Sr. Data Scientist

Knowledge Management, Inc.

$120K — $150K *
Finance & Insurance
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years designing and maintaining advanced AI systems and predictive models (supervised and unsupervised)
  • 5+ years developing analytic rules using current analytic tools
  • 5+ years developing statistical models to identify anomalies and patterns
  • 3+ years providing data support for criminal investigations adhering to federal rules
  • 3+ years manipulating data in Python, especially with Pandas
  • 3+ years working in a modern cloud environment (Azure, AWS, or GCP)
  • 2+ years presenting analytic methods and findings to diverse stakeholders

Responsibilities

  • Provide expertise on analytic methods for data products
  • Perform data quality analysis on source tables
  • Review and support existing loan fraud indicators
  • Develop processes for analyzing large data sources
  • Collaborate with criminal investigators to create analytic strategies
  • Design and deploy advanced statistical and machine learning models
  • Assist in developing case leads for investigations based on model outcomes

Benefits

  • Health, dental, and vision insurance
  • 401(k) retirement plan
  • Paid time off (PTO) and holidays
  • Group Term Life and Accidental Death and Dismemberment Insurance
  • Voluntary Term Life Insurance
  • Short and Long-term disability insurance
Full Job Description
Job Requisition: Sr. Data Scientist (2 openings)

Location: Washington, DC (remote with availability required between 6:00 a.m. and 6:00 p.m. EST, Monday through Friday)

Clearance: clearable for a Public Trust

Contract: 5+ years

Salary Range: Please provide your salary requirement

The Senior Data Scientist supports the SBA Office of Inspector General's Technology Solutions Division (TSD) in designing, testing, and deploying statistical and machine learning models that identify loan fraud, improper payments, and non-compliance within SBA programs. The role works alongside the Data Engineering position under this task order to translate existing TSD data assets, code repositories, and models into actionable analytic products for OIG auditors and criminal investigators.
Duties and Responsibilities

The Senior Data Scientist will perform the following duties in direct support of SBA OIG's loan fraud detection and investigative mission.

Provide highly skilled and authoritative expertise on analytic methods in support of TSD's data analytic products.

Perform data quality analysis on source tables to identify abnormalities or inconsistencies.

Review, maintain, and support all existing loan fraud indicators developed by TSD.

Develop and refine repeatable processes for combining and analyzing large data sources, including relational tables and structured and unstructured datasets.

Collaborate with criminal investigators to determine and execute analytic strategies supporting loan fraud cases and adhere closely to federal rules of criminal procedure governing protected information.

Design, develop, test, calibrate, and deploy advanced statistical and machine learning models targeted at identifying financial fraud, improper payments, or non-compliance within SBA programs.

Develop and test predictive models using indicators of potential loan fraud, improper payments, or non-compliance.

Assist in developing case leads for SBA OIG investigations based on model outcomes.
Minimum Qualifications

Five (5) or more years designing, implementing, and maintaining advanced AI systems and predictive models, including both supervised and unsupervised approaches.

Five (5) or more years developing analytic rules and models using current analytic tools and best practices.

Five (5) or more years developing regression, classification, and other statistical models to identify anomalies, patterns, and predictive variables.

Three (3) or more years providing data support for criminal investigations into financial fraud or abuse of government funds, with working knowledge of federal rules of criminal procedure governing protected information (e.g., Rule 6(e)).

Three (3) or more years manipulating data in Python, with required proficiency in Pandas.

Three (3) or more years working in a modern cloud environment (Azure, AWS, or GCP); relevant certifications are preferred.

Two (2) or more years conducting advanced data analysis in SQL, including SQL Server and PostgreSQL.

Two (2) or more years developing and scaling natural language processing (NLP) solutions.

Two (2) or more years presenting analytic methods and findings to both technical and non-technical stakeholders, orally and in written products and visualizations.
Education

A Master's, Ph.D., or doctorate-level equivalent degree in data science, machine learning, computer science, mathematics, or a related field.

In the absence of an advanced degree, ten (10) years of applied work experience in data science, machine learning, computer science, mathematics, or a related field.
Required CERTIFICATIONS

Certifications aligned to the cloud environment requirement such as Microsoft Certified: Azure Data Scientist Associate, AWS Certified Machine Learning Specialty, or the Google Professional Data Engineer credential, are preferred but not required.

Certifications supporting SQL Server, PostgreSQL, or natural language processing tooling are preferred but not required.

Benefits: All full-time employees are eligible to participate in our benefits programs:
  • Health, dental, and vision insurance
  • 401(k) retirement plan
  • Paid time off (PTO) and holidays
  • Group Term Life and Accidental Death and Dismemberment Insurance
  • Voluntary Term Life Insurance
  • Short and Long-term disability insurance

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