[Remote] Staff Data Scientist, Supply & Demand at Foodsmart

United States

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, Nutrition, BiotechnologyIndustries

Requirements

Develop and own foundational models for Supply & Demand, focusing on interplay of patient demand and Registered Dietitian supply
Build, deploy, and own core Supply & Demand models, delivering leadership dashboard to drive decisions on marketing focus and Registered Dietitian recruiting
Partner with FP&A team to provide core models for revenue and forecasting processes
Utilize techniques like Monte Carlo simulation, time-series forecasting, and mixed-integer programming to model complex scenarios
Develop and own end-to-end demand forecasting and workforce planning model
Integrate marketable lives, marketing conversion dynamics, RD state licensure requirements, and supply constraints to optimize RD staffing and scheduling
Collaborate with engineering partners to productionalize models, ensuring scalability and integration into systems
Own and lead the development of the Supply & Demand domain, with a focus on building a predictive system that drives business outcomes
Develop and maintain a leadership dashboard to drive decisions on marketing focus and Registered Dietitian recruiting
Collaborate with the FP&A team to integrate core models into revenue and forecasting processes

Responsibilities

Develop and own foundational models for Supply & Demand, focusing on interplay of patient demand and Registered Dietitian supply
Build, deploy, and own core Supply & Demand models, delivering leadership dashboard to drive decisions on marketing focus and Registered Dietitian recruiting
Partner with FP&A team to provide core models for revenue and forecasting processes
Utilize techniques like Monte Carlo simulation, time-series forecasting, and mixed-integer programming to model complex scenarios
Develop and own end-to-end demand forecasting and workforce planning model
Integrate marketable lives, marketing conversion dynamics, RD state licensure requirements, and supply constraints to optimize RD staffing and scheduling
Collaborate with engineering partners to productionalize models, ensuring scalability and integration into systems
Own and lead the development of the Supply & Demand domain, with a focus on building a predictive system that drives business outcomes
Develop and maintain a leadership dashboard to drive decisions on marketing focus and Registered Dietitian recruiting
Collaborate with the FP&A team to integrate core models into revenue and forecasting processes

Skills

Key technologies and capabilities for this role

Data ScienceSupply ChainDemand ForecastingStatistical ModelingMachine LearningPythonRSQLData VisualizationCommunicationProblem-solving

Questions & Answers

Common questions about this position

What are the core values at Foodsmart?

Foodsmart's core values are Measured (data-driven decisions), Impactful (fueled by mission achievement), Collaborative (helping each other), Hungry (growth mindset), and Joyful (taking joy in work and team).

What is the reporting structure for the Staff Data Scientist role?

The role reports to the VP of Analytics & Data Science.

Is this a remote position or does it require office work?

This information is not specified in the job description.

What is the salary or compensation for this role?

This information is not specified in the job description.

What kind of experience makes a strong candidate for this Staff Data Scientist position?

Strong candidates will have expertise in data science, particularly in developing foundational models for marketplace balancing, with the ability to own a domain autonomously and partner with engineering teams.

Foodsmart

Personalized nutrition and meal planning platform

About Foodsmart

Foodsmart offers a platform that helps individuals and families improve their nutrition and meal planning through dietary assessments and nutrition counseling from dietitians. Users receive personalized meal plans and can order healthy food directly to their homes via partnerships with delivery services like Instacart and Grubhub. What makes Foodsmart unique is its combination of meal planning, nutrition advice, and food delivery in one service, catering to those with specific health needs and families seeking healthier options. The company's goal is to empower people to make better dietary choices and enhance their overall health.

San Francisco, CaliforniaHeadquarters

2010Year Founded

$301.4MTotal Funding

GROWTH_EQUITY_VCCompany Stage

Food & Agriculture, Healthcare, Consumer GoodsIndustries

201-500Employees

Benefits

Competitive compensation

Unlimited PTO

Flexible working hours

Flexible working location

Paid health insurance

Monthly gym subsidies

Daily lunch allowances

Risks

Legal challenges from TCPA violations could harm reputation and incur financial penalties.

Dependence on major food delivery partners poses risk if partnerships are disrupted.

Rapid expansion may strain operations and affect service quality.

Differentiation

Foodsmart integrates dietary assessments, nutrition counseling, and food delivery in one platform.

Partnerships with Instacart, Grubhub, and Walmart enhance Foodsmart's food delivery capabilities.

Foodsmart's Foodscripts program allows dietitians to prescribe meals like medications.

Upsides

Raised $200M to expand operations and reach more patients with telenutrition services.

Growing demand for personalized nutrition solutions boosts Foodsmart's market potential.

Partnership with Instacart shows improved health outcomes for obesity and diabetes patients.

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