Will AI Replace Finance Jobs in Winston Salem? Here’s What to Do in 2025

By Ludo Fourrage

Last Updated: August 31st 2025

Finance professionals using AI tools in Winston‑Salem, North Carolina office, 2025

Too Long; Didn't Read:

Winston‑Salem finance roles face automation risk - administrative tasks up to 46% automatable and NC could see ~500,000 jobs affected (~10% workforce). In 2025, pivot to oversight, model validation, client advisory and learn job‑ready AI skills (15‑week course, $3,582 early‑bird).

Winston‑Salem entered 2025 with momentum and questions: Wake Forest's Center for Analytics Impact has been running statewide roundtables that spotlight the fast‑growing need for AI infrastructure - more compute, storage, power and human capital - and real pilots from machine‑learning cancer diagnosis to drones scouting ahead of EMS (Wake Forest Center for Analytics Impact: Embracing AI report).

At the same time, industry research shows banks are shifting from broad automation to targeted, workflow‑level AI for lending, risk detection and hyper‑personalized service (Slalom 2025 Financial Services Outlook for Financial Services AI), which means many finance roles in the region will pivot toward oversight, model validation and strategic customer‑facing work.

Practical reskilling matters: local professionals can gain usable AI skills in 15 weeks with programs like Nucamp's AI Essentials for Work - learning prompts, tools, and job‑based AI applications to stay competitive (Nucamp AI Essentials for Work bootcamp registration).

BootcampAI Essentials for Work
Length15 Weeks
What you learnAI tools, prompt writing, job‑based practical AI skills
Early bird cost$3,582 (paid in 18 monthly payments)
RegisterRegister for Nucamp AI Essentials for Work

“These demands will only accelerate as organizations, both public and private, leverage AI's forecasted productivity enhancements,” said McKeen.

Table of Contents

  • How AI is already changing finance roles in Winston‑Salem, North Carolina
  • Which finance jobs in Winston‑Salem, North Carolina are most at risk and why
  • Which finance jobs in Winston‑Salem, North Carolina are likely safe or resilient
  • New and growing AI-related finance roles to pursue in Winston‑Salem, North Carolina
  • Practical skills Winston‑Salem finance workers should learn in 2025
  • How employers in Winston‑Salem, North Carolina should manage the transition
  • Short-term actions for Winston‑Salem, North Carolina finance professionals (30–90 days)
  • Long-term career strategies for finance workers in Winston‑Salem, North Carolina (6–24 months)
  • Public policy and community steps in Winston‑Salem, North Carolina
  • Conclusion - What Winston‑Salem, North Carolina finance workers can expect and the hopeful path forward
  • Frequently Asked Questions

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How AI is already changing finance roles in Winston‑Salem, North Carolina

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In Winston‑Salem finance teams, AI is already shifting jobs from manual ledger‑scrubbing to oversight and exception handling: OCR and data‑extraction tools turn stacks of paper invoices into searchable digital records, rule‑based engines and machine‑learning matchers perform two‑ and three‑way matching, and automated reconciliation platforms surface only the true anomalies that require human judgment (ReconArt AP/AR reconciliation guide).

Industry writeups show this reduces errors, speeds month‑end close, and converts repetitive matching into high‑value analysis and forecasting work (Nominal: manual vs. automated reconciliation comparison, Fyorin eight-step AP reconciliation automation guide).

For small firms and in‑house teams around Winston‑Salem, tools like Botkeeper‑style automated bookkeeping can accelerate closes and free staff for vendor strategy and model validation, so the emerging local skill set centers on prompt design, exception triage, and rule‑set governance rather than rote data entry.

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Which finance jobs in Winston‑Salem, North Carolina are most at risk and why

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In Winston‑Salem, the finance roles most exposed to near‑term automation are routine, high‑volume office and back‑office jobs - data‑entry clerks, transactional tellers, basic accounts‑payable/receivable processors and other administrative support - because many of those tasks can be automated or replaced by rule engines and workflow AI; one analysis even flags administrative tasks as having up to a 46% automation exposure (estimates of administrative automation exposure from Zoe Talent Solutions).

Broader studies warn that finance, accounting and banking work are among cognitive areas at risk and that North Carolina could see almost 500,000 jobs affected - about 10% of the state's workforce - during this transition, so smaller firms and clerical roles should be especially vigilant (state-level analysis of AI's potential job impact in North Carolina).

Regional variation matters: parts of the state already show a wide range in automation exposure, which means Winston‑Salem professionals in repetitive transaction roles face real displacement risk unless they move toward oversight, exception‑handling, model governance or client‑facing advisory work that AI can't easily replicate.

