Addressing Labor Shortages

We're 295,800 nurses short nationwide… 42 states will face critical shortages by 2030. But when you look at what we're asking nurses to do, this shouldn't be surprising: → 88% say they're concerned about how staffing shortages affect patient care → 63% are assigned too many patients → 23% are performing tasks outside their scope Turnover remains elevated at 18.4%, still above pre-pandemic levels. 𝐘𝐞𝐭 𝐰𝐞'𝐫𝐞 𝐚𝐬𝐤𝐢𝐧𝐠 𝐭𝐡𝐞𝐬𝐞 𝐨𝐯𝐞𝐫𝐰𝐨𝐫𝐤𝐞𝐝 𝐩𝐫𝐨𝐟𝐞𝐬𝐬𝐢𝐨𝐧𝐚𝐥𝐬 𝐭𝐨 𝐬𝐩𝐞𝐧𝐝 1/3 𝐨𝐟 𝐭𝐡𝐞𝐢𝐫 𝐭𝐢𝐦𝐞 𝐨𝐧 𝐩𝐚𝐩𝐞𝐫𝐰𝐨𝐫𝐤. This creates a vicious cycle: Overworked nurses leave, worsening shortages for those who remain. Everyone's focused on recruiting more nurses. But what about stopping the exodus of the ones we have? 𝐓𝐡𝐞 𝐚𝐧𝐬𝐰𝐞𝐫 𝐬𝐭𝐚𝐫𝐭𝐬 𝐰𝐢𝐭𝐡 𝐡𝐨𝐰 𝐲𝐨𝐮 𝐫𝐮𝐧 𝐲𝐨𝐮𝐫 𝐩𝐚𝐭𝐢𝐞𝐧𝐭-𝐟𝐚𝐜𝐢𝐧𝐠 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬. While most health systems compete for the same shrinking talent pool, others are making their current staff more productive by using a patient-facing operating system that works across every department, every unit, every interaction. This translates in: → Workflows that maintain consistency while adapting to individual patient needs → Real-time routing systems that connect issues to the right people instantly → Technology that handles routine follow-ups so nurses can focus on patient care If you could give your nurses back even half of that paperwork time, you'd effectively increase your nursing capacity by 15% overnight… ---------- If you're rethinking how to support your nurses, here's how we can help: https://lnkd.in/eXJ8nZrE

LSU just cracked the code on the cybersecurity talent shortage, and it's brilliantly simple. They're having STUDENTS run their SOC. Yes, actual students managing real security incidents across 34 campuses, 24/7. The results? Mind-blowing: • Students handle 33% of all security incidents • Each student gets 1,000 hours of hands-on SOC experience • First 3 graduates? 100% hired immediately • Cost: Fraction of traditional SOC staffing Here's why this changes everything: For Universities: • Enterprise-grade security at student wages • Transition from reactive to proactive security • Access to advanced tools (Splunk SIEM/SOAR on AWS) For Students: • Real incidents, real pressure, real experience • Industry certifications while in school • Transcript documentation = instant credibility • Direct pipeline to $70K+ SOC analyst roles For Employers (this is huge): • Graduates with 1,000+ hours ACTUAL SOC experience • Already trained on enterprise tools • Battle-tested on real incidents • No "entry-level" learning curve The recruiting implications: As someone who's helped dozens transition into cybersecurity, the #1 barrier has always been "no experience." This model obliterates that barrier. Imagine interviewing a new grad who says: "I've already triaged 500 security incidents, managed SIEM/SOAR platforms, and responded to actual breaches." Game. Changed. Companies scrambling to fill SOC positions: Partner with universities NOW. Fund these programs. It's your talent pipeline for the next decade. Students wanting cybersecurity careers: Find schools with student-run SOCs. That 1,000 hours of experience is worth more than any certification. Universities sitting on the sidelines: You're leaving money and talent on the table. LSU proved the model works. The best part? This scales globally. Every university could implement this tomorrow. Who else sees this as the future of cybersecurity education? #Cybersecurity #HigherEd #TalentDevelopment #SOC #InfoSec #CybersecurityEducation #WorkforceDevelopment #StudentSuccess

