21 Apr
California,
Santaana
, 92701
Santaana
USA
Vacancy expired!
Job Description: The Machine Learning Engineer will be part of a team responsible for creating ML solutions to help mitigate portfolio risk. The Machine Learning Engineer will create web services/APIs for serving ML model results.
Essential Responsibilities:
Perform advanced data and statistical analysis in support of the creation and maintenance of performance scorecards.
Support the Credit Risk Management team in data analysis and model construction.
1+ years of experience with designing, building, and deploying scalable, highly available, and fault tolerant systems in a cloud environment.
Manage, maintain, and improve our decisioning application on AWS.
Develop and integrate model strategy to support business initiatives and risk-based pricing.
Perform data manipulation and analysis using SQL, R or Python and Microsoft Excel.
Develop Machine Learning models in areas such as segmentation analysis, logistic regression, decision trees and other advanced algorithms.
Incorporate observations and data into existing models to improve predictive results.
Identify deviations from forecast/expectations and explain variances.
Contribute to loss forecasts, demographic, and credit limit utilization analysis.
Prepare exhibits and supporting materials.
Develop recommendations for credit policy.
Track portfolio performance and risk strategy results.
Identify opportunities to leverage statistical solutions to solve business problems.
Other duties as assigned.
Essential Requirements:
1+ years of progressive experience in data extraction, transformation and database development in the finance industry, auto finance is preferred.
1 to 3 years of experience in the financial services sector, with hands on demonstrable experience in machine learning and cloud architecture.
Advanced knowledge of a cloud platform. AWS strongly preferred
Advanced knowledge of Python and SQL is necessary.
Experience with Jenkins or other DevOps tools
Ability to utilize analytics in a collaborative manner across business functions and product lines to derive optimum solutions.
Strong communication and problem-solving skills with the ability to interact with others in a professional, tactful, and sensitive manner.
Demonstrated ability to communicate complex concepts.
Demonstrated ability to manipulate and analyze data across large databases.
Detail oriented and organized with a strong work ethic and team focus.
Ability to work in a fast-paced environment, both independently and as part of a team with the ability to work under tight deadlines and manage more than one assignment at a time.
Advanced Degree in Mathematics, Statistics, Computer Science, Quantitative Analysis, or equivalent work experience.Required Skills: NA. Don't hesitate! Submit your resume today. SMCI is an EEO employer. All qualified applicants will receive consideration without regard to race, color, religion, sex, sexual orientation, national origin, disability, age, genetic information, marital status, military, and veteran status. Members of minority groups, Vietnam Era Veterans and individuals with mental or physical disabilities are encouraged to contact us regarding employment opportunities. In addition, in order to support the provision of business to minority-owned and Women-owned businesses (MWBE), such MWBE are encouraged to contact us regarding subcontracting business opportunities with our firm. (No third parties, please)(H1 sponsorship currently unavailable)(Local candidates only, please)
Vacancy expired!
