This Management's Discussion and Analysis should be read in conjunction with our Consolidated Financial Statements and accompanying Notes included in this Annual Report on Form 10-K.

This Management's Discussion and Analysis contains forward-looking statements that involve risks, uncertainties, and assumptions as described under the heading "Forward-Looking Statements" included in Part I of this Annual Report on Form 10-K. Our actual results could differ materially from those anticipated by these forward-looking statements as a result of many factors, including those discussed under "Item 1A. Risk Factors" and elsewhere in this Annual Report on Form 10-K.

Overview:

We are a provider of Digital Transformation IT Services to mostly large and medium-sized organizations.

Our portfolio of offerings includes data management and analytics services; other digital transformation services such as digital learning services; and IT staffing services.

We operate in two reporting segments - Data and Analytics Services and IT Staffing Services. Our data and analytics services are marketed on a global basis under the brand Mastech InfoTrellis and are delivered largely on a project basis with on-site and off-shore resources. These capabilities and expertise were acquired through our acquisition of InfoTrellis and enhanced and expanded subsequent to the acquisition. In October 2020, we acquired AmberLeaf Partners, Inc. ("AmberLeaf"), a Chicago-based customer experience consulting firm. This acquisition enhances our capabilities in customer experience strategy and managed services offerings for a variety of Cloud-based enterprise applications across sales, marketing and customer services organizations.



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Our IT staffing business combines technical expertise with business process experience to deliver a broad range of staffing services in digital and mainstream technologies, as well as our other digital transformation services.

Both business segments provide their services across various industry verticals, including: financial services; government; healthcare; manufacturing; retail; technology; telecommunications; and transportation. In our Data and Analytics Services segment we evaluate our revenues and gross profits largely by service line. In our IT Staffing Services segment, we evaluate our revenues and gross profits largely by sales channel responsibility. This analysis within both our reporting segments is multi-purposed and includes technologies employed, client relationships, and geographic locations.

Economic Trends and Outlook

Generally, our business outlook is highly correlated to general North American economic conditions, particularly with respect to our IT Staffing Services segment. During periods of increasing employment and economic expansion, demand for our services tends to increase. Conversely, during periods of contracting employment and / or a slowing global economy, demand for our services tends to decline. As the economy slowed in 2007 and recessionary conditions emerged in 2008 and 2009, we experienced less demand for our IT staffing services. With economic expansion in 2010 through 2019 activity levels improved. However, as economic conditions strengthened, we experienced increased tightness in the supply side (skilled IT professionals) of our businesses. These supply-side challenges pressured resource costs and to some extent gross margins. As we entered 2020, we were encouraged by continued growth in the domestic job markets and expanding U.S. and global economies. However, with the COVID-19 pandemic surfacing in the first quarter of 2020, we realized that economic growth would quickly turn into recessionary conditions, which had a material impact on activity levels in both of our business segments. In 2021, we were encouraged by the global roll-out of vaccination programs and signs of economic improvement, however, the proliferation of COVID-19 variants have caused some uncertainty and disruption in the global markets. In 2022, COVID-19-related concerns seemed to subside, however, increased inflation, expanding interest rates and concerns about a possible recession created much uncertainty and impacted demand for our services in the second half of the year. Entering 2023, this economic uncertainty remains with us and it's difficult to predict how the economy is going to unfold over the course of the year.

In addition to tracking general economic conditions in the markets that we service, a large portion of our revenues is generated from a limited number of clients (see Item 1A, the Risk Factor entitled "Our revenues are highly concentrated, and the loss of a significant client would adversely affect our business and revenues"). Accordingly, our trends and outlook are additionally impacted by the prospects and well-being of these specific clients. This "account concentration" factor may result in our results of operations deviating from the prevailing economic trends from time to time.

Within our IT Staffing Services segment, a larger portion of our revenues has come from strategic relationships with systems integrators and other staffing organizations. Additionally, many large end users of IT staffing services are employing MSP's to manage their contractor spending. Both of these dynamics may pressure our IT staffing gross margins in the future.

Recent growth in advanced technologies (social, cloud, analytics, mobility, automation) is providing opportunities within our IT Staffing Services segment. However, supply side challenges have proven to be acute with respect to many of these technologies. We believe these challenges will remain in 2023.

Results of Operations

We operate in two reporting segments - Data and Analytics Services and IT Staffing Services. The 2020 results of operations for our Data and Analytics Services segment include the operating results of AmberLeaf from the October 1, 2020 acquisition date through December 31, 2020.



