What should I tell the students about job opportunities?

I am a data scientist with almost two years of experience. I mainly work on SQL, Pandas, Power BI dashboards, credit risk modeling, MLOps, and a small part of GenAI architecture using Redis workers.

I have been invited to my college, where I completed my Masters in Data Science, to give a guest lecture in the first week of March. I chose the topic “end to end ML building” where I plan to talk about:

• Data validation using pandera
• Feature store
• Model training
• Model serving using fastapi
• Automation using airflow
• Model monitoring
• Containerization using docker

I am comfortable teaching this because I use many of these tools at work and in personal projects.

However, I am worried about one thing. Students may ask me about AI replacing jobs. They will graduate next year and they might ask:

• Will there still be jobs?
• Will our skills still be valuable?
• Is AI removing entry level roles?

Even I sometimes feel uncertain. Tools like claude and other AI systems are becoming very powerful. I am trying to learn advanced skills like production ML pipelines to stay relevant. hoping these harder skills will keep me relevant longer.

But I am not sure how to confidently answer students when they ask about job security. i don’t want to scare them.

I need guidance on what I should tell them about the future of AI and jobs.