Senior Data Scientist (Remote)

Role Specific Information

Job Description

About the Role

In this role you will work with a data science team and cross-functional partners to solve business challenges and promote data-driven decision making with advanced data analysis and machine learning.

What You'll Do

• Lead exploratory data analysis to cull actionable insights
• Collaborate with stakeholders to understand business requirements and translate them into technical solutions
• Develop and implement statistical and machine learning models
• Fine-tune, optimize and ensure the scalability of models and algorithms
• Aid in designing experiments to answer targeted questions
• Identify and drive continuous improvement of key business metrics in an assigned business functional area
• Drive adoption and usage of data science products and models
• Translate data science outputs into business outcomes and value delivered
• Mentor and guide junior data scientists, providing technical expertise and fostering a culture of continuous learning and development
• Stay up to date on the latest trends and developments in data science and technology and identify implementation opportunities to support innovation at Kohl's
• Additional tasks may be assigned

Addendum

DECISION SCIENCE

Accountabilities

• Understand business challenges and their conversion into optimization problems, focusing on defining objectives and adhering to business constraints such as budget limitations and sell-through rates
• Perform large-scale optimization and statistical analysis in areas of web analytics, forecasting, supply chain management, pricing and inventory management
• Perform tuning of models by adjusting objective functions, constraints, etc.

Skills & Experience

• Experience using commercial or open-source optimization tools (Gurobi, Pyomo, CPLEX, etc.)

What Skills You Have

Required

• Bachelor's Degree in Data Science, Computer Science, Statistics, Applied Mathematics or equivalent quantitative field
• 3 years of progressively complex data science experience
• Extensive experience developing and deploying state-of-the-art algorithms using machine learning, statistical and optimization methods
• Expert in using modern analytics tools, programming languages, and cloud platforms (Python, R, Spark, SQL, Google Cloud Platform, etc.)
• Strong problem-solving skills with an emphasis on product development
• Experience proposing rapid experiments to test the effectiveness of new strategies or initiatives and iterating quickly
• Effective communication and collaboration skills at all levels

Preferred

• Master's degree and/or Ph.D.
• Retail and Logistics experience
• Supply chain management
• Marketing models

Essential Functions

The requirements listed below are representative of functions you will be required to perform, however you may be required to perform additional functions. Kohl's may revise this job description at any time. To perform this job successfully, you must be able to perform each essential function satisfactorily. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions, absent undue hardship.

• Ability to perform the accountabilities listed in the "What You'll Do" Section
• Ability to comply with dress code requirements
• Basic math and reading skills, legible handwriting, and basic computer operation
• Ability to maintain prompt and regular attendance and meet scheduling requirements as set by the company
• Ability to learn and comply with all company policies, procedures, standards and guidelines
• Ability to receive, understand and proactively respond to direction from leadership and other company personnel
• Ability to work as part of a team and interact effectively and appropriately with others
• Ability to maintain composure and work in a fast paced environment while accomplishing multiple tasks within established timeframes
• Ability to satisfactorily complete company training programs
• Ability to use a personal computer for tasks such as communicating, preparing reports, etc.
• Ability to plan, prioritize and monitor activities across business units
• Ability to complete or oversee the completion of assigned projects in a timely manner