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Below is a tabular presentation of revenues and gross profit margins by segment for the periods discussed:



                       Revenues & Gross Margin by Segment
                             (Revenues in millions)

                                  Years Ended December 31,
Revenues                       2022         2021         2020
Data and Analytics Services   $  40.6      $  38.3      $  30.2
IT Staffing Services            201.6        183.7        163.9

Total Revenues                $ 242.2      $ 222.0      $ 194.1


Gross Margin %
Data and Analytics Services      41.5 %       48.4 %       50.5 %
IT Staffing Services             23.0 %       22.3 %       22.1 %

Total Gross Margin %             26.1 %       26.8 %       26.6 %


Below is a tabular presentation of operating expenses by sales and marketing operations, amortization of acquired intangible assets, acquisition transaction expenses, revaluation of contingent consideration and general and administrative categories for the periods discussed:



          Selling, General & Administrative ("S,G&A") Expense Details
                             (Amounts in millions)

                                                 Years Ended December 31,
                                               2022          2021        2020
Data and Analytics Services Segment
Sales and Marketing                          $    5.9       $  6.2      $  4.9
Operations                                        2.3          2.6         1.9

Amortization of Acquired Intangible Assets 2.3 2.5 2.1 Acquisition Transaction Expenses

                   -           0.1         0.6
Revaluation of Contingent Consideration            -          (2.9 )        -
Cyber-security Breach                             0.4           -           -
Severance Expense                                 1.0           -           -
General & Administrative                          5.4          4.5         3.0

Subtotal Data and Analytics Services $ 17.3 $ 13.0 $ 12.5



IT Staffing Services Segment
Sales and Marketing                          $    9.5       $  7.8      $  7.1
Operations                                       11.0          9.1         8.1
Amortization of Acquired Intangible Assets        0.7          0.7         0.7
General & Administrative                         12.5         11.2         9.7

Subtotal IT Staffing Services                $   33.7       $ 28.8      $ 25.6

Total S,G&A Expenses                         $   51.0       $ 41.8      $ 38.1




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2022 Compared to 2021

Revenues

Revenues for the year ended December 31, 2022 totaled $242.2 million, compared to $222.0 million for the year ended December 31, 2021. This 9% increase in total revenues reflected organic revenue growth of 6% in our Data and Analytics Services segment and a 10% revenue increase in our IT Staffing Services segment. In our Data and Analytics Services segment, revenues declined in the second half of the year due to the lack of new client activity. Bookings in 2022 approximated $36 million, a marked decline over 2021. Our IT Staffing Services segment had 10% revenue growth, despite a 53-consultant decrease during the year compared to a 198-consultant increase in 2021. The 2022 consultant decline largely occurred during the fourth quarter. We ended 2022 with 1,208 consultants-on-billing versus 1,261 consultants-on-billing at year-end 2021. Our average IT staffing bill rate for 2022 totaled $80.64 per hour, a 6.6% increase compared to $75.66 per hour in 2021. This bill rate increase was due to higher rates on new assignments and was reflective of the type of skill sets that we deployed. Permanent placement / fee revenues totaled $2.1 million in 2022, up 75% from a year ago.

In both 2022 and 2021, we had one client that exceeded 10% of total revenues (CGI = 22.2% in 2022 and 15.0% in 2021, respectively). Our top ten clients represented 53% of total revenues in 2022 compared to 48% of total revenues in 2021.

Gross Margin

Gross profit increased to $63.2 million in 2022 compared to $59.4 million in 2021 an increase of 6% on a year-over-basis. Gross profit as a percentage of revenue totaled 26.1% in 2022 compared to 26.8% in 2021. The decrease in our gross margin percentage was entirely related to our Data and Analytics segment as gross margins declined by 690-basis points largely due to poor utilization and lower margins on several longer-term assignments related to compensation increases. Gross margins in our IT Staffing Services segment were 23.0% in 2022 compared to 22.3% in 2021. This 70-basis point improvement was due to better margins on new assignments and higher permanent placement revenues in 2022.

Selling, General and Administrative ("S,G&A") Expenses

S,G&A expenses in 2022 totaled $51.0 million and represented 21.1% of total revenues, compared to $41.8 million or 18.8% of revenues in 2021. When excluding acquisition transaction expenses; the revaluation of contingent consideration; the amortization of acquired intangible assets, cyber-security and severance reserves, the adjusted S,G&A expenses related to operations, as a percentage of revenues was 19.2% in 2022 versus 18.6% in 2021. The increase in S,G&A as a percentage of revenues excluding these items was largely due to higher compensation expense and other inflationary cost increases in both of our business segments.

Fluctuations within S,G&A expense components during 2022 compared to 2021 included the following:



     •    Sales expense was $1.4 million higher in 2022 compared to the previous
          year. In the Data and Analytics Services segment sales expense decreased
          by $0.3 million due to lower variable compensation expense in 2022. IT
          staffing sales expense increased by $1.7 million and largely related to
          higher compensation, marketing and business travel expenses.



