Smart Territories Systems & Networks Engineer
M1829
Future work distribution
Human only
Collaboration
AI only
This chart shows how the job's tasks split between humans and AI. "AI only" means a task AI can handle without a human — not a job removed: the role recomposes and the human refocuses on judgment, relationships and oversight.
AI Position of the Job
AI Impact on this job
You work on critical infrastructure and make design decisions that require field expertise and coordination. Your job remains minimally exposed to AI, which automates repetitive tasks while leaving control and decision-making to the professional.
Your job remains minimally exposed to AI, which handles routine tasks while human expertise retains the final decision.
What will change
- Performance optimization: AI continuously monitors metrics and applies parameter adjustments to maintain smooth connectivity, handling repetitive tuning.
- Development of standardized infrastructures: AI generates configurations, scripts and deployment procedures for common components, automating execution and provisioning operations.
- Security monitoring and anomaly detection: AI analyzes logs and events to spot abnormal behaviors and trigger alerts or automated first-line responses.
What AI will improve
- Design of complex architectures: AI proposes variants, simulates load scenarios and highlights trade-offs, which accelerates your technical decision-making.
- Operational management and diagnostics: AI provides correlations and preliminary diagnostics, allowing you to interpret root causes and decide on appropriate interventions.
- Governance and security strategy: AI produces scenarios, rules and recommendations, while you define policies, prioritize risks and validate organizational choices.
This result describes the occupation — not your role yet
Adjust your tasks, seniority and context to uncover your real exposure to AI.
For Smart Territories Systems & Networks Engineer, AI can already do 29% of tasks on its own — on average. What about you?
Your strengths against AI
Recommendations & outlook
Skills to develop
- Master AI tools (LLMs + specialized tools) to automate optimization and deployment tasks.
- Strengthen skills in security, compliance, and data governance (LLMs + specialized tools) to secure networks and information.
- Improve project management and change management by leveraging AI and collaborative tools (LLMs + specialized tools).
3-year outlook
In three years, core tasks will be partially automated; teams will focus on architecture, security, and data governance. The risk for teams is a recomposition of roles and responsibilities, with fewer repetitive operations and more expertise and oversight. This requires talent capable of managing complex systems and data challenges.
AI tools used in this profession
Solutions deployed in production by professionals in this field
A general LLM assistant is already within reach
Before any specialized software, a latest-generation LLM assistant (Claude, ChatGPT, Mistral Le Chat, Gemini…) is available for this profession. Versatile, it helps draft, summarize, translate, structure or explore ideas. We treat it as a common baseline shared by almost every profession, distinct from specialized tools.
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Tasks most exposed to AI alone
4Tasks most augmented by AI
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Frequently Asked Questions
No, this profession is evolving rather than disappearing. AI and automation are taking over repetitive tasks, but you will still need to focus on designing, integrating, and securing territorial networks. Your role will involve coordinating solutions, optimizing performance, and supporting local usage.
Staffing levels will vary depending on the size of the organization and the scope of intervention, but positions for network experts, security, and supervision will remain essential. You will work with operational teams and service providers, and oversee projects throughout the lifecycle of infrastructures. Automation and new architectures may transform roles, but they also create opportunities to upskill and take on greater responsibilities.
To adapt, focus on continuous upskilling in cybersecurity, automation, and project management related to connected territories. Invest in relevant training and certifications, and seek missions that combine network, security, and urban infrastructure management. Adopt an architect mindset capable of balancing technical details with territorial usage to guide long-term technological choices.