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Location: Merkaz
Job Type: Full Time
Our data & AI Division is looking for data Engineer to join our team! We are looking for a data & AI Engineer to join our growing team and help design, build, and deliver modern data & AI solutions for enterprise customers. Full-time | Central Israel?Key Responsibilities

* Design, build, and maintain scalable data Pipelines and data Platforms
* Develop ETL /ELT processes and cloud-based data solutions
* Work with structured and unstructured data from multiple sources
* Build AI-powered solutions including AI Agents, RAG pipelines, and LLM-based applications
* Integrate AI and data solutions with enterprise systems using APIs and cloud services
* Develop data models, data warehouses, and lakehouse architectures
* Collaborate with data Scientists, BI teams, and business stakeholders
* Monitor, optimize, and troubleshoot production environments
Requirements:
* 3+ years of experience as a data Engineer, data Developer, or similar role
*  Strong hands-on experience with Python and SQL
*  Experience building ETL /ELT pipelines and data integration processes
*  Experience with Azure, AWS, or GCP
*  Experience with Airflow, data Factory, Glue, dbt, or similar tools
* Experience working with APIs, Docker, and cloud-native services
* Hands-on experience with AI technologies such as LLMs, AI Agents, RAG, and Generative AI solutions
*  Experience with OpenAI, Azure OpenAI, Claude, Bedrock, Vertex AI, or similar platforms
*  Experience with Databricks, Spark, PySpark, Snowflake, or BigQuery - Advantage
* Strong problem-solving skills and ability to deliver end-to-end solutions
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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Location: Tel Aviv-Yafo
Job Type: Full Time
This is a role for someone who wants to help build the org of the future, where agents and people work side by side. A strong software engineer who wants to own complete solutions rather than one piece of a larger system. Youll be expected to figure out how to solve the problem and make it work.

What Youll Do
Take a problem from fuzzy to shipped - work from a rough definition and a priority, and figure out the rest.
Architect, build, and ship AI agents, applications, and intelligent workflows end-to-end. Integrate AI solutions with company data, APIs, and internal systems.
Rapidly prototype and experiment with new AI technologies, turning successful concepts into reliable production solutions.
Embed with internal users - sit with the team, watch how they work, map the process, build what fixes the highest-leverage part.
Own the build end-to-end - architecture, implementation, evals, logging, deployment.
Debug the non-deterministic - when a system fails on edge cases, you build the evals and guardrails to catch it rather than reading logs by hand.
Stay honest about what AI can and cant do - scope realistically, ship reliably, dont overpromise.
Requirements:
Who You Are
First and foremost, youre a software engineer who loves building.
3+ years as a software engineer. Youve shipped products that people used.
You code AI-native - Claude Code, Cursor, Codex, whatever youve landed on - and you can read what the model writes and tell whether its good. Python and Node are your regulars.
An all-around full-stack builder, not a coder. You have a product mindset, can hold a complex platform architecture in your head, and you can also walk into a department, talk to users, and ship a solution without a detailed ticket telling you what to build.
Hands-on experience designing, building, and evaluating production-grade LLM and agentic AI systems, including tool calling, RAG, MCP, workflow orchestration, and evaluation frameworks.
You have great intuition and pragmatism, knowing when to build, integrate, automate, or leverage existing tools. Curiosity and a strong bias toward experimentation and shipping.
Strong understanding of APIs, databases, integrations, and cloud environments. You can scope a system without hand-waving.
English at a professional level.

Advantage
Youve founded a company or built something solo that real people used.
Experience with workflow automation and integration platforms (e.g., n8n, Workato, or similar).
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
Location: Tel Aviv-Yafo
Job Type: Full Time
This role sits at the intersection of AI and high-performance systems engineering, focused on solving real-world problems under strict constraints. You will work on systems where performance and reliability are critical and where improvements have a direct, measurable impact on real-world safety.

This is a senior, systems-focused role with end-to-end ownership over performance and reliability of production computer vision pipelines. You will define optimization strategies, identify bottlenecks across the system, and drive improvements under real-world constraints.

