Distribution des risques
Critique (75-100): 0
Élevé (50-74): 0
Modéré (25-49): 30
Faible (0-24): 0
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Scores de risque IA — Technology
- Blockchain DeveloperBlockchain Developers face moderate AI displacement risk. AI can automate some coding tasks and smart contract auditing, but human expertise remains crucial for complex design, security, and innovation. Continuous learning and adaptation are key to long-term job security.48/100Modéré
- Database AdministratorDatabase Administrators face moderate AI displacement risk. While AI can automate routine tasks like performance monitoring and optimization, critical tasks involving complex problem-solving, security, and strategic planning require human expertise. Adapting to AI tools and focusing on specialized skills will be key to long-term job security.48/100Modéré
- Game DeveloperGame Developers face moderate AI disruption. AI is poised to assist in repetitive tasks like level design and asset creation, but core creative and narrative roles remain human-driven.48/100Modéré
- Platform EngineerPlatform Engineers face moderate AI disruption by 2026. AI can automate some infrastructure management and code generation tasks, but strategic platform design and complex problem-solving will remain crucial human responsibilities.48/100Modéré
- QA EngineerThe QA Engineer role is facing moderate disruption from AI. Repetitive testing tasks are susceptible to automation, but critical thinking and domain expertise remain valuable. Adapting to incorporate AI-powered tools will be essential for career longevity.48/100Modéré
- Robotics EngineerRobotics Engineers face moderate AI displacement risk. While AI can automate some routine tasks like code generation and simulation, core responsibilities such as system design, integration, and complex problem-solving require uniquely human capabilities and domain expertise.48/100Modéré
- Site Reliability EngineerSite Reliability Engineers face moderate AI displacement risk. AI can automate many monitoring and incident response tasks, but human judgment remains crucial for complex problem-solving and system design.48/100Modéré
- Systems AdministratorSystems Administrators face moderate AI displacement risk. While some routine tasks can be automated, their role requires critical thinking and problem-solving skills that are difficult to fully replicate, necessitating continuous adaptation and upskilling.48/100Modéré
- Technical LeadTechnical Leads face moderate AI disruption. While AI can automate some coding and project management tasks, their leadership, architectural design, and strategic decision-making remain critical.48/100Modéré
- Test Automation EngineerTest Automation Engineers face moderate AI risk. While AI can automate aspects of test case generation and execution, human oversight remains crucial for complex scenarios and maintaining quality. Adapting to AI-powered tools will be essential for career longevity.48/100Modéré
- Software EngineerSoftware Engineers face moderate AI displacement risk as code generation tools automate routine programming tasks while creating new opportunities for AI-augmented development. The role is transforming toward higher-level system design, AI integration, and complex problem-solving rather than disappearing entirely.45/100Modéré
- Embedded Systems EngineerEmbedded Systems Engineers face moderate AI displacement risk. While AI can automate some coding and testing tasks, core design, debugging, and system-level integration require human expertise, providing a buffer against complete automation in the near term.42/100Modéré
- Engineering ManagerEngineering Managers face moderate AI disruption. While AI can automate some project tracking and reporting tasks, their leadership, strategic thinking, and people management skills remain crucial and less susceptible to automation in the near term.42/100Modéré
- Frontend DeveloperFrontend developers face moderate AI displacement risk as code generation tools automate routine tasks like boilerplate creation and basic component building. However, the role's emphasis on user experience design, performance optimization, and cross-browser compatibility provides strong defensive positioning against full automation.42/100Modéré
- Information Security EngineerInformation Security Engineers face moderate AI displacement risk. AI can automate some threat detection and vulnerability scanning tasks, but human expertise remains crucial for complex security architecture, incident response, and risk management decision-making.42/100Modéré
- IT Support SpecialistIT Support Specialists face moderate AI disruption. AI can automate some routine tasks, but human interaction and problem-solving remain crucial.42/100Modéré
- Mobile DeveloperMobile developers face moderate AI displacement risk as code generation tools increasingly handle routine development tasks and UI implementation. However, the role remains resilient due to the need for platform-specific optimization, complex architecture decisions, and user experience design that requires human creativity and business understanding.42/100Modéré
- Network EngineerNetwork Engineers face moderate AI displacement risk. While core responsibilities like complex network design and troubleshooting will remain human-driven, AI will increasingly automate routine tasks and network monitoring, requiring adaptation and new skill acquisition.42/100Modéré
- Solutions ArchitectSolutions Architects face moderate AI disruption by 2026. AI tools will automate some design and documentation tasks, but strategic thinking, client management, and complex integration remain crucial human strengths.42/100Modéré
- Technical Program ManagerTechnical Program Managers face moderate AI disruption. While AI can automate some project tracking and reporting tasks, the role's core responsibilities in stakeholder management, strategic planning, and complex problem-solving will remain crucial.42/100Modéré
- Android DeveloperAndroid developers face moderate AI displacement risk as code generation tools automate routine tasks while complex system architecture and user experience decisions remain human-driven. The role is evolving toward AI-assisted development rather than full automation.35/100Modéré
- Backend DeveloperBackend developers face moderate AI displacement risk as code generation tools automate routine tasks while complex system architecture and business logic remain human-dominated. The role is evolving toward higher-level design and AI-assisted development rather than complete replacement.35/100Modéré
- Cloud EngineerCloud Engineers face moderate AI displacement risk as automation tools increasingly handle routine infrastructure tasks and code generation. However, their strategic architecture decisions, security expertise, and complex problem-solving remain highly valuable and difficult to automate.35/100Modéré
- Cybersecurity AnalystCybersecurity Analysts face moderate AI displacement risk as automation handles routine monitoring and basic threat detection. However, complex incident response, strategic security planning, and high-stakes decision-making remain firmly in human control, creating opportunities for AI-augmented professionals.35/100Modéré
- DevOps EngineerDevOps Engineers face moderate AI displacement risk as automation tools handle routine infrastructure tasks, but their strategic role in system architecture and cross-team collaboration remains highly valuable. The profession is evolving toward AI-augmented operations rather than replacement, with strong demand for professionals who can orchestrate complex, multi-cloud environments.35/100Modéré
- Full Stack DeveloperFull Stack Developers face moderate AI displacement risk as code generation tools automate routine tasks, but their system design expertise and cross-stack problem-solving abilities remain highly valued. The role is evolving toward AI-augmented development rather than replacement.35/100Modéré
- iOS DeveloperiOS Developers face moderate AI displacement risk as code generation tools automate routine development tasks, but the role remains defensible through platform expertise, user experience design, and complex problem-solving. The profession is evolving toward AI-augmented development rather than replacement.35/100Modéré
- Machine Learning EngineerMachine Learning Engineers face moderate AI displacement risk as code generation and model optimization tools automate routine tasks. However, their deep technical expertise in system architecture, model deployment, and complex problem-solving creates strong defensive barriers against full automation.35/100Modéré
- Web DeveloperWeb developers face moderate AI displacement risk as code generation tools automate routine coding tasks, but complex problem-solving, user experience design, and system architecture remain human-dominated. The role is evolving toward higher-level strategic work rather than disappearing entirely.35/100Modéré
- AI EngineerAI Engineers face minimal displacement risk as they are the architects building AI systems rather than being replaced by them. Their deep technical expertise in machine learning, model architecture, and AI system deployment makes them essential for advancing AI capabilities across industries.25/100Modéré
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