April 2026 | Employment & Labor Practice Group
Worker classification is one of the most consequential and frequently litigated areas of employment law facing American businesses today. At its core, classification determines which legal framework applies to a working relationship — and getting it wrong exposes employers to a cascade of liability that can threaten the financial health of even well-run organizations. Businesses across every industry, from technology startups relying on gig workers to established manufacturers using overtime-intensive production staff, face overlapping and sometimes conflicting rules that govern how workers must be classified, compensated, and treated under the law.
This article addresses the two most significant classification risks that employment counsel encounter: first, whether a worker is properly treated as an independent contractor or must instead be recognized as an employee; and second, whether employees who are classified as exempt from overtime pay truly satisfy the legal requirements for that status, or whether they should instead be treated as nonexempt and entitled to time-and-a-half pay. Both questions are governed by a patchwork of federal and state laws that do not always point in the same direction, and both carry serious financial and legal consequences when an employer gets the analysis wrong.
Enforcement has intensified in recent years. The U.S. Department of Labor (DOL), the Internal Revenue Service (IRS), and state labor agencies have all increased audit activity and investigative resources devoted to misclassification. Private plaintiffs — frequently organized in collective or class actions — represent an equally potent enforcement mechanism. The combination of government scrutiny and private litigation has made worker classification a front-burner concern for every business with a non-trivial workforce.
Part I: Independent Contractor vs. Employee
The Stakes
The consequences of misclassifying an employee as an independent contractor are severe and multidimensional. An employer that improperly treats a worker as a contractor avoids a long list of legal obligations: it does not pay the employer’s share of FICA taxes, does not withhold income taxes, does not provide workers’ compensation coverage, does not extend unemployment insurance, and sidesteps the full range of employee benefits — health insurance, retirement contributions, paid leave, and more. When a misclassification is discovered, all of those avoided obligations become retroactive liabilities, often with interest and penalties on top.
Beyond unpaid taxes and benefits, misclassification triggers potential liability under federal and state wage-and-hour laws for unpaid minimum wages and overtime. It can also give rise to claims under the National Labor Relations Act (NLRA), the Family and Medical Leave Act (FMLA), Title VII, the Americans with Disabilities Act (ADA), and every other employment statute that applies only to employees. In many states, willful misclassification carries additional civil penalties and, in some cases, criminal exposure for business owners and officers.
Why the Tests Are Difficult: Economic Reality, Not Labels
Perhaps the most important principle in contractor-versus-employee analysis is that no single factor is determinative, and the label the parties give to their relationship is almost entirely irrelevant. Whether a contract says “independent contractor” at the top matters very little. Courts and agencies look past the label and examine the economic and functional reality of the relationship. An independent contractor, in the legal sense, is a worker who operates an independent business and offers services to the general market. A person who works exclusively for one company, uses that company’s tools and equipment, follows detailed instructions on how to perform work, and has no realistic ability to profit or lose based on their own business acumen is almost certainly an employee regardless of what the contract says.
This principle — that economic reality controls — is embedded in federal law through the Fair Labor Standards Act (FLSA), which the Supreme Court has long interpreted to require a “totality of circumstances” economic reality analysis. The same principle is reflected, with variations, in the tax code, state wage statutes, workers’ compensation laws, and unemployment insurance regimes.
The Federal Economic Reality Test
Under federal law, the DOL has historically applied a multi-factor economic reality test to determine whether a worker is an employee or an independent contractor for FLSA purposes. In January 2024, the DOL issued a final rule reinstating the traditional economic reality framework and formally withdrawing a more contractor-friendly rule that had been promulgated in 2021. Under the current federal framework, courts and investigators consider the totality of the working relationship with particular weight given to two “core factors”: (1) the opportunity for profit or loss depending on managerial skill, and (2) the degree of control the potential employer exercises over the work.
In addition to the two core factors, the DOL’s 2024 rule identifies four additional factors that inform the analysis: (3) the amount of skill required for the work; (4) the degree of permanence of the working relationship; (5) whether the work is integral to the potential employer’s business; and (6) whether the worker uses their own equipment and investment. No single factor controls, and the weight given to any factor will depend on the particular facts of the relationship. A worker who sets their own hours and uses their own tools but who performs work that is central to the company’s core product, works exclusively for one company, and has no realistic opportunity to increase their earnings through business acumen is likely an employee under this test.
Separately, the IRS applies its own “common law” test for tax withholding purposes, historically grouped around three broad categories of control: behavioral control (does the company control how the worker does the job?), financial control (does the company control the business aspects of the worker’s job?), and the type of relationship (are there written contracts, employee benefits, permanency, and is the work performed a key aspect of the business?). While the IRS framework overlaps substantially with the DOL’s economic reality analysis, the two are not identical, and a worker could conceivably be an independent contractor for tax purposes while being an employee under the FLSA — though such outcomes are uncommon in practice.
