Employee compensation is often one of the largest expenses a business incurs.
But not every employee's compensation belongs in the same place on the profit and loss statement.
Some employees contribute directly to producing goods or delivering services. Others support sales, marketing, administration, and other business operations.
These differences matter because where employee costs are classified affects how a company's financial performance is measured.
For example, compensation classified as cost of goods sold reduces gross profit. Compensation classified as an operating expense generally reduces operating income without affecting gross profit.
The distinction becomes more complicated when employees perform responsibilities across multiple functions.
A manager may divide their time between customer service delivery and administrative responsibilities. A technical employee may support both customer implementations and internal product development.
In these situations, assigning the employee's entire compensation to a single expense category may not accurately reflect how the business operates.
Labor cost allocation helps businesses assign employee expenses to the appropriate financial statement categories based on the work being performed.
When those allocations are incorporated into financial forecasts, management can also evaluate how hiring, compensation changes, and staffing decisions affect future gross margin, operating expenses, and profitability.
This guide explains how to allocate employee costs between COGS and operating expenses, when split allocations may be appropriate, and how workforce planning software can make the process easier.
What Is Labor Cost Allocation?
Labor cost allocation is the process of assigning employee compensation and related costs to the appropriate expense categories based on the employee's responsibilities and the company's accounting policies.
These costs may include salaries, hourly wages, employer-paid benefits, and other applicable employment expenses.
For example, a business may classify the compensation of employees directly involved in delivering services as cost of goods sold.
The compensation of administrative employees may be classified as operating expenses.
Some employees may perform work across multiple functions, requiring their compensation to be allocated across more than one expense category.
The objective is to reflect the economic purpose of employee costs in the company's financial reporting and planning.
Labor cost allocation can support both historical financial reporting and forward-looking workforce planning.
However, the appropriate classification depends on the company's business model, accounting policies, and applicable financial reporting requirements.
What Is the Difference Between Direct Labor and Indirect Labor?
Direct and indirect labor are common classifications used to understand workforce costs.
Direct Labor
Direct labor generally refers to employee work that can be directly attributed to producing goods or delivering services.
Examples may include:
- Manufacturing employees directly involved in production.
- Technicians performing billable customer services.
- Employees delivering contracted services.
- Workers directly involved in fulfilling customer orders.
Depending on the company's accounting policies, direct labor costs may be included in cost of goods sold or cost of services.
Indirect Labor
Indirect labor generally refers to employee work that supports business operations but cannot be directly attributed to a specific product or service.
Examples may include:
- Administrative personnel.
- Human resources employees.
- General management.
- Sales and marketing employees.
- Employees supporting internal business operations.
These costs are often classified as operating expenses, although some indirect production costs may properly be included in inventory or cost of goods sold.
Direct vs. Indirect Labor: Key Differences
An important distinction is that direct versus indirect labor and COGS versus operating expenses are related concepts, but they are not always interchangeable.
For example, manufacturing overhead can include indirect labor that is nevertheless included in inventory costs and ultimately cost of goods sold.
Businesses should follow their applicable accounting policies when determining how employee costs are classified.
Which Employee Costs Belong in COGS?
Cost of goods sold generally includes costs associated with producing goods or delivering services that generate revenue.
The specific treatment depends on the nature of the business.
Manufacturing Businesses
A manufacturing company may include production labor in inventory costs and cost of goods sold.
For example, employees operating production equipment or assembling products may have their compensation included in manufacturing costs.
Some factory supervision and production support costs may also be included as manufacturing overhead.
Professional Services Businesses
A consulting or professional services firm may classify compensation for employees directly delivering client services as cost of services.
For example, a consulting firm may include the compensation of consultants performing client engagements in its cost of services.
SaaS Businesses
SaaS companies may include certain personnel costs associated with delivering and supporting their services in cost of revenue.
Examples can include personnel directly responsible for providing contracted hosting, service delivery, or support functions, depending on the company's accounting policies.
However, software development, sales, marketing, and general administrative compensation may receive different accounting treatment.
The classification should reflect the employee's actual responsibilities and the company's accounting policies rather than relying solely on job titles.
Which Employee Costs Belong in Operating Expenses?
Operating expenses generally include costs associated with running the business that are not classified as cost of goods sold.
