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DeepSeas

AI Engineer

DeepSeas

Engineer AI agents for real-world cybersecurity challenges. Design and productionize systems for threat detection and log analysis at Deep Seas.

Posted 6/22/2026full-timeRemote • California • 🇺🇸 United StatesMid-LevelSeniorWebsite

Tech Stack

Tools & technologies
Cyber SecurityPythonSplunk

About the role

Key responsibilities & impact
  • Design, develop, and productionize advanced agentic systems that:
  • Handle large volumes of security event data
  • Operate with resilience in noisy, real-world environments
  • Continuously evolve as new attack patterns and tools emerge
  • Improve and harden existing agentic systems
  • Work with LLMs in production environments, not just prototypes
  • Engineer robust context pipelines for large-scale data ingestion and reasoning
  • Optimize systems for performance, reliability, and failure handling
  • Evaluate and integrate new agent frameworks, tools, and approaches
  • Rapidly hypothesize -> build -> test -> validate -> iterate

Requirements

What you’ll need
  • Strong Python (or equivalent modern language) engineering skills.
  • Deep understanding of language performance and internals (eg. GIL, concurrency tradeoffs, memory constraints).
  • Proven experience building production-grade AI agents. Not just demos. Systems that run, recover, and scale.
  • Thorough understanding of LLMs and agentic systems. You understand how they actually work under the hood.
  • Strong context engineering skills. Able to curate, compress, and structure large datasets for effective LLM use.
  • Experience evaluating, testing, and monitoring agents and LLM interactions using the latest techniques or frameworks.
  • Experience handling large-scale high-volume data workflows.
  • Portfolio of shipped work (GitHub, case studies, or equivalent).
  • Bachelor of Computer Science/Engineering or above.
  • Nice-to-have
  • Experience with cybersecurity tools (CrowdStrike, Splunk, Mandiant, etc.)
  • Familiarity with multiple agent frameworks (Claude Agent SDK, LangGraph, AutoGen, custom systems, etc.)
  • Experience evaluating tradeoffs between frameworks vs. custom orchestration.

Benefits

Comp & perks
  • At Deep Seas, we like to say that heart rates go down, careers take off, and security programs mature.
  • Our values provide the ultimate guide for our daily behavior and decisions.
  • Without these values, we aren’t Deep Seas.
  • They preserve the essence of our organization, reflect the personalities of our Deeps (how we affectionately refer to our teammates), and enable us to exceed expectations.
  • We are client obsessed.
  • We stand in solidarity with our teammates.
  • We prioritize personal health and well-being.
  • We believe in the power of diversity.
  • We solve hard problems at the speed of cyber.

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools
PythonAI agentscontext engineeringlarge-scale data workflowslanguage performancememory constraintsconcurrency tradeoffsdata ingestionperformance optimizationfailure handling
Soft Skills
problem-solvingcritical thinkingadaptabilitycollaborationcommunication
Certifications
Bachelor of Computer ScienceBachelor of Computer Engineering