Principal AI Threat Detection Engineer – Insider Threat

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Blackbaud

WebsiteLinkedInAll Job Openings

1001 - 5000 employees

☁️ SaaS

🤝 Non-profit

🤝 B2B

💰 $6.5M Series A on 2000-02

SaaS • Non-profit • B2B

Blackbaud is a cloud software company that builds intelligent solutions for social impact, focusing on nonprofit organizations. It provides products and services for fundraising, donor management, engagement, and sector-specific cloud solutions to help charities, educational institutions, and other mission-driven organizations move faster and work smarter. Blackbaud also offers training, support, developer resources, a partner marketplace, and industry research through the Blackbaud Institute. The company emphasizes privacy, security, and corporate social responsibility.

📋 Description

• Lead the maturation of Blackbaud’s Insider Threat detection program toward an AI-augmented capability, including administration, tuning, and optimization of Insider Threat tools, UEBA platforms, and the AI/ML models underneath them • Perform intrusion and insider risk analysis using SIEM technology, UEBA behavioral analytics, AI-generated insights, reports, data visualization, log analysis, and pattern analysis, applying human judgment to validate AI findings and separate true signal from noise • Direct AI-driven hunting tools and agents to identify threat actor groups (external and insider) and their respective tactics, techniques, and procedures, personally leading the investigation of cases that require nuanced human judgment • Serve as the human escalation point and first responder for security events that AI and automated tooling flag but cannot fully resolve, via email, phone, and tickets across corporate user networks, data centers, and cloud environments • Own remediation of information security incidents, including insider threat investigations, ensuring AI-assisted findings are verified and contextualized before action is taken • Document and communicate findings, escalate critical incidents, and interact with lines of business, HR, Legal, and other stakeholders on sensitive insider matters, exercising the discretion and judgment that AI systems cannot provide • Design and build AI-driven and SOAR-based automated workflows within Detection Engineering, defining the guardrails, escalation thresholds, and human checkpoints that keep automation safe, effective, and improve analyst performance • Champion responsible use of AI-driven analysis and automation to enhance detection accuracy and accelerate triage, while evaluating model accuracy, bias, and drift to keep detection logic explainable and trustworthy • Document automation and AI model deployment processes, to include defining pre-build requirements, validation criteria, and human review checkpoints for high-risk decisions • Utilize AI and automation to build metrics and dashboards supporting the Insider Threat and broader detection program, applying human interpretation to translate outputs into decisions leadership can act on • Serve as a thought leader on the evolving division of labor between AI and human analysts – determining which decisions should be automated, which require human review, and how that boundary should shift as the program matures – as well as on new alert content, data correlation, and anomaly thresholds • Improve and challenge existing processes and procedures in a very agile and fast-paced cyber security environment • Keep current on the threat landscape, insider risk trends, cyber security developments, and emerging AI/ML techniques relevant to detection engineering • Adapt to fluid infrastructures, and evaluate, pilot, and integrate new AI-enabled technologies and platforms • Act as peer reviewer and technical escalation point within the core security engineering team, including reviewing AI-assisted detection logic and automation before deployment • Advise and inform leadership on how to optimize the current toolset and evaluate future tools, including UEBA, SOAR, and AI-enabled analysis platforms, recommending where automation should expand and where human oversight must remain

🎯 Requirements

• 8+ years of Security Engineering and Analysis experience, preferably in Threat Detection and Response, including demonstrated experience supporting Insider Threat programs • 5+ years of IT or networking experience • Hands-on experience administering, tuning, and optimizing Insider Threat detection tools, User and Entity Behavior Analytics (UEBA) platforms, and the AI/ML models that power them • Experience with SOAR tools and playbook development, including explicit expertise applying AI-driven and agentic automation to security operations and critically evaluating AI-generated findings for accuracy • Experience with security metrics and reporting, preferably including automating recurring metrics and reporting processes • Demonstrated ability to critically evaluate AI/ML model outputs • Intermediate to Advanced Linux/Unix OS and Windows knowledge • Firewall rule and policy, and network routing fundamentals • Ability to manage parallel tasks and accurately document resolutions • Proven ability to implement automation through scripting (e.g., PowerShell, PERL, Python, Bash scripting), including integrating AI/ML APIs or agentic frameworks into detection workflows • Experience leveraging APIs to integrate third-party tooling into an existing tool stack • Familiarity with cyber security frameworks such as NIST and MITRE ATT&CK, and awareness of emerging AI governance and security frameworks (e.g., NIST AI RMF, MITRE ATLAS) • Industry-recognized professional certification such as Security+, CBROPS, CSA, CEH, GSEC, SSCP

🏖️ Benefits

• Medical, dental, and vision insurance • Remote-flexible workforce • Wellness Programs • 401(k) program with employer match • Flexible paid time off • Generous Parental Leave • Donations for Doers • Pet insurance, legal and identity protection • Tuition reimbursement program