in SQL and experience with database management
- Experience of working with large data sets
Useful to have:
- Previous experience in the vacation rental, hotels or property management industry is a plus.
- Experience with cloud platforms AWS.
- Experience in modelling demand and pricing strategies
- Familiarity with agile development methodologies.
What do we offer?
At Avantio we look for people who identify with our values: we care, we constantly help each other, we communicate a lot (both internally and with our clients and partners) and we learn from each other. We want you to make this project yours too!
We provide the necessary tools and opportunities to grow professionally. You will be challenged so that you can develop your professional career and this will lead to the growth of the company. In other words, "the sky's the limit".
If all this describes you and you want to work in a young, international company with these values, don't hesitate to apply!