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Occupation · 2026 assessment

Rpa-analitik, analitik po robotizatsii protsessov

Rpa-analitik, analitik po robotizatsii protsessov is an occupation responsible for building, testing or supporting digital systems and data in a defined technology domain. 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.

69%2026
73%2028
78%2030
86%2035

Which tasks are exposed

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

TaskRisk
Cleaning, joining and preparing data93%
Creating standard reports and visualizations91%
Forming conclusions and checking causality57%
Generating routine code and configuration94%
Preparing tests and technical documentation90%
Classifying errors and analyzing logs82%
Data migrations and routine integrations84%
Architecture and technical trade-offs57%

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 93% · human 31%
  2. 2Creating standard reports and visualizationsAI 91% · human 32%
  3. 3Forming conclusions and checking causalityAI 57% · human 51%
  4. 4Generating routine code and configurationAI 94% · human 35%
  5. 5Preparing tests and technical documentationAI 90% · human 45%
  6. 6Classifying errors and analyzing logsAI 82% · human 36%
  7. 7Data migrations and routine integrationsAI 84% · human 36%
  8. 8Architecture and technical trade-offsAI 57% · human 43%

Why technology can change this work

  • AI automatically drafts analyses, finds correlations and explains standard deviations
  • embedded AI systems will handle parts of equipment diagnostics and programming
  • a large share of textual, analytical or information tasks is accessible to current AI models
  • the main inputs and outputs already exist in a digital environment
  • the scale and cost of routine operations create a strong automation incentive
  • code, configuration and documentation are already digital

What protects the occupation

  • choosing the right question and checking causality rather than correlation alone
  • safe deployment and maintenance of physical machines around people
  • architecture decisions and production accountability
  • understanding business constraints and legacy systems
  • security and complex system integration

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$9 550per month
2035$12 100scenario estimate
2026: $9 55020262027: $9 80020272028: $10 05020282029: $10 35020292030: $10 60020302031: $10 90020312032: $11 20020322033: $11 50020332034: $11 80020342035: $12 1002035
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.

Data Analyst

Established resilient role
New role risk51%
DemandMediumDifficultyLowTime3–6 monthsSkill fit87%

Analytics Engineer

Established resilient role
New role risk27%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

AI Security Engineer

Emerging role
New role risk14%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

AI Workflow Designer

Emerging role
New role risk31%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Product Manager

Established resilient role
New role risk31%
DemandMediumDifficultyHighTime12–24 monthsSkill fit48%

Digital Twin Engineer

Emerging role
New role risk14%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

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
  • equipment diagnostics
  • sensor and actuator integration
  • systems thinking
  • software-system understanding

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • robot safety
  • autonomous fleet management
  • AI-agent-assisted development
  • architecture and system design
CurrentRpa-analitik, analitik po robotizatsii protsessov · 69%
→
Keepanalytical question framing · metric interpretation · equipment diagnostics
→
AddSQL and data preparation · visualization and forecasting · robot safety

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.