Description

 Key Responsibilitie

s1. Data Modeling & Architectur

• eDesign and implement scalable data models that integrate vulnerability data across multiple systems (e.g., cloud, infrastructure, application, endpoint)
• .Standardize and normalize disparate vulnerability data sources into a consistent, queryable structure, supporting aggregation and cross-domain analysis
• .Partner with data engineering teams to ensure efficient ingestion, transformation, and storage pipelines

.2. Analytical Methodology Developmen

• tDevelop quantitative methods to
• :Measure vulnerability exposure and risk postur
• eTrack remediation effectiveness over tim
• eIdentify drivers of exposure (e.g., asset type, product, CVE clustering, ownership
• )Determine how to measure Mean Time to Patc
• hBuild frameworks to distinguish
• :One-time remediation issues vs. recurring systemic vulnerabilitie
• sStable vs. volatile vulnerability population

s3. Reporting & KPI Framework Developmen

• tDesign and implement weekly reporting outputs that provide
• :Trendlines (week-over-week, SLA adherence, backlog movement
• )Exposure metrics (e.g., open vulnerabilities, aged findings, critical assets
• )Ownership views (by division, product, or application
• )Develop monthly analytical snapshots to
• :Assess current-state risk postur
• eIdentify structural improvements or regression
• sSupport governance and regulatory reportin
• gBuild automated dashboards and reporting solutions in tools such as Power BI or Tableau

.4. Trend Analysis & Insight Generatio

• nPerform deep-dive analyses to identify
• :Root causes of vulnerability accumulatio
• nSystemic control gaps or weak point
• sTrends across CVEs, products, and technology stack
• sDevelop models to support forecasting and predictive risk insights where feasible
• .Translate analytical findings into clear narratives for senior stakeholders

.5. Stakeholder Engagement & Executive Communicatio

• nPartner with vulnerability management, risk, and engineering teams to
• :Define reporting requirements and KPI
• sAlign on data definitions and governance standard
• sDeliver executive-ready insights answering
• :What changed
• ?Why it changed

Key Skills

Education

Bachelor's degree