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Senior Software Engineer - Agentic AI Tools

July 31, 2026

<div>We are seeking an innovative and highly skilled Software Engineer III specializing in agentic AI tool building to lead the development and deployment of AI agents, tools, and models. This role primarily focuses on creating autonomous AI agents that support threat research by integrating external sources such as CVE databases, vulnerability feeds, threat intelligence APIs, scraped articles, and trending topics, along with internal sources such as F5 product deployment data and telemetry. These agents will accelerate research across AI security, application security, bots, post-quantum cryptography, and other emerging cybersecurity areas. In addition, this role will build AI-driven technical marketing tools and broader AI-powered security tools that translate security and non-security insights into demos, dashboards, technical content, and customer-facing assets. You will work closely with product management, architects, technical marketing engineering, software engineering, and threat research experts to create AI-driven tools that support both deep technical research and practical security storytelling. Key Responsibilities: Agentic AI Tool and Model Development: <ul><li>Build and implement AI agents that autonomously scrape, ingest, correlate, and analyze data from external and internal sources to support threat research and broader security use cases.</li><li>Build agents using Python, TypeScript, and where relevant Go, along with LangChain, LangGraph, CrewAI, LlamaIndex, APIs, web scraping libraries, and ML frameworks for predictive analytics and research workflows.</li><li>Enhance F5 platform and portfolio integration, including AI Security, BIG-IP, NGINX, and Distributed Cloud, with AI agents and supporting tools for scalable research, security analysis, and technical marketing engineering assets.</li></ul> Threat Research, Security Intelligence, and Technical Marketing Enablement: <ul><li>Engineer AI-driven agents to detect, analyze, and assess emerging threats across AI security, app security, bots, PQC, and related trends.</li><li>Turn research findings into usable outputs for internal teams and customer-facing security narratives.</li><li>Partner with technical marketing engineering teams to improve the quality, scale, and effectiveness of demos, technical articles, webinars, presentations, automation, and use case validation.</li></ul> Security Tools, Automation, Testing, and Insights: <ul><li>Develop AI-powered security and non-security tools, dashboards, and web experiences for technical marketing, demos, presentations, testing, and research.</li><li>Build pipelines for AI workload optimization, observability, testing, and automation across research and technical marketing engineering use cases.</li><li>Support validation and testing of security tools, demo environments, and customer use cases to improve repeatability and technical depth.</li></ul> Collaborative Innovation: <ul><li>Develop AI agents and tools independently or in close collaboration with product management, architects, technical marketing engineering, software engineering, and threat research teams.</li><li>Adapt tools and workflows to evolving business priorities, including broader security and non-security opportunities.</li></ul> Deliverables: <ul><li>Innovative threat research reports, deep technical articles, and threat intelligence newsletters.</li><li>AI-powered security tools, interactive dashboards, test tools, and web-based tools for research, demos, and technical marketing engineering.</li><li>Enhanced technical marketing engineering deliverables such as demos, technical articles, presentations, webinars, automation, use case testing, validation outcomes, and reusable tools.</li><li>Presentations, infographics, and customer-facing technical content for F5 and industry conferences.</li><li>Reusable AI-driven assets that improve the efficiency, quality, and impact of both threat intelligence and broader security marketing efforts.</li></ul> Qualifications: <ul><li>8+ years of experience in AI/ML engineering, including recent hands-on work building and deploying agentic AI systems for research, automation, and intelligence generation.</li><li>Strong expertise in Python and in designing and orchestrating autonomous and multi-step AI agents for research and security workflows.</li><li>Hands-on experience with LangChain, LangGraph, CrewAI, and LlamaIndex.</li><li>Working knowledge of OpenAI, Anthropic, Gemini, and NVIDIA model ecosystems.</li><li>Experience with RAG architectures, prompt engineering, tool calling, embeddings, vector databases, and workflow design for reliable AI agents.</li><li>Experience with MLflow, Kubeflow, BentoML, and related MLOps and AI deployment tools.</li><li>Strong expertise in data ingestion using APIs, web scraping, BeautifulSoup, and Scrapy, including pipelines for CVEs, vulnerability databases, threat feeds, blogs, and other external/internal data sources.</li><li>Familiarity with F5 products such as AI Security, BIG-IP, NGINX App Protect, and Distributed Cloud API Security, or equivalent platforms, is nice to have.</li><li>Foundational understanding of cybersecurity concepts and frameworks such as MITRE ATT&CK and OWASP.</li><li>Proven success delivering AI-driven research tools, security and non-security tools, scalable automation, and technical outputs that improve technical marketing engineering assets such as demos, articles, testing workflows, webinars, presentations, and reusable validation tools.</li><li>Strong cross-functional collaboration skills across engineering, product management, technical marketing engineering, research, and data science teams.</li></ul> Join F5 transformative journey in agentic AI to build the next generation of security and threat intelligence tools. Work with cutting-edge technologies to create agents and AI-powered experiences that support deep research, technical marketing, and customer engagement. Collaborate closely across teams to shape impactful tools that strengthen F5 leadership in modern security. #LI-KT1 #Hybrid The Job Description is intended to be a general representation of the responsibilities and requirements of the job. However, the description may not be all-inclusive, and responsibilities and requirements are subject to change. The annual base pay for this position is: $166,100.00 - $249,100.00 F5 maintains broad salary ranges for its roles in order to account for variations in knowledge, skills, experience, geographic locations, and market conditions, as well as to reflect F5's differing products, industries, and lines of business. The pay range referenced is as of the time of the job posting and is subject to change. You may also be offered incentive compensation, bonus, restricted stock units, and benefits. More details about F5's benefits can be found at the following link: F5 reserves the right to change or terminate any benefit plan without notice. Please note that F5 only contacts candidates through F5 email address (ending with [redacted].com) or auto email notification from Workday (ending with f5.com or</div>

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Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...