Senior Practice Manager/IT Auditing 360 Advanced Cybersecurity, LLCSenior Practice Manager/IT AuditingSt. Petersburg, FLThe primary duties include planning and performing cybersecurity and compliance assessment services; managing projects and overseeing staff; and participating in all other functions associated with the management of the cybersecurity professional services practice. Manage projects, teams, and clients related to our service offerings (SOC reporting, PCI, HIPAA, ISO 27000, NIST 800-53/171, HITRUST, Vendor Privacy Assurance, GDPR and various other risk-based projects).
Pharmacy Auditor - Payment Integrity Complex and Clinical Audit Elevance Health IncPharmacy Auditor - Payment Integrity Complex and Clinical AuditTampa, FLIdentifies potential documentation and coding errors by recognizing aberrant coding and documentation patterns such as inappropriate units, excessive units, inappropriate or missing modifiers, excessive frequency, payments allowed in excess of the contract, excessive waste, equipment rentals that exceed the units billed. The Pharmacy Auditor will be responsible for screening, selecting, and auditing high cost drug (HCD), home infusion therapy (HIT), dialysis, and durable medical equipment (DME) claims to ensure they are billed accurately to the medical benefit.
Senior Audit Associate (Client Service) Doeren Mayhew CPAs and AdvisorsSenior Audit Associate (Client Service)Tampa, FLThe role serves as a trusted advisor to clients, exercises professional judgment on accounting and assurance matters, supports engagement quality and profitability objectives, and contributes to employee development through coaching, mentoring, and leadership. Plan and manage smaller engagements or sections of the audit; ensuring that projects are at or below budget (i.e. communicating with associates on scheduling issues or delays, mitigating excessive billable hours posted to WIP.
Global Internal Audit Governance Learning & Development, Vice President Mitsubishi UFJ Financial GroupGlobal Internal Audit Governance Learning & Development, Vice PresidentTampa, FloridaThe Global Internal Audit Governance Learning & Development (L&D) Vice President sits within the Global Internal Audit Workforce Management (WFM) team and serves as the subject‑matter expert for Global Internal Audit Methodology, Core Audit Skills, and related enabling technologies. Additionally, our Total Rewards program provides colleagues with a competitive benefits package (in accordance with the eligibility requirements and respective terms of each) that includes comprehensive health and wellness benefits, retirement plans, educational assistance and training programs, income replacement for qualified employees with disabilities, paid maternity and parental bonding leave, and paid vacation, sick days, and holidays.
NewDirector of Internal Audit AMIKIDSDirector of Internal AuditTampa, FLWorking knowledge of Microsoft Office software (Excel, Word, PowerPoint).May be required to obtain and maintain appropriate crisis intervention and physical restraint training and certification as defined by state requirements. Attend required training/professional development events and maintain appropriate certification(s) and license(s).Assist with special projects and other duties as assigned.
Director of Internal Audit AMIKids Inc Home OfficeDirector of Internal AuditTampa, FLPart timeBachelor’s degree in accounting, finance, or related field, Certified Public Account or Certified Internal Auditor, Minimum of six (6) years of progressively responsible professional level audit experience, Experience in Not for Profit accounting/auditing preferred, Minimum of five (5) years supervisory experience, Working knowledge of Microsoft Office software (Excel, Word, PowerPoint), May be required to obtain and maintain appropriate crisis intervention and physical restraint training and certification as defined by state requirements, May be required to obtain and maintain current CPR and First Aid Certification by nationally recognized organization. The role of the Director of Internal Audit is to oversee and direct the activities of the Internal Audit Department.
Global Internal Audit Governance Learning & Development, Vice President MUFG Americas Holdings CorpGlobal Internal Audit Governance Learning & Development, Vice PresidentTampa, FL$133,000–$172,000 / yearThe Global Internal Audit Governance Learning & Development (L&D) Vice President sits within the Global Internal Audit Workforce Management (WFM) team and serves as the subject‑matter expert for Global Internal Audit Methodology, Core Audit Skills, and related enabling technologies. Additionally, our Total Rewards program provides colleagues with a competitive benefits package (in accordance with the eligibility requirements and respective terms of each) that includes comprehensive health and wellness benefits, retirement plans, educational assistance and training programs, income replacement for qualified employees with disabilities, paid maternity and parental bonding leave, and paid vacation, sick days, and holidays.
