Full-Time

Senior Machine Learning Engineer

Modeling, Underwriting and Credit

Posted on 5/31/2024

Square

Square

10,001+ employees

Economic empowerment through inclusive technology

Consulting
Energy
Social Impact
Financial Services
Consumer Goods

Senior

Remote in USA

Required Skills
Python
MySQL
Tensorflow
Data Structures & Algorithms
Keras
Tableau
AWS
Pandas
NumPy
Data Analysis
Snowflake
Google Cloud Platform
Requirements
  • Bachelor's degree in Computer Science, Statistics, Mathematics, or a related field. A Master's degree is preferred
  • 6+ years of experience in machine learning, data analysis, or a related field
  • Strong knowledge of machine learning algorithms and data analysis techniques
  • Excellent problem-solving skills and attention to detail
  • Strong communication skills, with the ability to explain complex concepts to non-technical stakeholders
  • Python (NumPy, Pandas, sklearn, xgboost, TensorFlow, keras, etc.)
  • MySQL, Snowflake, GCP/AWS and Tableau
Responsibilities
  • Build and integrate ML solutions for evaluating customer cash flow risk including risk of default on credit obligations, risk of fraud & abuse of loans and other situations where Cash app advances funds or provides liquidity to customers
  • Support multiple products across 4+ workstreams in Cash
  • Empower teams to understand the financial performance of origination cohorts, optimize our automated decisioning pipeline using AI/ML, and help identify new opportunities for growth in our customer base
  • Experiment with various modeling techniques on our comprehensive customer data and see your solution through to production by partnering cross-functionally with finance, product, and engineering teams

Block is a company deeply invested in economic empowerment through its innovative use of technology across multiple disciplines, including financial forecasting, system security, and inclusive People policies. This multifaceted approach not only fosters an inclusive workplace but also promotes continual learning and growth among its employees, making it a leader in nurturing and implementing new initiatives in its industry.

Company Stage

IPO

Total Funding

$601.2M

Headquarters

Oakland, California

Founded

2009

Growth & Insights
Headcount

6 month growth

-2%

1 year growth

2%

2 year growth

15%