<p>We are seeking an Automation QA Engineer to support the design, development, and execution of automated testing solutions for web applications, APIs, and enterprise systems. This role will work closely with developers, business analysts, and QA team members to ensure applications are reliable, scalable, and production-ready.</p>
<p>We are looking for an experienced QA Manager to lead technology initiatives and drive delivery excellence for teams based in Chicago, IL. This Long-term Contract position is ideal for a detail-oriented individual who can guide projects from planning through execution while partnering closely with business and technical stakeholders. The role requires strong leadership in Agile environments, a practical approach to risk and timeline management, and the ability to keep teams aligned on priorities and outcomes.</p><p><br></p><p>Responsibilities:</p><p>• Lead IT projects from initiation through completion, ensuring scope, timelines, budget, and quality expectations are effectively managed.</p><p>• Facilitate Agile Scrum ceremonies, support team accountability, and help remove blockers that could affect delivery progress.</p><p>• Coordinate with cross-functional stakeholders to define project goals, establish milestones, and maintain clear communication throughout each phase.</p><p>• Use Atlassian Jira to track work, monitor progress, manage priorities, and provide accurate status reporting to leadership and project teams.</p><p>• Identify project risks, dependencies, and issues early, then develop practical mitigation plans to reduce disruption.</p><p>• Prepare and maintain project documentation, dashboards, schedules, and governance materials to support informed decision-making.</p><p>• Drive collaboration between business partners and technical teams to ensure requirements are understood and translated into actionable plans.</p><p>• Support process improvements within project delivery practices and contribute to stronger execution standards across initiatives.</p>
We are looking for a Sr QA Analyst to join a long-term contract opportunity in Cincinnati, Ohio. This role is ideal for a senior quality specialist who can lead testing efforts, strengthen test practices, and introduce scalable automation while remaining hands-on with execution. The position requires someone who can work independently, communicate effectively with stakeholders, and drive progress across functional, end-to-end, and data validation activities.<br><br>Responsibilities:<br>• Lead quality assurance activities across multiple initiatives, including functional, end-to-end, regression, and data-focused testing efforts.<br>• Design comprehensive test strategies, create detailed test plans and cases, and guide execution to support timely and accurate delivery.<br>• Establish and configure automated testing frameworks, develop reusable test scripts, and expand automation where it improves speed, coverage, and repeatability.<br>• Build and maintain testing dashboards and reporting views that provide clear insight into progress, defects, risks, and overall test cycle health.<br>• Coordinate daily testing activities, prioritize work across concurrent projects, and ensure issues are escalated and resolved in partnership with project leadership.<br>• Perform hands-on validation of data conversions, including reconciliation, exception analysis, and verification of business rules across source and target datasets.<br>• Develop Python-based solutions using pandas to transform raw CSV files, automate validation checks, and produce exception reports, metrics, and audit-ready outputs.<br>• Apply data cleansing, deduplication, and integrity controls to improve data quality, including handling formatting issues, duplicate logic, and file-level inconsistencies.<br>• Collaborate closely with client and internal teams to secure required access, remove blockers, and keep testing moving efficiently to completion.<br>• Follow established quality standards, documentation practices, and artifact retention requirements while supporting both manual and automated testing as needed.