NewAudit Senior Kerkering BarberioAudit SeniorTampa, FLRequired Education: Bachelor's in accounting or related fieldRequired Experience: 3 years progressive experience in public accountingLicense/Certification: CPA preferredWorking Requirements Frequent same day travel for work at client's offices, meetings and seminars using a personal vehicle. Pursues continuing professional education and upgrading of accounting skills, including attending CPE, reading national, professional, and local business journals and publications, staying familiar with pronouncements from the IRS, Congress, the AICPA, etc.
Audit Senior | RightWorksAudit SeniorTampa, FloridaRemoteWe are a highly reputable accounting firm seeking a skilled Audit Senior to lead our team in the Tampa, Florida, area. We offer a competitive compensation package, including a comprehensive benefits package and opportunities for growth and advancement within the firm.
Regional Director of Financial Operations Audit Brown & Brown IncRegional Director of Financial Operations AuditTampa, FLReview draft and final audit reports and ensure issuance to relevant parties; communicate results with appropriate business stakeholders. Brown & Brown is seeking a Regional Director of Financial Operations Audit to join our growing team in Tampa, FL!
Audit Senior Accountant LutzAudit Senior AccountantLutz, FloridaFormal Mentor Program | Continuing Education | Leadership Development Program | CPA Exam Fee Reimbursement | CPA Review Course Support | Professional Memberships | Semi-annual Performance Evaluations | Advancement Opportunities | Certification/Professional License Support. Comprehensive Medical, Vision, & Dental Insurance | Healthcare and Dependent Care Flex Spending Accounts | Health Savings Account | Short-term and Long-term Disability Insurance | Life Insurance | Company Wellness Events | Employee Assistance Program.
Senior Audit Associate (Client Service) Doeren Mayhew & Co., P.CSenior Audit Associate (Client Service)Tampa, FLThe role serves as a trusted advisor to clients, exercises professional judgment on accounting and assurance matters, supports engagement quality and profitability objectives, and contributes to employee development through coaching, mentoring, and leadership. Plan and manage smaller engagements or sections of the audit; ensuring that projects are at or below budget (i.e. communicating with associates on scheduling issues or delays, mitigating excessive billable hours posted to WIP.
Director of Internal Audit AMIKIDS, INC.Director of Internal AuditTampa, FLBachelors degree in accounting, finance, or related field, Certified Public Account or Certified Internal Auditor, Minimum of six (6) years of progressively responsible professional level audit experience, Experience in Not for Profit accounting/auditing preferred, Minimum of five (5) years supervisory experience, Working knowledge of Microsoft Office software (Excel, Word, PowerPoint). The role of the Director of Internal Audit is to oversee and direct the activities of the Internal Audit Department.
NewSenior Audit Lead Hybrid, CPA-Path, Growth Rivero, Gordimer & CompanySenior Audit Lead Hybrid, CPA-Path, GrowthTampa, FLA prominent auditing firm in Tampa, FL, is seeking dynamic individuals to join their audit team. A competitive salary and hybrid work schedule are offered, along with numerous benefits like paid CPE and health insurance.#J-18808-Ljbffr.
NewAudit Intern - Spring 2027 (Tampa, FL) Carr Riggs & IngramAudit Intern - Spring 2027 (Tampa, FL)Tampa, FLWe are dedicated to uniting your professional passions with your individual personal pursuits, creating an empowered workplace for everyone-from interns and admins to staff accountants and future partners. Clients trust CRI as a dedicated partner who understands their unique needs and ensures support at every step.
Internal Audit Manager Elevance Health IncInternal Audit ManagerTampa, FLMinimum Requirements: Requires a BA/BS in Accounting, Auditing, Finance or related field and a minimum of 5 years related experience; or 4 years in public accounting (e.g., Big Four firm); or any combination of education and experience, which would provide an equivalent background. Leverage data analytics, automation, AI-enabled tools, and GRC platforms, where appropriate, to improve audit efficiency, insight generation, reporting quality, and overall value delivery, while adhering to company policy and responsible use expectations.