     •    Operations expense increased by $1.6 million compared to 2021. In our
          Data and Analytics Services segment operations expense decreased by
          $0.3 million due to lower staff headcount. Operations expense in our IT
          Staffing Services segment increased by $1.9 million in 2022, largely due
          to higher recruitment staff and higher compensation and other variable
          expenses - both reflective of higher activity levels in the first half of
          2022.



     •    Amortization of acquired intangible assets was $3.0 million in 2022
          versus $3.2 million in 2021. The decline reflected certain intangible
          assets being fully amortization in 2022.



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     •    Acquisition transaction expense was $0 in 2022 and $0.1 million in 2021.
          The 2021 expense was related to an acquisition opportunity that was
          halted by us.



     •    The revaluation of a contingent consideration liability totaled a credit
          of $2.9 million in 2021 related to the AmberLeaf acquisition. No
          contingent consideration revaluations occurred in 2022.



     •    Reserves for a cyber-security breach and severance expenses totaled
          $0.4 million and $1.0 million, respectively in 2022. There were no
          reserves in 2021 for these items.



     •    General & administrative expenses increased by $2.2 million in 2022
          compared to 2021. Our Data and Analytics Services segment was responsible
          for $0.9 million of this increase due to higher executive leadership
          staff headcount and higher compensation expense. The IT Staffing Services
          segment had higher general and administrative expenses in 2022 of
          $1.3 million compared to 2021 due to higher compensation expense and
          increases in travel and facility expenses.

Other Income / (Expense) Components

In 2022, other income / (expense) consisted of interest expense of ($358,000) and foreign exchange gains of $650,000. In 2021, other income / (expense) consisted of interest expense of ($675,000) and foreign exchange losses of ($49,000). The decline in interest expense was largely due to lower outstanding borrowings. Net foreign exchange gains in 2022 compared to 2021 reflected exchange rate variations between the Indian rupee and the Canadian dollar compared to the U.S. dollar.

Income Tax Expense

Income tax expense for 2022 was $3.8 million and represented an effective tax rate on pre-tax income of 30.3% compared to $4.7 million in 2021, which represented an effective tax rate on pre-tax income of 27.6%. The higher 2022 effective tax rate was due to an increase in our tax valuation allowance related to foreign net operating losses (NOL's) in Singapore, Ireland and the UK and higher state income taxes.



2021 Compared to 2020

Revenues

Revenues for the year ended December 31, 2021 totaled $222.0 million, compared to $194.1 million for the year ended December 31, 2020. This 14% increase in total revenues reflected revenue growth of 27% (approximately 11% organic) in our Data and Analytics Services segment and a 12% revenue increase in our IT Staffing Services segment. In our Data and Analytics Services segment, activity levels improved from COVID-impacted market conditions in 2020. However, in 2021 we continued to see some client reluctance to start new projects, albeit on a much smaller scale than in 2020. Bookings in 2021 approximated $55 million, a marked improvement over 2020 and pipeline opportunities were elevated from a year ago as well. Revenue growth in our IT Staffing Services segment reflected a 198-consultant increase during the year compared to a 104-consultant decline in 2020. We ended 2021 with 1,261 consultants-on-billing versus 1,063 consultants-on-billing at year-end 2020. Our average IT staffing bill rate for 2021 totaled $75.66 per hour compared to $76.60 per hour in 2020. This bill rate decrease was due to lower rates on new assignments and was reflective of the type of skill-sets that we deployed. Permanent placement / fee revenues totaled $1.2 million in 2021, up over 60% from a year ago.

In both 2021 and 2020, we had one client that exceeded 10% of total revenues (CGI = 15.0% in both periods, respectively). Our top ten clients represented 48% of total revenues in 2021 compared to 47% of total revenues in 2020.

Gross Margin

Gross profit increased to $59.4 million in 2021 compared to $51.5 million in 2020, an increase of 15% on a year-over-basis. Gross profit as a percentage of revenue totaled 26.8% in 2021 compared to 26.6% in 2020. The



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improvement in our gross margin percentage largely reflected a favorable mix of revenues between our Data and Analytics Services and IT Staffing segments. In our Data and Analytics Services segment, gross margins declined by 210-basis points from a record 50.5% in 2020. This decrease in margins reflected a lower margin profile in our acquired AmberLeaf business. Gross margins in our IT Staffing Services segment were 22.3% in 2021 compared to 22.1% in 2020. This 20-basis point improvement was largely due to better margins on new assignments and higher permanent placement revenues in 2021.

Selling, General and Administrative ("S,G&A") Expenses

S,G&A expenses in 2021 totaled $41.8 million and represented 18.8% of total revenues, compared to $38.1 million or 19.6% of revenues in 2020. When excluding acquisition transaction expenses; the revaluation of contingent consideration; and the amortization of acquired intangible assets, adjusted S,G&A expenses related to operations, as a percentage of revenues was 18.6% in 2021 versus 17.9% in 2020. The increase in S,G&A as a percentage of revenues excluding these items was largely due to investments made to our Data and Analytics Services segment.