Job categoryRisk indicatorSource
Administrative & office supportHigh - up to 46% of tasks automatableZoe Talent Solutions analysis of administrative automation
Finance, accounting & bankingVulnerable to cognitive automation; part of ~500,000 jobs at stake in NC (~10%)NC A&T / Mike Walden state-level job impact analysis
Regional exposureShare of vulnerable jobs ranges ~26.1% to 49.2% across NC MSAsUNC School of Government analysis of regional exposure

“AI is not new… The difference now is that the availability of data, compute and tools makes it easier, faster and cheaper to access.”

Which finance jobs in Winston‑Salem, North Carolina are likely safe or resilient

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In Winston‑Salem, finance jobs that pair technical oversight with strategic judgement look most resilient: roles that translate automated outputs into decisions, run pilots, and design governance for tools.

Automated bookkeeping like Botkeeper can speed month‑end routines, but someone still needs to validate exceptions and turn clean ledgers into actionable insight; likewise, staff who build and refine automated financial reporting templates that produce board‑ready summaries will be in demand, because storytelling with visuals is harder to automate than the math.

Jobs focused on running pilots, change management and practical rollout earn added security when teams follow a local playbook - for example, the Nucamp AI Essentials for Work 10‑step AI adoption plan - turning new tools into reliable workflows rather than one‑off experiments; that human + process mix is the durable advantage in 2025.

Fill this form to download the Bootcamp Syllabus

And learn about Nucamp's Bootcamps and why aspiring developers choose us.

New and growing AI-related finance roles to pursue in Winston‑Salem, North Carolina

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New, practical finance roles are emerging in Winston‑Salem for people who can marry domain knowledge with AI fluency: look for AI & Machine Learning positions advertised locally - such as those listed on IQVIA's Winston‑Salem jobs page - alongside more specialized openings like automated‑bookkeeping specialists who run and validate Botkeeper‑style systems to accelerate month‑end close, and reporting‑automation specialists who turn raw outputs into board‑ready summaries using automated reporting templates.

Equally important are oversight roles - model validators, AI governance leads and pilot managers - who design safe workflows, triage exceptions and translate analytics into business decisions; teams that follow a practical 10‑step AI adoption plan will value staff who can operate at that intersection.

For jobseekers, joining employer talent networks and targeting listings with “AI & Machine Learning” or “technology & analytics” in the title is a direct path to these growth roles, and building a portfolio that shows one or two successful tool‑led pilots can make the transition tangible rather than theoretical.

Practical skills Winston‑Salem finance workers should learn in 2025

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Focus on concrete, job-ready skills that local employers will notice: learn AI features in Excel and fraud‑detection workflows (a four‑credit NCACPA course covers both and converts theory into hands‑on practice), practice prompt design and exception triage so automated bookkeeping tools actually surface the right anomalies, and add basic model‑evaluation and human‑in‑the‑loop skills that let a team train and audit models rather than blindly trust their outputs - there's even demand for roles that grade and improve finance models, as shown by openings for AI trainers in the Winston‑Salem area.

Pair tool fluency (familiarity with Botkeeper‑style automated bookkeeping and automated reporting templates) with process mapping and SOP automation so operations stay auditable and repeatable; the payoff is being able to spot a subtle fraud pattern hiding in hundreds of transactions and turn that insight into an actionable control.

Short courses, local one‑day workshops, and remote entry roles provide practical pathways to build these capabilities quickly.

Practical skillLocal training / resource
Excel AI & fraud detectionNCACPA: Artificial Intelligence for Accounting & Financial Professionals (4 CPE) - Excel AI and fraud detection course
AI model evaluation / human feedbackLocal & remote AI training for finance job openings - AI trainer roles (Teal/Outlier listing)
Automated bookkeeping & reporting templatesNucamp AI Essentials for Work - syllabus and AI tools for finance (course details)
Process mapping / SOP automationFluency: SOP and process automation tools for operations excellence

Fill this form to download the Bootcamp Syllabus

And learn about Nucamp's Bootcamps and why aspiring developers choose us.

How employers in Winston‑Salem, North Carolina should manage the transition

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Employers in Winston‑Salem should treat the AI shift as a coordinated talent project: map which back‑office roles are automatable, then use state and local training programs to reskill staff into oversight, model‑validation and client‑facing work.