What youll do
Build and optimize real-time computer vision pipelines running on edge systems processing live maritime video streams (e.g, NVIDIA Jetson, Triton Inference Server).
Take models from research and turn them into production-ready, reliable components deployed on vessels.
Profile and improve end-to-end system performance across: multi-camera video ingestion; preprocessing; inference; postprocessing.
Identify and resolve bottlenecks across CPU, GPU, memory, and pipeline coordination.
Make and justify tradeoffs between latency, accuracy, stability, and resource utilization.
Design and implement robust data and inference pipelines (video -> model -> actionable output for crew).
Develop benchmarking and evaluation workflows to measure performance end-to-end and support release gating.
Build and improve observability tools, including logging, monitoring, and debugging workflows for production systems.
Define and maintain clear interfaces between research code and production systems.
Work closely with research and backend teams to integrate new models into production systems.
Continuously improve system efficiency and reliability under hardware and runtime constraints.
Requirements:
Requirements
5+ years of software engineering experience, with a strong focus on systems and performance.
Hands-on experience working with computer vision or deep learning systems in production.
Strong programming skills in Python and/or C++.
Experience working with edge or embedded systems (e.g., NVIDIA Jetson platforms).
Strong understanding of system bottlenecks, including CPU, GPU, memory, and latency constraints.
Strong intuition for profiling-driven optimization and performance tuning.
Experience debugging complex systems and reasoning about behavior in real-world, noisy environments.

Strong advantage
Experience working with edge or embedded systems.
Experience working with custom high-performance data or inference pipelines.
Familiarity with multi-sensor fusion (e.g., combining vision with radar or other signals).
Experience deploying and maintaining ML models in production environments.
Experience with low-level optimization and/or C++ performance tuning.
Proven experience optimizing model inference (e.g., TensorRT, ONNX Runtime, quantization, pruning, or similar techniques).
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
Location: Tel Aviv-Yafo
Job Type: Full Time
We are seeking a visionary who reports to the CEO, to serve as the focal point of our internal AI strategy and lay the groundwork for an AI-enabled future across our organization. In this newly created role, you will act as the primary change agent bridging business strategy, technology infrastructure, and human capital. Your mission is to transition the company into a structured, secure, and value-driven operation - driving targeted AI adoption specifically where it yields the highest impact to boost efficiency, achieve core business goals, and foster long-term growth.
Responsibilities
Authoring, shaping, and continuously updating the company's AI Transformation Strategy for internal operations, engineering enablement, knowledge management, and workforce productivity, aligned with business goals and operational excellence.
Process Optimization & Internal Efficiency: Mapping existing workflows across various departments (Marketing, Sales, HR, Delivery, R&D, Product, etc.) to identify bottlenecks.
Deploying recurring autonomous workflows (e.g., automated reporting, monitoring) using AI agents to streamline day-to-day operational work.
Architect and manage a centralized, machine-readable repository of enterprise knowledge- leveraging AI to continuously ingest, structure, and update company data to ensure it is instantly accessible and optimized for AI context engines, RAG (Retrieval-Augmented Generation) pipelines, and employee query systems.
Democratizing Development via AI-Assisted Development: Enabling business units to leverage AI-assisted development methodologies and platforms to build custom operational workflows.
Agents Platform: Building a company-wide layer for creating, managing, and sharing AI agents that integrate directly with internal enterprise systems to support operational execution.
Governance, Security, AI Cost Management (AI FinOps)& Economics:
Measuring adoption, usage, and the true cost of AI tools and workflows across all platforms to understand their impact and optimize organizational investment.
Establishing control mechanisms for "AI cost management" and AI FinOps - making techno-economic decisions (e.g., choosing between heavy models vs. specialized open-source models).
Specialized open-source models) to optimize compute costs.
Creating a balanced AI Acceptable Use Policy with the CISO and Legal that protects organizational data while acting as a secure foundation for rapid innovation.
דרישות:
Strategic Visionary: Experience in defining and executing a technological or operational strategy, with a proven ability to translate AI trends into a structured corporate roadmap.
Deep Technological Understanding of GenAI & Autonomous Systems:
Always up-to-date with the most recent AI technologies and capabilities, with a strong grasp of software architecture, Data engineering, and modern AI paradigms (LLMs, RAG, API integrations).
Deep understanding of how autonomous agents and AI reshape modern job functions, with the ability to set new standards for workforce assessment and collaboration between humans and machines.
Hybrid Tech & Business Background:
Significant experience in technological leadership, Internal Product Management, Platform Engineering, or digital transformation.
Experience overseeing the lifecycle of internal applications is an advantage, particularly with exposure to AI-assisted development platforms and modern AI generation tools from ideation to deployment.
Entrepreneurial Spirit & Matrix Leadership:
An "Enabler" by nature - someone who builds secure foundations for teams to innovate rapidly.
Exceptional communication skills - the ability to articulate complex concepts to R&D teams, Legal, and C-Level executives.
The ability to step into a "blank canvas" environment, establish methodologies, prove immediate business value, and subsequently build a team and budget around that success.
Proven ability to orchestrate company-wide transformatio המשרה מיועדת לנשים ולגברים כאחד.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
Location: Hod Hasharon and Haifa
Job Type: Full Time
Required Compilation Technology Expert
Job Description
We are forming a new team to explore AI Compilation Boundaries
This team will operate under a unique manner, as described below -
The environment
- Startup-like intensity
Small team
High ownership
High visibility
Merit is the essence, not titles
- Fast pace
Todays state of the art is tomorrows baseline
We aim to go beyond
- Incubator mindset
Take on hard challenges, dismantle, and regroup as novelty
- Elite technical culture
Strong experts
Strong standards
Strong execution.
Ratio beats seniority, not the other way around
- No artificial boundaries
We challenge assumptions, and question constraints, and leave no quarter
- Direct exposure to the latest and greatest AI technology
Real hardware
Real toolchains
Real large-scale AI applications
All pass through and impacted by our work
- First-principles thinking
out-of-the-box is a compromise
Do not accept that a box had to exist in the first place.
Requirements:
In light of the above, were looking for
- Strong hands-on engineers and researchers with deep technical substance,
and proven proficiency in at least 2 of the following:
MLIR
LLVM
Triton
- Equipped with Curiosity, sense of Ownership, and a relentless dissatisfaction with the current state of AI compilation
- Bonus - familiarity with the PyTorch ecosystem
BSc. in Computer Science, Computer Engineering, Mathematics, or any relevant scientific field (advanced degrees are an advantage).
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
05/10/2026
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
This role reports to the AI Team Lead and is based in Tel Aviv (hybrid model).

