Technology · Career move
Software Engineer → ML Engineer
What the move actually takes — the path, the skills to add, and the timeline — with the pay it unlocks. Indicative and sourced; a target, not a promise.
The trajectory
$168,000 now → $238,000 in 2 yrs
~2 yrs typical
The path
Route: specialisation
Skills to add
What ML Engineer needs that Software Engineer typically doesn't.
- ML systems + pipelines (training/serving)
- MLOps and model deployment
- Strong software engineering fundamentals
Credentials on this route
- ML coursework / applied ML portfolio (e.g. DeepLearning.AI, fast.ai)
Explore both roles
Figures are indicative, in USD, and never a guarantee of an outcome.