Match to SaaS growth roles built for human-AI teams
SaaS companies like RevenueCat are publicly hiring autonomous AI agents for specialized growth and advocacy roles traditionally held by humans, sparking fears of job displacement.
RoleForge AI-matches your skills to job openings at SaaS companies like RevenueCat, scoring fits based on hybrid human-AI potential. It curates hidden jobs from LinkedIn/Twitter and suggests profile tweaks. Get intros via warm network paths and application primers.
Mid-level growth marketers, technical writers, and app developers with 2-5 years experience seeking roles at SaaS companies like RevenueCat
Hybrid scoring algorithm prioritizing roles where humans complement AI, with direct sourcing from SaaS career pages
professional
AI scores job fits emphasizing human strengths
Scrapes/aggregates SaaS jobs from multiple sources
Suggests LinkedIn tweaks for hybrid appeal
Finds warm intro paths via LinkedIn graph
One-click job-specific prep kit
Daily/weekly job matches via email
Dashboard of fit trends over time
Track intro success rates
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| linkedin_url | text | Yes |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| title | text | No |
| company | text | No |
| url | text | Yes |
| description | text | Yes |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| job_id | uuid | No |
| score | int | No |
| notes | text | Yes |
| status | text | No |
Relationships:
/api/matchesGet user's job matches
/api/jobs/searchSearch and score new jobs
/api/profile/optimizeOptimize LinkedIn profile
/api/network/pathFind intro path for job
No alerts
None
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 150 | 3% | $110 | $1,320 |
| Month 6 | 1,000 | 6% | $1,500 | $18,000 |
Smart matching for growth jobs where humans shine alongside AI at companies like RevenueCat.
Share MVP on LinkedIn SaaS groups, target RevenueCat job seekers via Twitter search; cold DM 20 profiles with free month for feedback.
ATS for companies
No candidate tools
Candidate-focused hybrid AI
Job tracking
No matching or SaaS focus
AI matching + network
Growing job database + user match data improves algorithm accuracy
SaaS hiring shifts to AI-human teams amid public announcements
Scraping blocks
Multiple sources + APIs
LinkedIn TOS
User-initiated connects
Success: 100 responses
Success: Avg score >70%
Other validated startup ideas you might find interesting
Instant access to affordable agritech hardware suppliers for student crop monitoring prototypes
Validate crop monitoring app demand from small farmers before building – zero cost surveys
Drop-ship agritech hardware prototypes to farmers for real-world app testing
Stand out in the crowded AI market with AI-powered positioning that converts browsers to buyers.
Launch your AI productivity tool like a pro with automated campaigns that drive real users.
Swap targeted users with other AI indie hackers—no ads, just mutual growth.