Fluctuations within S,G&A expense components during 2021 compared to 2020 included the following:



     •    Sales expense was $2.0 million higher in 2021 compared to the previous
          year. In the Data and Analytics Services segment sales expense increased
          by $1.3 million in 2021 due to investments made in the sales organization
          of $0.7 million and $0.6 million related to the consolidation of
          AmberLeaf's sales expense. IT staffing sales expense increased by
          $0.7 million due to austerity measures implemented in the 2020 period,
          which were unwound in 2021.



     •    Operations expense increased by $1.7 million compared to 2020.
          Approximately $0.7 million reflected investments made to the delivery
          organization of our Data and Analytics Services segment - including an
          upgraded and expanded facility in Chennai, India. Operations expense in
          the IT Staffing Services segment increased by $1.0 million in 2021,
          largely due to higher recruitment staff headcount and other variable
          expenses - both reflective of higher activity levels in the current year.



     •    Amortization of acquired intangible assets was $3.2 million in 2021
          versus $2.8 million in 2020. The increase related to amortization
          associated with the AmberLeaf acquisition.



     •    Acquisition transaction expense was $0.1 million in 2021 and $0.6 million
          in 2020. The 2021 expense was related to an acquisition opportunity that
          was halted by us. The 2020 acquisition transaction expenses related to
          the AmberLeaf acquisition.



     •    The revaluation of a contingent consideration liability totaled a credit
          of $2.9 million in 2021 related to the AmberLeaf acquisition. No
          contingent consideration revaluations occurred in 2020.



     •    General & administrative expenses increased by $3.0 million in 2021
          compared to 2020. Our Data and Analytics Services segment was responsible
          for $1.5 million of this increase due to higher executive leadership and
          stock-based compensation expenses, as well as the consolidation of a full
          year of AmberLeaf in 2021. The IT Staffing Services segment had higher
          general and administrative expenses in 2021 of $1.5 million compared to
          the austerity-impacted levels of 2020 due to higher stock-based
          compensation expense, additional administrative staff and the unwinding
          of austerity measures from 2020.

Other Income / (Expense) Components

In 2021, other income / (expense) consisted of interest expense of ($675,000) and foreign exchange losses of ($49,000). In 2020, other income / (expense) consisted of interest expense of ($866,000) and foreign exchange gains of $96,000. The decline in interest expense was largely due to lower average outstanding borrowings. Net foreign exchange losses in 2021 compared to 2020 reflected exchange rate variations between the Indian rupee and the Canadian dollar compared to the U.S. dollar.



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Income Tax Expense

Income tax expense for 2021 was $4.7 million and represented an effective tax rate on pre-tax income of 27.6% compared to $2.8 million in 2020, which represented an effective tax rate on pre-tax income of 21.9%. The lower 2020 effective tax rate was largely due to excess tax benefits related to the exercise of stock options and the vesting of restricted shares.

Liquidity and Capital Resources

Financial Conditions and Liquidity

At December 31, 2022, we had cash balances on hand, net of outstanding bank debt, of $6.0 million and approximately $32 million of borrowing capacity under our existing credit facility. In anticipation of rising interest rates, we elected to early pay term-debt in 2022. Accordingly, during 2022, our outstanding bank debt declined by $12 million and our cash balances on hand increased by $0.4 million. In addition to repaying $12 million of bank debt, we repaid $2.3 million related to the COVID-19 payroll tax deferment program and funded $0.8 million of capital expenditures.

Historically, we have funded our business needs with cash generation from operating activities. In the data and analytics services and IT staffing services industries, investment in operating working capital levels (defined as current assets excluding cash and cash equivalents minus current liabilities, excluding short-term borrowings) is a significant use of cash. Controlling our operating working capital levels by closely managing our accounts receivable balance is an important element of cash preservation. Our accounts receivable "days sales outstanding" measurement ("DSO") was 59-days at year-end 2022 compared to 61-days at year-end 2021. The slight improvement in the DSO measurement in 2022 was due to a lower DSO measurement in our solution-based data and analytics business.

Cash provided by operating activities, our cash and cash equivalent balances on hand at December 31, 2022 and current availability under our existing credit facility are expected to be adequate to fund our business needs over the next 12 months, absent any major acquisition-related activities.

