Episode 472: Should my junior dev use AI and thrown in to ETL episode artwork

EPISODE · Aug 4, 2025 · 26 MIN

Episode 472: Should my junior dev use AI and thrown in to ETL

from Soft Skills Engineering · host Jamison Dance and Dave Smith

In this episode, Dave and Jamison answer these questions: I’m the CTO of a small startup. We’re 3 devs including me and one of them is a junior developer. My current policy is to discourage the use of AI tools for the junior dev to make sure they build actual skills and don’t just prompt their way through tasks. However I’m more and more questioning my stance as AI skills will be in demand for jobs to come and I want to prepare this junior dev for a life after my startup. How would you do this? What’s the AI coding assistant policy in your companies. Is it the same for all seniority levels? Hi everyone! Long-time listener here, and I really appreciate all the insights you share. Greetings from Brazil! I recently joined a large company (5,000 employees) that hired around 500 developers in a short time. It seems like they didn’t have enough projects aligned with everyone’s expertise, so many of us, myself included, were placed in roles that don’t match our skill sets. I’m a web developer with experience in Java and TypeScript, but I was assigned to a data-focused project involving Python and ETL pipelines, which is far from my area of interest or strength. I’ve already mentioned to my manager that I don’t have experience in this stack, but the response was that the priority is to place people in projects. He told me to “keep [him] in the loop if you don’t feel comfortable”, but I’m not sure that should I do. The company culture is chill, and I don’t want to come across as unwilling to work or ungrateful. But I also want to grow in the right direction for my career. How can I ask for a project change, ideally one that aligns with my web development background, without sounding negative or uncooperative? Maybe wait for like 3 months inside of this project and then ask for a change? Thanks so much for your thoughts!

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Episode 472: Should my junior dev use AI and thrown in to ETL

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