Machine Learning Modeler, Measurement Data Science
- San Francisco, CA
- Employees can work remotely
- Position open to remote: Yes
As a MLE within the Measurement Data Science team, you will work collaboratively with the team on applying novel machine learning algorithms and data science methods toward new products that empower our internal business stakeholders. The Measurement team quantifies the impact of Square’s business initiatives through machine learning models in areas such as marketing attribution modeling and forecasting value estimation. We empower stakeholders in areas such as marketing, finance and strategy to make data-driven decisions that will help Square grow.
Measurement Data Science is part of the Growth Data Science team. We partner with business, product, operations and engineering teams to guide better decisions using machine learning. We’re a passionate team of specialists, statisticians, and optimizers who are resourceful in distilling questions, wrangling data, and driving impactful business decisions.
Collaborate with machine learning engineers and data scientists to train, deploy, and test machine learning models using state-of-the-art techniques.
Help build the next generation of data products at Square
3-5 years of relevant industry experience
A graduate degree in data science, machine learning, computer science, statistics, information science, or a similar technical field.
Ability to produce scalable and robust production-quality code incorporating testing, evaluation, and monitoring.
Experience in designing and productionizing large-scale distributed systems built around machine learning models and big data.
Experience with cloud computing platforms is preferred (i.e. Google Cloud Platform)
Experience with growth (acquisition, engagement, retention) and modeling on marketing data (i.e. attribution, propensity to convert, customer journey mapping, lifetime value, incrementality) is a plus.
Technologies we use:
Python, Google Cloud Platform, Snowflake, Airflow
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
- Paid time off
- Learning and Development resources