Tariffs alone cannot undo decades of offshoring. Two challenges remain unresolved: a severe skilled manufacturing labor shortage and a fragile, incomplete supply chain. Without a complementary labor strategy and industrial policy in the U.S., China’s manufacturing advantage will remain intact. As of Jan 2025, there were 513,000 unfilled positions in the manufacturing sector in the U.S. Foxconn’s failed pledge to create 13,000 jobs in Wisconsin – ending with fewer than 1,000 by 2023 – stands as a cautionary tale of what happens when policy fails to align with labor and supply realities. Similarly, after struggling to staff its Nevada Gigafactory, Tesla shifted focus to Shanghai. Consider Foxconn’s iPhone plant in China. Even after extensive use of robotics, it still employs up to 200,000 workers at $2.50 an hour, working long shifts in dormitory-style housing. Such conditions are unacceptable to American workers. Apple’s entire supply chain requires more than 1 million such production workers. Can this be fulfilled in the U.S.? Apple’s CEO Tim Cook does not think so. Deindustrialisation of the U.S. lies at the heart of its labor conundrum, which has led to the loss of manufacturing supply chains and a labor market lacking experienced workers. Meanwhile, in Shenzhen, an entire laptop can be assembled, tested, and packaged in a single day – thanks to dense industrial clusters, coordinated logistics, and decades of supply chain integration. The U.S. must restore each link of the supply chain and ensure its labor market can fulfil its manufacturing needs. Washington needs a practical strategy – one grounded in the labor realities the country faces. Taiwan and Malaysia use millions of non-resident workers to power $432 billion in combined exports, without demonstrably negatively affecting local job markets. The U.S. could consider piloting industrial zones – either in manufacturing-heavy states or near the southern border – managed jointly by federal or state governments and industry partners. These zones would integrate multiple segments of the supply chain within strategically designed areas. Special Industry Time-bound Visa Pilot Program can be introduced to allow temporary non-resident workers to fill designated roles within approved zones. The U.S. could also revisit the maquiladora concept – setting up American-administered industrial zones in Mexico, complemented with duty-free reimportation and enforceable labor standards. Tariffs may create pressure on companies, but they cannot rebuild a weakened manufacturing base on their own. A re-industrialisation strategy would help restore domestic supply chains, strengthen labor protections, and give the U.S. a structural edge in the manufacturing race against China.   For the American working class, bringing back factory jobs requires more than tariffs – it requires a system that works for both employers and workers. #Tariffs

𝘛𝘩𝘦 𝘴𝘬𝘪𝘭𝘭𝘴 𝘨𝘢𝘱 𝘪𝘴 𝘢 𝘱𝘦𝘳𝘴𝘪𝘴𝘵𝘦𝘯𝘵 𝘢𝘯𝘥 𝘨𝘳𝘰𝘸𝘪𝘯𝘨 𝘤𝘩𝘢𝘭𝘭𝘦𝘯𝘨𝘦. While demand for talent remains high, the hiring rate has fallen sharply, and a shocking number of job openings remain unfilled even as the number of unemployed people is steadily rising. One major reason for these developments is a growing disconnect between the skills employers need and those job seekers have. To meet this challenge, we need to rethink how we approach talent development. Reskilling and upskilling are a necessity. Businesses can’t wait for the perfect candidate with the perfect skill set to show up—they need to invest in developing the skills of the workers they already have. How? There’s mentorship, training programs, and leveraging technology like AI. All these can ensure workers are equipped with the skills we need today and in the future. But it’s not just about developing one’s in-house talent. Employers must also be open to diversifying their approach to attracting external talent, including identifying and engaging with untapped talent pools—people who might not have followed traditional career paths but have the skills to thrive in the right environment. In an era characterized by rapid technological change, employers must take a proactive, forward-looking approach to investing in talent, offering the right opportunities for growth, and developing skills that align with tomorrow’s needs. Only through these efforts can we close the skills gap and build a future-ready workforce.

Updating a break room for nurse well-being is kind of like fluffing pillows in a burning building! I just read a recent Becker's Healthcare article recommending break room renovations - new paint, comfy furniture, and snack stations to boost #nurse morale and retention. Make no mistake: nicer break rooms are nice. But, they are not a solution to our broken #healthcare system and #nursing crisis. Core issues break rooms can't fix: 1. Chronic understaffing and excessive workloads: Long shifts related to too high staffing ratios, mandatory overtime, and emotional exhaustion. Nearly 138,000 nurses have left since 2022, and among those not retiring, ~41% cite burnout as the primary driver. 2. Administrative overload: Meaningless charting, compliance tasks, and tiered bureaucracy eat away at direct patient care time and cause morale to plummet. 3. Moral injury and compassion fatigue: Staffing and systemic failures force nurses to deliver unsafe care, causing moral injury. The emotional toll on nurses is driving #burnout, disengagement, and even increasing tragedies like suicide. It's time we demand things that actually help: ✅ Staffing ratios ✅ Economic and billing structures for nursing ✅ Workflows that make sense and reduce needless labor ✅ Nursing leaders who are empowered by the system ✅ Mental health support and other wrap-around services - not platitudes It's time to RE-WORK the system, not just the break room! Even the nicest break room won't keep nurses engaged. Article: https://lnkd.in/gCB-_-hx #nursesonlinkedin #healthcareonlinkedin