State Tests: The ABC Test and Its Variants
Many states have moved beyond the federal economic reality framework and adopted the ABC test — a significantly stricter standard that makes it considerably harder to properly classify a worker as an independent contractor. California’s AB5, codified as Labor Code § 2775, is the most prominent example, but similar tests apply in Massachusetts, New Jersey, Illinois, and a growing number of other states.
Under the ABC test in its most common form, a worker is presumed to be an employee, and the hiring entity bears the burden of proving all three of the following elements: (A) the worker is free from the control and direction of the hiring entity in connection with the performance of the work, both under the contract and in fact; (B) the worker performs work that is outside the usual course of the hiring entity’s business; and (C) the worker is customarily engaged in an independently established trade, occupation, or business of the same nature as the work performed. Prong B is often the most difficult to satisfy. A ride-sharing company that argues drivers are contractors, for example, must show that driving is outside the usual course of the company’s business — a proposition that strains credulity and has fueled years of litigation in California and elsewhere.
Employers doing business in multiple states must navigate a genuinely complex map. The standard that applies to the contractor-employee question may differ not only from state to state, but also across different legal contexts within the same state. California, for instance, applies the ABC test for wage-and-hour claims but uses a different “Borrelle” or common-law test for certain other purposes. This patchwork requires companies that use independent contractors at any scale to undertake jurisdiction-specific analysis for every state where they operate.
High-Risk Industry Sectors
Certain industries face disproportionate contractor misclassification risk. The gig economy — encompassing app-based delivery, transportation, home services, and freelance digital work — has attracted the most public attention, but the risk is by no means confined to technology-enabled platforms. Construction contractors have long faced aggressive enforcement by state labor agencies, particularly around the use of day laborers and subcontract arrangements. Trucking and logistics companies relying on owner-operators must comply with both state ABC tests and industry-specific federal regulations. Staffing agency relationships, where a worker is technically employed by an agency but effectively controlled by the client company, raise joint-employer questions that compound the classification analysis. Health care organizations using locum tenens physicians, dentists, or advanced practice providers must carefully examine whether those arrangements satisfy applicable contractor tests.
Practical Guidance: Auditing Your Contractor Relationships
Every business that uses independent contractors should periodically audit those relationships against the applicable tests in each relevant jurisdiction. The audit should begin with an inventory of all workers classified as contractors, followed by a structured review of the indicia of each relationship — how assignments are made, whether there are exclusivity arrangements, how payment is structured, who supplies equipment, and how long the relationship has continued. Relationships that show multiple employee-like characteristics should be reassessed, restructured if possible, or reclassified. Where reclassification is appropriate, employers should consult with counsel about the mechanics of doing so in a way that manages retroactive exposure, including through the IRS’s Voluntary Classification Settlement Program, which can reduce back tax liability for qualifying employers.
Part II: Exempt vs. Nonexempt Under the FLSA
The Overtime Framework
The Fair Labor Standards Act requires employers to pay covered, nonexempt employees at least the federal minimum wage for all hours worked and one and one-half times the regular rate of pay for all hours in excess of forty in a workweek. The FLSA exempts certain categories of employees from these requirements, most significantly the so-called “white-collar” exemptions for executive, administrative, and professional employees, as well as separate exemptions for outside sales employees, computer professionals, and highly compensated individuals.
Misclassifying a nonexempt employee as exempt from overtime is among the most common — and most costly — wage-and-hour mistakes employers make. Unlike contractor misclassification, which often involves a fundamental question about the nature of the relationship, exempt-versus-nonexempt errors are frequently the product of a superficial analysis: an employee is given a managerial-sounding title, placed on a salary, and assumed to be exempt without anyone actually working through the legal tests. When these assumptions are wrong, employers may owe years of back overtime wages to potentially large groups of workers, since FLSA collective actions can aggregate claims from dozens or hundreds of employees who were similarly misclassified.
The Three-Part Test for White-Collar Exemptions
To qualify for the executive, administrative, or professional exemption under the FLSA, an employee must satisfy three distinct requirements, all three of which must be met. First, the employee must be compensated on a salary basis — meaning the employee regularly receives a predetermined amount of compensation each pay period that is not subject to reduction based on variations in the quality or quantity of work performed. Second, the employee’s salary must meet or exceed the minimum salary threshold set by the DOL. Third, the employee’s primary duty must satisfy the specific duties test that corresponds to the claimed exemption.