Common categories include sales and marketing, research and development, and general and administrative expenses.
Sales and Marketing
Compensation for sales representatives, marketing employees, and related management may be classified as sales and marketing expenses.
General and Administrative
Compensation for accounting, finance, human resources, and administrative employees is commonly classified within general and administrative expenses.
Research and Development
Compensation for employees performing research and development activities may be classified as R&D expenses.
However, some software development costs may qualify for capitalization under applicable accounting standards.
Other Operating Functions
Depending on the business, employee compensation may be assigned to other operating expense categories.
The appropriate classification depends on the company's chart of accounts and accounting policies.
The important point is that labor allocation should reflect the purpose of the work, not simply the employee's department or title.
How to Allocate Employee Costs Between COGS and Operating Expenses
Allocating employee costs requires identifying the relevant expenses and determining how they should be classified.
Step 1: Identify Total Employee Compensation
Begin with the employee's expected compensation.
This may include base salary or hourly wages, employer-paid benefits, and other applicable costs.
For example, an employee may earn a $100,000 annual salary and receive benefits valued at $20,000.
The total annual salary and benefits cost would be $120,000.
Step 2: Identify the Employee's Responsibilities
Determine what work the employee performs.
Does the employee directly produce goods or deliver services?
Do they primarily support administration, sales, or other operating functions?
Do they perform responsibilities across multiple functions?
These distinctions help determine the appropriate expense classifications.
Step 3: Determine the Appropriate Expense Categories
Identify the corresponding accounts in the company's profit and loss statement.
For example, the employee's compensation may be allocated to a cost of services account, an administrative salary expense account, or both.
Step 4: Establish Allocation Percentages
If the employee performs multiple functions, determine a reasonable allocation.
For example, an employee who spends approximately 60% of their time delivering customer services and 40% on administrative work may have their compensation allocated accordingly, where supported by the company's accounting policies.
The allocation should be based on a reasonable and consistently applied methodology.
Step 5: Calculate the Allocated Costs
Multiply the total employee cost by each allocation percentage.
For an employee with $120,000 in annual salary and benefits:
- 60% allocated to cost of services equals $72,000.
- 40% allocated to administrative expenses equals $48,000.
The total allocation equals $120,000.
Step 6: Incorporate the Costs Into Financial Forecasts
Apply the allocated expenses to the corresponding forecasted financial statement categories.
This allows the business to evaluate how the employee's compensation affects projected gross profit, operating expenses, and operating income.
RunSmart's Workforce Planner supports assigning employee costs to forecastable profit and loss expense categories and splitting those costs across multiple categories.
Example: Allocating One Employee Across Multiple Expense Categories
Consider a hypothetical professional services company employing an operations manager.
The manager spends part of their time overseeing client service delivery and part handling internal administrative responsibilities.
The employee has an annual salary of $100,000 and employer-paid benefits estimated at 20%.
The total annual salary and benefits cost is $120,000.
Management determines that 60% of the employee's responsibilities relate to client service delivery and 40% relate to administration.
The company allocates $72,000 to cost of services and $48,000 to administrative expenses.
This approach allows the financial statements to reflect the employee's responsibilities more accurately than assigning the entire amount to one category, assuming the allocation is appropriate under the company's accounting policies.
Why Does This Matter?
If the company assigns the entire $120,000 to operating expenses, gross profit will be higher than if $72,000 is allocated to cost of services.
Conversely, assigning the entire amount to COGS would reduce gross profit more than the split allocation.
Although the total compensation expense is unchanged, the allocation affects financial statement presentation and margin calculations.
That distinction becomes especially important when evaluating gross margin performance.
How Labor Cost Allocation Affects Gross Margin
Gross margin measures the percentage of revenue remaining after deducting cost of goods sold.
The formula is:
Labor cost allocation can materially affect this calculation.
Consider a business generating $2 million in annual revenue.
Before accounting for a particular employee's compensation, the company has $800,000 in COGS.
The employee's total annual compensation and benefits cost is $120,000.
Management is evaluating how that cost should be classified.
If the entire employee cost is classified as operating expenses, gross margin remains 60%.
If the entire cost is classified as COGS, gross margin declines to 54%.
