Fine-tuning
Real-time demand data from active job postings. Updated weekly from the same index powering all Datamata intelligence tools.
Active listings
112
30-day trend
-38.9%
% of listings
3%
As of August 2026, Fine-tuning appears in 112 active ai job listings (3% of tracked ai postings).
Source: Datamata Studios — methodology and update cadence.
Skills that pair with Fine-tuning
% of Fine-tuning listings that also require each skill
Top roles hiring Fine-tuning
Active listings by role title in ai
Is Fine-tuning in demand in 2026?
Fine-tuning appears in 112 active job listings in the ai category — representing 3% of all tracked ai postings. Over the past 30 days demand has declined 38.9%.
Fine-tuning most commonly appears alongside LLMs / GenAI, Machine Learning, Python in job requirements. Building proficiency in these complementary skills can significantly strengthen a candidate profile.
Fine-tuning demand FAQ
Is Fine-tuning in demand in 2026?
Fine-tuning appears in 112 active ai job listings, about 3% of tracked ai postings. Demand has declined 38.9% over the past 30 days.
What roles require Fine-tuning?
Fine-tuning is most in demand for ML Engineer roles, followed by AI Engineer and Research Scientist, based on active ai listings.
What skills pair with Fine-tuning?
Fine-tuning most commonly appears alongside LLMs / GenAI, Machine Learning and Python in job requirements.
Explore related intelligence
Further reading
chmod 755 vs 644: which permission should you use?
When to use chmod 755 versus 644—what each octal mode grants, why directories need the execute bit and how to pick safe defaults for files and folders.
Readchmod -R: changing permissions recursively and safely
How to use chmod -R to change permissions on a whole directory tree without making files executable—plus the find and capital-X tricks that keep folders usable.
ReadHow to write a counter offer email that works
A clear structure for a counter offer email—how to open, where to put your number and how to stay warm—plus a template you can adapt and send in minutes.
ReadBased on active job listings in the ai category · Updated weekly