Senior Data Scientist Enterprise Analytics
Locations : Dallas, TX or Akron, OH
Open to Remote
POSITION SUMMARY :
This role supports all aspects of Signet North America through use of statistical, predictive, and computer science process, and business knowledge to develop new approaches to discovering insights that lead to business action.
Collaborates with multi-disciplinary teams to gather and analyze structured and unstructured data using scientific methods and developing and testing models used to predict business outcomes.
Translates statistical results and outcomes into plain-speak so business leaders are fully aware of the implications and can implement changes.
Subject matter expert for statistical processes and their implementation (ARIMA, regression, boosted models, decision trees / forest models etc.
and use of tools / languages such as Alteryx, Tableau, R (or R-Studio), Python, SQL, and Business Objects.
MAJOR RESPONSIBILITIES / ESSENTIAL FUNCTIONS :
Understand and prioritize business problems and identify ways to leverage data to recommend solutions to business problems.
Organize and synthesize data into actionable business decisions, focused on insights. Visualize complex data sets, draw conclusions and relationships, and develop actionable recommendations.
Provide insight into, trends, financial and business operations through data analysis and the development of business intelligence visuals.
Work with advanced business intelligence tools to complete complex calculations, table calculations, geographic mapping, data blending, and optimization of data extracts.
Properly use linear and non-linear predictive models, and optimization techniques.
Develop dashboards and prepare executive level (or targeted audience) presentations to clearly articulate the results of the analysis.
Explain, through strong communication skills and analytical analysis, the business value and expected impact of the work.
Clearly and fluently translate technical findings to a non-technical team with quantified insights.
Capable of executing the full Machine Learning process from collection of data, preparing, cleansing and validating data.
Evaluate the advantages of different ML models for a given business problem to develop appropriate features, and create / optimize classification / regression models.
Engage and collaborate with analytical team members across the company to increase the organization's analytical capabilities.
This includes serving as a subject matter expert on BI tools and analytical techniques including, data blending, statistical modeling, automation of manual processes, and data visualization.
POSITION QUALIFICATIONS :
Education Required :
- Bachelor’s degree in Business, Analytics, Statistics, or similar field is required
- Master’s degree in Business, Analytics, Statistics, or similar field is preferred
Years of Job-Related Experience Required : 7 10 years of experience in Data Science
Technical / Other Skills Required :
- Advanced knowledge of various business intelligence tools including - Microsoft Excel, Alteryx, SQL, Tableau, matplotlib, ggplot.
- Data Wrangling proficiency in dealing with data imperfections, data gaps, normalization techniques.
- Experience with statistical data analysis, such as time series, linear models, multivariate analysis, and sampling methods.
- Experience with SQL, Python, or R is required.
- Machine Learning good knowledge to machine learning methods like ARMIA, Naive Bayes, SVM, Decision Forests, Gradient Boosting, Neural Networks.
- Hands-on experience with data science tools.
- Experience with git source control system.
- Experience with AWS tools / environment preferred.
BENEFITS & PERKS :
- Competitive healthcare, dental & vision insurance
- 401(k) matching after one year of employment
- Generous time off + company holidays
- Merchandise discount
- Learning & Development programs
- Much more
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