Deep Learning Researcher jobs in Israel

Our Benefits:

Any general requests for consideration of your skills, please

Our Benefits:

Any general requests for consideration of your skills, please

Essential Responsibilities:

• Develop and optimize machine learning models for various applications.
• Preprocess and analyze large datasets to extract meaningful insights.
• Deploy ML solutions into production environments using appropriate tools and frameworks.
• Collaborate with cross-functional teams to integrate ML models into products and services.
• Monitor and evaluate the performance of deployed models.

Minimum Qualifications:

• Minimum of 5 years of relevant work experience and a Bachelor's degree or equivalent experience.
• Experience with ML frameworks like TensorFlow, PyTorch, or scikit-learn.
• Familiarity with cloud platforms (AWS, Azure, GCP) and tools for data processing and model deployment.
• Several years of experience in designing, implementing, and deploying machine learning models.

Experience working with Large Language Models

Our Benefits:

Any general requests for consideration of your skills, please

Being the cybersecurity partner of choice, protecting our digital way of life.

Your Career

The role involves simulating, automating, and developing proof-of-concepts for known threats and offensive tools to evaluate new feature security coverage and detection quality, aligned with the Kill Chain/MITRE ATT&CK Framework and real-world threats. We need an experienced Security Researcher with a deep background in offensive security concepts and a strong interest in Linux, Cloud, and macOS platforms.

You will conduct Linux security evaluations, research innovations to enhance our security solutions, and find innovative yet practical solutions to contemporary problems. You will also develop custom tools and advanced in-house security capabilities to continuously validate our product's defenses.

Your Impact

• Work hand-in-hand with the Cortex Agent release team. This role demands applied research synchronized with our delivery schedule, ensuring that every feature release is validated against the latest threats prior to launch.
• Drive our threat simulation automation strategy by researching and developing new tools and capabilities that emulate real-world adversary behavior.
• Enrich our Security Automation Coverage and infrastructure to protect against known and unknown threats.
• Thrive in a fast-paced, high-impact environment, mastering new security features, technologies, and complex platforms (from kernel to Kubernetes) quickly.
• Conduct hands-on research to identify real-world Malware, exploits, and novel attack vectors, then create and code PoCs to test our defenses.
• Act as a key research partner with engineering teams to push and validate our product capabilities.
• Leverage data-driven approaches to identify threats and propose effective mitigations.

Your Experience

• 5+ years of hands-on experience in security research, offensive security, or security development.
• Strong, practical development skills (Python, C, Go, Git are advantages) for automating attack tools, building PoCs, and creating testing infrastructure.
• Extensive knowledge of Linux internals ("under the hood").
• Proven ability to adapt, learn quickly, and switch contexts between complex technical domains (e.g., from kernel research to cloud-native security).
• Experience with Linux eBPF and modern kernel technologies.
• Experience with Linux namespaces & cgroups.
• Familiarity with Managed and Unmanaged Kubernetes solutions.
• Ability to work independently and as part of a team, managing fast-paced tasks and stressed time constraints while maintaining focus.

Advantages

• Knowledge of Cloud Workloads such as GCP, AWS, Azure
• Strong debugging skills with various tools on different Linux platforms
• Experience with reversing tools such as IDA Pro, Strace, etc

All your information will be kept confidential according to EEO guidelines.

Being the cybersecurity partner of choice, protecting our digital way of life.

Your Career

As our Senior Automation Engineer, you will be responsible for product quality, test design, and planning. You will develop automation tests and the required infrastructure, focusing on Windows and macOS environments. This includes deployment, execution, and validation across multiple system configurations. You will work closely with the development team to investigate and resolve issues discovered during testing.

The role is deeply hands-on, requiring a strong understanding of the product, operating systems, and automation frameworks. You should have the ability to streamline processes, enhance test coverage, and improve efficiency through automation using Python.

Your Impact

Design and execute E2E tests for multiple Operating systems (Windows, macOs , Linux) Test new features, focusing on deep internal aspects of the feature and its integration with the OS Learn new features, technologies and platforms in a relatively short amount of time Reproduce and analyze bugs, that either came from the field or have been found during the testing cycle Run QA cycles on a tight release schedule Work closely with developers, product managers and other QA teams - being involved during the entire release cycle from planning through execution and final delivery Make a significant impact on the design, implementation and quality of the product Qualifications Your Experience

• 3+ years of experience QA automation developer (Python)
• Knowledge of continuous integration (CI/CD) and object oriented automation frameworks - Mandatory
• Strong expertise with Operating systems (Windows advantage)
• Background and experience in Endpoint security - Advantage
• Familiar with endpoint security testing infrastructure and system-level automation
• Familiarity with virtualization and deployment tools for Windows/macOS (e.g., VMware, Parallels, Jamf, SCCM) – Advantage
• Quick learner with the ability to grasp new technologies efficiently
• Capable of working independently and collaboratively within a team, even under pressure, while maintaining focus and a positive attitude

All your information will be kept confidential according to EEO guidelines.

All your information will be kept confidential according to EEO guidelines.