Financial Audit Product Owner/BA Infosys LtdFinancial Audit Product Owner/BATampa, FL2248235No5439237910.00.007/15/2026Financial Audit Product Owner/BAIn the assigned Job Role of Domain Consultant 3, your Area Of Responsibility will be as below: Perform business analysis projects using advanced techniques (e.g., predictive analytics, scenario modelling) to identify strategic opportunities within the domain, influencing long-term decisions and value chain optimization. You''ll have the opportunity to work on transformative projects that shape the future of these critical industries, collaborate with industry experts, and develop resilient strategies that respond to change and seize new opportunities.
Senior Auditor - IT Audit Focus Seacoast National BankSenior Auditor - IT Audit FocusTampa, FLThe Senior Auditor - IT Audit Focus participates in all critical aspects of delivering independent audit assurance services to Company stakeholders and the Board of Directors, with a primary emphasis on information technology, cybersecurity, and technology-enabled business processes. Identify key risks within the Bank's technology environments, including IT general controls (access, change management, operations), cybersecurity, system availability, and data integrity, and evaluate appropriate controls to mitigate those risks.
Senior Audit Associate Spartan PlacementsSenior Audit AssociateTampa, FloridaMulti-industry experience a plus (construction, manufacturing, small business, healthcare, technology, non-profit, government, benefit plans, etc.). Minimum of a bachelor’s degree in accounting with significant progress toward completing the CPA exam.
Audit Senior Associate CBIZ IncAudit Senior AssociateFLWith industry knowledge and expertise in accounting, tax, advisory, benefits, insurance, and technology, CBIZ delivers actionable insights to help clients anticipate what is next and discover new ways to accelerate growth. CBIZ CPAs is an independent CPA firm that provides audit, review and attest services, while CBIZ provides business consulting, tax and financial services.
Audit Manager I (US) The Toronto-Dominion BankAudit Manager I (US)FLJob Description: Depth & Scope: Generally leads a team focused on assigned audit and generally assumes the lead position on the audit, providing supervision and assignments to team members as Auditor In Charge as well as reviewing work papers completed by staff and drafting audit report. Total Rewards at TD includes base salary and variable compensation/incentive awards (e.g., eligibility for cash and/or equity incentive awards, generally through participation in an incentive plan) and several other key plans such as health and well-being benefits, savings and retirement programs, paid time off (including Vacation PTO, Flex PTO, and Holiday PTO), banking benefits and discounts, career development, and reward and recognition.
Audit Manager II (US) - Financial Crimes - BAU & Regulatory Issue Validation The Toronto-Dominion BankAudit Manager II (US) - Financial Crimes - BAU & Regulatory Issue ValidationTampa, FL$92,220–$149,310 / yearShareholder Accountabilities: Adheres to internal policies / procedures, enterprise frameworks and methodologies and applicable regulatory guidelines, contributes to the review of internal processes and activities and assists in identifying control weaknesses / failures, potential opportunities to improve operational efficiencies for their business area. Total Rewards at TD includes base salary and variable compensation/incentive awards (e.g., eligibility for cash and/or equity incentive awards, generally through participation in an incentive plan) and several other key plans such as health and well-being benefits, savings and retirement programs, paid time off (including Vacation PTO, Flex PTO, and Holiday PTO), banking benefits and discounts, career development, and reward and recognition.
Audit Manager (Hybrid) NorthPoint Search GroupAudit Manager (Hybrid)Tampa, FLFull timePosition Overview: We are seeking a highly motivated Audit Manager to join the Tampa practice, offering visibility, leadership opportunities, and exposure to exceptional clients across multiple industries. Why: To support a growing practice by providing technical excellence, team leadership, and outstanding client service in a dynamic, fast-paced environment.
NewSenior SOX & Internal Audit Risk Advisor JobtailorSenior SOX & Internal Audit Risk AdvisorTampa, FLJobtailor is seeking a qualified internal audit professional to contribute to multiple engagements for public and private clients. Travel to client sites is required to support engagements and risk mitigation.#J-18808-Ljbffr.
Director of Internal Audit AMIkids CareersDirector of Internal AuditTampa, FloridaBachelor’s degree in accounting, finance, or related field, Certified Public Account or Certified Internal Auditor, Minimum of six (6) years of progressively responsible professional level audit experience, Experience in Not for Profit accounting/auditing preferred, Minimum of five (5) years supervisory experience, Working knowledge of Microsoft Office software (Excel, Word, PowerPoint), May be required to obtain and maintain appropriate crisis intervention and physical restraint training and certification as defined by state requirements, May be required to obtain and maintain current CPR and First Aid Certification by nationally recognized organization. The role of the Director of Internal Audit is to oversee and direct the activities of the Internal Audit Department.