The semiconductor industry complains about verification talent shortage. Then requires 5 years of experience for entry-level roles. The skills gap isn't an education problem. It's an access problem. Universities teach SystemVerilog and UVM basics. Students graduate with theoretical knowledge. But verification expertise comes from: - Debugging a 10-million-gate design - Writing testbenches that catch corner cases in complex protocols - Understanding how design decisions create verification challenges - Building coverage strategies for mixed-signal systems You can't learn that in a classroom. You learn it on real projects. THE CATCH-22: - Junior engineers need complex projects to build expertise - Companies won't put juniors on complex projects - Junior engineers stay junior - Companies complain about talent shortage The companies solving this are building internal apprenticeship models: - Junior engineer pairs with senior on real verification work - Senior handles architecture, junior builds testbenches with guidance - Code reviews become teaching moments, not just quality gates - 12-18 months later, you have a capable mid-level engineer This costs time and patience. But it's faster than waiting for the market to produce "experienced" engineers who learned somewhere else. The talent shortage is real. But it's maintained by companies who won't invest in creating the talent they need. We grow talent internally and share that capacity.

4 key gaps in the semiconductor talent pipeline & Solutions I. Gap: Manufacturing & Process Engineering Talent (Fabs / OSATs) 🚀 What’s missing Very limited expertise in: - Lithography, etch, deposition, CMP - Yield engineering & SPC - Tool installation, maintenance, and ramp-up Most graduates are design- or software-oriented, not factory-oriented. 🚀 Why academia alone can’t solve it - Universities lack live fabs, equipment access, and yield data - Process learning is experiential, not theoretical 🚀 Solutions (Academia–Industry) - Fab-embedded degree tracks: Final-year students spend 6–12 months inside fabs/OSATs. - Adjunct faculty from fabs teaching process modules. - Government-funded “process residency programs” (modeled on medical residencies). - Joint labs focused on manufacturing analytics, SPC, yield learning (using anonymized fab data). 2. Gap: Advanced Packaging, Test & Reliability Skills 🚀 What’s missing - Shortage of engineers skilled in: - Advanced packaging (SiP, fan-out, 2.5D) - DFT, ATE programming, characterization - Automotive / aerospace reliability & failure analysis 🚀 Why this is critical for India - India’s near-term edge is OSAT + ATMP, not bleeding-edge logic fabs. 🚀 Solutions - Packaging & Test Centers of Excellence co-run by universities + OSATs. - Mandatory hands-on packaging projects in electronics curricula. - Shared access to test equipment and reliability labs via national facilities. - Industry-sponsored certification tracks (AEC-Q, JEDEC, MIL standards). 3. Gap: System-Level & Product-Oriented Chip Designers 🚀 What’s missing - Designers who understand: - End systems (automotive, power, RF, industrial) - Cost, yield, packaging, and field reliability Most designers are trained narrowly in RTL/verification. 🚀 Why it hurts the ecosystem - Leads to over-designed, under-commercialized chips - Weak linkage between design decisions and manufacturing realities 🚀 Solutions - Shift curricula from block-level design → product-level design. - Industry-defined capstone projects with real cost, PPA, and packaging constraints. - Co-teaching by chip designers + system OEM engineers. - Incentives for startups to host student product teams, not just interns. 5. Gap: Faculty Capability & Research Translation 🚀 What’s missing Too few faculty with: - Recent industry fab/design experience - Exposure to real PDKs, test flows, and yield constraints - Research often stays academic, not manufacturable. 🚀 Why this is a systemic issue - Faculty capability determines what students learn - Industry struggles to adopt academic research outputs 🚀 Solutions - Industry sabbaticals for faculty (6–24 months inside fabs, OSATs, design houses). - Joint IP ownership models to encourage applied research. ~~~~~~ If you are looking to invest in semiconductors and need expert insights, drop us a DM.