The Salary Basis Test
The salary basis requirement is more nuanced than it may appear. An employer that docks a salaried employee’s pay for partial-day absences, for discipline, or for variations in workload may inadvertently destroy the salary basis and eliminate the exemption — not just for the individual employee but, under the so-called “window of correction” doctrine, potentially for all employees in the same job classification. Permissible deductions are limited by regulation to specific circumstances, including absences of one or more full days for personal reasons, sickness under a bona fide sick leave plan, disciplinary suspensions of one or more full days for workplace conduct violations, and weeks in which the employee performs no work. Employers must be scrupulous about their payroll practices to preserve salary basis treatment.
The Salary Level Test
The minimum salary threshold has been a subject of significant regulatory and judicial activity. The DOL issued a final rule in 2024 that substantially increased the standard salary level, raising it to $684 per week (equivalent to $35,568 annually) for the standard white-collar exemptions, with a higher threshold for the highly compensated employee (HCE) exemption. The 2024 rule also contemplated automatic increases to the threshold over time, though legal challenges to those automatic increases have been pursued in federal court. Employers should verify the current applicable threshold with counsel, as the regulatory landscape has continued to evolve.
The salary level test is a floor, not a ceiling. An employee who earns well above the minimum threshold still must satisfy the duties test for whichever exemption is claimed. Conversely, an employee who satisfies every element of the duties test but earns below the salary threshold is nonetheless nonexempt and entitled to overtime. The two requirements operate independently.
The Executive Exemption
The executive exemption applies to employees whose primary duty is management of the enterprise or a recognized department or subdivision thereof, who customarily and regularly direct the work of two or more other full-time employees (or their equivalent), and who have the authority to hire or fire, or whose recommendations as to hiring, firing, advancement, and other changes in employment status are given particular weight. The “primary duty” concept is critical: a store manager who spends sixty percent of their time stocking shelves alongside hourly employees and only incidentally supervises the team may not qualify for the executive exemption even if their title says “manager” and their compensation exceeds the salary threshold. Primary duty is assessed on a workweek-by-workweek basis considering all relevant facts, including the relative importance of the exempt duties compared to other duties, the amount of time spent performing exempt work, the employee’s relative freedom from direct supervision, and the relationship between the employee’s salary and the wages paid to other employees for the kind of nonexempt work performed.
The Administrative Exemption
The administrative exemption is one of the most contested in FLSA litigation because its pivotal requirement — that the employee’s primary duty must include the exercise of discretion and independent judgment with respect to matters of significance — is inherently fact-intensive. To qualify, an employee’s primary duty must be the performance of office or non-manual work directly related to the management or general business operations of the employer or the employer’s customers. The discretion and independent judgment element requires more than the application of well-established techniques, procedures, or standards described in manuals or other sources. It implies that the employee has authority to make an independent choice, free from immediate direction or supervision, even if the decision is subject to review.
Common misapplications of the administrative exemption include classifying customer service representatives, call center workers, insurance claims adjusters, and loan processors as exempt when their job duties are largely governed by scripts, decision trees, or detailed protocols that leave little room for genuine independent judgment. These positions are frequently misclassified, and collective actions in these sectors have resulted in substantial settlements. Employers should be particularly careful when applying the administrative exemption to any position in which the day-to-day work is highly standardized or closely supervised.
The Professional Exemption
The learned professional exemption applies to employees whose primary duty is work requiring advanced knowledge in a field of science or learning, customarily acquired by a prolonged course of specialized intellectual instruction. The classic examples — lawyers, doctors, engineers, CPAs, and registered nurses — are relatively clear. The harder cases involve positions where significant on-the-job training can substitute for formal education, or where the field of work is evolving rapidly. Software developers and data scientists, for example, may or may not qualify for the learned professional exemption depending on whether their work requires the kind of advanced knowledge customarily acquired through formal degree programs. The separate creative professional exemption, which covers employees in recognized fields of artistic or creative endeavor whose primary duty requires invention, imagination, originality, or talent, adds another layer of complexity for employers in media, design, and entertainment.
State Overtime Laws and the Importance of Dual Analysis
Federal FLSA compliance is necessary but not sufficient. Many states impose their own overtime requirements that are more protective of workers than federal law, and in those states the state standard governs. California, for instance, requires overtime pay after eight hours in a workday as well as after forty hours in a workweek, and requires double-time pay for hours worked beyond twelve in a day — standards that have no federal analog. California also applies a different minimum salary threshold for the state’s white-collar exemptions, which has historically been set at twice the state minimum wage. New York, Washington, Colorado, and numerous other states have adopted higher salary thresholds or different duties tests. Employers in these states must perform a dual analysis, applying both federal and state standards and complying with whichever is more favorable to the employee.
