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חברה חסויה
Location: Herzliya
Job Type: Full Time
We are looking for a Software Engineer specializing in ML Systems Engineering to join our Development department.
While vision and language models have become increasingly commoditized, our proprietary deep learning models are unique, fast-evolving, and deployed in live trading across the worlds most efficient and sophisticated financial markets. Operating in this environment presents distinct scaling challenges and continuous opportunities for optimization. Success in this role requires first-principles thinking and a deep understanding of the engineering trade-offs behind high-performance DL systems.
This is a pivotal role within our engineering organization. You will work closely with researchers and engineers across the company, running deep learning models on massive compute clusters and adapting them for production serving under strict and non-trivial constraints.
Requirements:
B.Sc. with honors in CS/EE/Math/Physics, or a related field from a top-tier university
5+ years of hands-on experience building and deploying large-scale deep learning systems in production
Advanced proficiency in PyTorch/TensorFlow
Preferred Qualifications:
M.Sc. or Ph.D. in a relevant quantitative field - Advantage
Proficiency in Python/C/C++
Deep, working knowledge of PyTorch internals
Strong experience in several of the following areas:
Performance profiling and optimization of deep learning workloads
Orchestrating and optimizing large-scale distributed training (hundreds to thousands of GPUs)
Optimizing model serving and inference pipelines (quantization, distillation, compilation, memory optimization, etc.)
Training and scaling state-of-the-art vision, language, or diffusion models
Implementing custom CUDA/Triton kernels.
This position is open to all candidates.
 
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5 ימים
חברה חסויה
Location: Herzliya
Job Type: Full Time
We are looking for an exceptional Data Science Team Lead to spearhead the vision and evolution of our next-gen GenAI Co-Pilot. You will lead a team building a game-changing AI product that revolutionizes how users interact with our software - delivering real-time intelligence, deep investigative insights, and autonomous next-action guidance at scale.

You will:
Define the strategic AI roadmap across the system, serving as the core domain authority for cross-functional initiatives.
Architect next-gen capabilities by leveraging cutting-edge LLMs, GenAI, and autonomous agentic workflows to help analysts make critical, real-world decisions.
Oversee the end-to-end AI/ML lifecycle, from experimentation and prototyping to deployment, monitoring, and optimization.
Partner closely with international product, engineering, and architecture teams to drive high-quality, scalable solutions.
Join a team that fears no technology and constantly tests the boundaries of investigative power.
Requirements:
M.Sc. or higher in Computer Science, Mathematics, Engineering, or a related quantitative field.
7+ years of hands-on experience building and deploying ML/AI solutions in production, including 2+ years leading or growing a data science/ML team.
Proven experience designing and shipping GenAI-based product features and multi-agent systems using modern orchestration frameworks such as LangGraph, CrewAI, or AutoGen, including RAG, vector databases, and tool/function calling.
Practical experience with the agentic production stack: observability/eval tooling (e.g., Langfuse), durable workflow orchestration, and typed service design.
Strong foundation in classical machine learning - supervised/unsupervised methods, feature engineering, model evaluation - and sound judgment for when to use classical models over LLMs.
Advantage: Demonstrated experience fine-tuning and deploying small/large language models, including SFT and preference/RL-based methods such as GRPO or DPO.
Advantage: Experience with model optimization and efficient serving: quantization, pruning, LoRA/QLoRA, and high-throughput inference frameworks such as vLLM.
Advantage: Experience designing end-to-end ML pipelines (versioning, training/tuning, deployment, testing, monitoring) on cloud-native infrastructure (Kubernetes, GCP/AWS).
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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16/08/2026
חברה חסויה
Location: Herzliya
Job Type: Full Time
The WSSI (Windows Silicon System Integration) team is looking for an experienced Data Science Manager to lead a team developing production-oriented AI solutions across computer vision and efficient small language models, helping bring advanced models to Windows products under real-world edge-device constraints.

This role offers a meaningful leadership opportunity: managing a diverse team that includes researchers, MLOps engineers, and data management experts, while shaping the teams technical direction and influencing product directions in close partnership with product and system engineering teams, all within a culture that values inclusion, collaboration, continuous learning, and individual growth.

The teams primary focus is developing state-of-the-art computer vision solutions that can run efficiently under real-world edge-device constraints, including model size, latency, power, and deployment efficiency. In parallel, the team explores similar optimization opportunities for SLMs, enabling advanced AI models to run more efficiently across Windows products.

