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20/01/2026
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03/03/2026
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are redefining the travel industry with a truly autonomous platform powered by proprietary Agentic AI. As an Automation Engineer, youll play an essential part in building and scaling the testing infrastructure that validates our mission-critical AI workflows. This is a high-scale environment where you will use Cypress to solve unique challenges in autonomous decision-making, collaborating globally to deliver a platform trusted by major enterprises.
What Youll Do:
Architect the Cypress E2E Framework: Design, build, and scale a robust, high-performance end-to-end automation framework using Cypress to validate our core web application workflows, ensuring the complex UI accurately reflects the autonomous decisions made by our AI agents.
Validate Autonomous Logic via the UI: Develop sophisticated test harnesses within Cypress that interact with the application and perform data validation (e.g., intercepting network requests) to verify the intricate decision-making, cost optimization, and safety constraints of our self-governing AI agents.
Drive CI/CD Velocity: Take ownership of the testing lifecycle by integrating fast-running, automated Cypress tests directly into our CI/CD pipelines, serving as the final, reliable gate that allows the engineering team to deploy multiple times daily with zero functional regressions.
Performance and API Testing: Utilize Cypress's capabilities for API-level testing to quickly validate backend microservices, augmenting UI tests where necessary to maintain speed and reliability.
Contribute to Engineering Culture: Champion best practices in testability, reliability, observability, and code coverage, mentoring fellow engineers and fostering a culture of technical excellence across the platform.
Solve Unique Problems: Apply deep technical expertise and creativity to address novel testing challenges related to LLMs, such as ensuring the AI-generated UI flows are robust and predictable.
Requirements:
5+ years of experience building and scaling complex testing systems in fast-paced, high-growth, or large-scale environments (open to exceptional candidates with less experience).
Expertise in Cypress.io is mandatory, including building custom commands, plugins, and advanced fixture management for large applications.
Hands-on experience developing and maintaining core automation frameworks at scale using JavaScript/TypeScript.
Strong experience with distributed systems, microservices, and API testing (REST/gRPC), and knowledge of how to integrate backend validations into E2E tests.
Proficiency in cloud platforms (AWS/GCP) and strong experience integrating automation results into continuous delivery pipelines.
Ownership Mentality with a record of delivering production-quality, maintainable test code, and supporting features post-release through monitoring and troubleshooting.
Commitment to Engineering Best Practices in testing methodologies and code quality, scalability, and documentation.
Problem-solving mindset with a passion for tackling technically demanding challenges, especially those related to AI model validation or autonomous workflows.
This position is open to all candidates.
 
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17/02/2026
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a QA Automation Engineer to join our engineering team and take ownership of backend and data-focused test automation.
This role is centered on validating complex backend services, data flows, and cloud-based systems, with understanding of full end-to-end flow (including frontend).
You will design and maintain scalable automated test suites that ensure backend functionality, data accuracy, system reliability, and high-quality releases in a distributed, cloud-native environment. The role requires strong technical skills, independence, and close collaboration with backend developers, data engineers, and product managers.
Your ownership will include:
Take an active part in the entire software development lifecycle, with a strong focus on backend and data-related components.
Design, develop, and maintain automated tests for backend services, APIs, and data pipelines.
Validate data integrity and business logic across multiple data sources and environments.
Build and maintain test plans, test scripts, and test data to support reliable, production-ready releases.
Continuously improve automation infrastructure and CI/CD pipelines.
Ensure strong automated test coverage for backend and data features.
Perform root cause analysis of issues found in automation and communicate findings clearly.
Work closely with Backend, Data Engineering, and Product teams to review requirements and define effective automation strategies.
Troubleshoot technical challenges independently and propose practical, scalable solutions.
Stay up to date with backend and data automation best practices, tools, and industry trends.
Requirements:
3+ years of experience in QA Automation, with a strong focus on backend and data testing.
Hands-on experience with automation frameworks such as Pytest or similar.
Proficiency in Python (or similar scripting/programming language).
Strong understanding of API testing, backend architectures, and data-driven systems.
Hands-on experience with CI/CD pipelines and tools such as Jenkins.
Good understanding of relational databases (e.g., PostgreSQL, MySQL; Databricks is a plus).
Experience writing clear test plans and technical documentation.
Strong analytical and problem-solving skills with high attention to detail.
Self-driven, independent, and comfortable working in a fast-paced environment.
Strong communication skills and ability to collaborate across teams.
Nice to Have:
Experience working with cloud platforms such as AWS, Azure, or GCP.
Familiarity with Kubernetes and containerized environments.
Experience testing data platforms or cloud cost / usage systems.
This position is open to all candidates.
 