The FLSA’s Collective Action Mechanism
The procedural stakes of exempt-versus-nonexempt misclassification are amplified by the FLSA’s collective action procedure. Under 29 U.S.C. § 216(b), employees may bring suit on behalf of themselves and all other “similarly situated” employees. Unlike a Federal Rule of Civil Procedure 23 class action, an FLSA collective action proceeds on an opt-in basis: putative class members must affirmatively file a consent to join. Courts apply a relatively permissive standard for conditional certification of the collective, meaning that a single misclassified employee can trigger a proceeding that draws in hundreds of similarly situated co-workers. The FLSA’s two-year statute of limitations (extended to three years for willful violations) means that the damages period can be substantial. Back wages, liquidated damages equal to the amount of back wages, attorney’s fees, and costs are all available to prevailing plaintiffs, effectively doubling the employer’s wage liability in cases where willfulness cannot be disproved.
Part III: Practical Risk Management
Conducting a Classification Audit
The single most effective risk management step available to employers is a periodic, systematic audit of their workforce classifications. Such an audit should be conducted under attorney-client privilege — initiated by counsel and documented as legal advice — so that the findings are protected from disclosure in subsequent litigation or regulatory investigations. The audit should encompass both dimensions of classification risk: it should inventory and test all contractor relationships against the applicable federal and state tests, and it should review the exempt status of all salaried workers against the salary basis, salary level, and duties requirements.
For the contractor portion of the audit, the analysis must be jurisdiction-specific. A relationship that satisfies the federal economic reality test may still fail California’s ABC test, and the consequences of misclassification in California are severe enough to warrant particular attention. The audit should produce a written assessment for each contractor category, identifying the indicia supporting and undermining contractor status, the legal risk level, and recommended corrective action.
For the exempt-versus-nonexempt portion of the audit, counsel should gather job descriptions, organizational charts, compensation data, and — critically — information about what employees actually do in practice, not just what their job descriptions say. Misclassification risk is often highest when there is a gap between the formal job description and the daily reality of the work. A title of “Assistant Manager” accompanied by supervisory duties in the job description may mask a situation in which the employee spends the great majority of their time on the same tasks as hourly workers, with only nominal supervisory responsibilities.
Documentation and Best Practices
Employers should maintain thorough documentation supporting their classification decisions. For independent contractor relationships, this means written agreements that accurately reflect the economic reality of the relationship, including provisions addressing control, equipment, the ability to work for others, and business investment. Such agreements should be reviewed and updated regularly, and the actual conduct of the parties should be monitored to ensure it remains consistent with the contract’s terms. A contract that says the worker may work for anyone but in practice creates an exclusive arrangement will not save the employer in litigation.
For exempt employees, employers should maintain accurate job descriptions that reflect actual duties, update those descriptions when roles change, and train managers to understand that reclassifying a position may be necessary when the nature of the work evolves. Employers should also review their payroll systems and policies for any practices that might inadvertently compromise salary basis treatment, such as docking pay for partial-day absences or applying “points” systems tied to compensation reductions.
When Reclassification Is Warranted
When an audit reveals that workers have been misclassified — whether contractors who should be employees or exempt employees who should be nonexempt — the question becomes how to remediate the situation. Reclassification is often the right answer going forward, but it does not extinguish retroactive liability for the period of misclassification. Employers must weigh several considerations: the size of the potential retroactive exposure, the likelihood that workers or government agencies will pursue claims, the availability of voluntary compliance programs (such as the IRS’s Voluntary Classification Settlement Program for contractor-to-employee transitions), and the risks of self-disclosure relative to the risks of continued misclassification.
Reclassification should be communicated to affected workers carefully and with the guidance of counsel. Poorly handled reclassification announcements have sometimes prompted workers to retain attorneys and pursue the very retroactive claims that the reclassification was intended to resolve. The messaging should be honest about the change without characterizing the prior classification as wrongful — a distinction that requires some care in execution.
Conclusion
Worker classification law is not a static area of compliance. It is shaped by evolving DOL regulations, shifting judicial interpretations, aggressive state legislation, and a plaintiffs’ bar that has become increasingly sophisticated in prosecuting misclassification claims. The financial stakes — back wages, tax liability, penalties, attorney’s fees, and reputational harm — make classification one of the highest-priority employment law risk areas for businesses of every size.
The appropriate response is not paralysis but informed action. Employers that invest in periodic, privilege-protected classification audits, maintain honest documentation of their workforce arrangements, monitor regulatory developments, and seek legal guidance when entering new workforce relationships will be far better positioned than those that rely on labels, form contracts, or historical practice. Worker classification errors are rarely the result of bad intent; they are almost always the product of insufficient attention to a complex legal framework. The companies that take that framework seriously are the ones that avoid the costly consequences of getting it wrong.
About the Author
This article was prepared by the Employment & Labor Practice Group. Our attorneys regularly counsel businesses on workforce compliance, wage-and-hour audits, independent contractor arrangements, and defense of misclassification claims. This article is intended for informational purposes only and does not constitute legal advice. Employers with specific questions about worker classification should consult with qualified employment counsel.