<p><strong>Be Part of a Major Banking Transformation</strong></p><p><br></p><p>We are recommending a <strong>Loan QA Specialist</strong> to our client, a well-established financial institution, to support a large-scale systems conversion and modernization initiative. This is an excellent opportunity for someone who enjoys detail-oriented work, has strong administrative or banking experience, and takes pride in ensuring information is accurate and complete.</p><p><br></p><p>If you're someone who likes process-driven work, spotting discrepancies, and helping maintain data integrity, we'd love to speak with you.</p><p><br></p><p><strong>What You'll Do</strong></p><ul><li>Review loan documentation and compare it to information housed within the bank's core system</li><li>Work from Excel-based templates to validate loan data</li><li>Identify discrepancies and inconsistencies between records</li><li>Communicate findings to internal loan operations teams for correction</li><li>Collaborate with colleagues to ensure accurate loan boarding and data maintenance</li><li>Support ongoing quality assurance efforts tied to a multi-year banking transformation project</li></ul><p><br></p><p><strong>Why This Opportunity?</strong></p><ul><li>Long-term assignment supporting a high-visibility strategic initiative</li><li>Hybrid work environment</li><li>Opportunity to gain exposure to banking operations and systems conversion projects</li><li>Collaborative team environment with structured training and support</li></ul><p><br></p><p><strong>Interested? </strong>Apply today to learn more about this unique opportunity to contribute to a major banking transformation effort while utilizing your attention to detail and analytical skills.</p>
<p>We are looking for an EMS Subject Matter Expert & Quality Assurance Lead to support a utility client by leading the technical execution and quality assurance efforts for an enterprise EMS (Energy Management System) upgrade. This role is responsible for developing, implementing, and maintaining QA processes while ensuring system reliability, accuracy, and performance across all phases of the upgrade lifecycle.</p><p>This position will work across multiple technical areas, influencing solution design, testing strategy, and implementation while collaborating closely with internal teams, vendors, and client stakeholders.</p><p><br></p><p><strong>Key Responsibilities:</strong></p><p>· Lead technical execution of EMS upgrades, including installation, configuration, migration, testing, and post-cutover support.</p><p>· Develop and execute comprehensive QA strategies, test plans, and validation processes across all testing phases (FAT, SAT, etc.).</p><p>· Perform system troubleshooting, defect identification, root cause analysis, and remediation support.</p><p>· Validate EMS integrations, including ICCP interfaces, real-time data flows, telemetry, and system communications.</p><p>· Support development and upgrade of custom EMS-related applications, ensuring compatibility and performance.</p><p>· Maintain detailed technical documentation including test plans, defect logs, and configuration records.</p><p>· Collaborate with cross-functional teams (engineering, IT, operations, vendors) to ensure alignment and project success.</p><p>· Act as a technical liaison between stakeholders and vendors (e.g., AspenTech/OSI), ensuring clear communication and delivery.</p><p>· Identify risks and recommend mitigation strategies to ensure system stability and project timelines.</p>
We are looking for a Software Quality Assurance Analyst to support application quality initiatives for a service-focused organization in Westlake, Ohio. This role centers on backend and database validation, requiring someone who can investigate issues thoroughly, work independently, and collaborate effectively with cross-functional teams. The ideal candidate brings strong manual testing expertise, a disciplined approach to prioritization, and the flexibility to succeed in a fast-moving environment.<br><br>Responsibilities:<br>• Design and carry out manual test activities for software applications, with particular emphasis on validating backend processes and database accuracy.<br>• Create, run, and refine complex SQL queries to verify data integrity, trace defects, and confirm expected system behavior.<br>• Document test scenarios, findings, and defect details clearly so development and business teams can resolve issues efficiently.<br>• Partner with stakeholders across technical and non-technical groups to clarify requirements, address ambiguities, and support shared delivery goals.<br>• Manage multiple testing assignments at once while maintaining accuracy, meeting deadlines, and adjusting to shifting priorities.<br>• Analyze unexpected system behavior, identify root causes, and recommend practical solutions that improve product quality.<br>• Contribute to quality efforts throughout the software development lifecycle, including work within Agile-based delivery environments.<br>• Support testing for applications and platforms associated with technologies such as Selenium, Zendesk, and Microsoft-based development environments when applicable.
We are looking for an experienced Quality Manager to oversee and enhance quality systems within a manufacturing environment in Wixom, Michigan. The ideal candidate will have a strong background in regulatory compliance and operational excellence, with a focus on aerospace standards. This role requires a proactive leader committed to driving continuous improvement and ensuring adherence to industry certifications.<br><br>Responsibilities:<br>• Manage and oversee quality assurance systems, ensuring compliance with AS9100D and ISO 9001 standards.<br>• Lead audits and ensure alignment with regulatory and certification requirements.<br>• Drive initiatives for process improvement using Lean Six Sigma methodologies to enhance efficiency and performance.<br>• Implement and monitor corrective action plans to address quality-related issues.<br>• Analyze data using tools such as Pareto analysis and 8D problem-solving to identify trends and root causes.<br>• Collaborate with cross-functional teams to promote a culture of accountability and continuous improvement.<br>• Provide leadership and coaching to enhance team capabilities and support skill development.<br>• Develop and maintain documentation for quality systems, ensuring accuracy and compliance.<br>• Actively participate in system improvement efforts, contributing to operational excellence.<br>• Ensure customer satisfaction by maintaining high-quality standards and addressing concerns promptly.
