משרות והצעות עבודה

We are looking for an experienced Senior Acoustic Data Research Scientist to join a technology company developing advanced AI and Machine Learning solutions. This role involves applied research, development of advanced Machine Learning and Deep Learning algorithms, analysis of complex acoustic data, and driving innovative solutions from research and experimentation to practical implementation. Key Responsibilities Research, develop, and optimize advanced algorithms for Acoustic Data Analysis. Design and implement Machine Learning and Deep Learning models for acoustic signal processing, analysis, and classification. Develop methods for pattern recognition, acoustic event detection, and sound source classification. Process and analyze acoustic signals, including feature extraction, noise reduction, and time-frequency analysis. Plan and conduct experiments, analyze results, and evaluate model performance. Explore and implement state-of-the-art research methods to address complex technological challenges. Collaborate with research, algorithm development, and software engineering teams to integrate solutions into advanced technological systems.

We are looking for an experienced Senior Computer Vision Research Scientist to join a technology company developing advanced AI and Computer Vision solutions. This role involves applied research, development and optimization of advanced algorithms, solving complex technological challenges, and driving innovative solutions from research and experimentation to practical implementation. Key Responsibilities Research, develop, and optimize advanced algorithms in Computer Vision, Machine Learning, and Deep Learning. Design and implement Deep Learning solutions for image and video processing and analysis. Plan and conduct experiments, analyze results, and evaluate model performance. Explore and implement state-of-the-art research methods and innovative model architectures. Work with complex datasets, including data preprocessing, validation, and analysis. Collaborate with research, algorithm development, and software engineering teams to integrate solutions into advanced technological systems.

We are looking for an experienced, hands-on Data Engineer to join a technology company developing advanced Data and AI-driven solutions. This role combines Python development, data processing, code execution and validation, experiment evaluation, and automation of performance metrics. The ideal candidate is a strong problem-solver with excellent technical skills, a proactive mindset, and the ability to quickly understand, troubleshoot, and adapt existing code. Key Responsibilities Develop and maintain data processing, analysis, and validation workflows using Python. Execute, debug, and adapt code developed by research and engineering teams. Validate outputs, identify issues, and ensure data accuracy and consistency. Develop automated processes for collecting, calculating, and analyzing performance metrics. Build and maintain evaluation workflows to assess and compare models and algorithms. Collaborate closely with Data Science, Research, and Software Engineering teams.

DevOps & Reliability Engineer Who are we? Webiks builds data-driven software and AI systems that solve real problems. Our work spans GenAI and agentic systems, geospatial (GIS) platforms, machine learning, and large-scale web systems, for clients in defense, government and the commercial sector. We favor open-source technologies, and our project teams combine Full-stack Developers, DevOps Engineers, Data Scientists, Product Managers and UX/UI Designers. You'll join the team behind one of our flagship projects: a national-scale public platform that serves as critical infrastructure for government and public workflows. It runs on AWS in the government cloud and serves as a map engine and data API for other systems. When major public announcements go out, traffic can jump by orders of magnitude within hours. Who are you? You see reliability, observability and infrastructure as a product, not an afterthought, and you want to own them for a system used nationwide. You want to work inside a development team, not in a separate ops silo. You understand how a feature flows through the code, the pipeline and the infrastructure, and you make that flow faster and safer. You'd rather find problems in a dashboard than hear about them from users. You use AI tools (such as Claude Code) daily for infrastructure-as-code, scripting and troubleshooting, and you know when not to trust them. You learn fast, enjoy variety, and like turning "it works, mostly" into "we know it works, and we know why." What you'll do Build observability from the ground up: metrics, tracing (OpenTelemetry), dashboards and alerting across services, databases and edge. Own infrastructure changes on AWS via Terraform, including EKS, RDS (PostGIS), OpenSearch, CloudFront, and messaging and caching layers. Run load testing and capacity planning ahead of peak events, and improve autoscaling. Tune performance across the database, caching layers and GeoServer. Modernize CI/CD and release safety, and improve developer experience and tooling for the team. Lead security hardening and patching, and design backup and disaster recovery. Drive incident investigation and blameless postmortems. Estimate costs and design solutions that balance effectiveness and cost.

