Senior Data Scientist (Remote)
At a glance
Senior Data Science role at Kohl's. Remote, United States · full-time · no salary stated · we estimate $148,247–$205,000 across the United States.
Kohl's has not published a salary for this role. The figure below is our estimate, not theirs.
dataroles summary, based on the employer's posting.
What you'll do
- Explore data to find useful insights, then develop statistical and machine-learning models for business needs
- Turn stakeholder requirements into technical solutions and refine models for performance and scale
- Build personalization and recommendation systems for digital channels, including candidate generation, ranking and re-ranking
- Work with engineering on real-time personalization, while addressing cold-start and long-tail product catalog challenges
- Guide junior data scientists and help teams use data science products to improve business outcomes
What you bring
- A bachelor’s degree in a quantitative field such as data science, computer science or statistics, or an equivalent background
- At least three years of increasingly complex data science work, including developing and deploying machine-learning algorithms
- Strong hands-on ability with analytics, programming and cloud tools, including Python, R, Spark, SQL or GCP
- You can design quick experiments, assess new strategies and communicate effectively with partners at different levels
Who this fits
This senior role suits an individual contributor who can lead technical work, collaborate across functions and mentor junior data scientists. The position is remote in the United States. A master’s degree or doctorate, plus retail, logistics, supply chain or marketing-model experience, is preferred.
From the employer
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
PERSONALIZATION & RECOMMENDATION SYSTEMS
Accountabilities
- Design and support deployment of machine learning models to power personalized experiences across digital channels (e.g., homepage, PDP, cart, campaigns)
- Build and optimize recommendation and ranking systems balancing relevance, discovery, and business objectives (e.g., conversion, revenue)
- Develop multi-stage ranking approaches, including candidate generation and re-ranking
- Address cold-start and long-tail challenges in large product catalogs
- Partner with engineering to support real-time personalization and scalable deployment
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, 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 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
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