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10/02/2026
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for an Experienced QA Automation Team Lead with a strong background in designing, developing, and maintaining scalable test automation infrastructures.
Skilled in Python-based test development, modern automation frameworks, API testing, and Playwright for UI automation. Demonstrated ability to lead technical initiatives, guide automation strategy, and integrate innovative testing approaches - including leveraging AI models for intelligent validation, test optimization, and automation tooling. Adept at collaborating across engineering, product, and DevOps teams to improve quality, accelerate releases, and ensure robust system reliability.
Key Responsibilities
Automation Architecture & Infrastructure
Design, develop, and maintain a scalable automation framework using Python, aligned with product architecture and CI/CD pipelines.
Lead the creation of reusable libraries, tools, and test utilities to improve automation efficiency.
Evaluate and integrate new technologies, including AI-assisted test generation, model-based testing, and intelligent failure analysis.
Establish best practices for code structure, version control, and test maintainability.
Test Development & Execution
Build and maintain automated test suites for UI, API, backend, and integration layers.
Implement end-to-end UI automation using Playwright, focusing on reliability and parallel execution.
Develop robust API tests using Python-based tools (e.g., pytest, requests, FastAPI test helpers).
Ensure broad test coverage across functional, regression, performance, and security areas.
Quality Leadership & Strategy
Define the overall automation strategy and ensure its alignment with organizational quality goals.
Lead and mentor QA engineers, providing guidance in Python development, test design, and automation best practices.
Collaborate with product, development, and DevOps teams to refine acceptance criteria and testing standards.
Drive shift-left testing practices and promote automation as a core part of the development lifecycle.
CI/CD & DevOps Collaboration
Integrate automated tests into CI/CD pipelines (GitHub Actions, GitLab CI, Jenkins, etc.).
Work closely with DevOps to enable test environments, containerized executions, and scalable cloud-based test farms.
Introduce quality gates and automated blockers to reduce defect leakage and speed up delivery.
AI-enhanced Testing & Innovation
Utilize AI models to enhance test creation, anomaly detection, log analysis, and flakiness reduction.
Develop internal tools using AI for automated test maintenance and failure triage.
Experiment with LLM-driven testing strategies (e.g., agentic testing flows, AI-driven mock generation).
Requirements:
Strong Python experience, including frameworks like pytest, asyncio, and custom test tool development.
Playwright expertise for stable and efficient browser-based testing.
API automation using Python libraries, REST/GraphQL tools, and schema-based validation.
Experience working with AI/ML models, especially in testing or tooling contexts.
Familiarity with microservices testing, containerization (Docker), and cloud environments.
Solid understanding of CI/CD principles and tools (Jenkins, GitHub Actions, GitLab CI).
Quality & Leadership Skills
Proven experience leading automation teams or initiatives.
Ability to define test strategy, enforce best practices, and drive quality culture.
Excellent debugging skills, including analysis of logs, metrics, and distributed system behavior.
Strong communication and cross-team collaboration abilities.
Bonus / Nice-to-Have
Experience with performance testing frameworks (Locust, k6).
Knowledge of security testing fundamentals.
Familiarity with data pipelines, message queues, or event-driven architecture.
This position is open to all candidates.
 
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10/02/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a DevOps Engineer to join our dynamic and growing team. This is an opportunity to work alongside top engineers, gain hands-on experience in production environments, and help scale secure, high-performance services used by customers around the globe. You will be part of a fast-paced, startup-like environment, with the backing and stability of a global cybersecurity leader.
Key Responsibilities
Support the deployment and maintenance of scalable, multi-tenant environments across cloud platforms
Assist in automating infrastructure using Infrastructure-as-Code tools and CI/CD pipelines
Monitor and improve the reliability, performance, and security of platform services
Collaborate with development, product, and operations teams to deliver new features and improvements
Troubleshoot infrastructure and application issues in development and production environments
Implement custom user interfaces using the latest programming techniques and technologies
Design, develop, and maintain DevOps-related microservices that support platform automation and reliability
Design and integrate agentic AI capabilities into DevOps workflows to automate decision-making, incident response, and platform operations.
Requirements:
Bachelors degree in Computer Science or a related technical field
At least 3 years of experience as a DevOps Engineer
Strong interest in cloud technologies, DevOps methodologies, and automation
Knowledge of containerization and container orchestration technologies, such as Amazon EKS
Experience in the design, operation, and troubleshooting of Kubernetes core components and API extensions for cloud-native, distributed systems
Familiarity with Linux, basic networking, containers, and scripting
Understanding of CI/CD, cloud infrastructure, and monitoring concepts
Experience building maintainable and testable codebases, including API design and unit testing techniques
Hands-on experience applying GitOps principles to manage Kubernetes infrastructure and application deployments
Nice to Have
Exposure to Kubernetes in cloud environments such as Amazon EKS
Familiarity with Ingress Controllers, Kubernetes Gateway API, CloudFront, and Global Accelerator
Experience designing and developing Kubernetes operators and controllers
Experience or coursework with tools such as Terraform, Pulumi, Crossplane, and Helm
Hands-on experience with observability technologies such as Prometheus, Grafana, OpenTelemetry, and centralized logging systems.
This position is open to all candidates.
 
