Surveillance/Data Analyst

ManpowerGroup Global, Inc.; United States; Hybrid; USD 96,000 - 103,000; Full time

Job summary

Experis, a ManpowerGroup brand, seeks a Surveillance/Data Analyst in McLean, VA to analyze surveillance systems, validate patterns, and bridge regulatory requirements with technical implementations.

The role emphasizes AI-assisted analysis, UAT validation, and comprehensive documentation, with a hybrid work model requiring three days in-office per week.

Qualifications

• Bachelor's degree plus 5+ years in financial regulatory technology, surveillance or capital markets data analysis.
• Strong SQL and scripting skills for large-scale data analysis and automation.
• Ability to read and interpret complex data processing pipelines and logic in source code.
• Excellent documentation and spreadsheet skills; capable of translating technical concepts for business audiences.

Responsibilities

• Analyze surveillance patterns, validate outputs, and compare production vs. UAT results.
• Develop testing frameworks and documentation artifacts for releases.
• Perform ad-hoc data analysis and generate management reports.
• Automate workflows, tickets, and release processes; create visualization reports.
• Leverage generative AI tools to accelerate analysis, documentation, and automation.
• Support project management activities and BRD drafting for enhancements.

Skills

SQL

Scripting languages

Data analysis

Documentation

Analytical thinking

Education

Bachelor's degree

Advanced degree preferred

Tools

Distributed query engines

Big data platforms

Git

Job description

Position:

Surveillance/Data Analyst

Location:

McLean, Virginia 22102

Hybrid:

Requires 3-days/week in-office

$70-75/hour

Purpose

The Surveillance/Data Analyst conducts moderate-to-high complexity analysis of automated surveillance systems that detect potential violations of regulatory rules.

This role is responsible for understanding, validating, enhancing, and supporting surveillance patterns across multiple asset classes and regulatory domains.

The Surveillance/Data Analyst serves as the bridge between regulatory requirements and the technical implementation of surveillance logic, ensuring patterns produce accurate, complete, and defensible results.

The Surveillance/Data Analyst is expected to actively leverage generative AI tools to accelerate analysis, documentation, and automation - serving as the domain expert who directs AI capabilities while ensuring regulatory accuracy and completeness of all outputs.

Core Functions

• Surveillance Pattern Analysis & Knowledge Management
  • Reverse-engineers surveillance pattern source code to build comprehensive knowledge documentation covering data pipelines, business rules, exception logic, and output schemas
  • Maintains a knowledge base of surveillance patterns across multiple regulatory domains
  • Performs requirements-vs-code gap analysis to identify discrepancies between documented business requirements and implemented logic, flagging risks to surveillance coverage
• UAT & Release Validation
  • Validates new surveillance pattern releases by comparing production vs. UAT outputs, analyzing exception counts, volumes, and firm-level impacts
  • Builds local testing environments to execute query scripts against sample data, enabling independent verification of pattern logic before production deployment
  • Designs multi-scenario test cases covering edge cases to ensure comprehensive test coverage
  • Packages release artifacts (scripts, QC results, requirements documentation) following standardized release structures
• Ad-Hoc Data Analysis & Investigation Support
  • Writes complex queries to support analyst investigations into surveillance exceptions
  • Performs firm-level statistical analysis and produces reports for management review
  • Maintains reference data sets used by downstream surveillance patterns
  • Assessss data incident impacts by cross-referencing affected data sources against the surveillance pattern dependency map
• Process Automation & Tooling
  • Develops automation tools for ticket management, release documentation, and workflow optimization
  • Builds local testing frameworks that replicate production environments for rapid pattern testing and iteration
  • Creates data visualization and comparison reports with interactive views, summary statistics, and color-coded differentials
• Generative AI Integration & Prompt Engineering
  • Leverages AI coding assistants as a force multiplier - directing AI agents to reverse-engineer source code, build knowledge documentation, generate test frameworks, and produce data comparisonreports
  • Designs structured AI workflows including pattern study pipelines, workflow assistants, and automated documentation generation
  • Maintains a curated AI project workspace with standing instructions, conventions, and context files that enable consistent, high-quality AI-assisted output
  • Coordinates multi-step analytical tasks through AI - from reading source code and drafting requirements, togeneratingtestharnessesandproducingcomparison reports - reducing turnaround fromdays to hours
  • Evaluates and validates AI-generated outputs for regulatory accuracy before use in production workflows
• Project Management Support
  • Manages work across project tracking boards, tracking enhancement tickets, bug fixes, and new pattern development
  • Drafts and updates Business Requirements Documents (BRDs) for surveillance pattern enhancements
  • Coordinates release activities including documentation, QC, and UAT sign-off tracking

Other Responsibilities

• Participates on special projects as assigned.
• Serves as a mentor for less experienced analysts.
• Keeps management updated on notable trends in industry practices, regulatory changes, and emergingtechnology capabilities (including AI tooling).
• Champions adoption of AI-assisted workflows within the team.

Qualifications

Required

• Bachelor's degree and 5+ years of experience in financial regulatory technology, surveillance systems, or capital markets data analysis
• Proficiency in SQL for large-scale data analysis on distributed platforms
• Proficiency in at least one scripting/programming language for data analysis, automation, and tool development
• Experience reading and interpreting complex data processing pipelines and business logic in source code
• Strong analytical skills with the ability to independently investigate data discrepancies and validate system outputs
• Excellent documentation skills - ability to translate complex technical implementations into clear business-facing knowledge documents
• Advanced proficiency in spreadsheet tools for business and operational analysis

Preferred

• Major in Business Administration, Finance, Computer Science, or related field; advanced degree preferred
• Knowledge of SEC/FINRA regulatory rules and reporting requirements
• Experience with distributed query engines and big data platforms
• Experience with project management and documentation tools and their APIs
• Familiarity with surveillance pattern architectures (exception generation, scoring, aggregation, reconciliation)
• Experience with source code management and release branch workflows
• Experience leveraging generative AI tools (LLMs, AI coding assistants) to accelerate data analysis, code comprehension, documentation, and automation workflows
• Ability to design effective AI prompts and structured project contexts that produce reliable, domain-accurate outputs in a regulated environment

Experis® is a global leader in technology services and part of the ManpowerGroup® (NYSE: MAN) family of brands. We connect skilled technology professionals with meaningful opportunities where they can grow their careers, expand their expertise and make a real impact. Guided by the belief that it takes Human Ingenuity to unlock the true potential of technology, Experis helps people gain experience with leading organizations, build sought-after skills and take the next step toward a brighter future. Backed by ManpowerGroup's 75+ years of workforce expertise and global reach across more than 70 countries and territories, Experis brings the scale, insight and opportunity to help people and businesses thrive. ManpowerGroup is consistently recognized for its commitment to inclusion, ethics and responsible business, including being named one of the World's Most Ethical Companies. Learn more at Experis.com.