Data Scientist
Data Scientist
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Job Description
About us
Avantio with more than 20 yearsof experience is one of the world leaders in technology solutions for holiday rentals. We provide shortterm rental agencies with an allinone 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 toplevel 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 Scientistis 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 decisionmaking for our partners
Key Responsibilities:
- 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.
- Data Analysis and Insights:
Analyse large datasets to extract meaningful insights and identify trends and patterns.
Collaborate with Data Analysts and other stakeholders to translate business requirements into datadriven solutions.
- Collaboration and Support:
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.
- 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.
- Research and Innovation:
Stay uptodate 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.
35 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
- We are a leading global provider of solutions services and technological tools for holiday rentals with a stable projection.
- Stable fulltime contract.
- Competitive salary based on experience
- Training provided by the company.
- Flexible working hours.
- We currently have a hybrid working system which means that we come two days a week and three days of work from home .
- Possibility to build a longterm career. We offer you activities tasks and responsibilities that will allow you to grow professionally and personally.
- Worklife balance: afternoon off for childrens birthdays and support during their first days at school :)
- Carsharing: the possibility of giving your colleagues a lift in your car (monthly extra from the company) or you can travel to work with colleagues free of charge.
- A dynamic and multicultural environment with more than 24 nationalities to get to know.
- The opportunity to work in a young and international team. We currently have 175 employees with cultural diversity.
- Attractive facilities and atmosphere: lounge areas with sofas (pingpong table table football...) fully equipped cafeteria (coffee fresh fruit...) and a roof terrace with interesting views. We have fun!
- Employment advice: a small guide to help you with all your documentation (NIE social security number or how to register in a place...).
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 skys the limit.
If all this describes you and you want to work in a young international company with these values dont hesitate to apply!
Employment Type
Full Time