<p>We are seeking a detail-oriented Temporary Administrative Compliance Coordinators to support critical audit and compliance initiatives over a 3–4 month period. This role will assist with reviewing documentation, validating records, preparing for audits, and supporting various compliance-related projects. The ideal candidate will possess strong organizational skills, exceptional attention to detail, and the ability to accurately review high volumes of information while identifying gaps, inconsistencies, and compliance concerns.</p><p><br></p><p><strong>Duties:</strong></p><ul><li>Review and audit session notes, treatment documentation, and related records to ensure compliance with payer and regulatory requirements (training provided).</li><li>Organize, maintain, and track audit-related documentation and records.</li><li>Identify missing information, documentation gaps, and inconsistencies within records.</li><li>Support compliance, quality assurance, and operational projects as assigned.</li><li>Maintain confidentiality and handle sensitive information in accordance with company policies and regulatory standards.</li><li>Provide general administrative support related to compliance and auditing initiatives.</li></ul>
<p>We are looking for a Quality Assurance Specialist to join a manufacturing team in Carol Stream, Illinois on a long-term Contract assignment. This role focuses on inspection activities, documentation accuracy, and coordination with internal partners to help maintain product quality from supplier receipt through customer shipment. The ideal candidate is detail-oriented, comfortable working with quality records and measurements, and able to contribute to issue resolution in a fast-paced environment.</p><p><br></p><p>Responsibilities:</p><p>• Perform incoming inspection support by reviewing receiving documents, confirming quantities, processing receipt-related records, and completing basic dimensional verification on supplier parts.</p><p>• Assist with final quality checks for outbound orders to ensure shipment documentation is accurate and customer-specific requirements are satisfied before release.</p><p>• Work closely with operations, engineering, and other internal teams to identify, communicate, and help resolve product quality concerns.</p><p>• Participate in investigations related to nonconformance issues and support root cause and corrective action activities as needed.</p><p>• Maintain organized and accurate quality paperwork to support traceability, compliance, and audit readiness.</p><p>• Complete inspection activities in accordance with established procedures, specifications, and customer expectations.</p><p>• Obtain any required customer approvals or certifications needed to carry out inbound and outbound inspection duties.</p><p>• Provide coverage and backup support for other quality team members when priorities shift or additional inspection capacity is needed.</p>
<p><strong>SDET (Automated; Java/Python)</strong></p><p><strong>Location: Hybrid 4x/week in Philadelphia, PA</strong></p><p><strong>Duration: Through 12/31/2026, extensions likely</strong></p><p><br></p><p>This senior-level Software Development Engineer in Test (SDET) role focuses on designing, building, and maintaining automated testing solutions that support high-volume consumer technology platforms. The position works closely with engineering teams in a distributed global environment and emphasizes strong coding skills, automation expertise, CI/CD integration, and AI-assisted testing practices. The ideal candidate brings a blend of software development and quality engineering experience, with the ability to contribute to both automated and functional testing efforts.</p><p><br></p><p><strong>Responsibilities</strong>:</p><ul><li>Build, maintain, and enhance automated test frameworks and test scripts</li><li>Execute both functional and automated testing across device and platform applications</li><li>Develop and support automation solutions using modern testing frameworks and scripting languages</li><li>Collaborate with engineering and QA teams across globally distributed environments</li><li>Participate in development-related activities and partner closely with software engineers</li><li>Integrate automated testing into CI/CD and deployment pipelines</li><li>Leverage AI tools and workflows to improve testing and engineering efficiency</li><li>Troubleshoot defects, test failures, and release-related issues</li><li>Support software releases and contribute to product quality, stability, and faster delivery cycles</li></ul>
