Top 5 Jobs in Government That Are Most at Risk from AI in Salt Lake City - And How to Adapt

By Ludo Fourrage

Last Updated: August 26th 2025

Salt Lake City government worker using AI tools with city skyline in background

Too Long; Didn't Read:

Salt Lake City government roles most at risk from AI: admin/clerical, procurement, claims processing, entry‑level financial analysts, and routine IT. AI can cut PO costs from ~$68 to $17, reduce contract time by ~65%, and boost FP&A productivity up to ~20%. Train and reskill.

Salt Lake City's government workforce is waking up to the same forces already reshaping construction and procurement nationwide: AI is moving beyond flashy pilots into routine admin, contract work, and risk forecasting, so roles that handle payroll, purchase orders, permits, and claims are especially exposed.

Industry research shows AI is commonly used for administrative tasks (47%) and project/client management (42%), with adoption rising to about 64% at larger firms - evidence that tools built for builders and public‑works teams are maturing fast (Houzz report on AI adoption in construction and design).

Practical examples matter: digitization and AI can cut PO processing from roughly $68 to $17 per order and aim lower, signaling big budget and time savings for municipal procurement (Kojo analysis of AI effects on construction procurement).

At the same time, Utah's OAIP hub is building guardrails for responsible rollout across state and local agencies (Utah OAIP hub guide to using AI in government - Salt Lake City 2025), so the disruption is as much about retraining people as it is about replacing tasks - imagine a wildfire‑forecast model flagging a Wasatch foothills evacuation priority before the next shift starts.

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Table of Contents

  • Methodology - How we identified the top 5 at‑risk government jobs
  • Administrative and Clerical Staff - Workday and Conduent automation of HR, payroll, and records
  • Contract and Procurement Specialists - Workday contract intelligence and CLM tools
  • Claims Processors and Benefit Eligibility Staff - Conduent claims automation and fraud detection
  • Financial Analysts (entry-level) - Workday forecasting and financial automation
  • Routine IT/Operations and Support Roles - Amentum and Slalom's digital transformation and AI agents
  • Conclusion - Practical next steps for Salt Lake City government workers and leaders
  • Frequently Asked Questions

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Methodology - How we identified the top 5 at‑risk government jobs

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The methodology blended vendor capability mapping, industry surveys, and state‑level guidance to pinpoint which Salt Lake City government roles are most exposed to automation: vendor platform features (for example, Appian's contract lifecycle management, intelligent document processing, RPA and AI agents) were catalogued and matched to routine tasks in municipal job descriptions (Appian procurement and process automation offerings); sector research from procurement leaders helped weight which functions are already being piloted or scaled (the Hackett Group's 2025 procurement study shows broad Gen AI adoption and measurable productivity gains in purchase‑order processing, spend analytics and contract work, with pilots reporting up to ~10% improvements) (Hackett Group 2025 procurement generative AI study); and public‑sector briefs framed practical state use cases and governance tradeoffs (NASCIO/NASPO guidance on AI‑powered procurement informed risk and governance criteria) (NASCIO and NASPO AI-powered procurement brief).

Roles were scored by task routineness, volume of document handling, and presence of vendor automation features to produce the final at‑risk list used in this post - a method meant to show not just where AI can replace work but where it can be deployed to augment staff safely and efficiently.

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Administrative and Clerical Staff - Workday and Conduent automation of HR, payroll, and records

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Administrative and clerical roles in Salt Lake City government are squarely in the path of practical, enterprise-grade automation: Workday's Illuminate platform now embeds role-based AI agents that can auto‑summarize records, surface payroll anomalies, and speed hiring and expense workflows - real outcomes like “7,500 hours saved on submitting expenses” and a reported 70% reduction in candidate‑screening time show how routine tasks can be dramatically compressed into minutes rather than whole workdays; city HR teams managing benefits, timekeeping, and records should read the Workday Illuminate AI platform overview for HR and finance brief to see which agents (Recruiter, Expenses, Payroll, Contract Intelligence) could be applied, and pair that technical change with the Utah OAIP hub guidance on responsible AI for government automation so automation augments staff rather than surprises them; the practical “so what?” is simple - when an assistant can draft a compliant job posting and reconcile dozens of expense lines in the time it takes to brew a coffee, clerical teams can shift toward higher‑value work like constituent service, audits, and proactive compliance instead of endless data entry.

"The business world is in the midst of a tectonic shift, excited about the immense potential of AI while also struggling to implement it in a way that drives meaningful results," said Carl Eschenbach, CEO, Workday.

Contract and Procurement Specialists - Workday contract intelligence and CLM tools

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For Salt Lake City contract and procurement specialists, modern CLM tools can turn a mountain of PDFs into an actionable, auditable repository - Workday Contract Lifecycle Management, powered by Evisort AI, promises end‑to‑end automation (from automated redlining and clause libraries to “Ask AI” search and custom models) that can slash cycle times and surface risks or savings hidden across agreements; Workday reports outcomes like a 65% reduction in contract execution time and the ability to analyze hundreds of thousands of documents quickly, with average Contract Intelligence deployments measured in weeks, not months.

