Sr. Data Scientist
FedEx Services
Federal Express Corporation is seeking qualified applicants for Sr. Data Scientist and Data Scientist Advisor positions.
By applying to this posting, you may be considered for either role, depending on your qualifications and experience.
Job Description
Supports service measurement, improvement, and goaling activities through advanced exploratory data analysis and statistics. Includes quantification of current, historical, or future “what if” scenarios using detailed scan data, which necessitates frequent and iterative use of Spark and big data processing instead of traditional SQL.
Provides tradeoff quantifications between service, cost, revenue, and customer experience for different scenarios through exploratory data analysis and mathematical reasoning. Requires critical thinking about orders of magnitude and asymptotic behavior of trends.
Develops fact bases to help build strategic narratives of opportunity areas through self-directed exploration of scan and service data.
Explores enhancements to service measurement and improvement activities through development and calculation of new metrics and the application of statistical process control (SPC).
Designs and implements reporting dashboards and other visualizations that track and visually communicate key business metrics and provide actionable insights
Participates in design sessions to implement experiments to answer targeted questions and solves known issues by actively engaging with business partners to understand key business challenges.
Independently works on analyzing and interpreting data to identify trends, insights, and logical data driven solutions for business problems.
Analyzes data from various databases to drive optimization and improvement of product development and business strategies.
Ensures accuracy and quality of data, including reconciliation from disparate sources.
Performs other duties as assigned
Sr Data Scientist
Job Profile Summary: Provides expertise and leadership at the enterprise level related to vast quantities of data (including disparate data), enterprise analytics, statistical modeling and initiatives. Leads staff in descriptive, predictive, prescriptive and ensemble modeling, advanced statistical techniques, use of database tools and/or other approaches in quantitative analysis of complex business situations.
Essential Functions
Creates and executes solutions form initial concept to fully tested production and communicates results to a broad range of audiences.
Advanced use of current and emerging technologies to evaluate trends and develop actionable insights and recommendations to management, via understanding of the business model and the information available for analysis.
Uses data, statistical and quantitative analysis, explanatory and high complexity predictive modeling and fact-based management to drive decision making.
Mentors less senior staff. Leads cross functional teams. Routinely work on multiple highly complex assignments.
Provides consultation to senior leadership on a normal basis.
Performs other duties as assigned.
Minimum Education
Bachelor's degree in data science, computer science, applied mathematics, data analytics, statistics or related quantitative field. Related experience may offset degree requirements and related education/degree may offset experience requirements.
Minimum Experience
Five years' work experience in measurement and analysis, quantitative business problem solving, operations analysis, marketing analysis, simulation and/or predictive analytics.
Knowledge, Skills and Abilities
Superior analytical skills with diverse analytics and statistical software and applications. Excellent interpersonal skills, written and oral communication skills. Proven leadership skills.
Data Scientist Advisor
Job Profile Summary: Provides expert leadership at the enterprise level related to vast quantities of data (including disparate data), enterprise analytics, statistical modeling, and initiatives and works on the leading edge of technology, tools, and methodology to ensure that FedEx is a leader in Business Intelligence. Leads lower level Data Scientists in descriptive, diagnostic, predictive, prescriptive and ensemble modeling, advanced statistical techniques, use of database tools and/or other approaches in quantitative analysis of complex business situations. Creates and implements solutions from initial concept to fully tested production and communicates results to a broad range of audiences. Expert in the use of all data types, statistical and quantitative analysis, explanatory and high- complexity predictive modeling and fact-based management to drive decision making. Leads cross functional projects and programs. Routinely works on multiple highly complex assignments concurrently.
Essential Functions
Performs both qualitative analysis (e.g., content analysis, phenomenology, hypothesis testing, network analysis, sentiment analysis, and classification) and quantitative analysis (e.g., clustering regression, pattern recognition, descriptive and inferential statistics) on large data sets to understand trends and relationships between variables to gain predictive insights and drive business results.
Designs and implements experiments to answer targeted questions, solve known issues and suggest/influence the direction of the business by effectively communicating with business partners and functional leaders to understand and prioritize key business challenges.
Guides others in the collection of new data, refinement strategy, researches, tests, recommends, and implements improvements in the tools and techniques used by FedEx to manage and access data and information.