<p><strong>Quality Assurance Analyst (SDET) III – Contract</strong></p><p><strong>Employment Type:</strong> 38 Week Contract, Potential for Extension</p><p><strong>Location:</strong> <em>Philadelphia, PA (Hybrid 4x onsite weekly) </em></p><p><strong>Pay: </strong>Available on W2</p><p><strong>Overview</strong></p><p>We are seeking an experienced <strong>Quality Assurance Analyst (SDET) III</strong> to support automated testing, QA strategy, and high‑quality software delivery within a collaborative Agile environment. This role is ideal for a hands‑on QA professional with deep experience in test automation, Python scripting, Java QA, API testing, and continuous integration tools.</p><p><strong>Key Responsibilities</strong></p><ul><li>Establish testing milestones, monitor progress, identify delivery risks, and drive mitigation strategies.</li><li>Develop and execute test cases, use cases, and automated scripts using Python for Java middleware development.</li><li>Test RESTful services, JSON payloads, and APIs; work with tools such as Jenkins, Splunk, Swagger, and other CI/CD systems.</li><li>Define and execute business scenarios that align with real-world operational needs.</li><li>Track and report quality assurance metrics (defects, defect counts, test results, and overall test status).</li><li>Collect and analyze data to support software process improvements and incorporate enhancements into broader business workflows.</li><li>Create and execute formal test plans; perform test planning, test case writing, test automation, and manual/automated test execution.</li><li>Document defects, support troubleshooting, and assist in resolution efforts.</li><li>Provide training and act as an internal quality consultant for technical teams.</li><li>Conduct quality audits across IT teams to ensure adherence to established quality standards, processes, and methodologies.</li></ul>
<p>We are looking for a Level 2 QA Analyst to support privacy and website compliance initiatives in Southern California. This is a Long-term Contract position focused on ensuring applications, workflows, and data-handling practices align with regulatory expectations and internal quality standards. The role works closely with business, legal, compliance, and technology stakeholders to assess requirements, coordinate testing efforts, and confirm that privacy-focused solutions are delivered accurately and reliably.</p><p><br></p><p>Responsibilities:</p><p>• Build and carry out test strategies, test plans, and detailed test cases to evaluate privacy-related business and system requirements.</p><p>• Verify that consent management processes, data subject request workflows, and handling of sensitive information function as intended and meet compliance expectations.</p><p>• Perform functional, integration, and user acceptance testing for website and privacy compliance initiatives, documenting outcomes clearly.</p><p>• Record, prioritize, and monitor defects through resolution while partnering with cross-functional teams to address root causes and retesting needs.</p><p>• Produce QA artifacts such as traceability matrices, validation reports, test evidence, and defect summaries to support compliance reviews and audit readiness.</p><p>• Maintain end-to-end traceability between requirements, test scenarios, execution results, and final validation status.</p><p>• Review business and regulatory requirements to identify gaps, improve testability, and confirm complete test coverage.</p><p>• Communicate testing progress, quality risks, compliance concerns, and critical issues to stakeholders, including recommendations for mitigation.</p><p>• Assess opportunities to strengthen QA processes, reporting practices, and repeatable automation for compliance-focused testing activities.</p>
<p>We are looking for a QA Analyst to support the testing of connected vehicle platforms, digital products, and mobile IoT applications. This role will be responsible for validating customer-facing applications and services across vehicle platforms, ensuring quality throughout the software development lifecycle for both new product development and in-market support initiatives.</p><p>The ideal candidate will have strong experience in software testing, system analysis, mobile application testing, and defect management within Agile environments. This position requires collaboration with cross-functional teams to identify issues, validate solutions, and ensure seamless performance of connected vehicle technologies and digital experiences.</p><p><br></p><p><strong>Key Responsibilities:</strong></p><p>· Test connected vehicle platforms, digital products, mobile applications, and IoT services across vehicle programs and releases.</p><p>· Execute functional, integration, regression, and end-to-end testing activities for web, mobile, and embedded systems.</p><p>· Analyze system requirements, business requirements, and data flows to develop effective test strategies and test cases.</p><p>· Identify, document, track, and validate defects using Jira and related defect management tools.</p><p>· Support software releases within CI/CD environments and validate deployments across multiple testing stages.</p><p>· Perform mobile application testing for both iOS and Android platforms.</p><p>· Collaborate with development, product, engineering, and business stakeholders across multiple teams and regions.</p><p>· Support API and database validation activities to ensure data accuracy and system reliability.</p><p>· Participate in Agile ceremonies and contribute to continuous quality improvement initiatives.</p>