We are looking for an experienced AI Solution Architect / Project Lead to join a leading defense organization in Tel Aviv. This is a key leadership role within a small, multidisciplinary AI project team. The position combines AI architecture ownership, technical leadership, project coordination, team leadership, and cross-organizational engagement. We are looking for a strong, proactive technical leader who can see the full picture, connect the architectural, technological, product, and operational aspects of the project, and drive execution from concept through delivery. Responsibilities: - Own and lead the overall architecture of an advanced AI project - Define architectural principles, system structure, technology choices, integration patterns, and technical interfaces - Lead the project team professionally and coordinate work across the different team members - Translate project goals and operational needs into a clear technical architecture and execution plan - Identify architectural gaps, risks, dependencies, and trade-offs, and drive decisions accordingly - Work closely with AI, software, data, product, and infrastructure professionals - Lead technical discussions and design reviews across the project - Coordinate interfaces with additional teams and stakeholders across the organization - Engage with potential internal and external customers, understand their needs, and translate them into technical requirements - Drive alignment between business, operational, and technological considerations - Support the project from initial architecture and design through development, integration, and implementation - Promote adoption of advanced AI capabilities and relevant technologies within the project

We are looking for an Applied AI Specialist with strong expertise in Prompt Engineering to join a leading defense organization in Tel Aviv. This is a highly hands-on role focused on designing, building, testing, and improving interactions between users, software systems, and advanced language models. The role can suit professionals coming from software engineering, AI Product, or Computational Linguistics, provided they have a strong understanding of how natural language translates into accurate, consistent, and reliable AI behavior. Responsibilities Design, write, test, and optimize prompts for LLM-based systems Build complex prompt flows and interaction logic with language models Improve response quality, consistency, and accuracy through experimentation, evaluation, and iterative prompt engineering Work with structured outputs, tool/function calling, and agentic workflows Adapt language, context, and instructions to different operational and professional use cases Analyze model failures, identify recurring patterns, and develop improvement mechanisms Collaborate closely with software engineers, product teams, data professionals, and domain experts Evaluate and implement new Generative AI capabilities in existing and new systems Develop software components and integrations when required as part of broader AI solutions

Senior Data Scientist – NLP / Applied AI We are looking for an experienced Data Scientist with strong expertise in Natural Language Processing (NLP) to join a technology-driven AI role within a leading defense organization in Central Israel. This is a highly hands-on position focused on developing and implementing advanced AI solutions and taking them from research and experimentation through to practical, production-oriented capabilities. The position is fully on-site, with no hybrid work option, and requires candidates to successfully complete a security clearance process. Responsibilities Develop and implement AI and Machine Learning solutions, with a strong focus on Natural Language Processing Take hands-on ownership across the full solution lifecycle — from understanding the challenge and data, through research, experimentation, model development and implementation Develop and improve models and algorithms for text processing, analysis and understanding Work with advanced NLP technologies, including Transformer-based models and LLMs Perform model evaluation, define relevant metrics, analyze performance and continuously improve model quality Collaborate with software, product and technology teams to integrate AI capabilities into existing and new systems Explore emerging AI technologies, methodologies and tools and assess their applicability to real-world challenges Additional Information Employment within a defense organization Location: Central Israel On-site position only – no hybrid work Employment is subject to successful completion of the required security clearance The role is ideal for a Data Scientist who combines deep NLP expertise, strong research capabilities and a practical hands-on approach, with the ability to turn advanced AI concepts into working technological solutions.