Prioritizes problems so that the team works on the most valuable cases; leads investigations into multiple streams of data to solve complex business problems.
Designs and implements reporting dashboards that track and visually communicate key business metrics and provide actionable insights.
Identifies internal and external information sources, builds strong working relationships with subject matter experts and leadership within FedEx and the external marketplace.
Act as primary author of whitepapers and will present various industry topics as it relates to Data Science at conferences.
Collaborates with IT departments and communicates changes in industry trends and techniques to ensure the team is current with tools, knowledge and methods.
Perform other duties as assigned.
Minimum Education
Bachelor’s degree in a quantitative discipline required. A Master’s degree in a related field may off set two years of the required experience. Related experience may offset degree requirements and related education/degree may offset experience requirements.
Minimum Experience
Seven (7) years experience required in solving analytics problems through the application of data science techniques or work experience in measurement and analysis, quantitative business problem solving, solutions implementation, operations analysis, marketing analysis, simulation development and/or predictive analytics.
Experience should include using most of the following:
Machine Learning Frameworks: SKLearn, XGBoost, TensorFlow, PyTorch, MLlib, and other core ML frameworks.
Programming Languages: Python, Scala, R, C++, Java, and other modern languages.
Data Tools and Frameworks: MLFlow, Databricks, Spark, Kafka, Hive, Hadoop, and others.
Cloud Environments: Azure, AWS, etc.
SQL (Structured Query Language).
ETL (Extract-Transform-Load) concepts, query performance tuning and testing.
Visualization tools such as Tableau, Spotfire, and Power BI.
Knowledge, Skills, and Abilities
Demonstrated superior analytical skills with diverse analytics, data types and statistical software and applications.
Outstanding interpersonal skills, written, and oral communication skill. Proven leadership skills.
Ability to design mathematical algorithms that employ predictive and machine learning models.
Ability to understand how new tools/methodology can be implemented to solve business problems.
Ability to read, analyze, and interpret common technical journals, reports, and related documents.
Ability to effectively present information to management, end users, co-workers, or vendors.
Ability to perform complex tasks with limited direction.
Proficient with MS office applications.
Work Locations
The desired location for this position would be Memphis, TN however, this position may be located anywhere within the United States excluding Alaska, Hawaii, and US territories. Depending on your location, you may be required to work at a FedEx Campus several times per week.
Minimum Education
Bachelor's degree in data science, computer science, applied mathematics, data analytics, statistics or related quantitative field. Related experience may offset degree requirements and related education/degree may offset experience requirements.
Minimum Experience
Five years' work experience in measurement and analysis, quantitative business problem solving, operations analysis, marketing analysis, simulation and/or predictive analytics.
Knowledge, Skills and Abilities
Superior analytical skills with diverse analytics and statistical software and applications. Excellent interpersonal skills, written and oral communication skills. Proven leadership skills.
Preferred Qualifications:
Pay Transparency: Sr Data Scientist - Data Scientist Advisor Grade FEC_E27 - FEC_E28
Pay:
Additional Details:
Pay Transparency:
The compensation listed reflects the pay range or rate of pay reasonably expected for this posted position at the posted location or locations. If this opportunity includes multiple job levels, the pay information represents the ranges for each level in that job family. Actual pay is determined by several job-related factors permitted by law and relevant to the position, including, but not limited to, experience relative to the job, tenure, market level, pay at the location for this job, performance, schedule, and work assignment. In California, the compensation listed reflects the range or rate of pay reasonably expected for this posted position upon hire.
For details on our comprehensive benefits, click here .
Federal Express Corporation is an Equal Opportunity Employer including, Vets/Disability.
Reasonable accommodations are available for qualified individuals with disabilities throughout the application process. Applicants who require reasonable accommodations in the application or hiring process should contact View email address on jobs.institutedata.com.
Applicants have rights under Federal Employment Laws:
- Know Your Rights
- Pay Transparency
- Family and Medical Leave Act (FMLA)
- Employee Polygraph Protection Act
E-Verify Program Participant: Federal Express Corporation participates in the Department of Homeland Security U.S. Citizenship and Immigration Services’ E-Verify program (For U.S. applicants and employees only). Please click below to learn more about the E-Verify program:
- E-Verify Notice (bilingual)
- Right to Work Notice (English) / (Spanish)
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