Level

Cato Networks

Agentic AI Engineer - Product Support

Cato Networks is hiring an Agentic AI Engineer - Product Support in Tel Aviv, Israel. Level rates it ; you can apply on Cato Networks.

Level's read on this job

  • Builds AI ●●●● is how Level rates this AI engineer role: the job is building AI systems.
  • The posting mentions LangChain, LangGraph and CrewAI among its tools and skills.
  • Level classes it as a mid-level role.
  • Cato Networks has 108 other open roles on Level.

AI in this role

langchainlanggraphcrewain8n
prompt-engineeringragai-agentsml-opsai-automation

Cato Networks is the converged network and security cloud for the AI era. 

As AI reshapes cybersecurity, enterprises face a dual challenge: unlocking AI’s potential while defending against AI-driven attacks. Cato addresses both through a unified, cloud-native platform, providing the visibility and context to prioritize risks and stop threats in real time across users, applications, data, and AI agents. 

Join us as we scale: take on ambitious technological challenges and shape the next generation of enterprise security at a company trusted by thousands of organizations worldwide. 

We're looking for a hands-on Agentic AI Engineer to build practical, high-impact AI solutions for our Product Support organization.

This is not a research role. You'll design and ship real AI systems that improve support workflows and processes - building custom solutions where off-the-shelf tools fall short. The role also requires close collaboration across teams: aligning with different stakeholders' needs and priorities, and building strong, ongoing partnerships across the organization.

Responsibilities:

  • Partner directly with business teams to identify automation and optimization opportunities
  • Design and implement agent-based AI workflows to automate internal processes end-to-end
  • Design and build LLM-powered tools (agents, workflows, copilots) using frameworks like LangGraph / LangChain
  • Develop RAG pipelines, integrate multiple data sources, and build intelligent automation flows
  • Deep-dive into company data - validate quality, uncover gaps, and ensure AI solutions are built on solid foundations
  • Take solutions from idea → prototype → production
  • Governance, Reliability & Security
  • Ensure AI workflows comply with security, privacy, and compliance requirements
  • Implement guardrails, approvals, logging, and human-in-the-loop mechanisms where needed
  • Monitor AI performance, errors, hallucinations, and drift
  • Collaboration & Enablement:
  • Partner with business owners to identify automation opportunities
  • Translate business requirements into AI-driven solutions
  • Document AI flows, decision logic, and operational runbooks
  • Educate internal teams on AI capabilities and limitations

Requirements:

  • 3 years of hands-on software development experience, including writing, maintaining, and delivering production-quality code
  • 2+ years of GenAI development experience, with strong AI/ML focus - MUST
  • Strong Python skills and production mindset - MUST
  • Hands-on and deep understanding with LLMs, SLMs, prompt engineering, context engineering and agent-based systems
  • Experience with LangGraph, crewAI, Strands or similar orchestration frameworks
  • Experience in enterprise grade agentic solutions and bringing Agents into production
  • Experience in AWS Agent Core - Advantage
  • Solid understanding of ML workflows and MLOps principles
  • Strong analytical skills and ability to work directly with non-technical stakeholders
  • Builder mindset: proactive, independent, and impact-driven
  • Experience with Agentic AI driven applications like n8n, UiPath, Make –Advantage
  • Experience or familiarity with the Support domain – Advantage
 




How we rate this

Agentic AI Engineer - Product Support at Cato Networks rates 94 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.

Classification

Builds AI. The job is building AI systems.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

Prompt engineeringRAGAI agentsML OpsAI AutomationLangChainLangGraphCrewAI

Also common in AI engineer jobs at this level

Pay

Typical AI engineer job
$185k

This posting doesn't list pay. Use the typical AI engineer figure when pay comes up. See AI engineer jobs

Questions you could be asked

  1. How do you structure and test a prompt to get consistent output from a language model?
  2. How would you design a retrieval step so the model answers from real data instead of guessing?
  3. How do you decide when an AI agent can act on its own versus asking for approval first?
  4. How do you monitor a model once it's live, and how do you know it needs retraining?
  5. Tell me about a workflow you automated with AI tools, end to end.

Adapt your resume

  • List these exact terms on your resume: Prompt engineering, RAG, AI agents, ML Ops, and AI Automation. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Lead with what you built, trained or shipped. This role is judged on the AI system itself, not the tools around it.

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