You'll own our AI reference architecture end to end - the patterns, standards, and platform capabilities that every AI initiative across engineering builds on. You'll lead architecture reviews, set the technology roadmap, and make the call on what we adopt, pilot, or retire.

Be part of our AI architecture design and ensure every AI initiative aligns with it.
Define reusable patterns for AI services, agents, retrieval systems, evaluation pipelines, and infrastructure.
Evaluate emerging technologies, vendors, and foundation models, and maintain a forward-looking roadmap.
Partner with Product leadership during early discovery on AI-intensive initiatives.
Requirements:
You're a fit if
You have 5+ years of ML/AI architecture experience in a SaaS company.
You bring both the technical depth and the leadership range this role demands.
You've built agentic systems with tool use, planning, and multi-step reasoning in production, not just in a notebook.
You've set up AI governance and evaluation harnesses from scratch.
You have proven, hands-on experience with AI in production systems.
You can take a project from concept to shipped and interface with stakeholders the whole way.
You hold a relevant degree; an advanced degree in CS, ML, Statistics, or a related field is a plus.
You're comfortable in front of customers and executives, translating technical tradeoffs into business terms.


You're probably not a fit if
You want to execute against someone else's architecture, not design your own.
You'd rather avoid customer or stakeholder conversations than lead them.
You think about the technology and skip the business context it lives in.
You need long runway before shipping - this role moves fast and mixes design with execution.
You want a playbook handed to you rather than writing the first one.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
05/10/2026
מיקום המשרה: מגדל העמק
סוג משרה: משרה מלאה
התפקיד דורש hands on של פיתוח והטמעת פתרונות AI ואוטומציה בארגון, בכפיפות למנהל המחשוב ובהתאם לתכנית העבודה של התחום: איתור הזדמנויות ברצפת הייצור וביחידות העסקיות יחד עם המשתמשים, אפיון ובנייה של פתרונות עד ייצור, תפעול שוטף של פלטפורמות ה- AI הארגוניות והחיבורים שלהן למערכות הארגון.
תחומי אחריות: * יוזמה ופיתוח מהיר- זיהוי צרכים בשטח ובנייה עצמאית, בזמן אמת של אפליקציות וכלים טכנולוגיים פנימיים, מאב טיפוס עובד ועד כלי לייצור, ללא תלות בספקי פיתוח חיצוניים. * ביצוע תכנית העבודה- הובלת היוזמות שהוקצו בתכנית ה- AI השנתית, לפי תעדוף מנהל המחשוב מאפיון ועד מסירה למשתמשים- כולל הערכת זמנים, דיווח סטטוס ועדכון על חסמים. * KPI ומדידה- הגדרה יחד עם מנהל המחשוב של מדדי ההצלחה לכל יוזמה (חיסכון בשקלים ובשעות עבודה, זמן תהליך, איכות), בניית דשבורדים למעקב, איסוף הנתונים ודיווח תקופתי על תוצאות מול יעד. * תפעול פלטפורמות AI ארגוניות- ניהול שוטף של Copilot, Gemini, GPT, Claude Enterprise- משתמשים, הרשאות, SSO, ניטור שימוש ועלויות, תמיכה במשתמשים וטיפול בתקלות. * חיבור למערכות הארגון- הקמה, תחזוקה וניטור של שרתי MCP (לרבות MCP של BOW), קונקטורים, פלאגינים ואינטגרציות API מול SAP ומערכות ייצור. * אוטומציה- אפיון ופיתוח אוטומציות לתהליכים ידניים חוזרים- Power Automate, סקריפטים, עיבוד נתונים מ- SAP ומ- Excel. * כלים פנימיים- פיתוח כלים מבוססי LLM- ניתוח קבצי Excel, דשבורדים, פלטפורמות הדרכה, עוזרים ייעודיים למחלקות, כולל תיעוד טכני ותחזוקה שוטפת. * מודלים בהרצה עצמית- השתתפות בהערכה, בהקמה ובתפעול של מודלים פתוחים on premise לצד מודלים בענן, בדיקות ביצועים, תשתית וניטור. * כלי פיתוח מבוססי AI- התאמה והטמעה של כלים כמו Claude Code בסביבה ארגונית מאובטחת, כולל התאמה לפרוקסי ולבקרות אבטחה. * מדיניות וממשל- יישום מדיניות השימוש ב- AI וסיווג המידע שנקבעו בארגון בכל לכי וינטגרציה שנבנים. * הדרכה והטמעה- הדרכות שימוש בכלי AI לעובדים ולמנהלים- הדרכות, ליווי משתמשים מובילים במחלקות.
דרישות:
