Data Scientist - Supply Chain Optimization at US Foods

Rosemont, Illinois, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Supply ChainIndustries

Requirements

Master’s degree in data science/mathematics/CS/statistics or similar field plus 1+ years of experience OR Bachelor’s degree and 3+ years of experience in data science
1+ year of Optimization & Operations Research experience
1+ years of supply chain analytics experience, preferably in order optimization, network optimization, inventory management, logistics, and/or replenishment
1+ years of writing production-grade codes in scripting languages including Bash, Python, and SQL
1+ years of experience writing production-grade codes in optimization modeling languages; Gurobi, Pyomo, PuLP, etc
Practical understanding of the following topics: Classification, Regression, Clustering, Dimensionality reduction, Association rule learning, Bagging (e.g., Random Forests), Boosting (e.g., AdaBoost, Gradient Boosting), Neural Networks and Deep Learning, Model Evaluation and Metrics, Cross-validation

Responsibilities

Collaborate with Decision & Data Scientists in researching data sources, data cleansing, feature engineering, and baseline modeling
Independently lead the formulation and development of optimization and/or ML models
Design, implement, and refine mathematical programming models (e.g., Mixed-Integer Linear Programs) to solve large-scale, real-world supply chain problems
Own the delivery of milestones in the ML development lifecycle
Assist in delivering complete machine learning-based model solutions from inception to implementation and rollout
Mentor Associate Data Scientists in data science knowledge and their interactions with other stakeholders
Share responsibility for the entire code lifecycle
Read and independently navigate through extensive codebases with a focus on troubleshooting, debugging, and/or improvement
Contribute to coding standards and coding conventions and proactively participate in enforcing sound coding practices across the data science team
Create and maintain documentation of the ML models, data sources, and methodology
Assist in the creation of feasibility documents
Proactively participate in the core team processes including R&D, recommending, and implementing process improvements or new methodologies
Share knowledge with other various teams and members by presentation at periodic internal team sessions/workshops

Skills

Mathematical Optimization

Mixed-Integer Linear Programming

Machine Learning

Statistical Analysis

Feature Engineering

Data Cleansing

Hypothesis Testing

Data Exploration

ML Operations

US Foods

Food distribution for restaurants and healthcare

About US Foods

US Foods is a leading food distributor in America, providing a wide range of food products and services to restaurants, healthcare facilities, and other food service operators. The company offers over 350,000 products, including fresh produce and culinary equipment, and operates by purchasing food in bulk and selling it to clients while also offering services like culinary expertise and business consulting. With a strong logistics network that ensures timely deliveries, US Foods also supports clients with solutions like the "Make It Now" platform during challenging times. Additionally, the company is committed to social responsibility, having donated over $32 million in food and supplies for hunger relief during the COVID-19 pandemic.

Rosemont, IllinoisHeadquarters

1853Year Founded

$340.5KTotal Funding

IPOCompany Stage

Food & Agriculture, ConsultingIndustries

10,001+Employees

Benefits

Health Insurance

Paid Time Off

Short-term and Long-term Disability

Employee Stock Purchase Plan

Life Insurance

Flexible Work Hours

Risks

Potential E. coli contamination from Taylor Farms onions could harm US Foods' reputation.

$500 million senior notes issuance increases financial risk if debt obligations aren't met.

Expansion in Buda involves significant capital investment, risking financial strain.

Differentiation

US Foods offers over 350,000 diverse products to meet varied customer needs.

The 'Make It Now' platform aids clients in recovery and reopening efforts.

US Foods provides value-added services like culinary expertise and business consulting.

Upsides

Expansion in Buda, Texas, will create 165 new jobs by December 2026.

Flexible scheduling and seven-day delivery model enhance customer service.

Advancements in cold chain logistics improve perishable food distribution efficiency.

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