thomasrayn

  Artificial intelligence is changing the finance chief’s workload faster than many hiring processes have changed with it. Deloitte’s Q2 2026 CFO Signals survey found that 93% of surveyed organizations use AI across key operations, while 59% of CFOs said balancing fast AI deployment with risk management was the leading challenge in building effective AI governance. The same survey found that 19% of CFOs already hold the greatest responsibility for AI governance within their companies. Deloitte Q2 2026 CFO Signals survey That shift changes what companies need from a CFO. Financial reporting and capital control remain central, but boards also need a finance leader who can assess technology spending, question AI assumptions, set controls around financial information, and connect investment decisions to measurable results. Hiring against an old CFO job description can leave a company with strong accounting leadership but gaps in the areas now shaping business risk. Start by definin...

  California’s June 2026 labor report contains 2 signals moving in different directions. The statewide unemployment rate fell to 5.2%, its lowest level since May 2024, while Information employment was 16,900 jobs lower than a year earlier. Professional and Business Services was also down 5,200 jobs over the year, according to the California Employment Development Department’s June report . National vacancy data points to a related split inside technology hiring. Software demand has started to recover in selected areas, yet much of the increase is concentrated in senior work and roles that name AI. The pattern matters in California because employers may have more applicants while still struggling to find people who can handle the exact work attached to an open role. California’s job totals conceal a narrower technology market The statewide figures don’t describe a general collapse. California added 106,900 nonfarm jobs between June 2025 and June 2026, even though the Informati...

Accounting enrollment rose in 2024, but the people entering those programs won’t reach Florida employers immediately. The AICPA’s 2025 Trends report found that undergraduate accounting enrollment increased 12% from 2023 to 2024. The same report showed that provisional bachelor’s completions fell 3.3% in the 2023 to 2024 academic year, while master’s completions fell 15%. The signals point toward a future supply response, with a near-term lag still in place. Demand is moving in the same direction for a different reason. The U.S. Bureau of Labor Statistics projects about 124,200 accountant and auditor openings each year from 2024 through 2034, with many openings caused by workers changing occupations or leaving the labor force. BLS also expects total employment in the field to rise 5% during that period. Together, these figures suggest that Florida employers are dealing with a timing and experience problem that broader enrollment gains can’t fix quickly. The pipeline recovery will ...

  The median nonexecutive position now takes 39 calendar days to fill, according to the SHRM 2026 recruiting benchmark . More than 2 in 3 organizations surveyed also reported difficulty hiring for open positions. The figures cover multiple occupations, but they expose a familiar problem in technology recruitment: a vacancy can stay open for weeks even when qualified people exist in the market. The delay often starts inside the hiring process. A role enters the market with an overloaded specification, candidates move through inconsistent screening, interview feedback arrives late, and decision makers change requirements after sourcing has begun. Each problem looks small in isolation. Together, they create a search that repeatedly loses viable candidates before an offer can be made. Hiring delays often begin with the original job brief Most IT searches are expected to follow a simple sequence. The employer defines the work, establishes required skills, sets compensation and emp...

  In August 2025, TypeScript passed Python as the most-used language on GitHub, yet Python added about 850,000 contributors in the same year, a rise of 48.78%. The GitHub Octoverse analysis described Python as a main language for AI work while developer activity spread across a growing set of tools. A larger talent pool makes accurate role definition more important because Python now sits inside different systems. That public event helps explain why a project can slow after hiring appears complete. A company may recruit someone with sound Python skills, then discover that the work needs deeper experience in API design, data pipelines, model deployment, or an older framework. The language matched, but the working context didn't. A useful hiring process defines the production problem before profiles are reviewed. Python’s growth has created separate hiring markets Python is used for web applications, data analysis, machine learning, automation, testing, and infrastructure work...

  The U.S. Bureau of Labor Statistics projects about 317,700 openings each year across computer and information technology occupations from 2024 through 2034. The same occupational group had a median annual wage of $105,990 in May 2024, so an extended vacancy can leave expensive work uncovered while managers spend more time screening applicants. Choosing a hiring method without matching it to the assignment can increase delay and interview effort. It can also produce a candidate who fits the title but misses the work. The choice usually sits among internal recruiting, a general agency, a specialist technology firm, or an independent professional. The right path depends on the role's duration, scarcity, assessment burden, and cost of delay. Define those conditions before comparing fees or delivery claims. Define the work before choosing the hiring channel A clear role brief should describe the work the person will own during the first 90 days. It should name the systems invol...