Premium Audit Administrative Clerk Frank Winston Crum InsurancePremium Audit Administrative ClerkClearwater, FLFull timeFrankCrum, a family-owned business-to-business entity since 1981 made of several companies: FrankCrum Corporate (a professional employer organization), FrankCrum Staffing, Frank Winston Crum Insurance Company, and the FrankCrum Insurance Agency - all based in Clearwater, Florida. Two (2) years of experience performing high-volume data entry, fielding premium audit phone calls, emails, requests for reopens and explaining the premium audit worksheets is needed.
SEC Audit Senior Manager (Hybrid) Cherry Bekaert LLPSEC Audit Senior Manager (Hybrid)Tampa, FLWhat you need for this role: An ideal fit for our firm displays a passion for superior client service, uncompromising integrity, excellent project management abilities, and leadership skills. Ranked among the largest accounting and consulting firms in the country, Cherry Bekaert LLP delivers innovative and sophisticated assurance, advisory, and tax services to our clients.
NewRemote Finance Audit Expert Training Content Lead LearnSmartRemote Finance Audit Expert Training Content LeadTampa, FLRemoteLearnSmart seeks Finance/Accounting Subject Matter Experts for developing an Auditing Essentials video training series. The role involves creating lecture scripts, PowerPoint materials, and assessments to provide in-depth expertise.
Mgr III - Internal Audit PODS Enterprises, LLCMgr III - Internal AuditClearwater, FLFull timeAudit Coordination & Enablement: Coordinate and support audit activities performed by cross-functional partners, including influencing, training, and alignment on audit approach, and consolidating results into clear, consistent, and actionable reporting. Operational Audit Oversight: Lead operational audits in a decentralized environment (e.g., inventory controls, compliance, field execution), while assessing effectiveness and identifying opportunities to increase impact.
Audit Senior (Hybrid) NorthPoint Search GroupAudit Senior (Hybrid)Tampa, FLFull timePosition Overview: We are seeking an Audit Senior to support and lead audit engagements through planning, execution, staff oversight, technical research, financial statement review, and client communication, all within a dynamic and growth-oriented practice. What: Lead audit procedures, guide staff, develop audit approaches, review complex transactions, and support engagement execution with high-quality client communication.
AUDIT MANAGER for a great firm! GpacAUDIT MANAGER for a great firm!Tampa, FL95000–130000GPAC (Growing People and Companies) is an award-winning search firm specializing in placing quality professionals within multiple industries across the United States since 1990. The benefits package includes a competitive salary, which is based on experience (plus discretionary bonus) commensurate with experience, health insurance, vacation/sick pay, retirement plan, and realistic work/life balance.
Manager , Audit & Assurance Growth Deloitte Touche Tohmatsu LtdManager , Audit & Assurance GrowthFL$84,300–$173,300 / yearYou will also help to drive a growth culture mentality within the A&A practice via meeting with and presenting to partners and staff as well as training them on tools, creating reports as needed, and building and maintaining knowledge of your assigned industry(ies) and geography(ies). Be a trusted advisor to the office and growth leaders in your market(s) and serve as a champion of Deloitte's Green Dot mindset by bringing insights, leading practices, and creative thinking to support them in their growth efforts.
COMPUTER AUDIT TECHNICIAN - Brooksville (First Shift, M-F 7am-3:30pm) Inova StaffingCOMPUTER AUDIT TECHNICIAN - Brooksville (First Shift, M-F 7am-3:30pm)Brooksville, FLJob Description:As a Laptop Audit Technician, you will play a crucial role in ensuring the functionality and reliability of laptops. LAPTOP AUDIT TECHNICIAN –BrooksvilleAre you a tech-savvy individual with experience in warehouse or manufacturing settings?
LAPTOP AUDIT TECHNICIAN - Brooksville (M-F 7am-3:30pm) Inova StaffingLAPTOP AUDIT TECHNICIAN - Brooksville (M-F 7am-3:30pm)Brooksville, FLJob Description:As a Laptop Audit Technician, you will play a crucial role in ensuring the functionality and reliability of laptops. LAPTOP AUDIT TECHNICIAN –BrooksvilleAre you a tech-savvy individual with experience in warehouse or manufacturing settings?
