Foundation Finance Company Careers · 10 months ago
Machine Learning Engineer
United States
Full-time
Remote
Entry Level
$110K/yr - $130K/yr
1+ years expFoundation Finance is one of the fastest-growing consumer finance companies in the nation, seeking a Machine Learning Engineer to enhance their machine learning capabilities. The role involves collaborating with the Data and ML Infrastructure team to deliver models that improve profitability and operational efficiencies.
Financial Services
Responsibilities
Design machine learning systems and self-running artificial intelligence (AI) software to automate predictive models
Ensure that algorithms generate accurate underwriting and user recommendations
Acquire, analyze, combine, synthesize, and structure data with clear definitions and sources for analytical consumption
Ensure that all models and processes comply with relevant regulations, data privacy, and security standards
Document machine learning processes, keeping policies and procedures up to date
Develop data products using continuous deployment and integration practices
Analyze, design, develop, deploy, and support data analytics products utilizing engineering best practices
Participate in agile story authoring, sizing, and demo sessions for product features
Develop reliable data pipelines that transform and aggregate data from source systems and data platforms
Establish and maintain ML platforms, develop ML model monitoring pipelines for model performance, data quality, and data drift - working closely with Decision Science, IT, and enterprise infrastructure teams, to enable automation and monitoring across the machine learning lifecycle
Other duties as assigned by management
Qualification
Required
Bachelor's degree in computer science, data science, mathematics, or a related field
Minimum 1 year of professional experience in data acquisition, cleansing, feature engineering, debugging and software documentation, using programming languages, and using cloud platforms such as AWS, Azure, or GCP
Knowledge of Word Processing software
Knowledge of Spreadsheet software
Knowledge of Development software
Knowledge of Design software
Ability to read, analyze, and interpret common scientific and technical journals, financial reports, and legal documents
Ability to respond to common inquiries or complaints from customers, regulatory agencies, or members of the business community
Ability to effectively present information to top management, public groups, and/or boards of directors
Preferred
Master's degree or higher
Benefits
Medical/dental/vision benefits
401(k) with company match
Casual dress work environment
Company
Foundation Finance Company Careers
At Foundation Finance Company (FFC), we help home improvement dealers across the U.S. grow their businesses through fast, flexible financing solutions.
201-500 employees
Funding
Current Stage
Growth StageCompany data provided by crunchbase