We're Hiring: Software Development Team Lead (Tech Lead) Looking for your next step combining deep technical leadership, architecture, people management, and cutting-edge AI technologies? We are looking for a Software Development Team Lead with full technical authority to lead a high-performing engineering team in a complex, large-scale environment. About the Role: Team Leadership: Direct management, mentoring, and professional growth of a 9-developer team. Full Technical Ownership: End-to-end responsibility for system architecture, development standards, code quality, and cloud infrastructure. AI & Innovation: Driving AI tool adoption across the software development lifecycle, alongside overseeing product-level AI/LLM features (Agents, Routing, Tool-calling). Cross-Functional Alignment: Working closely with project management to bridge business goals and technical execution.

ליחידה טכנולוגית מתקדמת הפועלת בסביבה מורכבת ומבצעית אנחנו מגייסים Data Architect להובלת ארכיטקטורה, הרחבה ומודרניזציה של תשתיות Data ופייפליינים הנמצאים בסביבת Production. התפקיד כולל אחריות על תכנון פתרונות לעיבוד כמויות גדולות של מידע, עבודה עם Streaming ו־Near Real-Time Data, תכנון שכבות אחסון לטווח קצר וארוך, ושיפור מתמיד של ביצועים, Scalability, זמינות ואמינות. מדובר בתפקיד בכיר המחבר בין Data Engineering, תשתיות, מערכות מבצעיות וצוותי Data Science, עם אחריות על קבלת החלטות ארכיטקטוניות והובלת פתרונות משלב התכנון ועד Production. העבודה ללא היברידיות באזור המרכז! תחומי אחריות עיקריים הובלת ארכיטקטורת Data עבור מערכות מורכבות בסביבת Production. תכנון, הרחבה ושדרוג של Data Pipelines קיימים תוך שמירה על זמינות, ביצועים ורציפות תפעולית. תכנון פתרונות לעיבוד Data Streaming ו־Near Real-Time בהיקפים משמעותיים. עבודה עם Kafka לצורך ingestion, messaging ו־stream processing. תכנון שכבות Search, Indexing ו־Data Processing באמצעות Elastic ו־Logstash. תכנון Data Lake / Data Storage המבוסס בין היתר על S3 ו־Parquet files. שימוש ב־Trino לצורך Querying וניתוח מידע ממקורות מבוזרים. תכנון ומימוש אסטרטגיות אחסון ושימור מידע לטווח ארוך, לרבות lifecycle, archival, retention ואופטימיזציה של עלויות וביצועים. הגדרת Data Models, partitioning, indexing ו־storage formats בהתאם לדפוסי השימוש והיקפי המידע. תכנון פתרונות Scalability, High Availability ו־Fault Tolerance. הובלת תהליכי Data Governance, Data Quality ו־Observability בהתאם לצורכי המערכת. עבודה בסביבה סגורה ומאובטחת ועבודה בענן, תוך התמודדות עם מגבלות תשתית, Deployment ותפעול. עבודה משותפת עם Data Engineers, DevOps, Software Engineers ו־Data Scientists. הובלת בחינת טכנולוגיות חדשות, POCs וקבלת החלטות בנוגע ל־Data Stack. ליווי פתרונות משלב התכנון והאפיון ועד ההטמעה והעלייה ל־Production.

We’re hiring: AI Engineer / Full Stack Developer – LLM & RAG We’re looking for an early-career AI Engineer with strong Python skills, a research-oriented mindset, and Full Stack capabilities to join the development of an LLM & RAG-based system already running in Production. The role combines Applied AI / Data Science with hands-on software development and offers broad ownership over new AI capabilities. What you’ll do? Develop and improve RAG pipelines, including embeddings, retrieval and ranking Evaluate retrieval models, build evaluation datasets and define relevant metrics Work with LLM APIs, Prompt Engineering and AI Agents Research, experiment and bring new AI capabilities into Production Develop Backend in Python and support Full Stack, Frontend and infrastructure tasks Integrate LLMs into existing applications and systems

לחברה טכנולוגית מובילה בחולון דרוש.ה כלכלנ.ית/רו"ח תחומי אחריות: חלק מצוות כלכלנים ביצוע ניתוחים פיננסיים, בניית תחזיות והפקת אנליזות לתמיכה בקבלת החלטות אחריות על תמחורים, דוחות תקורה ובחינת מבני עלות ניהול תזרים מזומנים, בדגש על עובדי מיקור חוץ הובלת פרויקטים חוצי ארגון לשיפור תהליכים והטמעת תהליכים חכמים ממשקי עבודה שוטפים עם הנהלה, מחלקות כספים ומשאבי אנוש.