DESKTOP AUDIT TECHNICIAN - Brooksville (M-F 7am-3:30pm) Inova StaffingDESKTOP AUDIT TECHNICIAN - Brooksville (M-F 7am-3:30pm)Brooksville, FLJob Description: As a Desktop Audit Technician, you will play a crucial role in ensuring the functionality and reliability of desktops. DESKTOP AUDIT TECHNICIAN – B rooksville Are you a tech-savvy individual with experience in warehouse or manufacturing settings?
Assistant Vice President, Quality and Audit - Power and Energy WSP Global IncAssistant Vice President, Quality and Audit - Power and EnergyFL$106,300–$172,100 / yearUsing insights from audits, project reviews, client feedback, operational trends, and performance data, the Assistant Vice President helps identify opportunities for improvement and supports targeted actions that strengthen execution and client confidence. The Assistant Vice President serves as a key partner to Business Line leadership, project teams, and operational stakeholders by supporting quality planning, governance, assessments, and continuous improvement efforts across the portfolio.
NewGlobal Internal Audit Methodology & L&D Leader Mufg BankGlobal Internal Audit Methodology & L&D LeaderTampa, FL$133,000–$172,000 / yearA global financial services firm in Tampa seeks a Vice President for Global Internal Audit Governance Learning & Development. Candidates should have a minimum of 10 years in audit roles, strong project and stakeholder management skills, and an analytical mindset.
NewAudit Senior - Tampa Cherry Bekaert LLPAudit Senior - TampaTampa, FLIn addition, we offer a comprehensive, high-quality benefits program which includes annual bonus, medical, dental, and vision care; disability and life insurance; generous Paid Time Off; retirement plans; Paid Care Leave; and other programs that are dedicated to enhancing your personal and work life and providing you and your family with a measure of financial protection. What you bring to the role: An ideal fit for our firm displays a passion for superior client service, uncompromising integrity, excellent project management abilities, and leadership skills.
Audit Senior (Tampa) - Hybrid Cherry Bekaert LLPAudit Senior (Tampa) - HybridTampa, FLIn addition, we offer a comprehensive, high-quality benefits program which includes annual bonus, medical, dental, and vision care; disability and life insurance; generous Paid Time Off; retirement plans; Paid Care Leave; and other programs that are dedicated to enhancing your personal and work life and providing you and your family with a measure of financial protection. What you bring to the role: An ideal fit for our firm displays a passion for superior client service, uncompromising integrity, excellent project management abilities, and leadership skills.
NewCPA-Ready Audit Associate: Grow Your Career Forvis Mazars, LLPCPA-Ready Audit Associate: Grow Your CareerTampa, FLCandidates must be eligible to sit for the CPA exam and possess a bachelor's degree with a minimum GPA of 3.0.This role offers a unique chance to grow within the firm while receiving guidance from experienced staff and management. The role involves completing audit tests, reconciling accounts, and interacting with clients to enhance their experience.
Experienced Senior, Global Statutory Audit BDO USA PCExperienced Senior, Global Statutory AuditFL$85,500–$102,500 / yearThe team focuses on delivering international statutory audits for large, complex organizations, who operate cross-border and often have a shared service center model, thereby also making this a great role in which to improve project management, communication, and people skills. The annual allocation to the ESOP is fully funded by BDO through investments in company stock and grants employees the chance to grow their wealth over time as their shares vest and grow in value with the firm's success, with no employee contributions.
AVP, Audit Execution Analytics Mitsubishi UFJ Financial GroupAVP, Audit Execution AnalyticsTampa, FloridaProfessional certifications related to data analytics, data science and/or audit are preferred, such as Google Data Analytics Professional Certificate, IBM Data Analyst Professional Certificate, Microsoft Certified: Power BI Data Analyst Associate, Tableau Desktop Specialist, AWS Certified Data Analytics, Azure Data Scientist Associate, Alteryx Designer Core Certification, CIA, CISA, CPA, or CFSA. Additionally, our Total Rewards program provides colleagues with a competitive benefits package (in accordance with the eligibility requirements and respective terms of each) that includes comprehensive health and wellness benefits, retirement plans, educational assistance and training programs, income replacement for qualified employees with disabilities, paid maternity and parental bonding leave, and paid vacation, sick days, and holidays.