Integrations with e‑signature and document systems (DocuSign, SharePoint, Box) and partner offerings like Icertis and IntelAgree make it easier for Utah agencies to link procurement, finance, and contract records so spend visibility and renewal alerts aren't trapped in silos - imagine spotting an unwanted auto‑renewal or an overlooked indemnity clause in the time it takes to grab a coffee.

Pairing CLM rollout with the Utah OAIP hub's guidance helps ensure these gains are governed and practical for public‑sector use (Workday Contract Lifecycle Management overview, Icertis integrations for Workday, Utah OAIP hub guidance for public-sector AI procurement).

“Workday Contract Lifecycle Management is one of the most versatile tools I have ever used. From the simplicity of the approach, to the AI and the self-configurable workflows, it's easy to get ROI in a couple of months.” - Procurement Manager

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Claims Processors and Benefit Eligibility Staff - Conduent claims automation and fraud detection

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Claims processors and benefit‑eligibility staff in Salt Lake City and across Utah face concrete change as Conduent's intelligent claims automation moves routine intake, data extraction and exception handling from inboxes into fast, auditable pipelines - platforms that advertise up to a 15X reduction in processing time, 95% straight‑through processing at the field level, and near‑perfect data extraction accuracy (Conduent claims administration automation).

For Utah's public benefits programs that juggle high volumes and tight compliance windows, these tools can turn weeks of backlogged adjudication into same‑day routing, while VeriSight's anti‑fraud suite helps stop synthetic IDs, bots and suspicious payment patterns before benefits are diverted (VeriSight anti‑fraud solutions).

The practical payoff is clear: fewer manual reviews, faster member access to care, and eligibility teams spending more time resolving complex cases instead of chasing paperwork - a shift as noticeable as clearing a year's worth of envelopes in a single afternoon.

“Using old detection systems to find fraud is like finding a needle in a haystack. You have to really search for it, and you may never find it.”

Financial Analysts (entry-level) - Workday forecasting and financial automation

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Entry‑level financial analysts in Salt Lake City's municipal finance shops are squarely in the crosshairs of forecasting and automation: Workday Adaptive Planning centralizes budget inputs, driver‑based models and “what‑if” scenario work so monthly roll‑ups, headcount modeling, and routine variance reporting no longer live in error‑prone spreadsheets but in one auditable platform (Workday Adaptive Planning use cases for collaborative budgeting and forecasting).

That shift matters locally because city budgets and grant reports depend on quick, repeatable forecasts - what took days of spreadsheet wrangling can transform into fast, collaborative reforecasts that surface risks earlier and free analysts to focus on policy questions.

Implementations show measurable gains (faster cycle times, more scenario runs, and improved data trust), with studies citing FP&A productivity gains up to ~20% and dramatic planning‑cycle reductions that let teams move from annual to rolling forecasts (QMetrix / Forrester summary of Adaptive Planning economic value); case work with clients moving off Excel reports demonstrates shorter reporting windows and clearer decision support (VEIC case study: improving municipal budget process with Workday Adaptive Planning).

The practical “so what?” is vivid: a junior analyst who once spent a week stitching ledgers can become the person who spots a looming deficit and models the fix before the next council packet lands on a desk.

BenefitReported improvement
FP&A productivityUp to 20% improvement
Planning/reporting cycle time50–70% reduction
Three‑year ROI~249% (Forrester summary)

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Routine IT/Operations and Support Roles - Amentum and Slalom's digital transformation and AI agents

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Salt Lake City's routine IT, operations and support roles are increasingly vulnerable not because code will replace people overnight, but because vendors and contractors are packaging AI agents, RPA and robotic inspection into turnkey services that shift the day‑to‑day work from manual ticket triage to supervising automated pipelines and robots; Amentum's digital transformation and business‑process analytics work shows how AI, machine learning and robotic process automation can turn complex workflows - inspection of sewers, pipelines or even nuclear interiors - into data‑rich, auditable systems, and Utah agencies should prepare for technicians to become orchestration leads who monitor alerts, tune models and keep automated fleets running safely (Amentum business-process analytics services, Amentum robotics for harsh environments project); practical local guidance from the Utah OAIP hub and trainings that cover AI safety, cybersecurity and cloud operations can help entry‑level staff pivot into these higher‑value roles rather than lose ground to automation (Utah OAIP hub AI safety and cloud operations training guide).

The “so what?”: instead of crawling into a clogged storm line, a technician may soon be the person watching a live robot feed and diagnosing a failing pump from a tablet - work that's safer, faster, and requires a different mix of troubleshooting and vendor‑management skills.