Under a 60% COGS and 40% operating expense allocation, gross margin is 56.4%.
The difference is significant.
However, management should not select an allocation simply to achieve a preferred margin.
Employee costs should be classified according to the nature of the work and the company's accounting policies.
The purpose of allocation is accurate financial reporting and planning, not manipulating profitability metrics.
Does Labor Cost Allocation Change Operating Income?
If an employee's total compensation expense remains unchanged and the full amount is recognized within operating expenses or COGS, reallocating that expense generally does not change operating income.
It changes where the expense appears in the profit and loss statement.
For example, moving $50,000 of compensation from administrative expenses to cost of services reduces gross profit by $50,000.
However, operating expenses also decline by $50,000.
Assuming no other changes, operating income remains the same.
This distinction is important.
Labor cost allocation affects financial statement presentation, gross margin, and expense category analysis.
It does not automatically create or eliminate expenses.
When Can Workforce Decisions Change Operating Income?
Actual changes in compensation or staffing levels can affect operating income.
Examples include:
- Hiring additional employees.
- Increasing salaries.
- Changing employee benefits.
- Delaying planned hiring.
- Reducing workforce expenses.
These decisions change the amount of compensation expense, rather than merely changing its classification.
For a detailed example, see How to Model the Financial Impact of Hiring New Employees.
How to Allocate Employee Costs Across Multiple Operating Expense Categories
Not all split allocations involve COGS.
An employee may perform responsibilities across several operating functions.
For example, a small business employee may divide their time between sales support, marketing, and administration.
Management may determine that the employee's compensation should be allocated across those categories.
Consider an employee with annual salary and benefits costs of $90,000.
The company allocates the costs as follows:
The allocation assigns $45,000 to sales expenses, $27,000 to marketing expenses, and $18,000 to administrative expenses.
The total remains $90,000.
This approach can provide more detailed financial visibility into the costs associated with different business functions.
RunSmart supports allocating employee costs across multiple forecastable expense categories, rather than limiting the allocation to a simple COGS-versus-operating-expense choice.
How Should Labor Cost Allocations Be Determined?
The appropriate allocation method depends on the nature of the employee's work and the company's accounting policies.
Common approaches include:
Time-Based Allocation
Employee costs are allocated based on the proportion of time spent performing different activities.
For example, an employee spending 70% of their time delivering services and 30% on administrative responsibilities may have compensation allocated using those percentages.
Activity-Based Allocation
Costs are allocated based on the activities or services performed.
This approach may be useful when employees perform identifiable activities associated with different business functions.
Departmental Allocation
Costs are assigned according to the department or function the employee supports.
This can be appropriate when responsibilities align clearly with a particular business function.
Documented Management Estimates
In some situations, management may use reasonable estimates of employee responsibilities.
These estimates should be supported by an appropriate methodology and reviewed periodically.
Why Consistency Matters
Changing allocation methods frequently can make financial comparisons difficult.
For example, if a company allocates an employee's compensation 100% to operating expenses one year and 50% to COGS the next, gross margin may change even if the employee's actual responsibilities remain unchanged.
Businesses should use consistent, supportable allocation methods and consult their accounting advisors when determining appropriate financial reporting treatment.
How Labor Cost Allocation Improves Financial Forecasting
Historical financial statements show how employee expenses were classified in previous periods.
Workforce planning allows businesses to model how those expenses may change in the future.
For example, a company may plan to hire five additional employees.
Three positions may support service delivery, while two support sales and administration.
If all five employees are assigned to one expense category, the resulting financial forecast may misrepresent how the hiring plan affects gross profit and operating expenses.
Allocating employee costs appropriately provides a more useful forecast.
Forecast Gross Margin More Accurately
When planned direct labor expenses are assigned to COGS, the forecast reflects their effect on gross profit.
Forecast Operating Expenses More Accurately
When administrative, sales, and other indirect compensation is assigned to the appropriate expense categories, management can better understand future operating costs.
Evaluate Hiring Decisions
The company can model how additional employees affect profitability.
Support Scenario Analysis
Management can evaluate alternative hiring schedules, compensation assumptions, and staffing strategies.
Improve Budgeting
Allocated workforce expenses can be incorporated into financial budgets and compared with actual results.
