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W.W. Grainger

Industrial MRO supplier offering inventory management

Manager – Applied Machine Learning

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeLake Forest, IL, USA$214.4k - $268kHybrid

About the Job

Requirements

  • A bachelor's degree in Data Science, Computer Science, Engineering, or a related field is required.
  • Five years of related experience is required.
  • Experience designing scalable machine learning architectures for search, information retrieval, and relevance using Python, traditional and deep learning methods, Apache Solr, and vector search frameworks such as FAISS.
  • Experience developing natural language processing applications for query understanding, classification, and search relevance using natural language processing algorithms, techniques, and tools such as FastText, Transformers, and NLTK.
  • Experience developing and implementing machine learning models for search ranking and category prediction using query, clickstream, and product catalog data.
  • Experience designing and implementing feature engineering pipelines using clickstream, product catalog, and customer behavioral data with SQL, Python, and Apache Spark to support machine learning models.
  • Experience designing and implementing personalized typeahead and autocomplete systems using clickstream, search interaction, and behavioral data to generate real-time query suggestions and improve search relevance.
  • Experience implementing and operationalizing machine learning systems for search retrieval, ranking, and relevance, including model training, low-latency inference, deployment using FastAPI or Flask with Docker and Kubernetes, and monitoring on-premises and cloud-based platforms.

About the Company

W.W. Grainger

Industrial MRO supplier offering inventory management

Grainger provides maintenance, repair, and operating (MRO) products to businesses and institutions worldwide. Its two-pronged approach combines High-Touch Solutions with inventory management and technical support, and Endless Assortment through online marketplaces like Zoro and MonotaRO for a broad digital catalog. The company leverages a strong supply chain and e-commerce to stock and deliver safety, power tools, lighting, and other facility maintenance items to more than 4 million customers. Its aim is to help customers efficiently source and manage MRO needs at scale across industries including manufacturing, healthcare, and government.

Company size
10,001+
Company stage
IPO
Headquarters
Douglasville, GA
Founded
1927

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