לארגון טכנולוגי מוביל דרוש.ה מפתח/ת C# / .NET להשתלבות בצוות פיתוח העוסק במערכות מורכבות, ותיקות וקריטיות, לצד תהליכי מודרניזציה ומעבר לארכיטקטורות וטכנולוגיות מתקדמות יותר. התפקיד משלב פיתוח ותחזוקה של מערכות קיימות, עבודה עם WinForms, הובלת שדרוגים טכנולוגיים ומעבר הדרגתי מ־.NET Framework לסביבות .NET / .NET Core מודרניות. נדרשת יכולת להבין ארכיטקטורה קיימת, לבצע שינויים בצורה זהירה ומבוקרת, ולהוביל תהליכי שדרוג ומודרניזציה מבלי לפגוע ביציבות של מערכות קריטיות. מה כולל התפקיד? * פיתוח ותחזוקת מערכות ב־C# / .NET. * עבודה עם מערכות Desktop מבוססות WinForms. * השתלבות בתהליכי *Modernization של מערכות Legacy. * שדרוג והסבת מערכות מ־.NET Framework לטכנולוגיות .NET Core / .NET מתקדמות. * Refactoring ושיפור ארכיטקטורה של מערכות קיימות. * פיתוח יכולות חדשות לצד שימור יציבות ותפקוד של מערכות ותיקות. * עבודה עם מערכות מורכבות ואינטגרטיביות, לרבות מערכות שליטה ובקרה (C2 / C4I). * עבודה מול ממשקים, שירותים ומערכות חיצוניות. * איתור תקלות, ניתוח קוד ושיפור ביצועים. * עבודה כחלק מצוות פיתוח ובשיתוף גורמי מערכת, ארכיטקטורה, QA וגורמים הנדסיים נוספים.

לארגון טכנולוגי בתחום בטחוני דרוש.ה מפתח.ת Full Stack Junior להצטרפות לצוות פיתוח ולעבודה על מערכות ומוצרים בסביבה טכנולוגית מתקדמת. התפקיד מתאים למפתח.ת בתחילת הדרך המקצועית, עם בסיס טוב בפיתוח Web, סקרנות טכנולוגית ורצון להתפתח בעבודה על מערכות מקצה לקצה – Frontend ו־Backend. מה כולל התפקיד? * פיתוח מקצה לקצה. * פיתוח Frontend באמצעות React * פיתוח Backend באמצעות Node.js. * פיתוח ותחזוקת APIs ואינטגרציות בין מערכות. * עבודה עם בסיסי נתונים ושירותי Backend. * שימוש שוטף ב־**כלי AI לפיתוח תוכנה**, לצורך כתיבת קוד, Debugging, Refactoring, בדיקות ושיפור תהליכי הפיתוח. * כתיבה והרצה של בדיקות תוכנה כחלק מתהליך הפיתוח. * עבודה עם תהליכי CI/CD וגרסאות קוד. * עבודה בצמוד למפתחים, אנשי QA, Product וגורמים טכנולוגיים נוספים. * למידה והטמעה של טכנולוגיות וכלי פיתוח חדשים.

