Head Of Network Science And Behavioral Modeling at Square

Company Description
It all started with an idea at Block in 2013. Initially built to take the pain out of peer-to-peer payments, Cash App has gone from a simple product with a single purpose to a dynamic app, bringing a better way to send, spend, invest, borrow and save to our millions of monthly active users. With a mission to redefine the world's relationship with money by making it more relatable, available and accessible, at Cash App you'll have the opportunity to make a real-world impact with your career.
Today, Cash App has thousands of employees around the world with a culture geared toward creativity, collaboration and impact. We've been a distributed team since day one, and continue to value working across time zones and continents both remotely and in our Cash App offices.
Our offices are great, but many of our roles can be done remotely from the countries where Block operates. We tailor our experience to champion our employees' creativity and productivity wherever they are.
Check out our locations, benefits and more at cash.app/careers.
Job Description
Are you bored optimizing ads?  Do you really want to change the world rather than just say you are?  Do you want to be part of the business and have direct influence over business strategies rather than being a “just another scientist”?  If so, we have the role for you.
We are hiring for the Head of Network Science and Behavioral Modeling at Cash App.  Understanding how network effects enable customer engagement and retention is a strategic priority for Cash.  In this position you will have complete ownership and responsibility for building, maintaining and analyzing Cash App’s customer graph for purposes of community finding, business segmentation, quantifying network effect / virality and overcoming customer “cold start”. Your role is specifically responsible for helping management locate sub-networks and quantify the social influences on these sub-networks within both the Cash App and broader Block ecosystem.  The output of your work will be used directly to build products, forecast business results and measure the impact of marketing campaigns.
Additionally, you will manage other data scientists in the development, implementation and maintenance of a suite of behavioral models to predict customer behavior, specifically churn, winback, product attach and the movement of funds in and out of the cash app ecosystem.  The results of these models will be used to drive top-line business decisions, communicate strategies to Wall St. and influence investment decisioning.  It is of utmost importance that the modeling specifications are interpretable by a business audience.
You will report directly to the Head of Quantitative Finance and Strategy and you will present your results to an Executive Audience on a regular basis.  Understanding our networks from a quantitative standpoint is a strategic priority for both Cash App Executives as well as the Board of Directors.
Because of the high-profile nature of this role we are looking for someone who not only specializes in graph science but also can present to executive management and has the ability to manage a team of data scientists focused on behavioral model development.
Qualifications
You have:
PhD in a quantitative field such as Statistics, Computer Science, Physics or a PhD in Social Sciences with a strong quantitative background5+ years of experience in network science specifically related to community finding (modularity maximization, spectral clustering, hierarchical, etc.) and network effect measurement / scoring 5+ years of behavioral modeling using both parametric and non-parametric techniques (classification / time series)Knowledge of Python, Graph Databases, Docker, Snowflake, Databricks and PrefectUnderstanding of how social influences affect customer behavior and spending patterns
Nice to have:
Understanding of Cash App business model and how network effects, virality and the macroeconomic environment influence our businessExperience leading a team and presenting results to executives up to and including CEO
Technologies we use and teach:
Python (NetworkX, NumPy, Pandas, sklearn, xgboost, TensorFlow, keras, etc.)MySQL, Snowflake, GCP/AWS and Tableau
Additional Information
Block takes a market-based approach to pay, and pay may vary depending on your location. U.S. locations are categorized into one of four zones based on a cost of labor index for that geographic area. The successful candidate’s starting pay will be determined based on job-related skills, experience, qualifications, work location, and market conditions. These ranges may be modified in the future.

Zone A: USD $202,500 - USD $247,500
Zone B: USD $192,400 - USD $235,200
Zone C: USD $182,300 - USD $222,800
Zone D: USD $172,200 - USD $210,400
To find a location’s zone designation, please refer to this resource. If a location of interest is not listed, please speak with a recruiter for additional information.
Benefits include the following:
Healthcare coverageRetirement Plans including company match Employee Stock Purchase ProgramWellness programs, including access to mental health, 1:1 financial planners, and a monthly wellness allowance Paid parental and caregiving leavePaid time offLearning and Development resourcesPaid Life insurance, AD&D. and disability benefits Perks such as WFH reimbursements and free access to caregiving, legal, and discounted resources 
This role is also eligible to participate in Block's equity plan subject to the terms of the applicable plans and policies, and may be eligible for a sign-on bonus. Sales roles may be eligible to participate in a commission plan subject to the terms of the applicable plans and policies. Pay and benefits are subject to change at any time, consistent with the terms of any applicable compensation or benefit plans.
We’re working to build a more inclusive economy where our customers have equal access to opportunity, and we strive to live by these same values in building our workplace. Block is a proud equal opportunity employer. We work hard to evaluate all employees and job applicants consistently, without regard to race, color, religion, gender, national origin, age, disability, veteran status, pregnancy, gender expression or identity, sexual orientation, citizenship, or any other legally protected class.
We believe in being fair, and are committed to an inclusive interview experience, including providing reasonable accommodations to disabled applicants throughout the recruitment process. We encourage applicants to share any needed accommodations with their recruiter, who will treat these requests as confidentially as possible. Want to learn more about what we’re doing to build a workplace that is fair and square? Check out our I+D page. 
Additionally, we consider qualified applicants with criminal histories for employment on our team, assessing candidates in a manner consistent with the requirements of the San Francisco Fair Chance Ordinance.
Block, Inc. (NYSE: SQ) is a global technology company with a focus on financial services. Made up of Square, Cash App, Spiral, TIDAL, and TBD, we build tools to help more people access the economy. Square helps sellers run and grow their businesses with its integrated ecosystem of commerce solutions, business software, and banking services. With Cash App, anyone can easily send, spend, or invest their money in stocks or Bitcoin. Spiral (formerly Square Crypto) builds and funds free, open-source Bitcoin projects. Artists use TIDAL to help them succeed as entrepreneurs and connect more deeply with fans. TBD is building an open developer platform to make it easier to access Bitcoin and other blockchain technologies without having to go through an institution.