Below is a tabular presentation of cash flow activities for the periods discussed:



                            Years Ended December 31,

Cash Flows Activities 2022 2021 2020


                              (Amounts in millions)

Operating activities $ 12.6 $ 5.2 $ 21.2 Investing activities (0.8 ) (2.1 ) (9.6 ) Financing activities (10.4 ) (4.1 ) (6.7 )

Operating Activities

Cash provided by (used in) operating activities for the years ended December 31, 2022, 2021 and 2020 totaled $12.6 million, $5.2 million and $21.2 million, respectively. In 2022, cash flows from operating activities included net income of $8.7 million, non-cash charges of $6.8 million and increases in operating working capital of ($2.9 million). In 2021, cash flows from operating activities included net income of $12.2 million, non-cash charges of $4.7 million and increases in operating working capital of ($11.7 million). In 2020, cash flows from operating activities included net income of $9.9 million, non-cash charges of $4.0 million and reductions in operating working capital of $7.3 million. The 2022 increase in operating working capital largely reflected a $2.3 million repayment of the COVID-19 payroll tax deferment program. The 2021 increase in operating working capital reflected higher accounts receivable due to higher revenue levels and a $2.3 million repayment of the COVID-19 payroll tax deferment program. The 2020 reduction in operating working capital was due to lower accounts receivable, reflecting revenue declines in the second half of the year and $4.6 million related to the COVID-19 payroll tax deferment program.



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We would expect operating working capital levels to increase should revenue grow in 2023. Accordingly, an increase in operating working capital would result in a reduction in cash generated from operating activities. We believe DSO's will remain at current levels or increase marginally should data and analytics revenues grow disproportionately to total revenues. Additionally, the $4.6 million payroll tax deferment in 2020 has been fully paid as of December 31, 2022.

Investing Activities

Cash (used in) investing activities for the years ended December 31, 2022, 2021 and 2020 totaled ($0.8 million), ($2.1million) and ($9.6 million), respectively. In 2022, cash (used in) investing activities consisted of ($0.8) of capital expenditures. In 2021, cash (used in) investing activities consisted of ($1.9 million) of capital expenditures and ($0.2 million) of non-current deposits (office lease deposits). In 2020, cash (used in) investing activities related to the acquisition of AmberLeaf of ($9.3 million) and capital expenditures of ($0.3 million). In 2022, capital expenditures were largely related to system upgrade expenditures.

Financing Activities

In 2022, cash (used in) financing activities totaled ($10.4 million) and included debt repayments of ($12.0 million) partially offset by proceeds from the exercise of stock options and the issuance of common stock related to the Company's employee stock purchase plan of $1.6 million. In 2021, cash (used in) financing activities totaled ($4.1 million) and included debt repayments of ($4.4 million) and the payment of deferred financing costs of ($0.2 million) related to our credit facility amendment, partially offset by proceeds from the exercise of stock options and the issuance of common stock related to the Company's employee stock purchase plan of $0.5 million. In 2020, cash (used in) financing activities totaled ($6.7 million) and consisted of debt repayments, net of term-loan refinancing associated with the AmberLeaf acquisition of ($8.0 million) and the payment of deferred financing costs of ($0.3 million), partially offset by $1.4 million proceeds from the exercise of stock options and the issuance of common stock of $0.2 million.

2022 Cyber-security Breach

During the third quarter 2022, we experienced a cyber-security breach involving a single employee email account and which indirectly impacted two Mastech InfoTrellis clients. Our IT team identified the point of entry, decommissioned the affected laptop and email address, and changed email logins and passcodes for this email account. As a result of this incident, we engaged external advisors to validate our findings and remedial action steps. As part of this engagement, these advisors are assisting us with a forensic analysis to determine whether any personally identifiable information ("PII") was compromised as a result of this breach. For any such PII data determined to have been compromised, these advisors will be assisting us in determining the appropriate compliance steps required with respect to that PII data. We have accrued a pre-tax loss reserve of $450,000 in the third quarter 2022 related to this event, which reserve includes the cost of engaging these external advisors and an estimate of other potential losses relating to the breach. This expense is included in selling, general and administrative expenses in the Condensed Consolidated Statements of Operations.

Employment-Related Claims Against the Company

As disclosed in Note 9 "Commitment and Contingencies" to the Notes to the Consolidated Financial Statements, included in Item 8 herein, a former employee who resigned has asserted various employment-related claims against the Company. We dispute such allegations and will incur additional SG&A expenses during 2023 to defend our position that such claims are without merit. Estimated professional services fees related to this matter during the first quarter of 2023 will approximate $400,000.

"Shelf" Registration Statement

In 2020, we put into place an effective shelf registration statement that allows us to offer and sell common stock, preferred stock, debt and other securities, either individually or in combination, up to a total dollar amount



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of $35 million in one or more offerings. These securities may be issued, from time to time, at our discretion based on our needs and market conditions. We believe that this shelf registration statement currently provides us flexibility with regard to potential financings that we may undertake when market conditions permit or as our financial condition may require. As of the date of this Form 10-K, we have not completed any offerings under our shelf registration statement, and we make no assurance that we can or will issue and sell any securities under our shelf registration statement.

Other than the factors discussed in this section and the potential further impacts of the pandemic on our business, we are not aware of any other trends, demands or commitments that would materially affect liquidity or our financial resources.