Job Title Location Clearance Notes
Entry‑Level IT Operations Support Specialist Dahlgren, VA Top Secret/SCI required Amentum collaborates with UiPath for RPA; mission‑critical IT support

“The reasons for launching CRADLE are to progress fundamental research capability at the cutting edge of robotics, but also to deliver impact by commercialising innovation and ensuring that it meets the real needs of industry. CRADLE will develop skills and talent, ensuring a pipeline of world-class people in the robotics field and supporting further growth in both organisations. Autonomous inspection and repair systems increase our capability to extend the life of water and energy networks, roads, bridges and railways, which makes infrastructure more sustainable, reduces the need for new build and advances the shift to a net-zero carbon economy.”

Conclusion - Practical next steps for Salt Lake City government workers and leaders

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Practical next steps for Salt Lake City government workers and leaders start with triage and training: use national governance guides like the NACo AI County Compass toolkit for local governance and implementation of artificial intelligence (NACo AI County Compass toolkit) to classify low‑risk versus high‑risk AI projects, align procurements and pilots with the Utah Office of Artificial Intelligence Policy news and guidance (Utah Office of Artificial Intelligence Policy news and guidance), and pair those governance moves with concrete reskilling so staff can supervise agents, validate outputs, and keep data clean - skills Utah is actively building through public‑private training partnerships.

For individual workers and teams, short, practical programs that teach prompts, tool use, and job‑based AI tasks accelerate this shift; consider the AI Essentials for Work bootcamp to learn workplace AI skills in 15 weeks and translate vendor features into safer, auditable local workflows (AI Essentials for Work bootcamp registration - Nucamp).

The combined approach - risk triage, governance, and targeted reskilling - lets Salt Lake City capture productivity gains while protecting constituents, turning paper‑clogged processes into monitored dashboards and giving employees room to do higher‑value, human‑centered work.

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“Most jobs that are going to involve AI are going to be augmented by AI rather than replaced by AI.” - Zachary Boyd, Director, Utah Office of Artificial Intelligence Policy

Frequently Asked Questions

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Which five Salt Lake City government jobs are most at risk from AI?

The article identifies five high‑exposure roles: Administrative and clerical staff (HR/payroll/records), Contract and procurement specialists (CLM and contract intelligence), Claims processors and benefits eligibility staff (intelligent claims automation and fraud detection), Entry‑level financial analysts (forecasting and planning automation), and Routine IT/operations/support roles (RPA, AI agents, autonomous inspection). These roles were chosen based on task routineness, document volume, and available vendor automation features.

How were the at‑risk roles identified (methodology)?

The methodology combined vendor capability mapping (features like CLM, intelligent document processing, RPA and AI agents), sector research and surveys (adoption rates and productivity gains in procurement and FP&A), and public‑sector guidance (state governance briefs and OAIP recommendations). Roles were scored by routineness, document handling volume, and presence of vendor automation features to produce the final list.

What practical impacts and savings can Salt Lake City expect from adopting these AI tools?

Practical outcomes cited include large time and cost reductions in routine tasks: PO processing costs can fall from roughly $68 to $17 per order; contract lifecycle times have shown reductions around 65%; payroll/expense automation examples report thousands of hours saved and major cuts in candidate‑screening time; claims automation platforms advertise up to 15× faster processing and very high straight‑through rates. FP&A and planning tools report productivity gains up to ~20% and planning cycle reductions of 50–70%.

What steps should Salt Lake City employees and leaders take to adapt to AI safely?

Recommended steps are triage, governance, and reskilling: classify projects by risk using national/state toolkits (e.g., NACo AI County Compass and Utah OAIP guidance), align procurements with governance guardrails, and invest in targeted reskilling so staff can supervise agents, validate outputs, and manage data quality. Short practical programs (for example, the 15‑week AI Essentials for Work bootcamp) that teach promptcraft, tool use, and job‑based AI skills help workers pivot from routine tasks to higher‑value roles.

Will AI replace these government jobs entirely or augment them?

The article emphasizes augmentation over wholesale replacement: many vendors and public‑sector pilots show AI automates routine, high‑volume tasks while creating new responsibilities (supervising agents, auditing outputs, vendor management, and proactive analysis). Coupling automation deployments with governance and reskilling is presented as the best path to preserve jobs and shift workers into safer, higher‑value functions.

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Ludo Fourrage

Founder and CEO

Ludovic (Ludo) Fourrage is an education industry veteran, named in 2017 as a Learning Technology Leader by Training Magazine. Before founding Nucamp, Ludo spent 18 years at Microsoft where he led innovation in the learning space. As the Senior Director of Digital Learning at this same company, Ludo led the development of the first of its kind 'YouTube for the Enterprise'. More recently, he delivered one of the most successful Corporate MOOC programs in partnership with top business schools and consulting organizations, i.e. INSEAD, Wharton, London Business School, and Accenture, to name a few. ​With the belief that the right education for everyone is an achievable goal, Ludo leads the nucamp team in the quest to make quality education accessible