Fine-tuning
Real-time demand data from active job postings. Updated weekly from the same index powering all Datamata intelligence tools.
Active listings
110
30-day trend
-55.8%
% of listings
3%
As of July 2026, Fine-tuning appears in 110 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 110 active job listings in the ai category — representing 3% of all tracked ai postings. Over the past 30 days demand has declined 55.8%.
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 110 active ai job listings, about 3% of tracked ai postings. Demand has declined 55.8% 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.
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ReadBased on active job listings in the ai category · Updated weekly