Job Analytics App
1️⃣ User Account System Users should be able to: Sign up / Login Create profile Add: Skills Experience Interests Job role preference Why? So ML can personalize job suggestions. 2️⃣ Job Search Feature Basic job app features: Search jobs by keyword Filter jobs by: Remote Salary Role Experience View job details Apply or save jobs Why? This is the core of the app. 3️⃣ Personalized Job Recommendations (ML) ML suggests jobs based on: User skills Past searches Applied jobs Market trends ML idea: Recommend jobs similar to what user likes Example: If user knows Python → Recommend ML or Data jobs 4️⃣ Trending Skills Tracker (ML Feature) Show: Top skills in demand Skills rising in popularity Skills losing demand Example output: 🔥 Python ↑ 🔥 Flutter ↑ ⬇ PHP ↓ ML idea: Analyze job postings to find most requested skills 5️⃣ Skill Gap Analyzer User enters skills → App shows: Skills missing for high-paying jobs Skills needed to upgrade career Example: User has Python → Missing TensorFlow → Suggest learning it 6️⃣ Skill Learning Suggestions (ML Prediction) Predict: What skills will trend next year What skills increase salary chances ML idea: Predict future skill demand from past job data 7️⃣ Job Alerts & Notifications Send alerts for: Jobs matching skills Trending skills updates New roles in demand 8️⃣ Dashboard & Visual Analytics Show graphs: Skill demand over time Job market trends Salary trends Career growth charts Flutter charts screen 9️⃣ Resume Analyzer (ML Feature) Upload resume → ML analyzes: Skill strength Missing skills Improvement suggestions 🔟 Career Path Recommendation Suggest career growth path: Junior Developer → ML Engineer → AI Engineer