The Role
Reporting to the Head of Data, this role presents a unique and exciting opportunity to lead our data science practice.
A key area of focus will be on our marketplace dynamics and supply:demand liquidity. You will use data to understand our customers, whether it be building eater personas and taste profiles or advancing our search and recommender engine capabilities.
Responsibilities
- Structure business problems, build predictive models, and oversee the implementation into production. Putting a key initial focus on our supply and menu, to personalize our large assortment for the many preferences that we all have as eaters.
- Partner with our supply leadership to create a data-driven framework for optimizing supply and demand elasticities through experimentation and predictive modeling. What chefs and meals should we add next?
- Develop and implement online and offline testing and validation methodologies. What was the incrementality of adding African meals in Austin? What is the optimal rotation of our menu each week?
- Provide thought leadership on data science best practices, trends, and emerging technologies. Leverage LLMs to build a prototype CookUnity ‘waiter’ menu experience or a ‘taste profile’ for each customer.
- Oversee the creation of a modern, best-in-class data science infrastructure, partnering with engineering.
- Provide mentorship and guidance to data scientists, promoting best practices and professional development.
Qualifications
- 6+ years of experience in data science or related fields.
- Proven experience in applying machine learning and statistics to create and expand competitive advantages and company growth. Experience in any of the following is a big plus: Marketplace, Subscription, and Food industry.
- Strong programming (Python / Scala / Java / C++ or equivalent) skills.
- Utilize OSS ML technologies such as PyTorch, TensorFlow, Spark, Airflow.
- A strong understanding of various algorithms' real-world advantages and drawbacks and the ability to measure success.
- MS or higher in Computer Science, Statistics, Data Science, Mathematics, Economics, Sociology, Natural Sciences, or any equivalent field is helpful.
Benefits
🩺 Health Insurance coverage
⛱ PTO policy and paid sick days.
📈 We grow, you grow: Stock Options Plan granted on Day 1.
🐣 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!