Archives: Careers

Civil engineering is relatively resilient to AI due to the complex, multidisciplinary nature of the work that involves critical thinking, creativity, and human-centered design. While some aspects of civil engineering, such as drafting and data analysis, can be automated, the need for human oversight and innovation in design and project management remains high.

Full Stack Developers & Solution Architects possess a moderate level of AI resilience due to the complexity of their roles, which blend technical skills with problem-solving and creative thinking. While AI tools may automate certain coding tasks, the need for human oversight, project management, and innovative architecture design mitigates the overall replacement risk.

Network Admin roles face a moderate risk from AI automation due to the increasing capabilities of AI-driven network management tools. However, the necessity for human oversight and complex problem-solving in network administration provides a buffer against complete automation.

Python Developers have a moderate level of resilience against AI replacement due to the complexity and creativity involved in their work, which AI struggles to fully replicate. However, as AI tools become more sophisticated in coding and automation, there is a growing need for developers to adapt and enhance their skill sets.

Project Managers have a moderate AI replacement risk due to the nature of their role that involves coordination, planning, and leadership. While AI can assist in project management tasks, the human element of decision-making, stakeholder management, and problem-solving still require human skills.

The job of a harpist has a low overall AI replacement risk but a medium AI agent/automation risk. While the creative and artistic nature of playing the harp makes it less susceptible to full automation, there are some aspects, such as music composition assistance or digital performances, that could be potentially automated.

The job title ‘Senior Full-Stack Engineer and ML Developer’ carries a moderate risk of AI replacement. While tasks related to ML development and some full-stack engineering responsibilities can be automated, the role still requires a significant level of human creativity and problem-solving skills.

PHP developers face a moderate risk of AI replacement due to the routine nature of many coding tasks, which can be automated. However, the need for creative problem-solving, human interaction, and complex decision-making mitigates this risk somewhat.

This role shows moderate AI automation risk. Human skills like creativity and problem-solving remain valuable.