In this role, you will help turn applied research into production-quality AI experiences, collaborate closely with product, system engineering, software, and silicon teams, and create impact for millions of customers.

Responsibilities

Lead, grow, and develop a diverse data science team that includes researchers, MLOps engineers, and data management experts, while fostering a culture of technical excellence, collaboration, ownership, and continuous learning.

Define and drive the teams technical roadmap in close partnership with product and system engineering teams.

Guide the development of production-oriented AI solutions from research exploration through production deployment, with a strong focus on quality, scalability, reliability, and measurable customer impact.

Drive model efficiency and deployment readiness for constrained environments, ensuring AI solutions meet real-world requirements for performance, latency, footprint, and resource usage.

Mentor team members, create clarity, set priorities, and help the team deliver high-impact results in a dynamic and evolving environment.
Requirements:
Qualifications
M.Sc. or Ph.D. in Computer Science, Electrical Engineering, or a related technical field.
Experience in computer vision, efficient small language models, or related AI model development areas
Experience as a people manager or as a technical leader driving work across a team.

Preferred Qualifications
Hands-on experience with computer vision systems deployed in production or resource-constrained environments.
Hands-on experience with model development, evaluation, optimization, compression and efficient inference for edge devices.
Experience bringing AI solutions from research or prototyping into production environments.
Experience working with MLOps, data pipelines, model lifecycle management, or production AI infrastructure.
Demonstrated ability to motivate people, create clarity, and drive execution.
High motivation, ownership mindset, strong collaboration skills, and the ability to influence across disciplines.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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חברה חסויה
Location: Herzliya
Job Type: Full Time
Required Researcher
Description
We are a world leader in trading algorithms and trade execution technologies development. Our multi-disciplinary teams have developed a unique and highly successful machine learning algorithmic based HFT platform that delivers excellent results.
Our research is run by an outstanding team of brilliant researchers who love the extreme challenge of beating the markets. We consistently profit in challenging markets that get increasingly efficient.
We have no customers, and no marketing. It is a pure technological and algorithmic challenge. Hence the time-to-market from a research idea until it is used and make profit by our trading machines is very short.
In a world increasingly dominated by learning machines and artificial intelligence, we are especially proud of our humans. Our elite team of exceptional people are the soul of our company, and it is our top priority to provide them with a professionally fulfilling environment that supports healthy work-life balance. Our employees are encouraged to pursue their passions outside of work and we are proud to offer them a variety of opportunities, multiple resources and an agile work environment which promotes their well-being.
Our unique research team is expanding, we are looking for smart and humble team members to join the team and solve complex problems. Our technical challenges include developing new trading strategies, , improving the performance of our algorithms, finding new ways to beat the markets. As an ML researcher you will collaborate with our R&D team to execute live trading strategies. If you are looking to make an impact by putting into practice successful ideas and seeing immediately the outcome, make influence on our financial performance this is a great opportunity.
In this role you will:
Mange and lead independent research applying ML/DL methods to a wide variety of datasets.
Creatively find new trading strategies
Work with other team members to optimize our Algorithms.
Requirements:
Masters or PhD in Computer Science, Physics, EE, Mathematics, Statistics, or a related field.
5+ Years of experience of ML research/Deep Learning etc.
Experience with software engineering in Python (must) , C++/Rust is a plus.
Strong statistical analysis and mathematical skill.
A great team player eager to share/learn/teach other team members.
Creative, self-motivated, love complex problems, determined.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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16/08/2026
חברה חסויה
Location: Herzliya
Job Type: Full Time
The WSSI (Windows Silicon System Integration) team is looking for an experienced Data Science Manager to lead a team developing production-oriented AI solutions across computer vision and efficient small language models, helping bring advanced models to Windows products under real-world edge-device constraints.

This role offers a meaningful leadership opportunity: managing a diverse team that includes researchers, MLOps engineers, and data management experts, while shaping the teams technical direction and influencing product directions in close partnership with product and system engineering teams, all within a culture that values inclusion, collaboration, continuous learning, and individual growth.

The teams primary focus is developing state-of-the-art computer vision solutions that can run efficiently under real-world edge-device constraints, including model size, latency, power, and deployment efficiency. In parallel, the team explores similar optimization opportunities for SLMs, enabling advanced AI models to run more efficiently across Windows products.

In this role, you will help turn applied research into production-quality AI experiences, collaborate closely with product, system engineering, software, and silicon teams, and create impact for millions of customers.

