Intelligence Pipeline Analyst

Zignal Labs

$90K — $120K *
Technical Services
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Active TS/SCI clearance preferred or ability to obtain one
  • 8+ years of experience in operational intelligence environments
  • Experienced in designing or optimizing intelligence collection workflows
  • Strong grasp of OSINT methodologies and intelligence tradecraft
  • Advanced expertise in Boolean logic and operational tagging systems
  • Knowledgeable in AI/ML concepts including NLP and anomaly detection
  • Skilled in managing competing operational priorities in dynamic environments

Responsibilities

  • Design and optimize operational intelligence collection pipelines
  • Independently build and manage structured datasets and enrichment workflows
  • Refine collection strategies using Boolean logic and signal scoring
  • Drive improvements in signal quality and workflow efficiency
  • Deploy and monitor AI/ML models for operational workflows
  • Develop AI-driven alerting systems and prompt frameworks
  • Support multimodal intelligence workflows for actionable insights
  • Collaborate with cross-functional teams to enhance operational capabilities
  • Lead troubleshooting and optimization of intelligence workflows
  • Identify emerging collection opportunities and operational risks
  • Contribute to best practices for intelligence pipeline engineering
  • Mentor junior team members in operational intelligence

Benefits

  • Fully remote work option
  • Collaborative team environment
  • Opportunities for professional growth and mentorship
  • Supportive culture for implementing AI technologies
  • Engagement with mission-critical operations across various locations
Full Job Description
We are seeking an Intelligence Pipeline Engineer to join our growing team. This role blends intelligence tradecraft, operational data engineering, AI-driven workflows, and real-time mission support.

This role is designed for professionals who can independently own operational intelligence workflows, drive pipeline optimization efforts, operationalize AI-enabled capabilities, and collaborate cross-functionally to support mission-critical operations.

Key Responsibilities
  • Design, configure, maintain, and optimize operational intelligence collection pipelines supporting real-time monitoring and alerting workflows
  • Independently build, curate, tune, and manage structured datasets, collection logic, enrichment workflows, and operational intelligence pipelines
  • Develop and refine advanced collection strategies using Boolean logic, heuristics, metadata enrichment, tagging frameworks, geospatial filtering, and signal scoring methodologies
  • Drive continuous improvements in signal quality, workflow efficiency, operational relevance, and data reliability
  • Deploy, evaluate, monitor, and optimize AI/ML and computer vision models supporting operational intelligence workflows
  • Develop, test, and refine LLM-driven workflows, prompt frameworks, and AI-assisted alerting systems
  • Support multimodal intelligence workflows integrating text, image, video, metadata, geospatial, and behavioral signals into actionable operational insights
  • Partner closely with Product, Engineering, Data Science, Customer Success, and mission stakeholders to operationalize new capabilities and improve workflows
  • Lead operational troubleshooting, pipeline hardening, workflow optimization, and issue resolution efforts
  • Identify emerging collection opportunities, platform shifts, operational risks, and regional digital ecosystem changes
  • Contribute to operational standards, workflow documentation, and best practices for intelligence pipeline engineering
  • Mentor junior team members supporting operational intelligence workflows
  • Uphold classification, security, legal, and ethical standards for government-facing operational environments


Required Qualifications
  • Active TS/SCI clearance preferred or ability to obtain and maintain one
  • 8+ years of experience supporting DoD, Intelligence Community, defense contractor, or related operational intelligence environments
  • Experience designing, operating, or optimizing intelligence collection workflows, operational monitoring pipelines, or AI-assisted analytical systems
  • Strong understanding of OSINT methodologies, operational collection strategies, and intelligence tradecraft
  • Advanced experience building and refining Boolean logic, heuristic filtering, operational tagging systems, or enrichment workflows
  • Familiarity with AI/ML concepts including NLP, clustering, anomaly detection, entity extraction, computer vision, or multimodal analysis
  • Ability to independently manage competing operational priorities in dynamic mission environments
  • Strong communication and cross-functional collaboration skills


Preferred Qualifications
  • Experience with Python, SQL, APIs, workflow orchestration, or scripting for operational automation and pipeline management
  • Experience supporting real-time operational monitoring and mission-critical alerting systems
  • Familiarity with AI-assisted analytical workflows, prompt engineering, or operational LLM integration
  • Experience collaborating with engineering or product teams to operationalize new capabilities
  • Experience mentoring analysts or engineers in operational intelligence environments
  • Familiarity with foreign social media ecosystems and globally distributed information environments relevant to defense missions


Locations San Francisco, DC, NY Remote status Fully Remote Yearly salary $90,000 - $120,000 Employment type Full-time

Similar Jobs

More Jobs at Zignal Labs

More Technical Services Jobs

Find similar Intelligence Pipeline Analyst jobs: