Senior Data Scientist

🕒 September 9

🌽 Illinois – Remote

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💵 $100k - $155k / year

⏰ Full Time

🟠 Senior

📊 Data Scientist

👻 Ghost score 17%

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Logo of US Foods

US Foods

10,000+ employees

🍽️ Food & Beverage

📦 Logistics

🤝 B2B

Food & Beverage • Logistics • B2B

US Foods is a major U. S. foodservice distributor that supplies restaurants, healthcare facilities, hospitality operators and other foodservice customers with food products, supplies, and related services. The company operates distribution centers and delivery fleets (drivers and warehouse teams), maintains dedicated sales and chef-facing programs (e. g. , CHEF'STORE and Stock Yards), and invests in digital technology and corporate functions to support its B2B customers and operations.

📋 Description

• Execute statistical and mathematical analyses to support business decision-making • Support AI/ML in a deployed production environment • Work with Associate Data Scientists and Data Scientists on data-source research, data cleansing, feature engineering, and baseline models • Independently manage multiple data science model development projects • Collaborate with cross-functional stakeholders and product management • Own model development from inception through implementation, including ML pipelines, documentation, model drift, and remodeling strategy • Mentor Associate Data Scientists and Data Scientists • Coordinate with the ML team on deployment issues, resource requirements, model deployment, and retraining • Take or delegate ownership of critical stakeholder tickets and issues • Navigate extensive codebases for troubleshooting, debugging, and code improvement • Contribute to coding standards and enforce sound coding practices • Create and maintain documentation for ML models, data sources, and methodology • Assist with feasibility documents • Participate in R&D, process improvements, and new methodologies • Present knowledge in internal team sessions and workshops • Guide Scrum, Kanban, and other development methodologies in group projects

🎯 Requirements

• Master’s degree in data science, mathematics, computer science, statistics, or similar field and 3+ years of experience, OR bachelor’s degree and 6+ years of experience in data science • Effective written, verbal, and interpersonal communication skills • Expert-level understanding of classification, regression, clustering, dimensionality reduction, association rule learning, bagging, boosting, neural networks, deep learning, model evaluation and metrics, cross-validation, hyperparameter tuning, optimization algorithms, NLP, and related topics • Working knowledge of Agile/SCRUM methodologies with 1–2 years of experience • Intellectual curiosity to investigate latest developments such as LLM/generative AI models • Ability to anticipate deployment limitations, data latency, algorithm appropriateness, and mathematical assumptions • At least 1+ year working with a major cloud platform and creating ML models from data exploration through deployment • Working knowledge of handling large datasets in a cloud environment • Working knowledge of APIs and CI/CD • Understanding of DevOps and MLOps principles • 1+ year writing production-grade code in Bash, Python, and SQL • Ability to improve code, choose optimal data structures, optimize code, and create custom code • Proven ability to navigate a data lake environment while creating training datasets or feature stores • Experience creating, deploying, and troubleshooting containers for ML modeling • 1+ year of experience with version control systems/concepts such as Git • Ability to research ML frameworks, algorithms, datasets, and feature stores • Ability to provide macro-level thought leadership to junior team members

🏖️ Benefits

• Annual incentive plan bonus may be available • Health insurance • Pre-tax spending accounts • Retirement benefits • Paid time off • Short-term disability • Long-term disability • Employee stock purchase plan • Life insurance

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