Data Scientist II (Remote)

Kohl's

Remote Actively hiring
Remote, USA Posted 22 days ago
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At a glance

AI generated

TL;DR

Join Kohl’s data science team as a Senior Data Scientist where you will lead advanced data analysis and machine learning projects to drive business decisions. You’ll collaborate with stakeholders to develop statistical models, optimize algorithms for scalability, and design experiments to enhance key metrics. Your role includes mentoring junior scientists and ensuring the adoption of data-driven solutions across the organization. With expertise in recommendation systems, search, and ranking at scale, you will build personalized experiences for millions of customers using sequential and transformer models. Essential skills include experience with Python, R, Spark, SQL, GCP, and large-scale datasets, as well as a background in machine learning optimization and real-time serving environments.

Skills

Python R Spark SQL GCP FAISS ScaNN LLM Transformer Models Collaborative Filtering Learning-to-Rank GPU Optimization Distributed Training Vector Search ANN Methods CI/CD

What you'll do

  • Lead exploratory data analysis to uncover actionable insights for business challenges.
  • Develop and optimize machine learning models for personalized customer experiences.
  • Build recommendation systems that balance relevance, discovery, and business goals.
  • Address cold-start issues in large product catalogs using advanced ranking methods.
  • Collaborate with engineering teams to deploy scalable and real-time personalization solutions.

What we're looking for

  • 3+ years of complex data science experience with state-of-the-art algorithms.
  • Expertise in modern analytics tools like Python, R, Spark, SQL, GCP.
  • Experience developing recommendation systems at scale for millions of users.
  • Proficiency in deploying machine learning models in production environments.
  • Understanding of collaborative filtering and learning-to-rank methods.
  • Ability to optimize models for GPU/distributed training and large datasets.

Market check

Salary context

This listing doesn't show a salary. Similar roles on FindRole typically pay $100,985–$212,850.

Peer median band

$100,985–$212,850

Median floor and ceiling across peers.

Typical midpoint (25–75%)

$126,800–$182,375

Middle half of comparable postings.

Based on 240 comparable postings.

* 240 is the maximum number of comparable postings sampled.

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 7 open roles on FindRole.

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