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Changing soon
Junior Software Developer
Routine implementation is heavily assisted; systems thinking and ownership still need people.
Replacement risk
73%
Mostly gone by
2031
Runway left
5 yrs
Very high chance of replacement
The ten-question breakdown
Each factor is scored 0–100. Higher means easier to automate.
Scoring the ten factors for this job…
What you can do now
- Get deep at debugging, architecture and production systems
- Own a domain end to end rather than tickets
- Learn to review and validate AI-written code rigorously
Where to move next
- Platform engineer
- Product engineer
- AI engineer