How Engineering Roles Will Shift Once Coding Is Solved
willccbb · x · 2026-07-13
The author argues that once "coding is completely solved," many early-career software engineers will be forced to pivot. Instead of just writing code, they will shift to roles closer to customers and business operations, such as:
- Forward-deployed software engineer
- Solutions architect
- Product marketing manager
- AI engineer
- Quantitative data scientist
The main takeaway is that entry-level software jobs will be restructured, requiring engineers to migrate towards business, delivery, model application, and data analysis.
More from AGI Musings
- New paper: AI agents negotiate badly under uncertainty and break deals on purpose — menhguin · 2026-10-26
- NBER: Only 2.9% of US consumers pay for AI; retention as low as 20%, pricing power at risk — avicgoldfarb · 2026-10-26
- AI researchers guessed robots wouldn't outrun humans until 2034 — it already happened — ben_j_todd · 2026-10-26
- AI folks, stop saying "biology" when you mean drug development — KevinKaichuang · 2026-10-26
- ESR on the Bugpocalypse: locking down frontier models only hands the game to Chinese open weights — colinmcnamara · 2026-10-26
- Anthropic: junior tech hires fell from 27% to 9% as agent hours hit 6x employee hours — thione · 2026-10-26