Jobs
Required Skills
NLP
Deep Learning
Python
PyTorch
Hugging Face
LLMs
Experiment design
Model analysis
Welcome to the future of cloud networking and security!
Cato Networks is the first company to converge enterprise networking and security into one centralized and global service that is delivered by cloud. It is led by networking and security pioneer Shlomo Kramer (Check Point, Imperva) and early investor (Palo Alto Networks, Exabeem, Trusteer and more). Cato’s unique technology inspired a brand-new product category, later named “SASE” by Gartner and a market expected to reach $28.5 billion by 2028.
This is your opportunity to get on the rocket ship and join a company that is building a cutting-edge enterprise network and secure cloud platform, and is on a fast track to becoming the worldwide market leader – don’t miss it!
As part of this exciting journey, Cato recently joined forces with Aim Security — a fast-growing innovator redefining how organizations secure and build with AI.Backed by Cato’s global reach and powered by Aim’s startup energy, we’re building the future of AI Security together.
We are on a mission to enable enterprises to adopt AI safely and securely. Our approach combines advanced AI research with practical implementation to offer seamless integration and protection for our clients' AI based tools and infrastructure.
We are looking for a Senior Data Scientist / Applied AI Researcher with deep expertise in NLP and LLM-based systems, and the ability to operate across the full lifecycle, from problem formulation and research design to production deployment and real-world iteration.
You won’t be working on isolated experiments. You’ll be part of a multidisciplinary team that owns the system end-to-end and is responsible for how it behaves under real production traffic.
This role requires strong scientific discipline and the maturity to balance innovation with practical constraints.
What you’ll do
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End-to-End Ownership: Lead AI security solutions from problem formulation and research design through model development, evaluation, and production deployment. Ensure solutions are measurable, reliable, and effective under real-world traffic.
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Drive Technical Direction: Take responsibility for ambiguous AI security problems, propose thoughtful approaches, and drive structured experimentation and deep model analysis.
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Build for Scale: Design systems that are not only accurate, but scalable, efficient, and robust.
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Staying Updated: Continuously explore advances in NLP and LLM-based systems, and critically assess what is worth integrating into a production environment.
What you bring
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5+ years of hands-on experience applying NLP/DL algorithms, techniques to real-world problems, with strong intuition for textual data and model behavior.
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Experience working with LLMs, with a strong grasp of practical best practices and the judgment to apply them throughout the R&D lifecycle when building task-specific models.
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Strong proficiency in Python and modern DL frameworks (Py Torch, Hugging Face, etc.).
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Experience designing experiments, defining metrics, and analyzing model failures.
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A strong drive to solve complex AI security challenges, with both curiosity and pragmatism.
Why join us
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Be part of a lean, elite team where your work doesn’t just sit in a backlog — you’ll ship real value, frequently, and see the impact.
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Bridge the best of startup energy with the scale and reach of Cato Networks: you’ll build for enterprise-grade reliability and commercial scale, and also retain the innovation spirit of a startup.
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About Cato Networks

Cato Networks
Series DCato Networks Ltd. is a Tel Aviv, Israel-based network security company that develops Secure Access Service Edge (SASE) technology, which combines enterprise communication and security capabilities into a single cloud-based platform. The company was founded in 2015.
501-1,000
Employees
Tel Aviv
Headquarters
$2.5B
Valuation
Reviews
4.0
17 reviews
Work Life Balance
3.7
Compensation
4.2
Culture
4.2
Career
4.1
Management
3.8
82%
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Pros
Strong engineering culture with focus on code quality
Competitive compensation packages with equity
Opportunities for continuous learning and growth
Cons
Fast-paced environment with tight deadlines
Work-life balance can be challenging during product launches
Organizational changes and restructuring can be disruptive
Salary Ranges
2 data points
Junior/L3
Junior/L3 · Business Analyst
0 reports
$124,375
total / year
Base
-
Stock
-
Bonus
-
$105,719
$143,031
Interview Experience
64 interviews
Difficulty
3.4
/ 5
Duration
14-28 weeks
Offer Rate
31%
Experience
Positive 68%
Neutral 22%
Negative 10%
Interview Process
1
Phone Screen
2
Technical Interview
3
System Design
4
Behavioral
5
Team Fit
Common Questions
Tell me about a challenging project
System design question
Coding problem
Why this company
News & Buzz
Cato Networks CEO Says We Are in an AI Bubble - Business Insider
Source: Business Insider
News
·
9w ago
Cato Networks co-founder shuts down stealth cyber startup Cortanix after raising $21M - CTech
Source: CTech
News
·
18w ago
Cato Networks acquires AI security firm, raises more money - telecomtv.com
Source: telecomtv.com
News
·
26w ago
Cato Networks acquires AI security startup Aim Security - Network World
Source: Network World
News
·
26w ago