Account Executive – Technology Services We are looking for a strong, hands-on Account Executive to drive new business and build long-term relationships with technology companies. We provide clients with: • Offshore and nearshore development teams • Managed engineering squads • Staff augmentation and dedicated developers • Full-stack and product development services • QA, DevOps and cloud services • Long-term managed engineering solutions We are looking for a B2B sales professional who knows how to open doors, build trust with senior technology decision-makers, create a qualified pipeline and close complex deals. Relevant experience may include selling: • Offshore or nearshore development services • Staff augmentation or outstaffing solutions • Dedicated development teams • Software development and product engineering services • QA, DevOps or cloud solutions • Managed engineering and long-term delivery services You should be comfortable selling to: • CTOs • VP R&D and VP Engineering • Founders and CEOs • CIOs and technology leaders • Procurement and business stakeholders

We are looking for a talented Data Scientist to join our AI team and lead the research, development, and production deployment of advanced AI and Computer Vision models. This role is ideal for someone with strong analytical and algorithmic abilities, hands-on experience with machine learning and deep learning models, and the ability to take models from research and experimentation all the way to production. Responsibilities Research, develop, train, and evaluate Machine Learning and Deep Learning models. Work on Computer Vision tasks such as image/video analysis, detection, classification, segmentation, tracking, or related vision problems. Analyze structured and unstructured data, including images, videos, text, logs, documents, and APIs. Define success metrics, build validation methodologies, and evaluate model performance. Perform data exploration, feature engineering, model experimentation, and optimization. Build and support training, evaluation, and inference pipelines. Collaborate with ML Engineers, Data Engineers, Software Engineers, and Product teams. Support model deployment, monitoring, and continuous improvement in production environments. Contribute to AI solutions that may combine Computer Vision, NLP, LLMs, and multimodal models.

הצטרפות ליחידת AI מתקדמת הפועלת בעולם ה־VISINT, המתמקדת בפיתוח והטמעה של מודלים לניתוח נתוני לוויין (EO ו־SAR). התפקיד מחבר בין הצד המחקרי והמודלים ליכולת מבצעית על ידי תכנון, פיתוח והטמעה של מערכות Backend סקיילביליות, אמינות ובעלות ביצועים גבוהים. העבודה כוללת בניית ארכיטקטורת מיקרו־שירותים, והבטחת זמינות המערכות בסביבת Production. תחומי אחריות עיקריים תכנון ופיתוח שירותי Backend וAPI אמינים, סקיילביליים ומהירים. הובלת ארכיטקטורת מיקרו־שירותים ויישום עקרונות פיתוח מתקדמים. ניהול מחזור החיים המלא של הנתונים, כולל אינטגרציה עם מקורות נתונים שונים (לרבות נתוני לוויין). אופטימיזציה של ביצועי המערכת וטיפול בבעיות Latency. עבודה עם תשתיות מבוזרות (Kubernetes) לצורך פריסה וניהול של שירותים בקנה מידה גדול. בניית פייפליינים (pipelines) לעיבוד נתונים והזרמתם למערכות ה־ML. ניטור שוטף של שירותי ה־Backend (לוגים, מדדי ביצועים וזמינות). שיתוף פעולה עם חוקרי AI, מהנדסי ML ו־DevOps לפריסה חלקה ומבצעית של היכולות.

DevOps Engineer – Advanced AI & Satellite Intelligence (VISINT) The Mission Join an elite, forward-thinking Advanced AI Unit dedicated to the VISINT (Visual Intelligence) domain. We develop and operate state-of-the-art systems based on satellite data (EO and SAR). As our DevOps Engineer, you will be the backbone of our infrastructure—building, automating, and operating modern environments that support massive AI and Data pipelines. If you thrive in scalable, distributed, and high-performance environments where your work directly impacts operational success, we want you. What You’ll Do? Infrastructure Excellence: Design, deploy, and manage cloud and on-prem infrastructures tailored for AI and big data workloads. CI/CD for AI: Build and maintain robust CI/CD pipelines for models, data pipelines, and microservices. Distributed Computing: Manage and scale distributed clusters (e.g., Kubernetes, Ray) to support heavy processing demands. Automation First: Lead automation for deployment, scaling, and monitoring processes. MLOps Integration: Implement MLOps frameworks to support the full model lifecycle—from training and deployment to real-time monitoring. Resource Optimization: Manage containerized environments (Docker) and optimize hardware resources (CPU/GPU) for maximum efficiency. Observability: Set up advanced observability stacks (Logging, Metrics, Tracing) to ensure system reliability and stability. Collaborative Engineering: Work closely with AI researchers, Data Engineers, and Developers to streamline the development-to-production journey.

