
Forward-Thinking Cybersecurity Specialist
18 hours ago
Job Summary:
As a forward-thinking Cybersecurity Analyst, you will be responsible for monitoring and analyzing security incidents to identify root causes and recommend remediation.
You will work with AI-driven cybersecurity models to identify emerging threats and design real-world evaluations of model performance.
Key Responsibilities:
- Monitor and analyze security alerts from tools and platforms.
- Identify root causes of security incidents and recommend remediation strategies.
- Differentiate true positives from false positives to refine detection accuracy.
AI & Threat Modelling:
- Develop and evaluate cybersecurity models using large language models (LLMs) to identify emerging threats.
- Design and run real-world evaluations of model performance, including adversarial scenarios.
- Research and recommend data sources for training and fine-tuning models.
- Develop workflows for data curation, labelling, and threat detection.
- Document findings, processes, and evaluation metrics.
Data & Evaluation:
- Perform data labelling for supervised evaluations and model improvement.
- Establish metrics for reducing false positives and improving precision/recall.
- Collaborate with security engineers, researchers, and data scientists to operationalize AI-driven SOC workflows.
Qualifications:
Required:
- 5+ years of experience in a SOC analyst or related cybersecurity role.
- Strong knowledge of alert triage, root cause analysis, and incident handling.
- Familiarity with security tools (SIEM, EDR, IDS/IPS, etc.).
- Experience or strong interest in AI/ML applications in cybersecurity.
- Ability to work independently in part-time shifts.
Preferred:
- Hands-on experience with LLMs (e.g., fine-tuning, prompt engineering, or evaluation).
- Familiarity with Python and data manipulation libraries.
- Background in threat intelligence, malware analysis, or adversarial testing.
- Understanding of data curation, annotation, and evaluation methods.
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