Lead Complex Data Extraction Transformation Specialist

Kroll; Washington (District of Columbia); On-site; USD 120,000 - 160,000; Full time

Benefits offered by this job

Healthcare Coverage: Comprehensive PTO

Time Off and Leave Policies

Protective Insurances

Compensation and Rewards

Retirement Plans

Job summary

Kroll is seeking a Manager-level Complex Data Extraction Specialist to join the Discovery & Analytics Solutions practice. This role leads technically demanding extraction and transformation workflows involving large datasets and non-standard source formats, developing defensible technical approaches for complex litigation, investigations, and sensitive data engagements.

Responsibilities include leading workflows, assessing data structures, collaborating with eDiscovery, analytics, and forensics

Qualifications

• Bachelor’s degree in information technology, computer science, data engineering, digital forensics, or a related field.
• Typically 6-8 years of experience in eDiscovery, data engineering, digital forensics, litigation support, or complex data extraction.
• Demonstrated experience working with large datasets, structured and unstructured data, and non-standard source formats.
• Strong scripting, data transformation, troubleshooting, validation, and workflow-documentation skills.
• Working knowledge of eDiscovery processing, Relativity, data privacy, chain of custody, and defensibility considerations.

Responsibilities

• Lead complex data extraction and transformation workflows across large, heterogeneous datasets and non-standard source formats.
• Assess source systems and data structures; define extraction strategies, assumptions, and validation requirements; and develop defensible technical approaches.
• Partner with eDiscovery, analytics, forensics, sensitive data review, and client-facing teams to translate matter requirements into practical, executable workflows.
• Troubleshoot difficult data conditions, including inconsistent metadata, malformed files, unusual containers, incomplete exports, and other non-standard data sources.
• Design reusable extraction methods, quality controls, and technical documentation that can be applied consistently across matters.
• Estimate effort, identify dependencies and risks, and provide technical input for scoping, pricing, and solution design.
• Serve as an escalation point for extraction-related issues and provide technical guidance to project teams and junior staff.
• Evaluate when specialized tools or external support are required and help transition repeatable work into scalable Kroll-delivered workflows.

Skills

Scripting

Data transformation

Troubleshooting

Workflow documentation

Cross-functional collaboration

Education

Bachelor’s degree in information technology, computer science, data engineering, digital forensics, or a related field

Tools

Relativity

Job description

Kroll is seeking a Manager-level Complex Data Extraction Specialist to join the Discovery & Analytics Solutions practice. This role leads technically demanding extraction and transformation workflows involving large datasets and non-standard source formats, developing defensible technical approaches for complex litigation, investigations, and sensitive data engagements.

Responsibilities include leading workflows, assessing data structures, collaborating with eDiscovery, analytics, and forensics