Senior AI Algorithm Specialist – Computer Vision & Media Integrity Department We’re looking for the architect of the next generation of Computer Vision. Deepfakes are evolving faster than the systems built to stop them. We aren't just using AI, we are stress-testing its limits. From rPPG-based liveliness to high-fidelity temporal consistency in synthetic media, we are hiring a Senior Specialist to lead our Deepfake and Anti- Spoofing research. Bring your PyTorch mastery to a team with H100 clusters to burn and join us in the fight for global media integrity. The Mission In an era where the line between reality and synthesis is blurring, we are seeking a visionary Specialist to define the future of media integrity. This role is at the intersection of generative AI and cybersecurity. You will not only build state-of-the-art models but also "red-team" them to stay three steps ahead of the most sophisticated synthetic media and identity fraud techniques in the world. Key Responsibilities: Deepfake Innovation: Design and refine state-of-the-art generative architectures (GANs, Diffusion Models, Transformers) for facial reenactment and latent space manipulation. Liveliness & Security: Develop industry-leading Presentation Attack Detection (PAD) systems to identify 3D masks, digital injections, and high-resolution replay attacks. Adversarial Research: Play both sides of the "AI arms race"—building tools to find vulnerabilities in biometric systems so you can architect the systems that can't be fooled. Optimization & Scale: Implement high-performance Computer Vision (CV) pipelines for real-time inference on both high-end cloud clusters and edge devices. Mathematical Rigor: Apply custom loss functions and gradient optimization to solve complex artifacts in synthetic video. Why Join Us? Access to elite-tier compute power (H100/A100 clusters). Work at the absolute cutting edge of AI ethics, security, and digital forensics. A collaborative environment that values peer-reviewed research, patents, and open-source contributions.

לצוות מחקר אלגוריתמי מתקדם העוסק בעולמות המודיעין החזותי, אנו מחפשים ראש צוות אלגוריתמיקה להובלת פיתוח פתרונות AI וראייה ממוחשבת בקדמת הטכנולוגיה. המערכות מבוססות על נתוני EO / SAR ומשלבות Deep Learning, מודלים גנרטיביים וטכנולוגיות AI מתקדמות, במטרה להפיק תובנות מודיעיניות ממידע מורכב ורב־ממדי. התפקיד כולל אחריות מלאה על מחקר, פיתוח והובלת יכולות אלגוריתמיות משלב הרעיון ועד יישום מבצעי, תוך עבודה בסביבה מולטי־דיסציפלינרית ועתירת אתגרים טכנולוגיים. תחומי אחריות ניהול, הובלה מקצועית וחניכה של צוות חוקרי ומהנדסי אלגוריתמים בתחומי AI וראייה ממוחשבת הובלת פרויקטים מחקריים ופיתוחיים במערכות ראייה ממוחשבת משלב התכנון ועד יישום והטמעה מבצעית תכנון ופיתוח אלגוריתמים לעיבוד, ניתוח והבנה של מידע חזותי ממקורות שונים עיצוב והטמעה של רשתות עומק ומודלים מתקדמים לבעיות חיזוי, זיהוי וסיווג שיתוף פעולה הדוק עם צוותי תוכנה, מערכת, מוצר ולקוחות לצורך הפיכת מחקר ליכולות מבצעיות

We’re Hiring – Data Engineer! Defense sector :) We are looking for a talented and experienced Data Engineer to join our innovative team. We’re seeking a hands-on developer with at least 4 years of experience in data engineering and LLM-related projects. 🔐 Big advantage: Active or previously active security clearance 📍 Location: North Tel Aviv If you’re passionate about innovation, AI, and data-driven solutions, we’d love to hear from you! 💬 Send us your CV or send to someone who might be a perfect fit.