CookUnity
Sr. Data Scientist, Growth Forecasting & Discounts Optimization
CookUnity, New York, New York, us, 10261
CookUnity is a chef-to-you marketplace connecting talented chefs with consumers, revolutionizing meal delivery. We bring small-batch, restaurant-quality meals to eaters nationwide, crafted by a diverse collective of all-star chefs. With over 100 inspired chefs from cities like NYC, LA, Austin, and more, our weekly subscription offers a wide range of hand-crafted meals to cater to various palates and dietary preferences.
By delivering over 1 million meals per month, we're also empowering working chefs, tripling their income, and supporting their growth. CookUnity believes in fueling stronger communities, partnering with Food Bank For New York City to combat food insecurity across all five boroughs.
About the Role
We're looking for a Data Scientist with expertise and experience in forecasting and optimisation to help us optimize our investment in acquiring and reactivating eaters! In this role, you'll contribute directly to revenue growth by applying ML & time series forecasting to produce our bottom up subscriber growth forecasts, covering new and resurrected subscribers, growth marketing and discounts. What you'll do in 12 months
Develop and own the growth forecasting models:
Develop predictive models for yearly, quarterly, monthly, weekly, and daily forecasts across media channels (e.g., paid search, social, TV).Combine error analysis with in-depth insights about customer demand to develop and fine-tune forecasts. Success will be measured by forecast accuracy and ability to support company budgeting and scenario planning. Develop and own a discount optimisation model:
Create and manage discount optimization models by category and channel, applying the model to recommend discount optimisation strategies. Analyze model effectiveness against actual outcomes, identify gaps, and recommend adjustments. Success will be measured by improved discount ROI and alignment with overall growth and financial objectives. Deliver spend insights in support of budgeting and spend optimisation:
Analyze channel performance, mta inputs conduct incrementality tests, and develop regression models and baselines for spend optimization. Deep dive into trials, acquisition history, conversion rates, discounts and offers, and marketing strategies to deliver the insights the growth team needs to improve budget efficiency and alignment budgets with CookUnity's annual goals. Success will be measured through improvements in incremental revenue and CAC. Education An advanced degree in Math, Physics, Statistics, Economics, Computer Science, or similar domain Experience 6+ years of experience in marketing data analytics 3+ years experience with multi-touch attribution Experience working with media mix modeling, marketing measurement and attribution, targeting and creative optimization, online purchase funnel optimization, user segmentation, cohort analyses, time series analyses, regression models, etc. Core Competencies The determination to initiate and lead projects High autonomy in partnering with non technical stakeholders High autonomy in executing to produce insights with data (e.g. SQL, Tableau, Python, dbt) High agency and growth mindset The ability to work well under pressure and to tight deadlines is a must. Benefits
Health Insurance coverage
401k Plan
Unlimited PTO
5- year Sabbatical: After 5 years with CookUnity, you get a 4-week paid sabbatical
Family leave: ****12 weeks for primary caregiver and 6 weeks for secondary caregiver, fully paid
Compassionate Leave: 3-5 days each time the need arises
A generous amount of CookUnity credits to enjoy our amazing meals, added to your account, monthly
Wellness perks: access to a nutritional coach and fitness subsidies to build a healthy lifestyle
Personalized Spanish coach
Awesome opportunity to join a company that is looking to change how we eat and how chefs work!
Compensation All final pay rates will be determined by candidates experience, knowledge, skills, and abilities of the applicant, internal equity, and alignment with market data.
Pay Range for this position
$160,000-$180,000 USD
If you're interested in this role, please submit your application and if we think you might be a fit, we'll get in touch with you. Thank you for your time!
CookUnity is an Equal Opportunity Employer. We are dedicated to creating a community of inclusion and an environment free from discrimination or harassment. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, sexual orientation, gender identity, national origin, citizenship status, protected veteran status, genetic information, or physical or mental disability.
By delivering over 1 million meals per month, we're also empowering working chefs, tripling their income, and supporting their growth. CookUnity believes in fueling stronger communities, partnering with Food Bank For New York City to combat food insecurity across all five boroughs.
About the Role
We're looking for a Data Scientist with expertise and experience in forecasting and optimisation to help us optimize our investment in acquiring and reactivating eaters! In this role, you'll contribute directly to revenue growth by applying ML & time series forecasting to produce our bottom up subscriber growth forecasts, covering new and resurrected subscribers, growth marketing and discounts. What you'll do in 12 months
Develop and own the growth forecasting models:
Develop predictive models for yearly, quarterly, monthly, weekly, and daily forecasts across media channels (e.g., paid search, social, TV).Combine error analysis with in-depth insights about customer demand to develop and fine-tune forecasts. Success will be measured by forecast accuracy and ability to support company budgeting and scenario planning. Develop and own a discount optimisation model:
Create and manage discount optimization models by category and channel, applying the model to recommend discount optimisation strategies. Analyze model effectiveness against actual outcomes, identify gaps, and recommend adjustments. Success will be measured by improved discount ROI and alignment with overall growth and financial objectives. Deliver spend insights in support of budgeting and spend optimisation:
Analyze channel performance, mta inputs conduct incrementality tests, and develop regression models and baselines for spend optimization. Deep dive into trials, acquisition history, conversion rates, discounts and offers, and marketing strategies to deliver the insights the growth team needs to improve budget efficiency and alignment budgets with CookUnity's annual goals. Success will be measured through improvements in incremental revenue and CAC. Education An advanced degree in Math, Physics, Statistics, Economics, Computer Science, or similar domain Experience 6+ years of experience in marketing data analytics 3+ years experience with multi-touch attribution Experience working with media mix modeling, marketing measurement and attribution, targeting and creative optimization, online purchase funnel optimization, user segmentation, cohort analyses, time series analyses, regression models, etc. Core Competencies The determination to initiate and lead projects High autonomy in partnering with non technical stakeholders High autonomy in executing to produce insights with data (e.g. SQL, Tableau, Python, dbt) High agency and growth mindset The ability to work well under pressure and to tight deadlines is a must. Benefits
Health Insurance coverage
401k Plan
Unlimited PTO
5- year Sabbatical: After 5 years with CookUnity, you get a 4-week paid sabbatical
Family leave: ****12 weeks for primary caregiver and 6 weeks for secondary caregiver, fully paid
Compassionate Leave: 3-5 days each time the need arises
A generous amount of CookUnity credits to enjoy our amazing meals, added to your account, monthly
Wellness perks: access to a nutritional coach and fitness subsidies to build a healthy lifestyle
Personalized Spanish coach
Awesome opportunity to join a company that is looking to change how we eat and how chefs work!
Compensation All final pay rates will be determined by candidates experience, knowledge, skills, and abilities of the applicant, internal equity, and alignment with market data.
Pay Range for this position
$160,000-$180,000 USD
If you're interested in this role, please submit your application and if we think you might be a fit, we'll get in touch with you. Thank you for your time!
CookUnity is an Equal Opportunity Employer. We are dedicated to creating a community of inclusion and an environment free from discrimination or harassment. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, sexual orientation, gender identity, national origin, citizenship status, protected veteran status, genetic information, or physical or mental disability.