ManpowerGroup: AI Skills Now Top Talent Shortage
For the first time, AI-related capabilities have become the most in-demand skill set globally, according to a ManpowerGroup survey of 39,000 employers. The 2026 Talent Shortage Survey reveals that 72% of employers report difficulty filling roles as the need for AI skills surpasses traditional engineering and IT.
- For hardware sales with long cycles, combining forecasting methods is crucial; multivariable analysis can incorporate signals like stakeholder engagement and economic indicators, while AI-driven models are better for new business, and time-series analysis is more accurate for renewals. - Top-performing semiconductor sales organizations establish rigorous performance management that tracks key metrics throughout the entire sales pipeline, moving beyond just sales revenue to include the total addressable market and the quality of revenue from each key account. - To maintain pipeline hygiene in a long sales cycle, deals that have been inactive for 30-60 days should be closed or recycled, and if a deal's close date slips more than twice, it should trigger a mandatory management review. - A key metric for pipeline health in high-ACV deals is the pipeline coverage ratio, with most sales leaders in complex environments aiming for a total pipeline value that is three to four times their quota for the period to buffer against deals that slip or are lost. - In enterprise hardware sales, it's critical to tailor the sales process for multi-stakeholder deals by identifying and enabling internal champions who can advocate for the solution and building relationships with procurement, legal, and IT departments early in the cycle. - Effective sales operations dashboards for technical sales should integrate data from CRM, marketing, and finance systems to provide a unified view of metrics like deal velocity, stage conversion rates, and deal aging, which are leading indicators of revenue. - CRM automation in the hardware sector can streamline the sales process by managing leads, quotes, and orders in a centralized platform, tracking inventory to prevent shortages, and logging all customer interactions to provide a complete history for the sales team. - Revenue Operations (RevOps) frameworks help align sales, marketing, and customer success to create more predictable revenue by establishing shared goals and processes; companies that adopt a RevOps model are expected to represent 75% of the highest-growth companies by 2026.
