Unknown Company

Senior Software Engineer

san francisco, ca • Posted 2 days ago
Onsite Full Time Software Architecture & Engineering

  • Design and build systems combining security-relevant data, detection signals, context, and foundation models to identify and predict threats
  • Prototype and test AI features for decoding events and system environments and predicting anomalies and threats
  • Work with security SMEs and security researchers to validate real-world utility
  • Develop an AIDevOps pipeline for rapid experimentation with data, knowledge bases, models, and context memory
  • Define clear, measurable success criteria to evaluate iterations
  • Architect and build a distributed platform correlating trillions of events and signals into explainable findings and alerts
  • Build capabilities for triage resolution agents in Cisco/Splunk’s Agentic SOC
  • Collaborate with product and platform teams to co-design scalable AI-enhanced threat detection and prediction workflows
  • Contribute to the core architecture powering AI-native security operations and trusted enterprise automation

Requirements

  • Bachelor's Degree with 7+ years of related experience or Master's with 4+ years of related experience
  • Experience designing and implementing distributed systems, emphasizing storage systems and storage access layers
  • Familiarity with data platforms, data lakes and warehouses, or streaming platforms
  • Fluent Python or Go development experience building scalable backend services, APIs, and automation workflows
  • Experience with CI/CD pipelines, GitHub/GitLab, Jira, and automated testing frameworks
  • Experience designing agent systems that perform coding tasks
  • Experience partnering with product managers, security SMEs, and engineers
  • Preferred: experience building and maintaining pipelines for large-scale security telemetry
  • Preferred: familiarity with TDIR/SIEM architectures, correlation searches, and threat hunting support systems
  • Preferred: understanding of security operations concepts including attack surface management, threat analytics, detection, triage, investigation, and response
  • Preferred: former Tier 3 SOC analyst or equivalent experience automating SecOps workflows and building scalable detection infrastructure
  • Preferred: exposure to event storage systems or custom cybersecurity embeddings
  • Preferred: hands-on RAG/GraphRAG pipelines and vector databases such as FAISS, Pinecone, or Weaviate
  • Preferred: experience integrating and optimizing large language models or GNNs, GCNs, and GATs
  • Preferred: experience shipping AI-powered features or products
  • Preferred: ability to design model-output evaluation experiments for accuracy, usability, performance, and cost
  • Preferred: background or interest in AI-assisted analyst workflows focused on usability, trust, and decision support

Core Competencies

Demonstrates expertise in designing and implementing distributed systems, with a strong focus on security operations and AI-enhanced threat detection. Proficient in Python or Go for building scalable backend services and automation workflows, alongside experience in CI/CD pipelines and data platforms.

Highest-signal resume keywords

  • Distributed Systems Design
  • Python Development
  • CI/CD Pipeline Implementation
  • AI-Powered Feature Development
  • Security Operations Concepts

ATS Optimization Keywords

Hard Skills

  • Distributed Systems
  • Backend Services
  • APIs
  • Automation Workflows
  • Data Platforms
  • Storage Systems
  • Threat Detection
  • Model Evaluation
  • Agent Systems
  • Security Telemetry

Soft Skills

  • Collaboration
  • Communication
  • Problem-Solving
  • Partnership

Industry Keywords

  • Threat Analytics
  • Attack Surface Management
  • Detection
  • Triage
  • Investigation
  • Response
  • Security Operations Center
  • Large Language Models
  • GNNs
  • GCNs

Tools & Technologies

  • GitHub
  • GitLab
  • Jira
  • FAISS
  • Pinecone
  • Weaviate
  • TDIR
  • SIEM
  • Automated Testing Frameworks
  • RAG/GraphRAG Pipelines

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Senior Software Engineer in san francisco at Unknown Company

This position is listed as full time and onsite.

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