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Manager Of Data Science - Virtual/Remote
Company | UPS |
Address | Atlanta, GA, United States |
Employment type | FULL_TIME |
Salary | |
Category | Public Relations and Communications Services,Transportation, Logistics, Supply Chain and Storage,International Trade and Development |
Expires | 2023-08-17 |
Posted at | 10 months ago |
Explore your next opportunity at a Fortune Global 500 organization. Envision innovative possibilities, experience our rewarding culture, and work with talented teams that help you become better every day. We know what it takes to lead UPS into tomorrow—people with a unique combination of skill + passion. If you have the qualities and drive to lead yourself or teams, there are roles ready to cultivate your skills and take you to the next level.
- Use various analytical methods such as predictive modeling, text mining, machine learning, statistical forecasting, optimization, and simulations to develop and implement advanced statistical and econometric decision support systems.
- Successful candidate will work with a team that is responsible for researching and implementing advanced analytics models utilizing a diverse set of techniques.
- Design and leverage various types of customer segmentation models to identify opportunity for growth and assess overall customer health. Integrate performance and impact within revenue and drive coordination between Marketing, Sales and Operational initiatives
- This individual will perform data wrangling, ETL, and data exploration tasks, while leveraging large volumes of structured and unstructured data.
- Manage projects across the lifecycle, working with cross functional teams consisting of data scientists, data engineers, application developers, business analysts and various stakeholders. Manage the execution of analytics projects based on statistics, machine learning, experimental design, and the scientific method principles to derive insights.
- He/she should be a natural thought leader, thinking outside of the box, and challenging the status quo.
- Manage and develop analytics peers and other data science focused team members; have an active role in the Citizen Data Science program
- Work with various department project teams and facilitates collaboration with cross-functional stakeholders. Collaborate with various groups to gather, curate, and build data sets needed to successfully construct the foundation of our Analytical Models. Collectively develop hypotheses, approaches, models, and solutions to solve problems and increase profitability and efficiency.
- Leverage analytics and visualization tools to design and present information to drive fact-based decision making
- Develop subject matter expertise on internal and external sources of information. Stay up to date with the industry trend to gain knowledge of latest hardware and software, emerging technologies, and analytic techniques to ensure UPS is utilizing state-of-the-art tools. This candidate would be encouraged to network and learn about best practices and emerging technologies.
- Expertise in machine learning algorithms and experience using the following ML techniques: Regression, Decision Trees, Random Forests, Gradient Boosting, SVMs, Clustering and Neural Networks Working experience with database systems (e.g. SQL, NoSQL, Teradata, MongoDB, Postgres, etc.)
- The ideal candidate should have a healthy level of curiosity, be a strong communicator, and possess the ability to tell the story of data results and insights.
- Master's Degree with 5+ years of data science/advanced analytics experience or a Ph.D. with 2+ years of advanced analytics experience (Degree in Operational Research, Mathematics, Engineering, Statistics, Economics, Data Science, Computer Science, Data Analytics or related field)
- Master's Degree with 3+ years of data science/advanced analytics experience (Degree in Business, Computer Science, Data Analytics, or similar focus). Otherwise, must be a current UPS employee with three years of data science and analytics centric UPS experience.
- Strong analytical and problem-solving skills.
- Must have expertise with statistical languages such as R and/or Python Must have a strong understanding of statistics and probability: distributions, experimental design, variance analysis, A/B testing, probability theory, stochastic systems, and Bayesian inference
- Preferred Expertise with statistical languages such as R and/or Python Strong understanding of statistics and probability: distributions, experimental design, variance analysis, A/B testing, probability theory, stochastic systems, and Bayesian inference Expertise with various statistical modeling algorithms such as: regression, clustering, ARIMA, decision trees, Time Series, and scenario simulation/modeling.
- Must have expertise with various statistical modeling algorithms such as: regression, clustering, ARIMA, decision trees, Time Series, and simulation
- Data visualization and dashboard development experience, with tools such as Tableau, Power BI, or similar applications.
- Experience with Big Data technologies like Hadoop, Spark, Hive, NoSQL, etc., and Cloud technologies (Google Cloud, SQL Server, Azure, etc.)
- Advanced skills to work with large, complex, and disparate data (accessing, connecting, and analyzing data), using tools such as Snowflake, Alteryx, or similar applications.
- Fluid understanding of economics, with a solid foundation in statistics, ability to seek and solve quantitative problems through data modeling.
- Must have a Master's Degree (or internationally comparable degree)
- Employer will not sponsor a visa for this or future positions
- Must be a U.S. Citizen or National of the U.S., an alien lawfully admitted for permanent residence, or an alien authorized to work in the U.S. for this employer
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