𝐈𝐧𝐝𝐢𝐚 𝐈𝐬 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐂𝐡𝐢𝐩𝐬 𝐚𝐭 𝐑𝐞𝐜𝐨𝐫𝐝 𝐒𝐩𝐞𝐞𝐝, 𝐚𝐧𝐝 𝐭𝐡𝐞 𝐍𝐞𝐱𝐭 𝐁𝐢𝐠 𝐎𝐩𝐩𝐨𝐫𝐭𝐮𝐧𝐢𝐭𝐲 𝐈𝐬 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐂𝐡𝐢𝐩-𝐌𝐚𝐤𝐞𝐫𝐬 𝐭𝐨 𝐌𝐚𝐭𝐜𝐡 Two semiconductor foundation stones. Two states. One clear opportunity: India's infrastructure is moving fast, and it's time our skilling ecosystem moved with the same energy and pace. CG Semi's ₹7,600 crore #OSAT facility in #Sanand is now India's third semiconductor plant, targeting 1.5 crore chips daily. In Visakhapatnam, #ASIPTechnologies has begun work on South India's first chip packaging facility, a ₹2,387 crore project with South Korea's APACT, set to package 96 million chips annually and create over 2,600 direct and indirect jobs. This isn't ambition anymore. It's infrastructure already under construction. What This Demands From Colleges and Universities ➜ ITIs need urgent upgrading - semiconductor assembly, packaging, and testing modules aren't optional additions anymore, they're baseline curriculum for the jobs already being created in Sanand and Vizag. ➜ Interdisciplinary programmes, not siloed degrees - chip packaging today needs materials science, electronics, and precision engineering working together, most curricula still teach these separately. ➜ Operational industry-academia MoUs - CG Semi, ASIP, Micron, Renesas must co-design syllabi directly, not sign ceremonial partnerships that never touch a classroom. ➜ Faculty upskilling first - you cannot teach advanced packaging or design tools you've never used yourself; teacher training has to precede student training. ➜ State-level Centres of Excellence - semiconductor skilling cannot stay concentrated in Bengaluru and Gujarat while Andhra Pradesh and other states build capacity from scratch. 𝐓𝐡𝐞 𝐉𝐨𝐛 𝐏𝐫𝐨𝐟𝐢𝐥𝐞𝐬 𝐄𝐦𝐞𝐫𝐠𝐢𝐧𝐠 𝐑𝐢𝐠𝐡𝐭 𝐍𝐨𝐰 Semiconductor packaging technicians, test engineers, wire-bond and flip-chip specialists, GIS and spatial #dataanalysts for smart infrastructure, IoT systems integrators, digital twin modellers for urban planning. None of these existed as mainstream career tracks a decade ago. Most Indian campuses still aren't training toward them at scale. The real infrastructure gap isn't concrete and capital anymore. It's classrooms, curricula, and confidence in vocational education. We are laying foundation stones for factories at record pace, and it's time we matched that same urgency in laying the foundation for the skilled workforce to run them. The good news is this gap is entirely closable, and closing it doesn't require waiting in line. It requires administrators, educators, and industry moving together, simultaneously, not sequentially. India Semiconductor Mission Make In India Association Of Indian Universities #semiconductor #educators #administrators #digitaltwin #universities #skilldevelopment #fablab #chipmanufacturing #IndiaSemiconductorMission #chipdesign #techrevolution #electronicmanufacturing

The US accounting profession is 300,000 people smaller than it was in 2019. And it's not because of AI... That's not a rounding error. It's a structural shift, and CFOs are now the ones absorbing the consequences. 𝗛𝗲𝗿𝗲'𝘀 𝘁𝗵𝗲 𝗿𝗲𝗮𝗹𝗶𝘁𝘆: the pipeline was already shrinking before the exits accelerated. • Only 1.4% of college students now major in accounting, down from 4% a decade ago. • 75% of current CPAs are approaching retirement age. • CPA exam candidates have dropped 27% over the past decade. • And yet the Bureau of Labor Statistics projects 120,000+ accounting and audit openings every single year. The math doesn't work. Supply is falling. Demand is not. For finance leaders, this shows up in ways that are hard to ignore. CPA-credentialed roles now take an average of 73 days to fill, 41% longer than non-credentialed equivalents. Over 90% of finance leaders report difficulty finding qualified professionals. 𝗧𝗵𝗶𝘀 𝗶𝘀 𝘄𝗵𝗲𝗿𝗲 𝗺𝗼𝘀𝘁 𝗖𝗙𝗢𝘀 𝗴𝗲𝘁 𝗶𝘁 𝘄𝗿𝗼𝗻𝗴: they treat it as a hiring problem. It isn't. It's a workforce design problem. The question stops being "𝘩𝘰𝘸 𝘥𝘰 𝘸𝘦 𝘧𝘪𝘯𝘥 𝘮𝘰𝘳𝘦 𝘊𝘗𝘈𝘴?" It becomes: "𝘩𝘰𝘸 𝘥𝘰 𝘸𝘦 𝘣𝘶𝘪𝘭𝘥 𝘢 𝘧𝘪𝘯𝘢𝘯𝘤𝘦 𝘧𝘶𝘯𝘤𝘵𝘪𝘰𝘯 𝘵𝘩𝘢𝘵 𝘱𝘦𝘳𝘧𝘰𝘳𝘮𝘴 𝘢𝘵 𝘢 𝘩𝘪𝘨𝘩 𝘭𝘦𝘷𝘦𝘭 𝘸𝘪𝘵𝘩 𝘢 𝘴𝘵𝘳𝘶𝘤𝘵𝘶𝘳𝘢𝘭𝘭𝘺 𝘴𝘮𝘢𝘭𝘭𝘦𝘳 𝘵𝘢𝘭𝘦𝘯𝘵 𝘱𝘰𝘰𝘭?" That means rethinking automation, broadening credential requirements, investing in adjacent talent, and being honest with your board about the risk. Have you experienced the accounting talent shortage as well?