Off-Balance Sheet Arrangements

We do not have any off-balance sheet arrangements.

Inflation

We do not believe that inflation had a significant impact on our results of operations for the periods presented, although economic uncertainty, including the concerns of our clients and other companies with respect to inflationary conditions in North America and elsewhere, has had and may continue to have an adverse impact on the demand for our services. On an ongoing basis, we attempt to minimize any effects of inflation on our operating results by controlling operating costs and, whenever possible, seek to ensure that billing rates reflect increases in costs due to inflation. However, high levels of inflation may result in higher interest rates which would increase our cost of borrowings.

In addition, refer to "Item 1A. Risk factors" in this annual report on Form 10-K for a discussion about risks that inflation directly or indirectly may pose to our business.

Seasonality

Our operations are generally not affected by seasonal fluctuations. However, our consultants' billable hours are affected by national holidays and vacation patterns. Accordingly, we typically have lower utilization rates and higher benefit costs during the fourth quarter. Additionally, assignment completions tend to be higher near the end of the calendar year, which largely impacts our revenue and gross profit performance during the subsequent quarter.

Critical Accounting Policies and Estimates

Certain accounting policies are particularly important to the portrayal of our financial position, results of operations and cash flows and require the application of significant judgment by management, and as a result, are subject to an inherent degree of uncertainty. In applying these policies, our management uses judgment to determine the appropriate assumptions to be used in the determination of certain estimates. These estimates are based on our historical experience, terms of existing contracts, observances of industry trends and other available information from outside sources, as appropriate. The following explains our most critical accounting policies. See the Notes to the Consolidated Financial Statements, contained in Item 8, of this Annual Report on Form 10-K for a complete description of our significant accounting policies.

Revenue Recognition

The Company recognizes revenue on time-and-material contracts over time as services are performed and expenses are incurred. Time-and-material contracts typically bill at an agreed-upon hourly rate, plus out-of-pocket expense reimbursement. Out-of-pocket expense reimbursement amounts vary by assignment, but



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historically on average represent less than 2% of the total contract revenues. Revenue is earned on a per transaction or labor hour basis, as that amount directly corresponds to the value of the Company's performance. Revenue recognition is negatively impacted by holidays and consultant vacation and sick days.

The Company recognizes revenue on fixed price contracts over time as services are rendered and uses a cost-based input method to measure progress. Determining a measure of progress requires management to make judgments that affect the timing of revenue recognized. Under the cost-based input method, the extent of progress towards completion is measured based on the ratio of costs incurred to date to the total estimated costs at completion of the performance obligation. Revenues, including estimated fees or profits, are recorded proportionally as costs are incurred. Incurred cost represents work performed, which corresponds with, and thereby best depicts, the transfer of control to the client. The Company has determined that the cost-based input method provides a faithful depiction of the transfer of goods or services to the customer. Estimated losses are recognized immediately in the period in which current estimates indicate a loss. We record deferred revenues when cash payments are received or due in advance of our performance, including amounts which may be refundable.

The Company's time-and-material and fixed price revenue streams are recognized over time as the customer receives and consumes the benefits of the Company's performance as the work is performed.

In certain situations related to client direct hire assignments, where the Company's fee is contingent upon the hired resources' continued employment with the client, revenue is not fully recognized until such employment conditions are satisfied.

Accounts Receivable and Allowance for Uncollectible Accounts

The Company extends credit to clients based upon management's assessment of their creditworthiness. A substantial portion of the Company's revenue, and the resulting accounts receivable, are from Fortune 1000 companies, major systems integrators and other staffing organizations. The Company does not generally charge interest on delinquent accounts receivable.

Unbilled receivables represent amounts recognized as revenues based on services performed and, in accordance with the terms of the client contract, will be invoiced in a subsequent period.

Accounts receivable are reviewed periodically to determine the probability of loss. The Company records an allowance for uncollectible accounts when it is probable that the related receivable balance will not be collected based on historical collection experience, client-specific collection issues, and other matters the Company identifies in its collection monitoring.

Goodwill and Intangible Assets

Identifiable intangible assets are recorded at fair value as of the closing date when acquired in a business combination. Identifiable intangible assets related to acquisitions consisted of client relationships, covenants not-to-compete, trade names and technology, which are being amortized using the straight-line method over their estimated useful lives ranging from three years to twelve years, as more fully described in Note 3 "Business Combinations" and Note 4 "Goodwill and Other Intangible Assets, net" to the Notes to the Consolidated Financial Statements.

Excess purchase price over the fair value of net tangible assets and identifiable intangible assets acquired are recorded as goodwill. Goodwill is not amortized but is tested for impairment at least on an annual basis. If impairment is indicated, a write-down to fair value is recorded based on the excess of the carrying value of the reporting unit over its fair market value.