For a broader explanation of how workforce planning connects to financial statements, see How to Build a Workforce Budget That Connects to Your Financial Statements.
How to Model Labor Cost Allocations in Workforce Planning Software
Spreadsheets can calculate employee cost allocations using formulas.
However, maintaining those allocations across multiple employees, expense categories, and financial forecasts can become complicated.
For example, a business may have 30 employees, several of whom perform responsibilities across multiple functions.
Each employee may have different compensation assumptions and allocation percentages.
If management changes an employee's salary or allocation, the resulting expense totals may need to be updated across multiple financial statement categories.
Integrated workforce planning software can simplify this process.
With RunSmart, businesses can define employee compensation assumptions and assign the resulting costs to forecastable profit and loss expense categories.
If an employee's compensation needs to be split across multiple accounts, users can establish percentage allocations that total 100%.
The resulting workforce expenses can then be transferred into forecasted financial statements.
This reduces the need to manually rebuild expense allocations whenever staffing assumptions change.
For more on the limitations of disconnected spreadsheets, see Workforce Planning Without Spreadsheets: A Better Way to Forecast Labor Costs.
Labor Cost Allocation for Small Businesses
Small businesses often have employees who perform several different responsibilities.
For example, a business owner may have an operations employee who handles customer service, inventory coordination, and administrative work.
A growing services company may have a manager who both delivers client services and oversees internal operations.
These overlapping responsibilities can make labor cost classification more complicated.
Workforce planning helps businesses estimate compensation expenses and assign them to the appropriate financial categories.
When connected to financial forecasting, it also helps management understand how changes in staffing affect future profitability.
For small businesses, this can provide a clearer view of the costs associated with delivering services versus running the broader organization.
Labor Cost Allocation for SaaS Companies
SaaS companies often organize expenses around cost of revenue, research and development, sales and marketing, and general and administrative functions.
Employee compensation may represent a substantial portion of these expenses.
For example, a SaaS company may employ customer support specialists, software engineers, sales representatives, and administrative employees.
Their compensation may receive different accounting treatment depending on the nature of their responsibilities and applicable accounting policies.
Accurate classification is important because SaaS businesses frequently evaluate gross margin, operating margin, and workforce efficiency.
A SaaS company that incorrectly classifies compensation expenses may misinterpret its gross margin or departmental spending.
Connecting workforce planning to financial forecasting helps founders evaluate how staffing decisions affect these metrics.
RunSmart combines QuickBooks financial data with Stripe subscription intelligence, allowing SaaS founders to evaluate workforce expenses alongside subscription revenue and broader financial performance.
For more on the relationship between staffing and SaaS financial planning, see How to Model SaaS Hiring and Headcount Before You Hire.
How Accountants Can Use Labor Cost Allocation in Client Advisory Services
Accountants and financial advisors can help clients understand how employee costs affect financial performance.
For example, a services company may report declining gross margin despite relatively stable revenue.
An accountant may discover that the business has added several service delivery employees or changed how labor expenses are classified.
Understanding these changes can help explain movements in gross margin.
Workforce planning also allows accountants to evaluate future staffing decisions.
A client may want to hire additional employees, increase compensation, or reorganize responsibilities.
By incorporating the planned costs into financial forecasts, the accountant can help the client understand how those decisions affect projected gross profit, operating expenses, and profitability.
For accounting firms providing client advisory services, this creates opportunities to move beyond historical financial reporting and support forward-looking business decisions.
Common Labor Cost Allocation Mistakes to Avoid
Assigning Every Employee to Operating Expenses
Some employee costs may appropriately belong in COGS or cost of services.
Classifying all compensation as operating expenses can distort gross margin.
Assuming All Direct Labor Belongs in COGS Without Reviewing Accounting Policies
Direct labor classifications depend on the company's business model and accounting treatment.
The relationship between direct labor and COGS is not always identical across industries.
Using Job Titles Instead of Actual Responsibilities
An employee's title may not accurately describe the work performed.
Allocation decisions should reflect actual responsibilities.
Ignoring Split Responsibilities
Employees who perform work across multiple functions may require split allocations.
Using Unsupported Allocation Percentages
Allocation percentages should be based on reasonable and supportable assumptions.
