Data Scientist I
At a glance
AI generatedTL;DR
As a mid-level data scientist on Kohl's data science team, you will collaborate with cross-functional partners to address business challenges through advanced data analysis and machine learning. Your day-to-day responsibilities include cleaning and preprocessing large datasets, conducting exploratory data analysis, and developing statistical and machine learning models to solve complex business problems. You will work closely with senior data scientists to optimize these models for scalability and document your projects thoroughly. Additionally, you will contribute to large-scale optimization in areas like web analytics, forecasting, supply chain management, pricing, and inventory management using tools such as Gurobi, Pyomo, and CPLEX. The role requires proficiency in Python, R, Spark, SQL, and cloud platforms like Google Cloud Platform (GCP), along with strong problem-solving skills and the ability to communicate effectively across teams.
Skills
What you'll do
- Assist in cleaning and preprocessing large datasets to uncover trends and patterns.
- Conduct exploratory data analysis to derive actionable insights using statistical methods.
- Develop machine learning models to solve business problems with cross-functional teams.
- Fine-tune and optimize models for scalability under guidance from senior scientists.
- Document project processes, including objectives, methodologies, results, and metrics.
- Drive continuous improvement of key business metrics through analytical rigor.
- Contribute to large-scale optimization in areas like web analytics and supply chain.
What we're looking for
- Experience developing advanced algorithms using machine learning and optimization methods.
- Proficient in modern analytics tools like Python, R, Spark, SQL, and cloud platforms.
- Strong problem-solving skills with a focus on product development and experimentation.
- Bachelor’s degree in Data Science, Computer Science, Statistics, Applied Mathematics or equivalent.
- 2+ years of experience in complex data science or analytics roles.
- Effective communication and collaboration skills for cross-functional team work.
- Ability to stay current with trends and developments in data science through continuous learning.
Employer
About Kohl's
Kohl’s is a leading American omnichannel retailer operating over 1,100 department stores in 49 states and a strong e-commerce site (Kohls.com).
Kohl's currently has 9 open roles on FindRole.
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