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We review goodwill and intangible assets for impairment annually as of October 1st or more frequently if events or changes in circumstances indicate that the carrying value of the assets may not be recoverable. The impairment test is performed at the reporting unit (business segment) level. Determination of recoverability is based on the lowest level of identifiable estimated future discounted cash flows resulting from use of the assets and their eventual disposition. Measurement of any impairment loss is based on the excess carrying value of the reporting unit over their fair market value.

In conducting our annual impairment testing, we have the option to first assess qualitative factors to determine whether the existence of events or circumstances leads to a determination that it is more likely than not (more than 50%) that the estimated fair value of a reporting unit is less than its carrying amount. If not, no further goodwill impairment testing is required. If it is more likely than not that a reporting unit's fair value is less than its carrying amount, we are then required to perform a quantitative impairment test. We also may elect not to perform the qualitative assessment, and instead, proceed directly to the quantitative impairment test.

Leases

Leases Right-of-use ("ROU") assets represent our right to use an underlying asset for the lease term and lease liabilities represent our obligation to make lease payments arising from the lease. Operating lease ROU assets and liabilities are recognized at commencement date based on the present value of lease payments over the lease term. Since most of the Company's leases do not have an implicit borrowing rate, we use our incremental borrowing rate based on the information available at commencement date in determining the present value of lease payments. Our leases may include options allowing us in our sole discretion to extend or terminate the lease, and when it is reasonably certain that we will exercise those options, we will include those periods in our lease term. Variable costs, such as payments for insurance and tax payments, are expensed when the obligation for those payments is incurred.

Business Combinations

The Company accounts for acquisitions in accordance with guidance found in ASC 805, Business Combinations ("ASC 805"). This guidance requires consideration given (including contingent consideration), assets acquired and liabilities assumed to be valued at their fair market values at the acquisition date. The guidance further provides that: (1) in-process research and development will be recorded at fair value as an indefinite-lived intangible asset; (2) acquisition-related transaction costs will generally be expensed as incurred; (3) restructuring costs associated with a business combination will generally be expensed subsequent to the acquisition date; and (4) changes in deferred tax asset valuation allowances and income tax uncertainties after the acquisition date generally will effect income tax expense.

ASC 805 requires that any excess purchase price over fair value of assets acquired (including identifiable intangibles) and liabilities assumed be recognized as goodwill. Additionally, any excess fair value of acquired net assets over acquisition consideration results in a bargain purchase gain. Prior to recording a gain, the acquiring entity must reassess whether all acquired assets and assumed liabilities have been identified and must perform re-measurements to verify that the consideration paid, assets acquired and liabilities assumed have all been properly valued.

The AmberLeaf financial results are included in the Company's Consolidated Financial Statements from the October 1, 2020 acquisition date.

Stock-Based Compensation

Effective October 1, 2008, the Company adopted a Stock Incentive Plan (the "Plan") which, as amended, provides that up to 4,900,000 shares of the Company's common stock shall be allocated for issuance to directors, executive management and key personnel. Grants under the Plan can be made in the form of stock options, stock



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appreciation rights, performance shares or stock awards. The Plan is administered by the Compensation Committee of the Board of Directors. Stock options are granted at an exercise price equal to the closing share price of the Company's common stock at the grant date and generally vest over a three to five-year period.

In October 2018, the Board of Directors of the Company approved the Mastech Digital, Inc. 2019 Employee Stock Purchase Plan (the "Stock Purchase Plan"). The Stock Purchase Plan is intended to meet the requirements of Section 423 of the Code and required the approval of the Company's shareholders to be qualified under Section 423 of the Code. On May 15, 2019, the Company's shareholders approved the Stock Purchase Plan. Under the Stock Purchase Plan, 600,000 shares of Common Stock (subject to adjustment upon certain changes in the Company's capitalization) are available for purchase by eligible employees who become participants in the Stock Purchase Plan. The purchase price per share is 85% of the lesser of (i) the fair market value per share of Common Stock on the first day of the offering period, or (ii) the fair market value per share of Common Stock on the last day of the offering period.

The Company accounts for stock-based compensation expense in accordance with ASC Topic 718 "Share-based Payments" which requires us to measure all share-based payments based on their estimated fair value and recognize compensation expense over the requisite service period. The fair value of our stock options and shares issued under the Company's Stock Purchase Plan is determined at the date of grant using the Black-Scholes option pricing model.

Income Taxes

The Company records an estimated liability for income and other taxes based on what management determines will likely be paid in the various tax jurisdictions in which we operate. Management uses its best judgment in the determination of these amounts. However, the liabilities ultimately realized and paid are dependent on various matters, including the resolution of the tax audits in the various affected tax jurisdictions, and may differ from the amounts recorded. An adjustment to the estimated liability would be recorded through income in the period in which it becomes probable that the amount of the actual liability differs from the amount recorded.