Responsibilities

Lead, grow, and develop a diverse data science team that includes researchers, MLOps engineers, and data management experts, while fostering a culture of technical excellence, collaboration, ownership, and continuous learning.

Define and drive the teams technical roadmap in close partnership with product and system engineering teams.

Guide the development of production-oriented AI solutions from research exploration through production deployment, with a strong focus on quality, scalability, reliability, and measurable customer impact.

Drive model efficiency and deployment readiness for constrained environments, ensuring AI solutions meet real-world requirements for performance, latency, footprint, and resource usage.

Mentor team members, create clarity, set priorities, and help the team deliver high-impact results in a dynamic and evolving environment.
Requirements:
Qualifications
M.Sc. or Ph.D. in Computer Science, Electrical Engineering, or a related technical field.
Experience in computer vision, efficient small language models, or related AI model development areas
Experience as a people manager or as a technical leader driving work across a team.

Preferred Qualifications
Hands-on experience with computer vision systems deployed in production or resource-constrained environments.
Hands-on experience with model development, evaluation, optimization, compression and efficient inference for edge devices.
Experience bringing AI solutions from research or prototyping into production environments.
Experience working with MLOps, data pipelines, model lifecycle management, or production AI infrastructure.
Demonstrated ability to motivate people, create clarity, and drive execution.
High motivation, ownership mindset, strong collaboration skills, and the ability to influence across disciplines.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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חברה חסויה
Location: Herzliya
Job Type: Full Time
Join our Core SDK Team, responsible for building and maintaining the core mobile technology that powers our platform across millions of applications worldwide. The team develops high-performance, reliable, and secure SDK components used by developers globally.

The Core SDK team operates across Android and iOS platforms, with a long-term vision of a unified mobile SDK engineering team. Engineers collaborate across platform boundaries while maintaining deep expertise in their primary mobile ecosystem.

Operating at the intersection of mobile platforms and large-scale distributed systems, the team tackles complex challenges such as performance optimization, platform compatibility across thousands of devices, and maintaining highly reliable code that runs on billions of devices.

As the team evolves, we are also expanding beyond traditional mobile development and scaling engineering capabilities with AI. This includes building and using AI-powered tooling, MCP-based systems, and agent-driven automation to improve developer productivity, testing, and SDK innovation.

Engineers in the team therefore have the opportunity to work not only on mobile platform challenges, but also on emerging areas where mobile infrastructure, AI systems, and developer platforms intersect.

What youll do
Develop and maintain our mobile SDK features used by developers worldwide.
Design and implement reliable and performant SDK components across multiple mobile platforms and operating system versions.
Take ownership of end-to-end quality, including design, implementation, testing, and production reliability.
Debug and resolve complex issues across different devices, OS versions, and runtime environments.
Improve SDK performance, stability, and reliability at scale.
Develop and maintain SDK wrappers and integrations for cross-platform frameworks such as Unity, React Native, Flutter, and other mobile environments.
Work with modern AI-driven engineering tools, automation systems, and internal developer platforms.
Collaborate with engineers across mobile, backend, frontend, and platform teams.
Participate in code reviews and contribute to engineering best practices.
Requirements:
What you have
B.Sc. in Computer Science or Software Engineering (or equivalent experience).
2-3 years of mobile development experience on Android or iOS.
Strong experience in one or more of the following: Kotlin, Java, Objective-C, or Swift.
Solid understanding of Android SDK, Android Studio,Gradle, Xcode.
Experience developing and maintaining production-level mobile applications or SDK components.
Good understanding of software engineering fundamentals (OOP, design patterns, data structures).
Experience debugging and troubleshooting mobile applications.
Very good English communication skills.
Strong ownership mindset and ability to learn and grow in a fast-moving environment.
Bonus points.
Experience with SDK or library development.
Experience working with cross-platform mobile frameworks (React Native, Flutter, Unity, etc.).
Knowledge of Android performance optimization and memory management.
Experience working with CI/CD pipelines and automated testing.
Familiarity with mobile security concepts.
Experience working with AI-assisted development tools, agents, or automation systems.
Recommended by our employee.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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16/08/2026
Location: Tel Aviv-Yafo and Herzliya
Job Type: Full Time
We are currently hiring for multiple Security Research positions across our Microsoft Defender Research teams in Israel. By applying to this unified pipeline, you will be considered for a high-impact role (at either the Security Researcher II or Senior Security Researcher role) within one of our specialized groups, including Autonomous Attack Disruption, Cloud Workload Protection, Identity Research, Posture Research, or Security for AI.

