Head of Machine Learning, Risk
- San Francisco, CA
- Alternate Location: New York, United States
- Position open to remote: Yes
The Risk Machine Learning team is part of Square’s Risk team. As the lead for Risk ML you will be on Square’s Risk Leadership team that oversees over 150 people and lead a team of Data Scientists and Machine Learning Engineers in building capabilities that ensure safe, responsible, and value-accretive growth for Square and our sellers. You will ship solutions that improve the lives of Square’s merchants and the agents that serve them every day. The focus of this role is organizational leadership and growth, with a deep connection to inspire and motivate the organization. This is also a role that calls for collaboration and partnerships with Marketing, Sales, Account Management, Product Teams, and more. We’re looking for an inquisitive, metrics-driven, empathetic individual that is not afraid of challenging assumptions, diving into the data, and double checking results.
Provide Leadership and Supervision: You will lead innovation within Risk as part of the Risk leadership team, monitoring key business risks and implement the data needs of the business; manage data science/machine learning team(s) and oversee all activities that ensure alignment with Risk and business-wide vision and strategies. You will also play a role in the development of Risk’s vision, capabilities, infrastructure, and road map for the launch of additional machine learning capabilities.
Strategy: You will help create industry-leading model/metric performance by applying creative data-sources, and employing state-of-the-art machine learning at Square. You will scope and implement machine-learning models to support Risk’s initiatives and programs and help achieve the overall business objective and targets.
Collaboration: You will represent Risk across other Data and Analytics Teams within Square, and work with Product Management, Policy, Operations, UX/Design, Engineering and other organizations across Risk and Square. You will be a trusted advisor and member of the Risk leadership team in the creation and deployment of useful insights that inform and activate strategies across the business.
Machine Learning/Modeling: You will promote experimental data modeling designs, run A/B tests to evaluate changes in the business’s product/services, track the business’s performance of ML models vs expected performance and monitor trends in key business indicators, providing valuable insights to relevant departments for overall performance improvement.
A graduate degree (or equivalent experience) in computer science, AI, ML, applied math, statistics, physics, or a related technical field
12+ years of experience working and leading in a technical field
Experience working with product, design, and engineering to prioritize, scope, design and deploy ML models
Experience providing mentorship and technical leadership
The ability to communicate clearly with both technical and non-technical audiences
A desire to perform and grow as a people lead, scientist, and/or engineer
Experience autonomously driving multiple, competing projects under deadline pressure
You’re passionate about Square’s mission and are open to learning new technologies on the job
Technologies we use and teach: Python (numpy, pandas, sklearn, xgboost, TensorFlow) MySQL Java
At Square, we want you to be well and thrive. Our global benefits package includes:
- Healthcare coverage
- Retirement Plans
- Employee Stock Purchase Program
- Wellness perks
- Paid parental leave
- Flexible time off
- Learning and Development resources