Algorithm Watch — Staleness & Repetition Flags
[SEVERE] The "n8n" keyword search on the remote pass returned 20 of 25 results as the identical BairesDev "CRM Senior Specialist – Remote Work" posting, re-listed once per U.S. city (Dallas, Plano, Austin, Houston, San Francisco, LA, NYC, etc.). Zero genuine automation-tooling relevance. This keyword is fully hijacked and shouldn't be trusted without heavier filtering.
[SEVERE, NEW] "Endpoint Engineer" returned zero true endpoint-security results in either pass — every hit across both the Chicagoland and remote searches was generic noise (LLM/GenAI engineers, GTM engineers, DevOps roles) that happened to contain the word "engineer." This keyword is not usable as currently phrased; try "endpoint security," "JAMF," or "CrowdStrike Falcon administrator" instead next run.
[CONFIRMED, RECURRING] Harris Computer "(Remote) Technical Support Engineer" again appeared duplicated per state (Missouri, Oklahoma, Kansas, Indiana, Ohio, Tennessee, Michigan, Texas) — same cross-posting pattern logged in prior sessions.
[NEW PATTERN] Relativity "Technical Support Specialist – Weekday Overnight – Government" duplicated across Wisconsin, Minnesota, Iowa, Maine, and New Hampshire with identical text — same per-state cross-posting pattern as Harris Computer. Recommend adding to the standing noise-exclusion list.
[NEW PATTERN] Bright Vision Technologies is cross-posting near-identical AI/infrastructure engineer titles ("Observability Engineer," "LLM Engineer," "Messaging Systems Engineer," "OpenShift Administrator," "SAP System Administrator," "Infrastructure Automation Engineer") across many unrelated cities (Westford MA, Ahwatukee AZ, Lexington MA, Troy MI, Apex NC, Sterling VA, Santa Clara CA) — classic staffing-mill template spam, appeared on 4+ separate keyword searches this run. Recommend adding to the permanent noise-exclusion list alongside Harris Computer.
[NEW PATTERN] RemoteHunter intermediary/placement-agency postings appeared across multiple unrelated keyword searches this run (Database Administrator II, Cloud Engineer, Operations Specialist, Data Entry Specialist) — not necessarily fake, but each is a third-party placement listing rather than the hiring company directly. Kept the Database Administrator II role with a verification flag; treat similar RemoteHunter postings with the same caution.
[CONFIRMED, RECURRING] Generic "… Engineer" keywords (IAM Engineer, Infrastructure Administrator) continue to surface unrelated engineering-discipline noise (electrical/mechanical/substation/trading engineers) rather than IT-specific roles. "AI Automation," "AI Automation Engineer," and "AI Implementation" keywords continue to surface QA/MLOps/Data Science/GTM-engineer roles rather than true agentic-implementation work — consistent with filtering notes already on file, confirmed again with full keyword coverage this run.
[CONFIRMED] Jobgether aggregator listings continued to appear in raw results across several keyword searches and were excluded per the standing noise-exclusion rule.
[SEVERE, NEW] The "DSPM" keyword (Data Security Posture Management — your Cyera differentiator) is almost entirely hijacked by "DSP" acronym collisions — digital-signal-processing and RF engineering roles (Skylark Wireless, HawkEye 360, Leidos signal processing). Zero genuine DSPM/data-security-posture listings surfaced. This keyword needs a qualifier next run — try "data security posture management" spelled out, or "Cyera"/"Securiti" by vendor name.
[NEW PATTERN] KPMG US "Senior Associate, SailPoint Identity Governance Engineer" is cross-posted identically across 15+ cities nationwide (Stamford, Philadelphia, Salt Lake City, DC, Denver, Atlanta, Pittsburgh, Winston-Salem, Sacramento, Louisville, Seattle, Greenville, Raleigh, Portland, Ashburn, Minneapolis, plus the Chicago listing already on this board). Same req, same posting, per-office duplication — deduped to the single Chicago instance already kept.
[NEW PATTERN] Trace3 "Security Operations Center (SOC) Analyst (Remote)" is duplicated across at least 5 cities (Sioux Falls SD, Louisville KY, Kansas City KS, Oklahoma City OK) with identical text despite being labeled remote — same per-location cross-posting pattern as Harris Computer and Relativity. Not added to the board; recommend adding Trace3 to the standing noise-exclusion list if this recurs.
[CONFIRMED, RECURRING] SailPoint's own "Advisory Solution Consultant – Healthcare" req keeps reappearing under a different state each day (MI on 8/6, IL/MN/MO on 8/9–8/10) — same posting, rotating location tag. Deduped to the Illinois-tagged instance each time it reappears.
[SUSPECT, NEW] "Forward Deployed Engineer (Remote)" posted by Quik Hire Staffing on 8/10 listed a $300,000–$650,000/yr band for what reads as a standard FDE role — well outside every other FDE posting on this board ($135K–$220K range). Comp this far outside market norms for the stated seniority is a common pattern in scraped-listing spam; excluded from the board pending verification.
[WATCH] Several Forward Deployed Engineer results are posted under recruiting/hiring-platform names (Ladders, Jack & Jill, hackajob) rather than the actual hiring company — treat the "company" field on these as the intermediary, not the employer, and confirm who's actually hiring before applying.