* ניסיון מעשי בהטמעה ובתפעול של פלטפורמות AI ארגוניות ( Copilot, Gemini, GPT, Claude Enterprise): משתמשים, הרשאות, SSO, ניטור שימוש ועלויות. * ידע מעשי ב- MCP: הקמה וחיבור של שרתי MCP, קונקטורים ופלאגינים לפלטפורמות AI ועבודה מול ה- API של ספקי המודלים. * ניסיון בפיתוח והבאה לייצור של כלים מבוססי LLM: פלטים מובנים (JSON), הנדסת פרומפטים, RAG, סוכנים. * יכולת ליזום ולבנות כלים ואפליקציות בזמן אמת: ידע בקוד (JavaScript/ Python) והבנה טובה של תשתית, מרעיון לכלי עובד בתוך ימים. * ניסיון בבניית אוטומציות: Power Automate, אינטגרציות API, עיבוד נתונים ממערכות ארגוניות. * היכרות עם SAP כמערכת ה- ERP הארגונית. * תשתיות: Docker, Linux, Windowes Server (IIS), NGINX, PostgreSQL, Cloudflare, GitHub Actions. * ניסיון בהדרכת עובדים ומנהלים על כלי AI ובבניית חומרי הדרכה. * ניסיון במדידת תוצאות של יוזמות טכנולוגיות: כימות חיסכון, בניית דשבורדי מעקב ודיווח על תוצאות מול יעד. * הבנה באבטחת מידע ובממשל נתונים בסביבה עם מידע רגיש. * יכולת לתרגם צורך עסקי לפתרון טכני, לעבוד ישירות מול משתמשים במחלקות ולכמת את החיסכון. * עברית ואנגלית ברמה גבוהה המשרה מיועדת לנשים ולגברים כאחד.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
04/10/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
we are looking for a AI Transformation Engineer.
You'll join the AI Platform team, the group building the AI infrastructure, agentic workflows, and tooling that power R&D organization. Our mandate is to make the entire software development lifecycle faster and smarter with AI, and we're a small, hands-on team that ships real systems, not pilots
This isn't a role where work arrives as tickets, and it isn't a prompt-engineering role. You'll own a set of KPIs the team is driving, and it's on you to turn a fuzzy goal into something measurable: figure out what actually needs to be built, define how you'll know it's working, and build it. That means talking to engineers, understanding where the SDLC breaks down, and turning that into agentic workflows and platform capability that ship and hold up over time.
Requirements:
6-8+ years of hands-on experience in senior software engineering positions.
Hands-on experience building and shipping agentic workflows or LLM-powered systems in production, not just prototypes.
Real experience working across agent harnesses (e.g., Claude Code and similar), and hands-on understanding of agent context: how it's built, scaffolded, and kept effective at scale.
Practical understanding of the actual building blocks: LLMs, RAG, tool use, evaluations, and human-in-the-loop patterns, not just theoretical familiarity.
Strong software engineering fundamentals: you can design, build, and operate a system end to end.
A demonstrated ability to work without a pre-defined spec: given a goal or a KPI, you can find the problem, scope the solution, and build it.
Product judgment: you can separate what's worth building from what isn't, and you know how to tell whether it actually worked.
Strong discovery skills: you can sit with engineers, map how work actually happens today, and identify where automation genuinely helps versus where it doesn't.
Strong communication skills: you can translate between technical tradeoffs and the people who need to understand the impact.
Advantages
A cost-aware mindset: you treat tokens like a resource to be managed, not an afterthought.
Experience building on top of Kubernetes, containers, or CI/CD infrastructure in production.
Experience with MCP-based tooling, agent orchestration frameworks, or LLM gateways.
Familiarity with observability tooling (e.g., Datadog) for monitoring agent or platform health.
Background in a fast-paced, high-growth B2B SaaS environment.
Exposure to health tech, healthcare institutions, or behavioral health.
This position is open to all candidates.
 
