The Software Developer / Implementation and Execution role is responsible for the implementation and execution of machine learning models developed by the modeling team, requiring development, optimization, testing, validation, automation, data management, and data quality functions for best-in-class implementation, automation, and execution.
Requirements
- Develop, test, validate, and implement automated processes using SAS/SQL in a Linux environment.
- Develop Linux scripts to fully automate processes including data transfers using NDM.
- Create job/schedules in scheduling tool.
- Provide analysis and detailed results of data analysis and project deliverables.
- Provide analytic support of internal processes by evaluating production data and provide ongoing support in the monitoring of production environment.
- Identify issues, document root cause and propose solutions.
- Development and maintenance of system documentation to include process flow designs, charts, decks, etc.
Responsibilities
- Optimize, test, and validate professional grade code for the implementation and execution of machine learning models utilizing SAS.
- Develop SQL queries, sometimes complex, to extract model input data from database.
- Develop Linux scripts to automate execution within operating environment.
- Develop Autosys scheduling JIL’s to build automated processes and monitor model execution.
- Utilize Bitbucket for software version control.
- Deploy NDM jobs to automate file transfers.
- Contribute to project design and implementation, and provide timely analysis and detailed results of data and project deliverables.
Other
- Consistently demonstrates clear and concise written and verbal communication skills
- Self-motivated and detail oriented
- Demonstrated project management and organizational skills and capability to handle multiple projects at one time
- Bachelor’s/University degree or equivalent experience
- Appropriately assess risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency.