NewAudit & Assurance Associate - Fall 2026 Grant Thornton InternationalAudit & Assurance Associate - Fall 2026Tampa, FLQUALIFICATIONS Bachelor's or Master's degree in AccountingMinimum major and overall GPA of 3.0/4.0 preferredCompletion of necessary education hours to eligible for CPA licensure, if required in the state where the position will be locatedThe willingness and ability to work additional hours, as needed, and travel to various client sitesExcellent analytical, communication (written and verbal), and interpersonal skillsStrong technical aptitude and skillsetDemonstrated project management skillset including project planning and time managementAbility to work efficiently and effectively in a complex team environmentAbility to travel on short notice. In the U.S., Grant Thornton delivers professional services through two specialized entities: Grant Thornton LLP, a licensed, certified public accounting (CPA) firm that provides audit and assurance services — and Grant Thornton Advisors LLC (not a licensed CPA firm), which exclusively provides non-attest offerings, including tax and advisory services.
NewAudit Intern Fall 2027 Rivero, Gordimer and CompanyAudit Intern Fall 2027Tampa, FLOur deeply engaged leadership works with staff at all levels to ensure that their individual career aspirations are supported. We are looking for dynamic individuals to join our audit team and make a real impact.
Audit Associate GpacAudit AssociateTampa, FL60000–70000GPAC (Growing People and Companies) is an award-winning search firm specializing in placing quality professionals within multiple industries across the United States since 1990. We are extremely competitive, client-focused and realize that our value is in our ability to deliver the right solutions at the right time.
Audit Senior Wanted! GpacAudit Senior Wanted!Tampa, FL75000–90000GPAC (Growing People and Companies) is an award-winning search firm specializing in placing quality professionals within multiple industries across the United States since 1990. We are extremely competitive, client-focused and realize that our value is in our ability to deliver the right solutions at the right time.
AVP, Audit Execution Analytics MUFG Americas Holdings CorpAVP, Audit Execution AnalyticsTampa, FL$106,000–$130,000 / yearProfessional certifications related to data analytics, data science and/or audit are preferred, such as Google Data Analytics Professional Certificate, IBM Data Analyst Professional Certificate, Microsoft Certified: Power BI Data Analyst Associate, Tableau Desktop Specialist, AWS Certified Data Analytics, Azure Data Scientist Associate, Alteryx Designer Core Certification, CIA, CISA, CPA, or CFSA. Additionally, our Total Rewards program provides colleagues with a competitive benefits package (in accordance with the eligibility requirements and respective terms of each) that includes comprehensive health and wellness benefits, retirement plans, educational assistance and training programs, income replacement for qualified employees with disabilities, paid maternity and parental bonding leave, and paid vacation, sick days, and holidays.
NewAudit Senior - Tampa Cherry Bekaert AdvisoryAudit Senior - TampaTampa, FloridaIn addition, we offer a comprehensive, high-quality benefits program which includes annual bonus, medical, dental, and vision care; disability and life insurance; generous Paid Time Off; retirement plans; Paid Care Leave; and other programs that are dedicated to enhancing your personal and work life and providing you and your family with a measure of financial protection. Individual salaries within this range are determined by a variety of factors including but not limited to the role, function and associated responsibilities, a candidate’s work experience, education, knowledge, skills, and geographic location.
Audit Senior (Tampa) Cherry Bekaert AdvisoryAudit Senior (Tampa)Tampa, FloridaIn addition, we offer a comprehensive, high-quality benefits program which includes annual bonus, medical, dental, and vision care; disability and life insurance; generous Paid Time Off; retirement plans; Paid Care Leave; and other programs that are dedicated to enhancing your personal and work life and providing you and your family with a measure of financial protection. Individual salaries within this range are determined by a variety of factors including but not limited to the role, function and associated responsibilities, a candidate’s work experience, education, knowledge, skills, and geographic location.
Premium Audit Expert (Part-Time Product Consultant) TrustLayerPremium Audit Expert (Part-Time Product Consultant)Tampa, FloridaHelping us evaluate carrier and TPA partnership opportunities and sanity check our positioning against incumbents like Overland Solutions, EXL, and internal carrier audit teams. Surprise additional premiums, fights over independent contractor classification, manual subcontractor evidence gathering, and slow disputes are all friction points we already see show up in our existing data.