Find Jobs That Match You
MCT PathAI uses AI to match international students with visa-friendly roles — scored and ranked specifically for your resume, skills, and OPT/H1B eligibility.
Jobs scraped daily
Matches per student
Top match score
Students in beta
The Process
How MCT PathAI Works
Set it up once. Get ranked matches every single morning.
Share Your Resume Once
Our AI reads your skills, experience, and visa status automatically. No forms to fill out.
AI Works While You Sleep
Every morning at 7AM we score 5,000+ fresh jobs against YOUR resume specifically — not a generic profile.
Wake Up to Your Best Matches
Open your dashboard — top jobs ranked by fit score, all visa-friendly, ready to apply in one click.
How We Score
10-Dimensional AI Matching
Most job platforms match on 1–2 keywords. We score every job across 10 dimensions.
Skill Match
Jaccard overlap between your resume skills and the job's requirements
Experience Level
Years of experience aligned to the role's seniority band
Location Match
USA geography gate — remote, hybrid, or your target city
Visa Compatibility
H1B / OPT / STEM OPT sponsorship verified before you ever see the job
Semantic Relevance
Sentence-transformer embeddings measure deep contextual similarity
Job Category
Role type matched to your target function — SWE, data, ML, product
Company Fit
Company stage, size, and culture signals scored against your profile
Industry Alignment
Domain match between your background and the company's sector
Salary Range
Compensation band compared to your stated target range
Resume Alignment
Full semantic comparison of your resume text against the job description
Every job gets a single unified score combining all 10 dimensions — so you always see YOUR best matches first.
What Makes Us Different
Built Only for International Students
Every feature was designed around the F1/OPT job search — not retrofitted from a generic platform.
Visa Filter Built-In
Every job pre-checked for H1B/OPT sponsorship. No more guessing.
AI Resume Matching
Semantic AI scores every job against your actual skills — not just keywords.
Daily Automation
Pipeline runs at 7AM every morning — fresh matches waiting when you wake up.
Tailored Resume
Generate a custom resume per job in one click. Stand out from the crowd.
Top Companies
Databricks, OpenAI, MongoDB, Notion, Ramp, GitLab and hundreds more.
Free Early Access
First 20 students get lifetime free access. No credit card required.
Ready to Find Your Perfect Role?
Join the first 20 beta students and get FREE access to AI-powered job matching built specifically for F1, OPT & H1B students.
No credit card · Takes 30 seconds · Powered by MCTechnology LLC
Contact
Get In Touch
Have questions? We'd love to hear from you.