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Machine Learning Manager (Network), Cash App

Cash App

Machine Learning Manager (Network), Cash App

San Francisco, CA
Full Time
Paid
  • Responsibilities

    Job Description

    We're looking for a Manager to join our Network Machine Learning team and help build Cash App, the fastest growing financial app in the world. Our mission is to make banking and financial services accessible to the underserved and unbanked and directly transform people's relationship with their money. The Network ML team at Cash uses our large and unique datasets to model, understand, and predict customer behavior to help design and improve our core peer-to-peer product features. You'll report directly to the Head of Data Science and Machine Learning and you will partner with our Network Product team to create projects and provide value to our customers through the use of applied machine learning.

    YOU WILL:

    • Recruit, lead, and mentor a team (currently a team of 1, with future growth planned)
    • Collaborate directly with members of your team, provide coaching that ensures their success, provide hands-on technical guidance and direction
    • Work on and lead multiple ML projects such as customer search, recommendations, link prediction, network virality, and more
    • Partner and collaborate closely with Cash App's product and business leaders as well as work with Product, Platform, and Data Engineering teams to prioritize efforts that will bring your team's work to life
    • Identify new opportunities, develop prototypes and advocate for staffing needs
    • Highlight your team's work with senior leadership and the executive team and help shape Cash App's ML and Network product strategies
    • Stay up-to-date with the latest trends and techniques in ML and foster a culture of learning across the team
  • Qualifications

    Qualifications

    YOU HAVE:

    • 5+ years of software engineering, machine learning/data science experience including hands-on management
    • Deep knowledge of and experience with a range of machine learning algorithms/techniques and expertise in applying machine learning in a production setting
    • Software engineering fundamentals and the ability to write production code when needed
    • Well-developed statistical and mathematical skills and experience with concepts such as causality, selection bias, incrementality, hypothesis testing and more
    • Experience working effectively with a Product team
    • A passion for delivering on Cash App's vision of economic empowerment

    TECHNOLOGIES WE USE AND TEACH:

    • Python (and its data analysis and machine learning libraries/frameworks)
    • Java or Scala
    • SQL (Snowflake), Airflow and Tableau

    Additional Information

    Cash App treats all employees and job applicants equally. Every decision is based on merit, qualifications, and talent. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. We will consider for employment qualified applicants with criminal histories in a manner consistent with each office’s corresponding state and city guidelines.