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04/10/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
We are seeking an innovative AI Engineer to join our team in building the next generation of security protection and cyber attack detection for endpoints. In this role, you will leverage cutting-edge AI technologies and advanced agentic approaches to revolutionize how cyber threats are identified, analyzed, and mitigated. You will design, build, and optimize intelligent AI agents that analyze complex security data to deliver highly accurate, automated verdict decisions on malicious activities, ensuring endpoint resilience against sophisticated attacks.
Key Responsibilities
Agentic Framework Design: Design and implement intelligent, multi-agent AI systems capable of executing complex security analysis workflows and automated decision-making.
Context Optimization: Analyze diverse security datasets to determine the most effective context, telemetry data, and threat intelligence to feed into AI agents to maximize decision accuracy and minimize false positives.
Model Configuration & Integration: Evaluate, configure, and deploy a variety of state-of-the-art language models and AI architectures tailored for high-performance security use cases.
Data Analysis & Performance Evaluation: Perform deep data analysis on security events and model outputs to continuously refine agent logic, benchmark performance, and optimize AI-driven detection mechanisms.
Collaboration & Deployment: Partner with security research and engineering teams to integrate intelligent AI components into production systems seamlessly and securely.
Requirements:
AI & Agentic Systems: Proven experience building applications with modern AI architectures, advanced prompt engineering, and multi-agent orchestration frameworks.
Model Management: Hands-on experience configuring, optimizing, and deploying diverse machine learning and language models.
Data Processing & Analysis: Strong proficiency in Python and data analysis libraries to manipulate, clean, and extract insights from high-velocity data streams.
Security Awareness: Familiarity with cybersecurity concepts, threat detection principles, or common security data formats (such as system logs, event tracking, or endpoint telemetry).
Preferred Qualifications & Advantages
SLM & Local Deployment: Direct experience working with, optimizing, and deploying Small Language Models (SLMs) to run efficiently in local or resource-constrained environments.
Analytical Thinker: Exceptional problem-solving skills with the ability to diagnose complex system behaviors and iteratively improve AI model performance based on data.
Adaptability: Passion for staying at the absolute forefront of rapidly evolving AI technologies and applying them creatively to complex domains.
Experience: 3+ years of professional experience in data science, AI engineering, or related technical fields, with a proven track record of deploying AI-driven solutions.
Education: Bachelors degree in Computer Science, Data Science, Cybersecurity, or a related quantitative field (or equivalent practical experience) from a recognized and accredited university.
This position is open to all candidates.
 
