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Data Scientist II (Remote)

AT Kohl's
Kohl's

Data Scientist II (Remote)

Menomonee Falls, WI

About the Role

As Data Scientist II, you will work with a data science team and cross-functional partners to solve business challenges, promote data-driven decision-making with advanced data analysis and machine learning and develop products that strongly impact Kohl's revenue and customers. As a senior member of the Data Science organization, you will be the technical expert for a team that builds models for initiatives such as recommender systems, NLP, image recognition, segmentation and user behaviors. You will take a mentorship role within the DS team and work collaboratively with other business areas.

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

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  • 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

  • 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 in the Recommendation Systems field, solving problems at scale
    • Extensive experience developing and deploying state-of-the-art algorithms using machine learning, statistical and optimization methods
    • Experience with machine learning frameworks such as TensorFlow, PyTorch, GBQ, Spark MLlib, Keras or scikit-learn
    • Experience in one or more areas of advanced data science (Recommender Systems, NLP, Deep Learning, Computer Vision, Generative AI, etc.)
    • Experience in statistical analysis and experiment design
    • Python, PySpark, SQL/Bigquery and Kubeflow proficiency
    • Familiarity with Cloud-based Data Science implementations
    • 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 experience
    • Marketing models

    Client-provided location(s): Menomonee Falls, WI 53051, USA
    Job ID: kohls-10486_KLHKUSR381001
    Employment Type: Other

    Perks and Benefits

    • Health and Wellness

      • Health Insurance
      • Dental Insurance
      • Vision Insurance
      • Life Insurance
      • Long-Term Disability
      • HSA
      • On-Site Gym
      • Pet Insurance
      • Short-Term Disability
      • FSA
      • HSA With Employer Contribution
      • Mental Health Benefits
    • Parental Benefits

      • Adoption Assistance Program
      • Family Support Resources
      • On-site/Nearby Childcare
      • Fertility Benefits
      • Birth Parent or Maternity Leave
      • Non-Birth Parent or Paternity Leave
      • Adoption Leave
    • Work Flexibility

      • Flexible Work Hours
      • Remote Work Opportunities
      • Hybrid Work Opportunities
    • Office Life and Perks

      • Casual Dress
      • On-Site Cafeteria
      • Company Outings
      • Commuter Benefits Program
    • Vacation and Time Off

      • Paid Vacation
      • Paid Holidays
      • Personal/Sick Days
      • Leave of Absence
    • Financial and Retirement

      • 401(K) With Company Matching
      • Relocation Assistance
      • Financial Counseling
    • Professional Development

      • Leadership Training Program
      • Associate or Rotational Training Program
      • Tuition Reimbursement
      • Mentor Program
      • Access to Online Courses
      • Lunch and Learns
      • Promote From Within
      • Shadowing Opportunities
      • Internship Program
    • Diversity and Inclusion

      • Employee Resource Groups (ERG)
      • Diversity, Equity, and Inclusion Program

    Company Videos

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