Changing Allocation Methods Without Explanation
Inconsistent classifications can make historical and forecasted financial performance difficult to compare.
Double-Counting Employee Expenses
When incorporating workforce costs into financial forecasts, businesses should ensure that the same expenses are not counted twice.
Confusing Expense Allocation With Cost Reduction
Moving compensation between COGS and operating expenses changes financial statement presentation.
It does not, by itself, reduce total compensation expense.
How RunSmart Connects Labor Cost Allocation to Financial Forecasting
RunSmart's Workforce Planner allows businesses to model employee compensation and connect those costs to forecasted financial statements.
Users can plan full-time and part-time employees, salaries, hourly wages, benefits, pay increases, and employment dates.
For each employee, businesses can assign planned compensation costs to forecastable expense categories from their profit and loss statements.
These categories can include COGS and operating expenses.
When an employee's responsibilities span multiple functions, RunSmart supports splitting compensation across multiple expense categories using percentage allocations.
The allocations must total 100%.
Once the workforce plan is configured, planned expenses can be transferred into forecasted financial statements.
This allows businesses to evaluate how hiring and compensation decisions affect projected gross profit, operating expenses, and operating income.
Because RunSmart automatically analyzes QuickBooks Online financial data and generates financial forecasts, workforce cost allocation becomes part of a broader financial intelligence workflow.
Businesses can also use scenario analysis to evaluate alternative staffing decisions and examine their effects on future profitability and cash flow.
Rather than treating labor allocation as an isolated accounting exercise, RunSmart helps connect it to financial planning and decision-making.
Frequently Asked Questions
What is labor cost allocation?
Labor cost allocation is the process of assigning employee compensation and related expenses to the appropriate financial statement categories based on the employee's responsibilities and applicable accounting policies.
What is the difference between direct and indirect labor?
Direct labor generally refers to work directly attributable to producing goods or delivering services. Indirect labor supports operations or production more broadly and may be classified differently depending on the business.
Should employee salaries be included in COGS?
Some employee salaries may be included in COGS when the employees perform activities directly associated with producing goods or delivering services. The appropriate classification depends on the business and its accounting policies.
Are administrative salaries considered operating expenses?
Administrative salaries are commonly classified within general and administrative operating expenses.
Can an employee's salary be split between COGS and operating expenses?
Yes, when supported by the employee's responsibilities and the company's accounting policies. For example, compensation may be allocated 60% to cost of services and 40% to administrative expenses.
How do you calculate a split labor cost allocation?
Multiply the employee's total applicable compensation cost by each allocation percentage. The percentages should total 100%.
Does moving labor costs from operating expenses to COGS change net income?
Generally, reclassifying the same expense between COGS and operating expenses does not change total operating income or net income, assuming no other accounting effects. It changes gross profit and the presentation of expenses.
How does labor cost allocation affect gross margin?
Compensation classified within COGS reduces gross profit and gross margin. Compensation classified as operating expenses generally does not affect gross margin directly.
Can workforce planning software allocate employee costs across multiple accounts?
Yes. RunSmart allows businesses to assign employee compensation to forecastable profit and loss expense categories and split costs across multiple accounts.
Does RunSmart automatically determine the correct accounting classification for employees?
No. Users select the appropriate expense categories and allocation percentages based on their business requirements and accounting policies. RunSmart then uses those assumptions in workforce planning and financial forecasting.
Labor Cost Allocation Makes Workforce Forecasts More Meaningful
Accurate workforce planning requires more than estimating employee salaries and benefits.
Businesses also need to understand where those costs belong in their financial statements.
Allocating employee expenses between COGS and operating expenses helps management understand the costs associated with delivering products and services versus supporting broader business operations.
When employees perform responsibilities across multiple functions, split allocations can provide a more accurate financial picture.
Connecting those allocations to financial forecasting adds another layer of value.
Businesses can evaluate how hiring, compensation changes, and staffing decisions affect future gross margin, operating expenses, and profitability.
RunSmart supports this process by allowing businesses to assign and split employee costs across forecastable profit and loss categories and incorporate those costs into financial forecasts.
Knowing what employees cost is important. Knowing where those costs belong and how they affect future financial performance makes workforce planning far more useful.
