Cons Prod Strategic Analyst IV
| Company | Bank of America |
|---|---|
| Location | Boston, MA, USA, Tampa, FL, USA, Plano, TX, USA, Richmond, VA, USA, Newark, NJ, USA, Charlotte, NC, USA, New York, NY, USA, Phoenix, AZ, USA, Jacksonville, FL, USA, Kennesaw, GA, USA, Chandler, AZ, USA |
| Salary | $99700 – $157800 |
| Type | Full-Time |
| Degrees | Master’s, PhD |
| Experience Level | Senior, Expert or higher |
Requirements
- A minimum of 4 years of experience in data and analytics is required.
- Must be proficient with SQL and one of SAS, Python, or Java
- Critical problem-solving skills including selection of data and deployment of solutions.
- Proven ability to manage projects, exercise thought leadership and work with limited direction on complex problems to achieve project goals while also leading a broader team.
- Excellent communication and influencing skills.
- Thrives in fast-paced and highly dynamic environment.
- Intellectual curiosity and strong urge to figure out the “whys” of a problem and come up with creative solutions.
- Model development experience leveraging supervised and unsupervised machine learning (regression, tree-based algorithms, neural networks)
- Expertise handling and manipulating data across its lifecycle in a variety of formats, sizes, and storage technologies to solve a problem (e.g., structured, semi-structured, unstructured; graph; hadoop; kafka)
Responsibilities
- Link Analysis/Graph analytics to find and mitigate densely connected fraud networks.
- Developing and tuning graph algorithms to maximize detection of fraud.
- Work with software developers to create/enhance link analysis process for new fraud detection use cases, and assist with the generation, prioritization, and investigation of fraud rings.
- Coordinate with stakeholders and tech to deliver process end-to-end, be the gate keeper for issue tracking and remediation.
- Gather business requirements and translate to technical logic for script development, and design, create and monitor daily report/QA metrics for fraud detection process.
- Document and prepare attestation response for process and fraud strategy with governance team.
- Identify, track, and recommend opportunities for process improvement.
- Coach and mentor peers to improve proficiency in a variety of systems and serve as a subject matter expert on multiple business and technical-related topics.
- Identify business trends based on economic and portfolio conditions and communicate findings to senior management.
- Support execution of large-scale projects, such as platform conversions or new project integrations by conducting advanced reporting and drawing analytics-based insights.
Preferred Qualifications
- Advanced Quantitative degree (Masters or PhD)
- 7+ years of experience; work in financial services is very helpful, with preference to fraud, credit, cybersecurity, or other heavily quantitative areas.
- Understanding of advanced machine learning methodologies including neural networks, ensemble learning like XGB, and other techniques
- Proficient with H2O or similar advanced analytical tools