<p>We are looking for a detail-oriented <strong>Quality Inspector </strong>to join a <strong>manufacturing </strong>team <strong>onsite in Ballston Spa, New York. </strong>This contract opportunity with permanent potential is suited for someone who can uphold product quality across incoming, in-process, and final inspections while partnering closely with production to address issues quickly and effectively. The role requires sound judgment, strong documentation habits, openness and ability to learn new processes, interpret technical information in a fast-paced manufacturing environment with team-driven soft skills.</p><p><br></p><p><strong>Responsibilities:</strong></p><p>• Carry out inspections and verification activities at multiple stages of production to confirm products meet defined quality expectations.</p><p>• Evaluate incoming materials, work-in-progress items, and completed units using approved methods, measurement tools, and technical documentation.</p><p>• Monitor manufacturing activity on the floor, perform routine line assessments, and address quality concerns as they arise during the shift.</p><p>• Record inspection outcomes, test data, and product traceability details with accuracy to support compliance and reporting needs.</p><p>• Interpret drawings, specifications, and established procedures to make informed decisions on product acceptance or rejection.</p><p>• Provide day-to-day guidance to production and inspection personnel on quality standards, print interpretation, and inspection-related questions.</p><p>• Support the control of nonconforming material by assisting with investigations, disposition activities, and escalation of issues when risk or customer impact is involved.</p><p>• Contribute to audit readiness by maintaining organized quality records, supporting calibration tracking activities, and participating in customer or third-party audit support.</p><p>• Promote a safe, quality-focused work environment and assist with ongoing process improvement efforts across manufacturing operations.</p>
<p>We are looking for a Quality Control Manager to lead and strengthen the quality assurance program supporting mortgage servicing operations in the Northwest suburbs of Chicago Illinois. This role will shape review standards, evaluate borrower and client interactions, and translate findings into practical improvements that elevate service, compliance, and operational consistency. The position also works closely with leadership and cross-functional teams to identify risk patterns, support corrective action plans, and enhance the overall customer experience.</p><p><br></p><p>Responsibilities:</p><p>• Build, manage, and refine a quality assurance framework for customer-facing mortgage servicing functions, with a strong focus on call reviews and service consistency.</p><p>• Evaluate recorded borrower and client communications to measure professionalism, accuracy, policy adherence, and regulatory compliance.</p><p>• Create and maintain scorecards, review criteria, and testing approaches that support fair and effective quality evaluations across teams.</p><p>• Examine complaint activity, customer feedback, and performance data to uncover recurring issues, service gaps, and opportunities for improvement.</p><p>• Recommend and help implement actions that improve borrower satisfaction, strengthen first-contact resolution, and raise overall service standards.</p><p>• Work with Compliance and operational leaders to ensure monitoring practices reflect current regulatory requirements, client expectations, and emerging risk areas.</p><p>• Oversee remediation tracking by confirming that identified deficiencies are addressed and corrective actions are completed effectively.</p><p>• Prepare reporting for leadership that summarizes quality trends, key metrics, risk observations, and performance insights.</p><p>• Coach managers and team members on review outcomes and contribute to training initiatives based on quality results and operational trends.</p><p>• Partner with departments including Customer Service, Cashiering, Tax and Insurance, Loan Administration, and Investor Services to resolve escalations and improve borrower outcomes.</p>
<p><em>The salary range for this position is $80,000 - $85,000 plus bonus, and it comes with benefits, including medical, vision, dental, life, and disability insurance. To apply to this hybrid role please send your resume to [email protected].</em></p><p><br></p><p>The #1 thing on everyone's mind right now: ‘Where can I find a fresh start?’. NOTE: This position is a career-fast-track opportunity. Whoever fills this role is expected to be promoted quickly. </p><p><br></p><p><b><u>Job Description:</u></b></p><p>• Develop, administer, and continuously improve the call monitoring and quality assurance program. </p><p>• Review recorded customer and client interactions to assess service quality, professionalism, accuracy, compliance, and adherence to company standards. </p><p>• Develop, maintain, and periodically update quality scorecards, evaluation criteria, and testing methodologies for customer-facing teams. </p><p>• Analyze customer experience trends, borrower feedback, complaint data, and quality review findings to identify opportunities for service improvements. </p><p>• Develop recommendations that enhance customer satisfaction, first-call resolution, and overall service quality. </p><p>• Monitor borrower complaints, escalation trends, and customer dissatisfaction indicators to identify root causes and recommend corrective actions. </p><p>• Monitor customer interactions for compliance with CFPB servicing regulations, RESPA, FDCPA, FCRA, UDAAP, SCRA, and applicable client requirements. </p><p>• Partner with Compliance to ensure quality reviews align with regulatory expectations and emerging risks. </p><p>• Track remediation efforts and validate corrective actions to ensure deficiencies are effectively addressed. </p><p>• Prepare and present quality assurance reports, trend analyses, risk assessments, and performance metrics to management and executive leadership. </p>
