Data Scientist I (Remote)

Kohl's; United States; Remote; USD 70,000 - 110,000; Full time

Job summary

An established industry player is seeking a data scientist to join their innovative team. In this role, you will collaborate with cross-functional partners to tackle complex business challenges, focusing on price optimization through advanced data analysis and machine learning. Your expertise will help drive data-driven decision-making, while you work on cleaning and analyzing large datasets, developing models, and optimizing algorithms. This is a fantastic opportunity to grow in a dynamic environment that values continuous learning and improvement, making a significant impact on business strategies.

Qualifications

• 2+ years of data science or analytics experience required.
• Experience with machine learning and statistical methods essential.

Responsibilities

• Analyze large datasets to uncover trends and insights.
• Develop and implement statistical and machine learning models.

Skills

Machine Learning

Statistical Methods

Optimization Methods

Python

R

SQL

GCP

Problem-Solving

Communication Skills

Education

Bachelor’s of Science in Data Science

Master’s Degree

Tools

Spark

Job description

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 in the area of price optimization, promoting data-driven decision making with advanced data analysis, causal inference and machine learning.

What You’ll Do

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

What Skills You Have

Required

1. 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
2. Experience using modern analytics tools, programming languages, and cloud platforms such as Python, R, Spark, SQL, GCP, etc.
3. Strong problem-solving skills with an emphasis on product development
4. Experience proposing rapid experiments to test the effectiveness of new strategies or initiatives and iterate quickly based on results
5. Effective communication and collaboration skills
6. Bachelor’s of Science in Data Science, Computer Science, Statistics, Applied Mathematics or equivalent quantitative field
7. 2+ years of progressively complex data science or analytics experience

Preferred

1. Master’s degree
2. Retail experience
3. Experience with causal inference concepts and modeling techniques
4. Understanding of econometrics and price elasticity modeling
5. Experience supporting and enhancing live production 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.

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