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04/10/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for an R&D Solutions Engineer to join the Agentic AI team within our companys AI for Security organization. This is a customer-facing role embedded directly within R&D, with a dotted-line relationship to the broader Solutions Engineering organization. You will work closely with R&D, Product, Sales, and SE teams to bring new Agentic AI capabilities into the hands of customers early, learn from real-world usage, and help turn emerging capabilities into products and sales motions that can scale.
You will report directly to the Director of Agentic AI within the AI for Security organization.
This is not a traditional presales SE role. Your primary focus will be building and managing relationships with design partners and Early Access (EA) customers, driving them toward meaningful product usage, and creating a tight feedback loop between customers and the teams building the product. You will also play a key role in taking capabilities that initially require direct R&D involvement and making them repeatable for the broader our company SE organization.
Key Responsibilities
What You'll Do
Own Design Partners and Early Access Customers
Identify and recruit strong candidates for design partnerships and Early Access programs, working closely with Sales and SE teams.
Own the technical relationship with design partners and EA customers from initial engagement through deployment and ongoing usage.
Build and maintain a healthy portfolio of actively engaged design partners.
Understand customers environments, workflows, security requirements, and success criteria.
Help customers deploy, configure, integrate, and evaluate emerging Agentic AI capabilities.
Drive customers toward meaningful real-world usage rather than isolated demos or proofs of concept.
Track adoption, outcomes, blockers, and feedback across the design partner and EA portfolio.
Maintain ongoing relationships with customers to ensure early enthusiasm turns into sustained engagement and actionable product feedback.
Bring the Field into R&D
Develop a deep understanding of how customers use the product and where they encounter friction.
Translate customer conversations into concrete product requirements, technical insights, and prioritization signals for R&D and Product.
Identify recurring patterns across customers rather than treating every request as a one-off.
Work directly with engineers and product leaders to reproduce issues, validate assumptions, and test potential solutions.
Regularly synthesize customer feedback into clear recommendations for R&D and Product.
Help the R&D organization understand what is required for new capabilities to succeed in real production environments.
Make New Capabilities Sellable and Repeatable.
Requirements:
Prior experience at our company or another cybersecurity company that develops and sells enterprise firewall or firewall management products. This is a mandatory requirement.
Strong understanding of enterprise firewall and security-management environments, including how these products are evaluated, deployed, managed, and operated by customers.
Significant customer-facing experience in a technical role such as Solutions Engineering, Sales Engineering, Solutions Architecture, Technical Account Management, or a similar position.
Experience working directly with enterprise security teams and understanding their technical and operational requirements.
Ability to build credibility with both deeply technical practitioners and senior customer stakeholders.
Strong hands-on technical skills and the ability to understand, troubleshoot, and demonstrate complex software systems.
Experience leading customer evaluations, pilots, design partnerships, or Early Access programs.
Demonstrated ability to develop customer references, success stories, or case studies from successful technical engagements.
Ability to turn ambiguous customer feedback into concrete technical and product insights.
This position is open to all candidates.
 
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04/10/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
A Senior AI/ML Engineer role on our Data team, sitting at the intersection of AI engineering, data science, and data platform. You'll build agentic, LLM-based systems that turn vast amounts of unstructured information into high-quality structured signals - powering our products and surfacing legal risk - owning each solution across the full lifecycle, from exploration to production. You'll work closely with data engineers, data scientists, product managers, and legal experts to turn ambiguous problems into scalable AI capabilities. This is a hands-on role for someone with strong engineering judgment, deep data/ML expertise, and a focus on reliability beyond the prototype stage.

