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Choose your career-change track

Vibe Testing and Intelligent QA are open for enrollment in this format; other tracks are coming soon.

Open for enrollment

Vibe Testing

Change careers to become an automation tester: 399 hours over 13 weeks, no prerequisites required. ISTQB CTFL and CT-GenAI included.

View the program
Open for enrollment

Intelligent QA

6 progressive tracks: from manual testing to orchestration architect. ISTQB CTFL included.

View the QA track

Manual Testing

The fundamentals of manual testing: methods, test cases, defect management — the foundation before automation.

Coming soon

Test Automation & AI in Testing

Test automation and integrating AI into testing practices.

Coming soon

Performance Engineer

Load, stress and endurance testing — the role dedicated to application performance.

Coming soon

Automation Engineer

Test automation as a full-time specialty, beyond a first certification.

Coming soon

Accessibility Engineer

Ensuring digital accessibility compliant with WCAG standards as a dedicated specialty.

Coming soon

DevOps Engineer

CI/CD, infrastructure and DevOps culture applied to software quality.

Coming soon
2026 Framework

AI Jobs — Who Does What?

39 emerging roles across 8 domains. Identify yours and find the right program.

01

AI Quality & Reliability Engineer

Ensure the stability, reliability, robustness and drift-free operation of AI systems

Training required

QAAdvanced statisticsMLOpsMonitoringAI test automation
02

AI Test Engineer

Design and execute tests on AI systems, including edge cases

Training required

Test designQAModel validationData qualityAI security
03

AI Model Validation Specialist

Verify the accuracy, consistency and performance of models

Training required

StatisticsMachine learningValidationModel auditing
04

AI Safety Specialist

Reduce dangerous or uncontrolled AI behavior

Training required

AI safetyRed teamingGovernanceCompliance
05

AI Red Team Analyst

Test adversarial attacks, prompt injection and AI vulnerabilities

Training required

CybersecurityAdversarial testingPromptsModel security
06

Model Risk Manager

Assess the technical, business and regulatory risks of models

Training required

Risk managementComplianceAuditAI governance
01

MLOps Engineer

Deploy, automate and maintain models in production

Training required

DevOpsCloudCI/CDMLflowKubernetesObservability
02

AI Platform Engineer

Build the internal platform for developing and serving models

Training required

Cloud architectureSecurityMLOpsScalabilityAPIs
03

AI Reliability Engineer

Ensure the availability, continuity and performance of AI services

Training required

SREMonitoringIncident managementSystem resilience
04

AI Monitoring Engineer

Monitor drift, quality, latency and errors in AI systems

Training required

ObservabilityMetricsAlertingData driftML monitoring
05

GPU / Infra AI Engineer

Manage compute, GPU, cost and performance of AI infrastructure

Training required

CloudInfrastructureGPU optimizationKubernetesCost management
01

AI Automation Architect

Connect AI, ERP, CRM and APIs to build intelligent workflows

Training required

Full stackPython/Node.jsAPIsMaken8nLangChain
02

AI Workflow Architect

Orchestrate multiple AI agents and complex automations

Training required

Distributed architectureAI agentsOrchestrationNo-code/Low-code
03

AI Integration Specialist

Integrate AI models into the information system

Training required

APIsMiddlewareCloudSoftware engineeringGovernance
04

AI Agent Developer

Develop autonomous and semi-autonomous agents

Training required

PythonLLMRAGAPIsAgent frameworks
05

Prompt Engineer

Design effective, stable prompts

Training required

Prompt engineeringNLPBusiness use cases
06

Legal Prompt Specialist

Use AI in legal practice with precision and confidentiality

Training required

Business lawNLPConfidentialityAdvanced prompting
01

Chief AI Officer

Define the AI vision and arbitrate investments

Training required

MBAAI managementStrategyInnovationChange management
02

AI Transformation Lead

Drive AI adoption across the enterprise

Training required

Digital transformationManagementData culture
03

AI Product Manager

Build useful, profitable AI products

Training required

Product managementAI for ProductUXAgileData literacy
04

AI Product Owner

Prioritize AI features and the backlog

Training required

AgileProduct ownershipBusiness domainApplied AI
01

AI Governance Specialist

Oversee risk and responsible use

Training required

Digital lawAI ActISO 42001Audit
02

AI Policy Officer

Define internal AI usage policies

Training required

ComplianceData protectionAI policy
03

AI Ethicist

Monitor bias, fairness and transparency

Training required

Technology ethicsAuditPhilosophyGovernance
04

AI Privacy Officer

Protect data and privacy within AI systems

Training required

GDPRPrivacy engineeringGovernanceAudit
01

Data Scientist

Build analyses and predictive models

Training required

PythonStatsMLData scienceCloud
02

Data Engineer

Build data pipelines

Training required

SQLPythonETL/ELTCloudData architecture
03

ML Engineer

Put models into production

Training required

MLPythonMLOpsCloudPerformance
04

AI Engineer

Develop AI applications

Training required

ProgrammingLLMAPIsSoftware architecture
05

NLP Specialist

Work on natural language

Training required

NLPComputational linguisticsPythonDeep learning
01

AI Learning Experience Designer

Design adaptive learning paths and AI tutors

Training required

Instructional engineeringLMS/LXPGenerative AINeuroscience
02

AI Instructional Designer

Create AI-augmented training programs

Training required

PedagogyAI authoringScenario designAssessment
03

AI Interaction Designer

Design human-AI interactions

Training required

HCIInteraction designCognitive psychology
04

Conversational UX Designer

Create chatbots, voicebots and conversational journeys

Training required

Conversational UXNLPConversation design
01

AI Employee Success Manager

Detect burnout and turnover, personalize the employee experience

Training required

Work psychologyPeople analyticsLXPHR analytics
02

Ethical Algorithmic Recruitment Specialist

Oversee bias-free automated recruitment

Training required

HRLabor lawAlgorithmic biasAssessment
03

Predictive Financial Analyst

Forecast costs, sales and risks

Training required

FinancePythonTime-seriesData viz
04

AI Tax Strategist

Legally optimize taxation using AI

Training required

Tax lawLegaltechComplianceData analysis
05

Smart Contract Validator

Verify automated contracts

Training required

Contract lawAlgorithmic logicBlockchain

Frequently Asked Questions — 3-Month Program

How does this 3-month program work?

The immersive program to change careers, over 3 months: theory, real projects, one-on-one mentoring and a certification at the end — weekends or 2 hours a night after work. You come out job-ready and certified.

Which career-change tracks are available?

Vibe Testing (automation tester track, 399 hours) and Intelligent QA (6 stages, ISTQB CTFL included) are open for enrollment. Manual Testing, Test Automation & AI in Testing, Performance Engineer, Automation Engineer, Accessibility Engineer and DevOps Engineer will soon be available in this same format.

Can this program be funded?

This format runs on weekends or in the evening, so it is not eligible for CPF funding, which is reserved for full-time, Monday-to-Friday career-change programs run by our partner training organizations. It remains fundable through your employer/OPCO, France Travail depending on your situation, or interest-free installment payments. See our Financing page for details.

Ready to change careers?

Choose your track, move at your own pace, and come out job-ready and certified.

View the tracks View all courses