Data Scientist I Job at Kohl's, Remote

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  • Kohl's
  • Remote

Job Description

Role Description

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

  • Assist in cleaning, preprocessing and analyzing large datasets to uncover trends, patterns and correlations
  • Conduct exploratory data analysis to cull actionable insights using analytical rigor and statistical methods
  • Collaborate with stakeholders to understand business requirements and translate them into technical solutions
  • Develop and implement statistical and machine learning models to solve business problems within a cross-functional team
  • Collaborate with senior data scientists to fine-tune, optimize and ensure the scalability of models and algorithms
  • Document projects, including business objectives, data gathering and processing, leading approaches, final algorithm, detailed set of results and analytical metrics
  • Identify and drive continuous improvement of key business metrics within the balanced team
  • Remain current on the latest trends and developments in data science and technology through self-learning and training opportunities
  • Additional tasks may be assigned

Accountabilities

  • Begin to 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
  • Contribute to large-scale optimization and statistical analysis in web analytics, forecasting, supply chain management, pricing and inventory management
  • Contribute to the tuning of models by adjusting objective functions, constraints, etc.

Qualifications

  • BS in Operations Research, Data Science, Computer Science, Machine Learning, Applied Mathematics, or equivalent quantitative field
  • 2+ years of progressively complex data science or analytics experience

Requirements

Required

  • Experience developing state-of-the-art algorithms using machine learning, statistical and optimization methods to power various aspects of highly complex business models and deliver value
  • Experience using modern analytics tools, programming languages, and cloud platforms such as Python, R, Spark, SQL, GCP, 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 iterate quickly based on results
  • Effective communication and collaboration skills
  • Bachelor’s of Science in Data Science, Computer Science, Statistics, Applied Mathematics or equivalent quantitative field

Preferred

  • Master’s degree
  • Retail experience
  • Supply chain management
  • Marketing models
  • Logistics experience

Essential Functions

  • 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

Job Tags

Full time

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