What You'll Do

Design, build, deploy, and operate production AI systems: agentic, LLM-based extraction workflows and batch/online inference pipelines and owning them from exploration through deployment, monitoring, and iteration.
Define quality metrics and build evaluation datasets, testing processes, and feedback loops for ML and LLM systems; monitor accuracy, latency, cost, and data quality, and investigate and fix failures.
Explore large, complex datasets to surface useful features and patterns, and translate findings into production-grade implementations.
Partner with data engineers on ingestion, transformation, orchestration, and storage to deliver dependable data products.
Use AI-assisted coding tools (e.g., Claude) effectively while maintaining strong technical judgment and ownership of your systems.
Help shape engineering standards for production AI: testing, observability, reproducibility, data lineage, versioning, and safe deployment.
Requirements:
6+ years in ML engineering, AI engineering, data science, or backend engineering for data-intensive systems, with hands-on experience taking systems to production (deployment, monitoring, evaluation, versioning, improvement).
Strong Python skills and data orientation - SQL, NoSQL, data pipelines, and both structured and unstructured data.
Solid data science foundation: feature engineering, statistical reasoning, experiment design, error analysis, and relevant metrics (precision, recall, accuracy, coverage).
Experience with LLM-based applications: structured extraction, tool calling, agentic workflows, prompt design, embeddings, retrieval, and model evaluation.
Understanding of production AI tradeoffs, quality, latency, scalability, reliability, cost and experience integrating AI into batch, orchestration, API, or event-driven workflows.
Ability to work independently in ambiguous environments, breaking problems down and driving them to production.
Strong communication skills across engineering, data science, product, and domain-expert teams.
Nice to Have

Document intelligence, information extraction, entity resolution, classification, ranking, or large-scale enrichment pipelines.
Experience building or operating agentic systems in production.
Natural Language Processing experience.
Familiarity with orchestration/ML tooling (Airflow, Dagster, Prefect, MLflow, or similar).
Experience with data warehouses, data lakes, vector databases, or modern data-processing frameworks.
Cloud-native experience: AWS, Docker, Kubernetes, IaC, CI/CD.
Experience with human-in-the-loop review or feedback-driven AI systems.
Familiarity with legal, financial, compliance, or other data-intensive domains where quality and explainability matter.
This position is open to all candidates.
 
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04/10/2026
Location: Merkaz
Job Type: Full Time
we are seeking for an Senior AI software engineer. This role requires As part of the role, you will be responsible for developing end-to-end AI/GenAI systems based on LLMs, building and maintaining robust data, model, and inference pipelines, including the design of scalable embedding systems and RAG architectures. The role also includes designing cloud-native architectures with auto-scaling capabilities, supporting both dedicated AI applications and shared internal development platforms. You will be responsible for seamlessly integrating corporate governance, compliance controls, and information security solutions into the AI ecosystem, while ensuring that all systems meet strict banking industry standards and requirements. Full-time position, Sunday-Thursday, based in Lod, Israel.
Requirements:
* 8+ years of experience in software development in a production environment - required.
* 5+ years of proven experience with Python and JavaScript /TypeScript - required.
* 3+ years of experience with AWS - required.
* Proven experience designing scalable microservices, event-driven architectures, and distributed backend systems - required.
* Experience with APIs and information security - required.
This position is open to all candidates.
 
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04/10/2026
Location: Herzliya
Job Type: Full Time and Hybrid work
we are looking for a Senior AI Engineer (AI & Innovation).
In this role, you will:
Build Modular AI Capabilities: Design and implement self-contained "AI Skills" that connect to the Platforms core data layers.
Ship End-to-End Autonomous Agents: Build agents that don't just "think," but act. You will deploy agents that handle the heavy lifting of the security lifecycle.
Bridge the Gap to Non-Technical Users: Create the abstractions that allow our customer success teams and client stakeholders to trigger or chain these AI workflows.
Own the AI Infrastructure & Evaluation: Maintain and contribute to the environment where these agents are born, ensuring they are grounded in truth.
Requirements:
Professional Experience: 3+ years of experience in dedicated AI development (LLMs, agentic workflows, RAG).
Senior Engineering Track: Alternatively, we value 7+ years of Senior Software Engineering experience combined with at least 1 year of deep AI development.
Education: A Bachelors or Masters degree in Computer Science or Electrical Engineering is a major bonus.
Technical Mastery: Deep proficiency in Python and the modern AI stack, with the ability to architect systems that require high reliability.
This position is open to all candidates.
 
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01/10/2026
Location: Yokne'Am Illit
Job Type: Full Time
We are seeking an experienced Senior Developer with deep expertise in Python and AI development to join our team. The ideal candidate will have hands-on experience building AI-powered applications and agentic AI systems that can autonomously perform complex tasks.

