The data science team is at the heart Flowcast. We’re looking for a Data Scientist Lead for our core machine learning team to keep up with customer demand. The ideal teammate is an experienced data scientist looking to take ownership of critical components of our proprietary machine learning platform.
Build machine learning models through all stages of development from design through training, validation, and monitoring in production to predict credit risk
Collaborate with engineering to deploy machine learning models in production environments
Carry out advanced statistical analyses of millions of financial transactions to discover underlying trends
Construct ETL processes to enable large-scale feature calculations using the latest distributed computing technologies
Apply the latest explainability frameworks to provide visibility into machine learning outputs
Write clean, modular and well-documented code that forms the backbone of our product
Communicate the trade-off between speed and technical debt to high-level stakeholders including enterprise clients and executives
5+ years of work experience in machine learning in an industry setting
Solid understanding of statistical theory
Experience deploying scalable models in production environments both on-premise and in the cloud e.g. GCP, AWS, Azure
Strong Python programming skills
Proficient with popular data processing and machine learning frameworks e.g. pandas, sci-kit-learn
Experience with big data technologies e.g. Spark
Experience with SQL and NoSQL databases, and proficient in SQL and ETL jobs
Excellent professional written and verbal communication skills
Preferably based in San Francisco. Open to remote.
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