Private equity data provider Pitchbook often does interesting data pieces on the tech industry. Their most recent piece on the tech industry’s layoffs trend is no different. Here’s a review.

Despite recent high-profile layoffs at companies like Miro, Consensys, and Dropbox, the tech sector’s layoff picture is much better than it used to be. Looking at daily information from Layoffs.fyi, tech industry job losses dropped a lot, reaching a two-year low in October 2024.

Although Miro recently let go of 275 employees, representing 15% of its workforce, while Consensys and Dropbox each reduced their headcounts by 20%, these cases have so far been outliers in a broader industry trend where layoffs have become increasingly rare.

The Data

Data from Layoffs.fyi reveals that the number of tech employees laid off in October 2024, around 3,000 from 33 companies, was less than half compared to October 2023. This decrease in layoffs follows a peak in job cuts in early 2023, which has since seen a 45% drop in companies announcing workforce reductions by the third quarter of 2024.

The Backdrop

This shift can be traced back to mid-2022 when the venture funding market weakened, prompting tech companies to focus on profitability and operational efficiency over rapid growth. Many startups, especially those in Software-as-a-Service (SaaS) and fintech, were forced to scale back after raising funds at high valuations during the market’s peak. Miro, which has not raised venture capital since a 2021 funding round valuing it at $17.1 billion, cited structural inefficiencies and a push for a leaner organization as reasons for the recent cuts.

Some Areas are Gaining Steam

Meanwhile, as the tech industry stabilizes, other areas are gaining momentum, particularly those aligned with AI advancements. The tech-heavy Nasdaq index has risen 23% since the start of 2024, and venture capital interest is growing in AI-focused startups. Major venture funds like Andreessen Horowitz and Thrive Capital have accumulated significant resources to support the next wave of innovation in this area. Investors and venture capitalists are now advising startups with solid financial footing to adopt a more aggressive growth strategy, positioning them to capitalize on emerging opportunities.

The Current Landscape Overall

Overall, the current landscape suggests that, while layoffs persist in certain segments, the tech industry’s overall health suggests that tech life is still good. With that said, companies are increasingly focused on sustainable growth, and sectors related to AI are showing renewed investment interest, suggesting a more balanced and optimistic outlook for the future of tech.

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Contrary to popular wisdom, through the third quarter of 2024, private equity (PE) markets continued moving forward despite some mixed performance. There are certainly some positive signs of PE revival while some continued evidence of ongoing challenges.

Overall, despite a slow start to the year, private equity deal-making showed some improvement, although it has not yet fully lived up to earlier expectations. By mid-2024, deal values had topped $325 billion, marking a recovery from 2023’s decline, although activity remains below pre-pandemic highs.

A Complex Landscape

The private equity market continues to navigate a complex landscape, shaped by macroeconomic factors driven by high interest rates, continued inflationary pressures, and abnormally strong but volatility in public markets. The U.S. Federal Reserve’s decision to maintain higher interest rates has strained leveraged buyouts, but deal terms are becoming more favorable due to competition among lenders. Despite no official rate cuts from the Fed, sectors as broad as technology, healthcare, and industrials have remained active, with deal volumes in these areas surpassing pre-pandemic levels.

Challenges

One significant challenge for private equity firms in 2024 has been the slowdown in exit opportunities. Public equity markets have rebounded strongly, but private company valuations have not caught up, creating a lag that has affected the pace of exits. The secondary market, including net asset value (NAV) lending and secondary transactions, has played a larger role as firms explore alternative exit strategies.

Fundraising

Fundraising has also seen improvements in some regions, particularly in the U.S., where deal-making momentum has provided optimism for a potential recovery in fundraising conditions later in the year. However, regulatory uncertainty, especially around ESG (Environmental, Social, and Governance) policies, has created additional complexities for private equity firms operating in the U.S. and Europe.

Summing Up

Overall, while private equity showed some signs of recovery in the third quarter of 2024, the market remains cautious. Deal activity has picked up in key sectors, but the higher-for-longer interest rate environment and delayed private valuations have slowed exit activity, prompting firms to seek innovative solutions to navigate these challenges.

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On Friday, the Bureau of Labor Statistics (BLS) released their monthly jobs report, showing a preliminary estimate of 254,000 net new jobs in the American economy in September. The much-better-than-expected result begs the question – How believable is it? Here’s a look at revisions to the monthly jobs report by month for the initial release, and the first and second revisions.

The Monthly Jobs Numbers

The following is the monthly jobs for the initial reading (second column), first revision, second revision, and the difference from the original reading to the second (or first if there is only one revision) revision. On net, the average revision is a drop from the initial reading of 21,000. In 2024, the average difference has been downward by 36,000.

Looking at the Revisions

The first reading typically gives markets and policymakers an early snapshot of employment trends. However, as more accurate data becomes available, the revisions can be significant, as shown.

Initial vs Revised Readings

The data shows both upward and downward adjustments between the initial and revised readings. In some months, like March 2023, the revisions were significant, with the final estimate being much lower than the initial one. In other months, like April 2023, the revised estimates actually increased compared to the original report.

Differences Between Initial and Final Estimates

One key takeaway from the data is the magnitude of the difference between initial readings and final revisions. The difference from the original reading, shown in the second chart, highlights how much job estimates can change over time. In January 2023, the number of jobs was revised down by 35,000 from the initial estimate, while in April, the revisions added 25,000 jobs to the original report. The trend, though, is nowhere near positive, and, as shown, have gotten increasingly negative. One may be well served considering recent jobs numbers with a bit of skepticism.

Conclusion

Understanding these revisions is crucial, especially when analyzing short-term trends in employment. Revisions often reflect the evolving picture of the economy and can sometimes be more informative than the initial reading. Tracking these changes over time can help paint a clearer picture of labor market trends and guide better decision-making by economists, policymakers, and businesses.

Judging by recent revisions in the jobs market counts relative to 2023, one may be well-served being a little more cautious than normal in assuming high monthly jobs numbers are realistic.

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