Job Description
Design and build autonomous AI agents capable of multi-step reasoning and task execution
Work with LLMs (Large Language Models) and Agentic Frameworks (AutoGen, Microsoft Agent Framework)
Responsible for implementing micro-services from design to production.
Take ownership of development, maintenance, testing strategy, design discussions, and operations of the team, with containerized API services
Participate in all aspects of agile software development including design, implementation, and deployment.
Responsible for the end-to-end lifecycle of new product features / components
Ensuring application performance, uptime, and scale, maintaining high standards of code quality and thoughtful application design
Work with a small, cross-functional team on products and features to drive growth.
Learning new tools, languages, workflows, and philosophies to grow
Research and suggest new technologies for boosting the product.
Have an impact on product development by making important technical decisions, influencing the system architecture, development practices and more.
Requirements:
B.Sc. in Computer Sciences or similar
At least 5 years of experience in Python backend development
Experience with prompt engineering and optimization
Profound knowledge in OOP and design patterns
Experience and knowledge of server-side technologies such as FastAPI, Pydantic, Alembic
Experience with Docker containers, Kubernetes and Cloud environments
Expertise in testing methodologies (Unit-testing, TDD, mocking)
Fluent with Relational databases (SQL)
Good problem-solving and analysis abilities
Excellent team player with strong communication skills
This position is open to all candidates.
 
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01/10/2026
Location: Ramat Gan
Job Type: Full Time
We are looking for a Senior Software Architect to lead the architecture and technical execution of AI products and shared AI capabilities.

This is a strategic and hands-on role for an architect who combines strong backend and distributed-systems expertise with practical experience in data platforms, cloud architecture, web technologies, and AI systems.

You will own the technical architecture from early concepts and proofs of concept through production delivery and operation. You will work closely with engineers, product managers, security researchers, and architects to turn emerging AI capabilities into secure, scalable, reliable, and maintainable products across SaaS and on-premises deployments.

The successful candidate will provide hands-on technical leadership, help engineers resolve complex design and implementation decisions, and ensure that the architecture supports product quality, operational simplicity, and long-term evolution.

What You Will Own

Define and drive the architecture of AI-powered products and shared AI capabilities across SaaS and on-premises deployments.
Design scalable backend services, APIs, data pipelines, data models, and storage solutions for AI and security workloads.
Lead architectural decisions across data ingestion, processing, retrieval, model integration, AI orchestration, and product integration.
Work closely with engineers throughout design and implementation, helping resolve complex technical decisions, trade-offs, and delivery challenges.
Provide hands-on technical leadership from early concepts and proofs of concept through production delivery and operation.
Design systems with clear controls for scalability, backpressure, bounded resource usage, resilience, data integrity, recovery, and observability.
Ensure solutions meet enterprise requirements for security, isolation, permissions, auditability, sensitive-data handling, and on-premises operation.
Define patterns for integrating AI models, retrieval systems, tools, workflows, and deterministic product capabilities.
Design AI-enabled workflows with quality, latency, cost, failure handling, model limitations, and operational complexity in mind.
Support the architecture and development of web-based AI experiences and their integration with backend services and Aqua product workflows.
Evaluate technologies and conduct proofs of concept to validate feasibility, performance, scalability, security, and operational fit.
Define and document architecture standards, technical guidelines, and reusable patterns for the AI team.
Review system designs and critical implementations, and mentor engineers on architecture, backend development, data systems, and production readiness.
Collaborate with Product and Engineering to balance customer value, delivery speed, technical risk, and long-term maintainability.
Partner with other architecture and platform teams to reuse existing capabilities and maintain alignment across Aqua products.
דרישות:
8+ years of experience designing and building backend systems, including large-scale or distributed production systems.
Strong hands-on backend development experience, preferably with Python and Go.
Proven experience designing scalable APIs, services, data pipelines, and data-processing systems.
Strong knowledge of data modeling, relational databases, indexing, caching, and storage-system trade-offs.
Experience designing cloud architectures, preferably on AWS.
Experience designing products for both SaaS and on-premises deployments.
Strong understanding of Kubernetes, containers, distributed systems, networking, and modern deployment practices.
Experience designing systems for reliability, scalability, security, observability, recovery, and operational simplicity.
Experience with modern web development, including React, TypeScript or JavaScript, and npm.
Experience leading technical decisions from early concepts and proofs of concept through production delivery.
Experience drivin המשרה מיועדת לנשים ולגברים כאחד.
 
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