Tap NC Commerce's On‑the‑Job Training and Incumbent Worker Training grants to offset wage and training costs, partner with Forsyth Tech for practical HR and upskilling classes (SHRM prep, recruitment and compensation courses), and plug into Forsyth Works and NCWorks to build local pipelines and apprenticeships that keep talent in the region; for inclusive hiring and simple employer modules, the Work Together NC course even fits into “two lunch breaks” and offers no‑cost recognition and candidate referrals.

Run short, employer‑led pilots (with clear SOPs and a 10‑step adoption checklist), measure outcomes, then scale the approaches that free finance teams for exception review and advisory work - this combo of grants, community training and tight pilots is the clearest path to both protecting workers and improving productivity.

ResourceWhat it coversKey detail
Forsyth Tech HR training - SHRM, recruitment, compensationSHRM prep, recruitment, compensation & employee relationsIn‑person & online classes with term dates and tuition
North Carolina Commerce training programs - OJT, incumbent worker grantsOJT, Incumbent Worker Training, apprenticeships, customized trainingGrants can reimburse training or a share of wages during training
Forsyth Works and NCWorks - local talent pipelines and employer connectionsLocal talent pipelines, apprenticeships, employer connectionsOne‑stop hub connecting employers, colleges and job seekers

“Forsyth County has abundant resources for job seekers and local employers. With Forsyth Works, we are bringing all of the local workforce partners together to make it easier for everyone to access information. Forsyth Tech is invaluable to our efforts.” - Mark Owens, Greater Winston‑Salem Inc.

Short-term actions for Winston‑Salem, North Carolina finance professionals (30–90 days)

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In the next 30–90 days, take focused, practical steps that show employers tangible progress: enroll in a short or one‑year Forsyth Tech accounting pathway (diploma or the two‑year associate with internships) to tighten fundamentals and earn credentials that local hiring managers recognize (Forsyth Tech Accounting and Finance program); sign up for Wake Forest's AI workshops and curated learning resources to learn campus‑tested generative AI guidelines and hands‑on workflows you can cite on a resume (Wake Forest University AI learning resources and workshops); and run a small, measurable pilot using a practical 10‑step adoption checklist so you can show results in 90 days - think an automated reporting template that turns monthly chaos into a single, board‑ready slide (Nucamp AI Essentials for Work 10‑step AI adoption plan).

Pair short courses with one‑day workshops or Banner on‑demand modules so the next job interview features a completed pilot, not just intentions - one crisp deliverable beats a vague promise every time.

Forsyth Tech optionTime to complete
Accounting & Finance - Associate Degree2 years
Accounting & Finance - Financial Services Track2 years (day & online options)
Accounting Diploma1 year

“These guidelines reflect the very best of Wake Forest - our collaborative spirit, our commitment to whole-person education, and our drive to prepare students for meaningful lives and careers in a rapidly evolving world.”

Long-term career strategies for finance workers in Winston‑Salem, North Carolina (6–24 months)

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Over the next 6–24 months, finance workers in Winston‑Salem should treat career change like a project: stack short, credentialed learning with demonstrable pilots and community ties so resumes show completed work, not just intentions.

Practical steps include a leadership or risk‑management certificate from Wake Forest Executive Education - its open‑enrollment executive programs (including a one‑day, in‑person option) sharpen strategic judgement and sit well on applications - and fast, technical skill builds through Forsyth Tech's Fast‑Track courses (12‑week, job‑ready options) to gain tool fluency and process mapping chops.

Pair that training with community programs such as Goodwill's career courses (BankWork$ and IT/data offerings) to access employer referrals and tuition support; then run a measurable pilot that converts a messy month‑end into a single, board‑ready slide to prove impact.

The durable advantage will be combining governance and storytelling - model oversight, exception triage, and concise visual reports - so local professionals move from task execution to decision influence in the era of AI.

“I'm going to be able to help my community, especially in the mortgage department, because I know how difficult it is for us to purchase a house, and it's a big accomplishment for us as Latinos. That is something that makes me so proud.”

Public policy and community steps in Winston‑Salem, North Carolina

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Public policy and community leaders in Winston‑Salem should knit together workforce funding, local training, and clear adoption playbooks so residents and employers move from anxiety to action: use North Carolina's WIOA framework and NCWorks network to align short training pathways and apprenticeships with employer demand (North Carolina WIOA and NCWorks workforce programs), monitor federal research and grant policy shifts that can change funding for local pilots (for example, Wake Forest's updates on 2025 federal research policy flag a new 15% indirect‑cost cap that universities are watching closely: Wake Forest 2025 federal research policy updates), and require every employer pilot to follow a short, practical adoption checklist so training dollars produce measurable outcomes - turning a chaotic month‑end into a single, board‑ready slide is a concrete, local goal that sells support to funders (see the Nucamp AI Essentials for Work syllabus and adoption plan).

