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Occupation · 2026 assessment

Ekoanalitik

Ekoanalitik is an occupation responsible for financial calculations, risk control and preparation of decisions with measurable economic consequences. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

High risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

64%2026
68%2028
73%2030
81%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Cleaning, joining and preparing data95%
Creating standard reports and visualizations92%
Forming conclusions and checking causality61%
Entering and classifying financial documents96%
Reconciling transactions and detecting discrepancies93%
Preparing standard financial reports91%
Detecting anomalies and monitoring metrics84%
Scenario planning and interpreting results63%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Cleaning, joining and preparing dataAI 95% · human 25%
  2. 2Creating standard reports and visualizationsAI 92% · human 26%
  3. 3Forming conclusions and checking causalityAI 61% · human 44%
  4. 4Entering and classifying financial documentsAI 96% · human 28%
  5. 5Reconciling transactions and detecting discrepanciesAI 93% · human 39%
  6. 6Preparing standard financial reportsAI 91% · human 40%
  7. 7Detecting anomalies and monitoring metricsAI 84% · human 29%
  8. 8Scenario planning and interpreting resultsAI 63% · human 39%

Why technology can change this work

  • AI automatically drafts analyses, finds correlations and explains standard deviations
  • documents, transactions and reports have structured digital formats
  • a large share of textual, analytical or information tasks is accessible to current AI models
  • a significant share of operations repeats along a stable workflow
  • the main inputs and outputs already exist in a digital environment
  • the scale and cost of routine operations create a strong automation incentive

What protects the occupation

  • choosing the right question and checking causality rather than correlation alone
  • accountability for financial decisions
  • non-standard transactions and regulatory change
  • negotiation with management, auditors and regulators

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$7 050per month
2035$8 950scenario estimate
2026: $7 05020262027: $7 25020272028: $7 45020282029: $7 65020292030: $7 85020302031: $8 05020312032: $8 25020322033: $8 50020332034: $8 70020342035: $8 9502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

AI Auditor

Emerging role
New role risk24%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

AI Cost Optimization Analyst

Emerging role
New role risk27%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

AI Compliance Officer

Emerging role
New role risk22%
DemandHighDifficultyHighTime3–6 yearsSkill fit41%

Financial Analyst

Established resilient role
New role risk45%
DemandMediumDifficultyLowTime3–6 monthsSkill fit81%

ML Model Validator

Emerging role
New role risk20%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

AI Risk Manager

Emerging role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Skills you already have

  • analytical question framing
  • metric interpretation
  • financial literacy
  • financial reporting
  • accuracy and attention to detail
  • regulatory understanding

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • data analytics
  • BI tools
  • accounting automation
  • validation of AI financial models
CurrentEkoanalitik · 64%
→
Keepanalytical question framing · metric interpretation · financial literacy
→
AddSQL and data preparation · visualization and forecasting · data analytics

Sources and update

Updated: 2026-09-26 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.