We are looking for passionate, highly skilled security researchers who thrive on the challenge of breaking complex attacker kill-chains. Leveraging Microsofts dominant market position and the worlds most massive telemetry set, you will have a direct, tangible impact on the security of the global economy. We are looking for researchers who want to see their findings transformed into production-ready protection, where the ultimate goal is not just to detect threats, but to prevent and stop them in near real-time.

Responsibilities

Investigate real world advanced attacker TTPs to develop high-fidelity protection signals, and robust logic across complex kill-chains.

Design and implement innovative capabilities that autonomously prevent, detect and disrupt sophisticated threats in near real-time.

Infuse deep security expertise into the analysis of massive telemetry sets using big-data query languages, reasoning over data to identify novel malicious patterns, and drive evidence-based research decisions.

Partner with engineering and product teams to share research insights, validate protection concepts, and push ideas forward into production-ready protection at a global scale.

Contribute expert insights to a strategic feedback loop by analyzing real-world attack data and telemetry to refine protection coverage and accuracy.
Requirements:
Qualifications
4+ years of hands-on experience in security research or threat hunting, with a specialized focus on identity, cloud, or AI-based threat scenarios.
Deep understanding of the threat landscape, including modern attacker techniques and complex kill-chains, with a focus on platform internals across OS, Cloud Workloads and Identity platforms.
Experience hunting across diverse signal sources, effectively uncovering threats within on-premises, hybrid, and cloud environments.
Programming proficiency (e.g., Python, C#, or similar), with a proven ability to develop and ship production-ready protection logic. Demonstrated ability to work effectively in cross-functional teams, bridging the gap between deep research and scalable engineering.

Preferred Qualifications
B.Sc. or M.Sc. in Computer Science or Software Engineering OR/AND related field
Public track record of security research, such as technical blog posts, whitepapers, or presentations at major industry conferences.
Experience in offensive security or adversary simulation.
Deep understanding of AI-driven threats.
Proven ability to reason over large-scale datasets using big-data query languages, applying security expertise to identify novel patterns and make evidence-based decisions.
Familiarity with cloud environments (e.g., Azure, AWS) and the specific security challenges inherent to hybrid and multi-cloud infrastructures in large enterprise customers.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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20/08/2026
חברה חסויה
Location: Herzliya
Job Type: Full Time
we are a leading software engineering and consulting company, delivering end-to-end technology solutions for startups, enterprises, and global organizations. Our teams work on cutting-edge projects across AI, computer vision, simulation, and high-performance software, solving complex engineering challenges with real-world impact.
About the Role We are looking for a Full Stack & C ++ Developer to join our Algorithms team. In this role, you will bridge the gap between research and production by transforming advanced algorithms into robust, scalable, and high-performance software. You will also develop Full Stack tools, internal applications, and automation solutions that enable researchers and engineers to efficiently develop, TEST, and analyze algorithmic solutions.
Responsibilities
* Transform research algorithms into production-ready, scalable, and maintainable software.
* Develop and optimize high-performance system components using C ++.
* Build Full Stack applications, tools, and user interfaces to support algorithm development and analysis.
* Optimize software performance, including memory usage, multithreading, and computational efficiency.
* Collaborate closely with algorithm researchers, software engineers, and multidisciplinary teams.
* Contribute to software architecture, code quality, and continuous improvement of development processes.
Requirements:
Bachelor's degree or higher in Computer Science, Software Engineering, or a related field. 3+ years of professional software development experience, including Full Stack development and C ++. Experience optimizing software performance, including memory management, multithreading, and overall system efficiency. Strong problem-solving skills and ability to work in a collaborative development environment.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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16/08/2026
Location: Herzliya
Job Type: Full Time
We are looking for a talented software engineer with a passion for security to help build innovative edge-to-cloud security solutions for our next-generation devices and platforms.

You will contribute to and lead the development of core product features, from understanding system and product requirements and defining feature behavior, through architecture, design, and implementation, to delivering high-quality, secure services and endpoint components.

You will work across the stack, spanning firmware, hardware, operating systems, and cloud-connected security solutions, helping build the trusted security foundations of next-generation devices. You will collaborate with silicon partners, security experts, and engineering teams across us to deliver innovative, end-to-end security capabilities. The role offers significant technical ownership, opportunities to drive innovation, and continuous growth at every stage of your career.

