Opportunities Feed
Ranked computational and simulation roles with direct application links
Active Search & Discovery Keywords
AI-synthesized from profile, education, and target domains. Click keyword to filter; click '×' to dismiss.
| Actions | Status | Company | Role Title | Date Posted | Priority | Category | Location | Compensation | Pool |
|---|
CUDA C++), exact phrases in quotes (e.g. "distributed systems"), and exclusions (e.g. -intern). Matches in titles are boosted.
AI Seniority & Experience Boundaries
Dynamic ceiling calibrated to prevent senior mismatch
Calibrating boundaries based on candidate background...
AI-Synthesized Discovery Search Space
15–20 high-precision compound terms queried across Ashby, Greenhouse, and Workday
Synthesized Focus Domains & Candidate Context
Target domain clustering derived from profile and career history
Loading candidate narrative...
Experience & Artifacts Summary
Frontier Model technical summaries generated from your projects, publications, and attached documentation
Discovery Engine Multi-Tier Cascade
Three-tier evaluation funnel protecting cloud budget and frontier quota
Micro title filter (~60 in / 1 out token) on Flash-Lite. Out-of-domain roles short-circuit with 0 JD summary tokens.
Evaluates JD summary against minimum salary, work model, location, seniority ceiling, and custom dealbreakers.
Deep portfolio alignment and score calibration producing detailed rationale, strategic advice, and match rating.
Candidate Identity & Work Preferences
Personal profile, discipline headline, and geographic parameters governing job discovery
Education & Work Experience
Degrees, credentials, and professional work history evaluated against job requirements
Job Disqualifiers & Auto-Gates
Instant dealbreakers and non-invasive gate safeguards evaluated during Tier 1 pre-filtering
Automatically filter out postings whose confirmed base compensation is strictly below this threshold.
One statement per line. Matched directly against job descriptions during Tier 1 evaluation.
Automated Gate Safeguards
Non-invasive screening rules executed during Tier 1 prefiltering to eliminate token waste.Experience & Artifacts Repository
Manage past projects, publications, and codebases used by Frontier Evaluator to validate qualifications
Account Security & Password
Change your account login credentials
🔔 Notification Systems (Email & SMS)
Automated alerts for candidate keyword matches and instant high-priority opportunities at your favorite companies.
📧 Email Delivery
SMTP📱 SMS Text Delivery
TwilioAI Models
3-Tier orchestration: Throughput Gatekeeper (Stage 1) ➔ Frontier Deep Evaluator (Stage 2) ➔ Fail-Safe Local Model (Tier 3)
⚡ Tier 1: Throughput Model
Stage 1 GatekeeperFast, high-recall schema extraction & dealbreaker filtering.
🌟 Tier 2: Frontier Model
Stage 2 Deep ReasoningDeep domain qualification and candidate portfolio alignment.
🛡️ Tier 3: Fail-Safe Local Model
Zero-cloud local fallback if quotas or internet drop.
Dynamic System Prompts Inspection
Live compiled system prompts generated from candidate profile settings