About this role
We’re excited about your interest in pursuing the next step in your career with US Foods! Your continuous growth and development is critical to our success.
• US Foods is committed to working with and providing reasonable accommodation to individuals with disabilities. If reasonable accommodation is needed to participate in the interview process or to perform essential job functions, please contact our US Foods Application Accommodation Line at 855-873-2468. You will be prompted to leave a message. Please state the specifics of the assistance needed and your contact information. A member of our HR department will return your call within two business days.
• https://www.usfoods.com/careers/job-application-accomodation.html
NOTE: Before you begin your internal job search, please review the criteria you will need to start the process.
The Sr Data Scientist executes statistical and mathematical analyses to support business decision-making. This role supports artificial intelligence/machine learning (AI/ML) in a deployed production environment. They are experts in the field of Data Science. Consequently, the Sr Data Scientist proactively works with cross-functional teams to seek and understand the business/domain context of potential problems that may be solved using ML. They present data science solutions to stakeholders in an iterative fashion. The Sr. Data Scientist works with Associate Data Scientists and Data Scientists in converting a business problem into an ML problem and kickstarting foundational work including data exploration, feature engineering, basic hypothesis testing, and creation of baseline models. They create the model feasibility document in close collaboration with the Data Scientists and Sr Data Scientists. The Sr Data Scientist may have direct reports including Associate Data Scientists and Data Scientists.
This position is remote which means the work can be completed from anywhere in the United States except Hawaii or United States Territories.
ESSENTIAL DUTIES AND RESPONSIBILITIES
• As a Sr Data Scientist, you will be expected to:
• Work with Associate Data Scientists and Data Scientists in researching data sources, data cleansing, feature engineering, and creating baseline models
Independently manage multiple data science model development/projects
Collaborate and engage with various cross-functional stakeholders to ensure close coordination between data science and business stakeholders including the product management team
Provide full ownership of the model development from inception to implementation including the machine learning pipeline, documentation, model drift, and remodeling strategy
Mentor the Associate Data Scientists and Data Scientists in data science knowledge and their interactions with other stakeholders
Coordinate with the ML team, anticipating deployment issues upfront, setting the stage for resource requirements, and ensuring the success of model deployment and retraining
Take and delegate ownership of critical tickets or issues faced by business stakeholders as assigned by the Lead Data Scientist or Director of Data Science
Read and independently navigate through extensive codebase with a focus on troubleshooting, debugging, and/or improvement of code
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
Guide usage of development methodologies (Scrum, Kanban, etc.) and assist in their implementation in the group projects by deciphering details including features, tasks, estimates of efforts and timing, etc.
• RELATIONSHIPS
• Internal: Associate Data Scientists, Data Scientists, Lead Data Scientists, Principal Data Scientists, and Director of DS.
• WORK ENVIRONMENT
• Remote
MINIMUM QUALIFICATIONS
• As a Sr. Data Scientist, you have:
• Master’s degree in data science/mathematics/CS/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, with the ability to work and communicate effectively with team members and cross-functional teams
• An expert-level understanding of the following topics:
• Classification, Regression, Clustering, Dimensionality reduction, Association rule learning, Bagging (e.g., Random Forests), Boos