“`html Executive Summary The week of March 16, 2026 marks one of the most operationally dense threat periods observed this quarter. Security teams face simultaneous pressure across four critical fronts: a newly patched zero-click Microsoft Excel vulnerability (EchoLeak, CVSS 8.6) enabling AI-assisted data exfiltration via Copilot, nine Linux AppArmor flaws (CrackArmor, CVSS 9.5) exposing 12.6 […]
Career Hub AI Governance Careers Responsible AI Scientist Responsible AI Scientist Overview Skills & Certs Career Path Action Center Responsible AI Scientist The research scientist advancing fair, safe, and transparent AI. Publications are the primary credential — not certifications. Concentrated at ~10–15 major technology companies: Microsoft FATE, Google DeepMind ReDI, Salesforce, Apple, ByteDance. BLS projects […]
Career Hub AI Governance Careers MLOps Governance Engineer MLOps Governance Engineer Overview Skills & Certs Career Path Action Center MLOps Governance Engineer The engineer who makes AI governance programmable. Embeds compliance into ML pipelines — automated bias detection, immutable audit trails, model documentation, and deployment gates. LinkedIn reports 9.8x growth in MLOps postings over five […]
Career Hub AI Governance Careers AI Trainer/Coach AI Trainer/Coach Overview Skills & Certs Career Path Action Center AI Trainer/Coach The only AI role with two completely separate career tracks under one title. Sub-Type A trains AI models through RLHF and annotation; Sub-Type B trains humans to use AI tools effectively. Lowest barrier to entry of […]
Career Hub AI Governance Careers AI Systems Safety Manager AI Systems Safety Manager Overview Skills & Certs Career Path Action Center AI Systems Safety Manager The safety evaluation and incident response leader for AI systems. Frontier labs pay $555K+ for this role (OpenAI Head of Preparedness, confirmed Fortune Dec 2025). EU AI Act creates mandatory […]
Career Hub AI Governance Careers AI Bias Mitigation Specialist AI Bias Mitigation Specialist Overview Skills & Certs Career Path Action Center AI Bias Mitigation Specialist Ensure AI systems operate fairly across protected groups by combining ML engineering, ethical reasoning, and regulatory knowledge. EU AI Act “high-risk” classifications and NYC Local Law 144 create mandatory bias […]
Career Hub AI Governance Careers AI Security Specialist AI Security Specialist Overview Skills & Certs Career Path Action Center AI Security Specialist The adversarial ML and AI red-teaming specialist. Protects AI systems from attacks — not uses AI to protect systems. NIST identifies 4 attack categories against AI: evasion, poisoning, privacy attacks, and abuse attacks. […]
“`html Executive Summary The week of March 9, 2026 marks one of the highest-pressure threat weeks observed this quarter. Security teams face simultaneous pressure across four fronts: actively exploited infrastructure vulnerabilities, a Patch Tuesday releasing fixes for 77-84 vulnerabilities including two confirmed zero-days, escalating nation-state activity from Russian and Iranian actors, and an accelerating supply […]
“`html Executive Summary The week of March 2-12, 2026 produced a high-density threat environment demanding immediate attention across network infrastructure, mobile platforms, enterprise software, and the supply chain. The most urgent items are two Cisco Secure Firewall Management Center vulnerabilities carrying a perfect CVSS 10.0 score with no available workaround, and a VMware Aria Operations […]
“`html Executive Summary The week of February 23, 2026 presents an elevated risk posture across network infrastructure, mobile platforms, enterprise software, and the software supply chain. Security teams face concurrent pressure from multiple high-priority threats requiring immediate action. Two Cisco Secure Firewall Management Center vulnerabilities received CVSS 10.0 scores with no available workarounds, demanding emergency […]