Automated job ad filter by schedule

Problem Context

Students in their final year need part-time jobs that fit around classes. They lack time for long contracts and unclear job ads waste hours. Current job sites (e.g., Aldi, local boards) hide critical details like hours and contract types, forcing manual guesswork.

Pain Points

Job ads use vague language (e.g., 'flexible hours') without clear numbers. Students spend 5+ hours/week reading ads, apply to mismatched roles, and face rejection stress. Manual workarounds (e.g., calling employers) add more friction.

Impact

Wasted time delays income, increases anxiety, and distracts from studies. Missed opportunities cost hundreds in lost wages. The cycle repeats until they find a job—often too late in the term.

Urgency

Students need jobs *now- to cover tuition/living costs. Unclear ads create a never-ending search loop. Without a solution, they’ll keep wasting time and money, risking academic performance.

Target Audience

All students (16–25. seeking part-time work, especially in final years. Also applies to young professionals, caregivers, or anyone needing flexible, short-term jobs with clear hours.

Solution Approach

JobClarity is a web app that automatically extracts and standardizes job ad details (hours, contract type, pay) from major job sites. It surfaces only roles matching the user’s schedule/needs, saving hours of manual research.

Key Features

1. Schedule Matcher: Lets users input their class times, then filters jobs to show only those with compatible hours.
2. Alerts: Notifies users via email/app when new matching jobs are posted.
3. Review System: Crowdsourced ratings for job ad clarity (e.g., 'This ad was misleading') to improve future matches.

User Experience

Users sign up, input their schedule (e.g., 'Mon/Wed 9–12 AM'), and get a daily digest of 3–5 jobs with clear hours/contracts. No more reading ads—just apply to pre-filtered roles. Alerts arrive when new matches pop up.

Differentiation

Unlike generic job boards, JobClarity focuses *only- on part-time/flexible roles and extracts hidden details (e.g., '3 hours/week, fixed-term'). No admin setup; works via email. Defensible via proprietary job ad dataset + user-generated reviews.

Scalability

Starts with 10 job sites, then adds 5/month via user requests. Premium tiers offer salary negotiation tips or interview prep. Expands to other flexible workers (e.g., parents, retirees) later.

Expected Impact

Saves 5+ hours/week per user, reduces rejection stress, and ensures they find jobs faster. For $10–$20/month, it’s a no-brainer for students earning $15–$20/hour.