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Public Demand Signals for Indie Developers · 3 Months

Building solo and not sure where to start?
Check public demand with posted budgets before guessing

Writing code isn't the hardest part — the hardest part is spending months on something nobody wants. Idea Miner distills recurring common demands from public outsourcing tasks with posted budgets, tracking mention frequency, median posted budget, and trends to help developers discover potential software opportunities (note: posted budgets do not equal completed transactions or payments).

This Period's Top Features
Product Image Background Replacement 5 Applied AI/ML Algorithm Engineering and Mathematical Research 3 Localized AU/NZ Identity Document Dataset Collection for Vision Model Fine-Tuning 2 Q1 Journal Academic Paper Writing in AI and Autonomous Vehicles 2 Local Generative AI Music Workstation for Bedouin Heritage Melodies 2
37514
3 Months collected tasks
7
features in current results
1 / 2
Contributing this period / total integrated
17
Total Mentions This Period
As of 2026-09-08 11:00 · Data methodology
This period's board is sourced from: freelancer. The data reflects that platform's public outsourcing demand, not the entire software market; posted budgets are not verified transactions, and the platform's user base, collection scope, and deduplication method can all affect the results.
Time rangeAggregated across the most recent complete periods
Weekly Monthly 2 Months 3 Months 6 Months 1 Year
Region Global North America Europe Asia Pacific Latin America
Tech Stack AI/LLM React Python
Competitive landscape All Blue ocean Red ocean
Potential band All High (70+) Medium (40-69) Unproven (<40)
Rank Common Demand Feature Trend (MoM) Mentions Potential Score 30-Day Trend
1 — Hiring: Senior Full-Stack AI Engineer for Enterprise SaaS Products 🔥 AI & Automation Python TensorFlow 🌐 Global Lead Why it ranks：This period: 1 mentions, +100% change, median budget $500. ▲ +100% 1 mentions 38 potential 2 — Localized AU/NZ Identity Document Dataset Collection for Vision Model Fine-Tuning 🔥 AI & Automation Computer Vision OCR 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $72. ▲ +100% 2 mentions 36 potential 3 — Applied AI/ML Algorithm Engineering and Mathematical Research 🔥 Other Python C++ 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 4 — Q1 Journal Academic Paper Writing in AI and Autonomous Vehicles CAD, Architecture & Engineering LaTeX Overleaf 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $326. ▲ +100% 2 mentions 29 potential 5 — Product Image Background Replacement Other Python PyTorch 🌐 Global Lead Why it ranks：This period: 5 mentions, +100% change, median budget $300. ▲ +100% 5 mentions 26 potential 6 — Local Generative AI Music Workstation for Bedouin Heritage Melodies AI & Automation Python PyTorch 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $835. ▲ +100% 2 mentions 13 potential 7 — End-to-End AI/ML Research Formulation and IEEE Publication Consulting AI & Automation Python PyTorch 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $400. ▲ +100% 2 mentions —Pending