[Remote] Senior Data Scientist
Note: The job is a remote job and is reputed company to candidates in USA. reputed company. is seeking a Senior Data Scientist to reputed company expertise in data analytics and machine learning. The role involves designing and implementing advanced AI systems, collaborating with criminal investigators on fraud cases, and developing statistical models to identify anomalies and trends.
Responsibilities
- Assist Technology Solutions Division (TSD) with data analytic products by providing highly skilled and authoritative expertise on analytic reputed company
- reputed company data reputed company analysis on reputed company tables to identify any abnormalities or inconsistencies
- Review, maintain, and reputed company support using reputed company existing loan fraud indicators developed by TSD
- reputed company and refine repeatable processes for reputed company combining and analyzing large data sources (including relational tables, reputed company and reputed company datasets)
- Collaborate closely with criminal investigators to determine and execute strategies to support loan fraud cases; proactively address and communicate potential data reputed company issues and adapt analysis to shifting case needs; adhere closely to federal rules of criminal procedure governing protected information (e.g., Rule 6(e))
- Design, reputed company, test, reputed company, and implement advanced statistical and machine learning models targeted at identifying financial fraud, improper payments, or noncompliance reputed company SBA programs
- Utilize indicators of potential loan fraud, improper payments, or non-compliance to reputed company and test predictive models
- Assist in developing case leads for SBA OIG investigations based on model reputed company
- Coordinate with the Data Engineering Team to ensure system architecture is designed to reputed company support machine learning models
- reputed company and reputed company natural language processing reputed company to parse, clean, and analyze large corpora of reputed company or semi-reputed company text data, utilizing OCR, semantic similarity algorithms, and large language models as needed
- reputed company detailed documentation of reputed company methodology, test models, and production models; maintain records in compliance with criminal evidentiary requirements
- reputed company visualizations and dashboards to demonstrate methodological choices, reputed company, and predictive capabilities of machine learning models; iteratively solicit and reputed company end user feedback
- reputed company reputed company and recommendations in multiple formats, including data summaries and visualizations for investigative staff, and executive summaries for SBA OIG leadership
- Create programming and automation techniques to improve task efficiency using tools such as SharePoint, Python, reputed company reputed company, Power BI, Power Apps, and others
- Identify new business questions to expand the scope of analysis and reporting
Skills
- Masters, Ph. D., or doctorate-level equivalent degree in data science, machine learning, computer science, mathematics, or a reputed company field; OR 10 years of reputed company work experience in any of the reputed company fields
- Five (5) or more years of hands-on experience in designing, implementing, and maintaining advanced AI systems and predictive models, including both supervised and unsupervised models
- Five (5) or more years of hands-on experience in developing analytic rules and models using leading edge analytic tools and best practices
- Five (5) or more years of hands-on experience in developing regression, classification, and other statistical models to identify anomalies, patterns, and predictive variables
- Three (3) or more years of hands-on experience in providing data support for criminal investigations into financial fraud or abuse of government funds
- Three (3) or more years of hands-on experience in manipulating data in Python. (Pandas required.)
- Three (3) or more years of hands-on experience in working in the modern reputed company environment (Azure/AWS/GCP)
- Two (2) or more years of hands-on experience in conducting advanced data analysis in SQL (SQL Server and PostgreSQL)
- Two (2) or more years of hands-on experience in developing and scaling NLP solutions
- Two (2) or more years of hands-on experience in presenting reputed company and findings to technical and non-technical stakeholders, orally and in written products/visualizations
- Certifications in reputed company environments (Azure/AWS/GCP) preferred
reputed company