πUnited States
ML Data Engineer
closed
Cloudbeds
π΅ $62k-$150k
πRemote - United Kingdom
Summary
The job is for a Data Engineer at Cloudbeds, a global hospitality platform provider. The role involves building and implementing end-to-end features for revenue optimization using machine learning models. The employee will work closely with cross-functional teams to identify areas of improvement and develop solutions. The position is based in London, UK (Hybrid).
Requirements
- Bachelor's degree or higher in a quantitative field such as Computer Science, Statistics, Mathematics, or Data Science
- 3+ years of experience in a data engineering role, preferably in the hospitality industry
- Expertise deploying machine learning models on the Cloud at scale, e.g. using MLFlow
- Expert level knowledge of SQL and experience working with large datasets
- Expertise with AWS or other cloud computing platform
- Experience implementing machine learning models using Python, including familiarity with popular data science frameworks such as Pandas, Scikit-Learn
- Strong problem-solving skills and ability to think creatively about complex business problems
- Strong application development skills
- Excellent communication skills and ability to collaborate effectively with cross-functional teams
Responsibilities
- Build and implement end-to-end features and functionality that allow our lodging customers to optimize their revenue
- Develop and implement machine learning models to optimize revenue generating opportunities for our customers
- Collaborate with cross-functional teams to identify areas for product improvement
- If needed, figure out ways to structure data to make it easy to analyze and apply learning algorithms
- Build and maintain data pipelines to extract and transform data from various sources
- Analyze data sets to identify trends and patterns that inform product development and marketing strategies
- Design and conduct experiments to test the effectiveness of new features and improvements
- Communicate findings and insights to stakeholders across the organization, including product, engineering, and customer success teams
Benefits
- Flexible working schedules with an open Paid Time Away policy
- Opportunity to travel and work remotely with great people
This job is filled or no longer available
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