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Data Science Analyst
2 months ago
The Royal Caribbean Group's Data Science team has an exciting career opportunity for a full time Data Science Analyst reporting to the Senior Manager Data Analytics and AI.
This position will work on-site in Miami, Florida.
Position Summary
Royal Caribbean is seeking a passionate and inquisitive Data Science Analyst to collaborate with the centralized Data Science team. This role will assist Data Scientists on high-value project initiatives across different business areas with a focus in Revenue Management and Dynamic Pricing.Data Science Analysts are expected to work independently and in collaboration with other Data Scientists to explore new capabilities that will continue to keep Royal Caribbean Group ahead of its competitors in this space.
Essential Duties and Responsibilities
- A successful candidate will possess a strong background in one of the following or a related area: Statistics, Mathematics, Computer Science, Data Analysis, Experiment Design, Machine Learning, Industrial Engineering, Operations Research, Management Science, Business Analytics, Economics, and Numerical Optimization / Linear Programming.
- The candidate should show the ability to use these skills to improve existing and create new business processes and measure their impact.
- The candidate should be eager to work on various types of production machine-learning processes, have a high level of curiosity, be results-oriented, have an aptitude for understanding business problems, and - most importantly - enjoy problem solving.
- Lastly, the candidate should be interested in the intersection of machine learning with traditional operations research, industrial engineering, and management science areas.
- Major Responsibilities Include: Working with internal Data Science teams on model performance validation and identifying areas of opportunity. Collaborating with the Data Science teams to perform analyses that will guide a continuous model improvement process for existing projects.
- Working with Data Science teams and internal business teams to quantify financial impact of existing projects and future improvements. Creating structured reports for monitoring business impact KPIs and their relations to production model results.
- Work with Data Science and Business Teams to construct A/B tests that help identify new areas of opportunity for data science projects.
- Collaborate with Business stakeholders to design and implement R&D prototypes into broader automated systems and establish a Minimum Viable Product.
- Assist with research related to customer based analytical practice and develop communications for management and strategies for building institutional knowledge.
- Perform other duties as assigned
This job description in no way states or implies that these are the only duties to be performed by the employee occupying this position. Employees will be required to perform other job-related duties assigned by their supervisor or management.
Qualifications & Education
- Bachelor's degree required in Statistics, Industrial Engineering, Operations Research, Mathematics, Economics, Computer Science, Physics, or field of comparable foundations in mathematical / statistical analysis and programming.
- 1+ years' experience with any of the following programming languages: R, Python, Java, C++, C#, Scala, SAS, MATLAB or similar scripting languages. Similar experience and proficiency with SQL required.
- 1+ years' experience across data science disciplines including, but not limited to forecasting, exploratory data analysis, experiment design, machine learning, industrial engineering, economics, and numerical optimization / linear programming.
- Experience with statistical methods such t-test of means, Tukey-HSD tests of means on groups, ANOVA, Proportion tests, data normalization and scaling, univariate and multivariate outlier detection.
- Experience with modeling techniques such as linear regression, generalized linear models, decision trees and random forests, neural networks, k-nearest-neighbor, support vector machines, cluster analyses, and ensemble methods.
- Strong Oral and Written skills.
Preferred Qualifications
- Experience in a large corporation or consulting firm with focus in marketing strategies, modeling, CRM and management sciences highly desired.
- Experience with Linear Programming and Deterministic Optimization a big plus.
- Experience with frameworks and languages designed for big-data analysis, including Hadoop, Spark, Hive, and Pig.
- Experience with cloud computing frameworks or API's such as Microsoft Azure, Amazon Web Services and IBM / Watson.
Knowledge & Skills
- Have a background and interest in one or more of the following: Statistics, Mathematics, Computer Science, Data Analysis, Experiment Design, Machine Learning, Industrial Engineering, Operations Research, Management Science, Economics, and Numerical Optimization / Linear Programming.
- 1+ years of experience using Python and common Python toolkits for Machine Learning. (Pandas, NumPy, scikit-learn)
- Familiar with tools used for reporting and dashboard creation (PowerBI, Tableau)
- Demonstrates a strong capacity for learning and assimilating new techniques, tools and methods.
- Comfortable with preparing or collaborating on presentation decks as well as delivering final stakeholder presentations as primary or supporting presenter.
- Is passionate about your work, but willing to support several projects at one time and can accept reprioritization as necessary.
We know there's a lot to consider. As you go through the application process, our recruiters will be glad to provide guidance, and more relevant details to answer any additional questions. Thank you again for your interest in Royal Caribbean Group. We'll hope to see you onboard soon
It is the policy of the Company to ensure equal employment and promotion opportunity to qualified candidates without discrimination or harassment on the basis of race, color, religion, sex, age, national origin, disability, sexual orientation, sexuality, gender identity or expression, marital status, or any other characteristic protected by law. Royal Caribbean Group and each of its subsidiaries prohibit and will not tolerate discrimination or harassment.
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