Management determines the Company's income tax provision using the asset and liability method. Under this method, deferred income taxes are provided for the temporary differences between the financial reporting basis and the tax basis of the Company's assets and liabilities. The Company measures deferred tax assets and liabilities using enacted tax rates in effect for the year in which we expect to recover or settle the temporary differences. The effect of a change in tax rates on deferred taxes is recognized in the period that the change is enacted. The Company evaluates its deferred tax assets and records a valuation allowance when, in management's opinion, it is more likely than not that some portion or all of the deferred tax assets will not be realized. As of December 31, 2022 and 2021, the Company provided a valuation allowance of $559,000 and $311,000, respectively, related to the uncertainty of the realization of foreign net operating losses ("NOL").

The Tax Cuts and Jobs Act of 2017 created a new requirement that certain income earned by foreign subsidiaries, known as global intangible low-tax income ("GILTI"), must be included in the gross income of their U.S. shareholder. The FASB allows an accounting policy election of either recognizing deferred taxes for temporary differences expected to reverse as GILTI in future years or recognizing such taxes as a current-period expense when incurred. We have elected to treat the tax effect of GILTI as a current-period expense as incurred.

The Company accounts for uncertain tax positions in accordance with ASC Topic 740-10, "Accounting for Uncertainty in Income Taxes". Accordingly, the Company has reported a liability for unrecognized tax benefits resulting from uncertain tax positions taken, or expected to be taken, in a tax return. As of December 31, 2022 and 2021, the Company provided $0 for uncertain tax positions, including interest and penalties, related to various federal and state income tax matters.



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Contingent Consideration Liability

In connection with the AmberLeaf acquisition, the Company had an obligation to pay consideration that was contingent upon the achievement of specified revenue growth and EBITA margin objectives. As of the acquisition date, the Company recorded a contingent consideration liability of $2.9 million representing the estimated fair value of the contingent consideration that was expected to be paid. The fair value of the contingent consideration liability was estimated by utilizing a probability weighted simulation model to determine the fair value of contingent consideration.

We re-measured this liability and recorded changes in the fair value when it was more likely than not that the future payments had changed. Increases or decreases in the fair value of contingent consideration can result from changes in timing and amounts of revenue and earnings estimates.

No contingent consideration revaluation was recorded in 2022 and 2020. In 2021, the Company revalued the contingent consideration liability related to the AmberLeaf acquisition after determining that relevant conditions for payment of such liability were likely not to be satisfied. The revaluation resulted in a $2.9 million reduction to the contingent consideration liability. The credit is reflected in selling, general and administrative expenses in the Company's Consolidated Statements of Operations, in Item 8, herein. No contingent consideration liability remained outstanding as of December 31, 2022 and 2021.

Derivative Instruments and Hedging Activities - Interest Rate Swap Contracts

Concurrent with the Company's borrowings on July 13, 2017 under its credit facility, the Company entered into an interest-rate swap to convert the debt's variable interest rate to a fixed rate of interest. These swap contracts, which matured on April 1, 2021, were designated as a cash flow hedging instrument and qualified as effective hedges at inception under ASC Topic 815 "Derivatives and Hedging". These contracts are recognized on the balance sheet at fair value. The effective portion of the changes in fair value on these contracts is recorded in other comprehensive income (loss) and is reclassified into the Consolidated Statements of Operations as interest expense in the same period in which the underlying transaction affects earnings.

With respect to derivatives designated as hedges, the Company formally documents all relationships between hedging instruments and hedged items, as well as its risk management objective and strategy for undertaking such transactions. The Company evaluates hedge effectiveness at the time a contract is entered into and on an ongoing basis. If a swap contract is deemed ineffective, the change in the fair value of the derivative is recorded in the Consolidated Statement of Operations as interest expense.

During the year 2022, we had no derivative instruments and hedging activities.

Foreign Currency Translation

The reporting currency of the Company and its subsidiaries is the U.S. dollar. The functional currency of the Company's subsidiary in Canada is the U.S. dollar because the majority of its revenue is denominated in U.S. dollars. The functional currency of the Company's Indian and European subsidiaries is their local currency. The results of operations of the Company's Indian and European subsidiaries are translated at the monthly average exchange rates prevailing during the period. The financial position of the Company's Indian and European subsidiaries is translated at the current exchange rates at the end of the period, and the related translation adjustments are recorded as a component of accumulated other comprehensive income (loss) within Shareholders' Equity. Gains and losses resulting from foreign currency transactions are included as a component of other income (expense), net in the Consolidated Statements of Operations. Foreign exchange gains of $650,000 in 2022 were primary due to exchange rate variations between the Indian rupee and the U.S. dollar. Foreign exchange gains and losses were not material in 2021 and 2020.



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Recently Issued Accounting Standards

Recent accounting pronouncements are described in Note 1 to the Consolidated Financial Statements contained in Item 8, herein.

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