AI is a core part of how we engineer. Our team has broad access to advanced AI capabilities, including unrestricted usage with no token limits, enabling engineers to fully integrate AI into their daily workflow. We actively use AI to accelerate design, coding, debugging, security research, testing, and documentation. We also empower engineers to go beyond personal productivity by building AI-powered tools and agents that improve how the entire team works and delivers value.

Join us in pushing the boundaries of security engineering. From silicon and firmware to operating systems and cloud-connected services, you'll help build trusted foundations that secure our future devices and experiences on a global scale.


Responsibilities

Partner with product, system, cloud, firmware, hardware, and security engineering teams to design and deliver innovative security solutions.

Contribute to and lead the design, implementation, integration, testing, and delivery of core security features spanning firmware, operating systems, endpoint software, and cloud-connected services.

Develop and integrate secure, reliable, scalable, and maintainable software and services using industry best practices and our high security and engineering standards.

Apply secure engineering practices, including threat modeling, secure design reviews, code reviews, mitigation planning, vulnerability response, and security validation.

Define technical requirements, architecture, dependencies, engineering priorities, and delivery plans in a complex cross-team environment.

Work closely with hardware, firmware, operating system, Windows internals, cloud, and security engineers to characterize solutions, define interfaces, and optimize security, reliability, and performance.

Drive features from inception through production, including quality, observability, deployment, monitoring, incident readiness, and continuous improvement.

Leverage advanced AI capabilities to accelerate engineering workflows and build AI-powered tools and agents that improve team productivity and product quality.

Continuously learn emerging security technologies and attack techniques, share knowledge with the team, and mentor peers as your experience grows.
Requirements:
Bachelors degree or higher in Computer Science, Software Engineering, Electrical Engineering, or equivalent practical experience.

Professional software development experience in Rust, C, C++, or another embedded systems programming language, with a solid foundation in computer science.

Experience in the security domain, such as operating-system security, identity, secure coding, cryptography, security protocols, secure boot, hardware-backed security, or threat mitigation.

Preferred Qualifications:

Knowledge of networking and security protocols, authentication and authorization, certificate-based authentication, secrets management, and Zero Trust architectures.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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לפני 8 שעות
חברה חסויה
Location: Herzliya
Job Type: Full Time
We are looking for a Lead DevOps Engineer to join our team as our first dedicated infrastructure hire. You will play a foundational role in architecting and scaling the engine that powers our cloud services and on-premise hardware deployments.

This is a position with real ownership. You aren't just managing servers; you are designing the delivery, monitoring, and security standards for a product that must thrive in both high-scale cloud environments and strictly disconnected, air-gapped networks.

Requirements
What Youll Do

Build the Foundation: Architect and maintain our core cloud infrastructure (IaC) and CI/CD pipelines, ensuring a seamless path from code to production.
Universal Observability: Design and deploy a "conservative" yet powerful logging, monitoring, and alerting stack (e.g., Prometheus, Grafana, Loki) that works similarly in the cloud and in disconnected on-prem environments.
Infrastructure as Code: Develop portable Pulumi
On-Prem & Air-Gapped Strategy: Create the systems and tooling required to package, deploy, and update our software on customer environments with zero internet access.
Customer Infrastructure: Lead the deployment of cloud-based gateways and managed services for our enterprise clients, ensuring high availability and robust security.
Security & Encryption: Implement and manage critical security infrastructure, including mTLS, CA-signed certificate management, and hardened Linux service configurations.
Collaborate with R&D: Work closely with our networking and hardware engineers to bridge the gap between low-level connectivity and scalable cloud architecture.
Requirements:
7+ years of experience in DevOps, with a proven track record as a lead or founding engineer in an early-stage startup
The "0 to 1" Skillset: Experience building infrastructure from scratch
Cloud & Container Mastery: Deep proficiency with AWS (specifically ECS or EKS), Terraform/Pulumi, and Docker
Observability Expert: Experience building self-hosted monitoring and logging stacks that do not rely on third-party SaaS (Prometheus/Grafana is a must)
Networking Depth: Strong understanding of Linux networking (L3-L7), secure tunneling, and VPC configurations
Independent Builder: Ability to make high-level architectural decisions autonomously and execute them with minimal supervision
Proficiency in Python for building custom automation tools
This position is open to all candidates.
 
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עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
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