Coordinated use of federal/state workforce tools, community college capacity, and repeatable pilot templates will keep talent local and reduce disruption as AI changes finance work.

Key resources and their local roles include: WIOA / NCWorks - North Carolina WIOA and NCWorks workforce programs to fund and connect training, apprenticeships, and employer pipelines; Wake Forest policy updates - Wake Forest 2025 federal research policy updates to track federal grant rules and indirect‑cost changes that affect local pilots; and the Nucamp AI Essentials for Work syllabus - Nucamp AI Essentials for Work syllabus and course details for a practical checklist for employer pilots and measurable outcomes.

Conclusion - What Winston‑Salem, North Carolina finance workers can expect and the hopeful path forward

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Winston‑Salem's finance workers can expect a bumpy but manageable transition in 2025: AI will rework many routine tasks (leaving human judgment, exception triage and storytelling as the durable, high‑value work), regional research even flags large exposure - North Carolina could see as many as 500,000 jobs touched by AI - and younger entrants report mixed feelings about the change, oscillating between excitement and fear (NC State analysis on AI and North Carolina jobs, WXII coverage of new graduates and AI in the workforce).

The hopeful path is practical: run tight pilots that convert a chaotic month‑end into a single, board‑ready slide, pair small experiments with measurable outcomes, and invest in fast, job‑focused reskilling - training like Nucamp's 15‑week AI Essentials for Work builds prompt design, tool fluency and job‑based AI skills employers value and can show up on a resume (Nucamp AI Essentials for Work registration).

With clear employer playbooks, local grants and repeatable pilots, the region can turn disruption into opportunity without leaving workers behind.

ProgramAI Essentials for Work
Length15 Weeks
Early bird cost$3,582 (paid in 18 monthly payments)
RegisterRegister for Nucamp AI Essentials for Work (15-Week AI training)

“It seems to trigger contradictory set of emotions - excitement at its potential and fear of its ultimate impact,” said Mary Hayes.

Frequently Asked Questions

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Will AI replace finance jobs in Winston‑Salem in 2025?

Not wholesale. AI is automating routine, high‑volume tasks (data entry, transactional processing, basic AP/AR and teller work), which increases displacement risk for those roles. However, many finance jobs will pivot toward oversight, exception triage, model validation, and client‑facing advisory work that AI cannot easily replace. Regional studies estimate significant exposure - North Carolina could see up to ~500,000 jobs affected - so workers who reskill quickly will fare better.

Which finance roles in Winston‑Salem are most at risk and which are most resilient?

Most at risk: routine administrative and back‑office roles (data‑entry clerks, transactional tellers, basic AP/AR processors) because up to ~46% of administrative tasks are automatable. Most resilient: roles combining technical oversight, strategic judgment and storytelling - model validators, AI governance leads, pilot managers, reporting‑automation specialists and client advisors. These resilient roles require human-in-the-loop skills, exception management and the ability to translate automated outputs into decisions.

What practical skills should Winston‑Salem finance workers learn in 2025 to stay competitive?

Focus on job‑ready, short‑term skills: prompt design and tool fluency (including AI features in Excel), automated bookkeeping and reporting templates (Botkeeper‑style workflows), exception triage, basic model evaluation and human‑in‑the‑loop auditing, and process mapping/SOP automation. Short courses, 12–15 week bootcamps (for example, Nucamp's 15‑week AI Essentials for Work), Forsyth Tech Fast‑Track classes, and one‑day workshops can quickly build these competencies.

What immediate steps can local finance professionals take in the next 30–90 days?

Take focused actions that produce tangible outcomes: enroll in short credentials or Forsyth Tech accounting pathways, attend Wake Forest AI workshops, or complete a small pilot using a 10‑step adoption checklist (e.g., automate a monthly report into a single board‑ready slide). Pair short courses with on‑the‑job pilots so you can show results in interviews rather than just intentions.

How can Winston‑Salem employers and community leaders manage the AI transition?

Treat AI adoption as a coordinated talent project: map automatable roles, run short employer‑led pilots with SOPs and a 10‑step checklist, and use state/local grants (NC Commerce OJT, Incumbent Worker Training) and partners (Forsyth Tech, NCWorks, Forsyth Works) to reskill staff into oversight, validation and client‑facing roles. Align training with measurable outcomes and apprenticeships to keep talent local and reduce disruption.

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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