<p>Quality Assurance Coordinator</p><p>Position Summary</p><p>The Quality Assurance Coordinator is responsible for supporting customer quality assurance programs through documentation management, regulatory compliance, supplier coordination, and quality systems administration. This role serves as a key liaison between customers, suppliers, and internal teams to ensure product documentation is accurate, compliant, and completed on time. The ideal candidate is highly organized, detail-oriented, and enjoys managing multiple projects in a fast-paced food manufacturing environment.</p><p>Essential Responsibilities</p><p>Customer QA Platform Management (50%)</p><ul><li>Maintain and update customer web-based quality assurance platforms by uploading product specifications, technical documentation, certifications, and regulatory records.</li><li>Ensure customer portals remain current, accurate, and compliant with customer requirements and internal quality standards.</li><li>Coordinate with domestic and international suppliers to obtain required documentation and certifications.</li><li>Communicate project timelines, documentation requirements, and deadlines to suppliers and internal stakeholders.</li><li>Monitor outstanding documentation requests and proactively follow up to ensure timely completion.</li><li>Escalate delays or documentation issues to Quality Assurance leadership as needed.</li></ul><p>Documentation & Administrative Support (20%)</p><ul><li>Review and organize supplier technical documentation for completeness and accuracy.</li><li>Assist with maintaining product specifications and supporting documentation for new and existing products.</li><li>Coordinate updates to technical documentation to align with FDA regulations, customer requirements, and company quality standards.</li><li>Support documentation related to HACCP, FSMA, MSC, ASC, BAP, and other applicable food safety programs.</li><li>Maintain organized electronic records and quality documentation.</li></ul><p>SAP & Quality Systems Support (10%)</p><ul><li>Perform QA-related SAP transactions including batch reviews, quality holds, and product release activities.</li><li>Verify product traceability information and maintain accurate system records.</li><li>Support quality data entry and system updates to ensure inventory and quality information remains accurate.</li></ul><p>Test Kitchen & Product Sample Support (5%)</p><ul><li>Assist with receiving, organizing, and evaluating product samples.</li><li>Conduct basic product inspections for seafood and value-added products.</li><li>Maintain cleanliness, organization, and inventory of the test kitchen and sample storage areas.</li></ul><p>Continuous Improvement & Special Projects (10%)</p><ul><li>Participate in quality improvement initiatives to enhance documentation processes and operational efficiency.</li><li>Assist with special projects, audits, and quality-related assignments as needed.</li></ul><p>Team Support (5%)</p><ul><li>Provide administrative and documentation support to the Quality Assurance team during vacations, absences, or peak workloads.</li><li>Cross-train on departmental processes to ensure continuity of quality documentation and project workflows.</li></ul><p><br></p>
We are looking for an experienced MDM Data Quality & Cleansing Specialist to join our team in Wayne, Pennsylvania. In this role, you will play an integral part in ensuring the accuracy, consistency, and reliability of master data across various domains within a manufacturing environment. This is a long-term contract position that requires someone with strong attention to detail and expertise in Master Data Management and data governance principles.<br><br>Responsibilities:<br>• Research and resolve fallout records resulting from match and merge processes, ensuring compliance with established business rules.<br>• Perform detailed data cleansing activities including standardization, deduplication, and formatting corrections to maintain data quality.<br>• Validate data survivorship outcomes to ensure they meet stewardship and governance expectations.<br>• Conduct root cause analysis to identify and address recurring data exceptions.<br>• Collaborate with data governance teams, business stakeholders, and operations personnel to resolve complex data issues.<br>• Monitor data quality dashboards and exception reports to proactively identify and address inconsistencies.<br>• Execute bulk data updates and corrections in adherence to change control protocols.<br>• Document remediation decisions and maintain audit trails to support compliance and governance standards.<br>• Escalate policy-related or complex data issues to appropriate teams for resolution.<br>• Support ongoing stewardship processes by contributing to the development and refinement of data governance frameworks.