Every major. Every role.
Find the roles worth your time. Build the skills AI can't replace.
Upload a resume and an unofficial transcript. Four agents rank the live opportunity feed for your goal and turn what is missing into a semester plan of real Virginia Tech courses, clubs and certifications.
You sign in to build your profile. Your resume, transcript, goal and applications stay private to you.
7,571 open postings, newest just now
Welcome to
Prospect
The career journey for every Virginia Tech student, in one place.
Inside the app
App screenshots pending
Real captures of the running app land in public/mocks and this strip fills itself. No placeholder art ships in their place.
Measured, not claimed
Live, not estimated.
- Open postings
- 7,571
- Companies
- 926
- Added in the last day
- 6,276
Counted in Prospect’s own database. Every watched board is re-read every 30 minutes, so these move while you read them.
Ranked feed
Real postings, found early.
The live feed covers internships, co-ops, new-grad, full-time and research roles in every major, ranked best to least for your goal.
- Every watched board is re-read every 30 minutes, so a posting reaches you while it is still open.
- Each row says in words why it fits your goal, instead of handing you a bare score.
- Requirements are split into met and unknown, so you can see what a posting does not tell you.
App screenshot pending
Waiting for public/mocks/feed.png, a real capture of this screen.
Semester roadmap
Know which of your skills hold their value.
Every role breaks down into tasks, and every task carries a label with its meaning. The plan that follows is built from real Virginia Tech courses, clubs and certifications.
- Every task on a role is labelled Human-led, AI-assisted or Automatable.
- What is missing becomes a semester plan of real courses, clubs, projects and certifications.
- Each step says why it is there and which roles it moves you toward.
- Human-led
- the task still turns on a person's judgement.
- AI-assisted
- a model makes the task faster, a person still owns the result.
- Automatable
- the task can already run end to end without a person.
Scores come from published task-exposure tables, O*NET tasks joined to published economic and academic exposure scores, never from a model's guess.
App screenshot pending
Waiting for public/mocks/roadmap.png, a real capture of this screen.
Before and after
The same posting, read twice.
On the left, a posting that is open right now, exactly as its board publishes it. On the right, the record Prospect reads out of it.
As the board publishes it
Talent Acquisition Program Specialist - Special Projects and Data Analyst Cummins Columbus, IN, United States fa-espx-saasfaprod1.fa.ocs.oraclecloud.com found just now
What Prospect reads out of it
- Role
- Talent Acquisition Program Specialist - Special Projects and Data Analyst
- Employer
- Cummins
- Role family
- Data & AI
- Term
- Term not stated
- Location
- Columbus, IN, United States
- Found
- just now
- Human-led
- AI-assisted
- Automatable
Once your profile is in, every task on this posting carries one of those three labels. Scores come from published task-exposure tables, O*NET tasks joined to published economic and academic exposure scores, never from a model's guess.
What you get
Three surfaces. One journey.
Feed
Every open posting we watch, ranked best to least for your goal, with the reasons in words.
7,571 open postings right now
Journey roadmap
A semester by semester plan of real courses, clubs, projects and certifications that closes the gaps.
Built as soon as your profile is in
Agents
Profile, Match, Roadmap and Orchestrator. Each one reads real data and hands back a checked result.
Temperature zero, schema-checked output
Under the hood
One data platform. Four agents.
Data and compute
Powered by Databricks
- Lakebase holds every application table.
- Delta holds the bronze, silver and gold mirror plus the course, club and certification datasets.
- One Vector Search endpoint indexes the archetype definitions and the course catalog.
- Jobs run the Orchestrator and the hourly sync.
- Genie answers why questions over the same tables.
Reasoning
Four Gemini agents behind one harness
- Profile reads a resume and an unofficial transcript into a structured profile.
- Match ranks the live feed against your goal and picks the archetype target.
- Roadmap turns the gaps into a semester plan built from the datasets.
- Orchestrator re-scores every profile when new postings land.
- Temperature zero, schema-validated output, and a timeout per step that fails by name.
- Document and posting text is treated as data, never as instructions.
Privacy by design.
- Your resume and transcript are read in memory and never stored as files.
- The structured profile that comes out of them is yours. Everyone sees the same public feed; nobody sees your profile.
- Ask us to delete it and it is deleted.
Find your fit. Build your plan.
You sign in to build your profile. Your resume, transcript, goal and applications stay private to you.