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חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
At our company youll be part of a global team that breaks barriers to redefine cybersecurity guided by our BRAVE core values:

Bold in how we dream and innovate

Responsive to feedback, challenges and opportunities

Accountable for results and best in class outcomes

Visionary in future focused problem-solving

Exceptional in execution and impact

we are a global leader in human- and agent-centric cybersecurity. We protect how people, data, and AI agents connect across email, cloud, and collaboration tools. Over 80 of the Fortune 100, 10,000 large enterprises, and millions of smaller organizations trust to stop threats, prevent data loss, and build resilience across their people and AI workflows. Our mission is simple safeguard the digital world and empower people to work securely and confidently. Join us in our pursuit to defend data and protect people.

How We Work
At our company youll be part of a global team that breaks barriers to redefine cybersecurity guided by our BRAVE core values

Bold in how we dream and innovate

Responsive to feedback, challenges and opportunities

Accountable for results and best in class outcomes

Visionary in future focused problem-solving

Exceptional in execution and impact

Location: Tel Aviv

The Role
Were looking for a hands-on Technical Lead / Architect to design, build, and guide the development of scalable, secure, and resilient systems. As a key member of our engineering team, youll own architectural decisions and lead the delivery of a large-scale SaaS platform that powers mission-critical experiences for our customers. Youll collaborate with seasoned engineers and product leaders to shape and implement our technology vision - spanning everything from REST APIs and distributed microservices to data pipelines and analytics infrastructure. Youll work with modern open-source tools, cloud-native frameworks, and DevOps practices to deliver solutions that scale efficiently and securely.

Your Day-to-Day

Lead the design and implementation of core backend systems and microservice architectures.

Drive technical decision-making, ensuring performance, scalability, and security-by-design.

Collaborate cross-functionally with product, DevOps, and data teams to align architecture with business goals.

Champion code quality, automation, observability, and engineering excellence.

Mentor engineers, conduct design and architecture reviews, and raise the teams technical bar.

Work closely with data scientists to integrate machine learning / AI models into the system.

Stay ahead of emerging technologies, frameworks, and cybersecurity best practices relevant to SaaS architecture.
Requirements:
10+ years of experience building and scaling distributed systems or SaaS platforms.

Proven technical leadership and a track record of delivering high-quality, impactful products.

Intellectual curiosity and commitment to continuous learning.

Deep customer focus: you start with the user and work backward to create value.

Proficiency in Python (FastAPI, Flask).

Experience with cloud platforms (AWS preferred) and containerized deployments (Docker, Kubernetes).

Solid Linux fundamentals and CI/CD experience.

Understanding of lean software development and data-informed decision-making.

A mindset of continuous improvement, questioning the status quo and driving innovation.

BSc in Computer Science or equivalent experience.

Bonus: exposure to security-by-design, data protection, and regulatory compliance (SOC 2, ISO 27001, etc.).
This position is open to all candidates.
 
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Location: Tel Aviv-Yafo
Job Type: Full Time
We are seeking a highly skilled Angular Developer to join our team and contribute to critical initiatives at the core of our platform. The ideal candidate will demonstrate strong analytical and problem-solving capabilities, a proactive work ethic, and the ability to take full ownership of assignments from inception to completion.
This position requires the capacity to perform effectively in a dynamic environment, manage multiple projects simultaneously, and collaborate closely with cross-functional teams. Excellent communication skills, attention to detail, and the ability to prioritize tasks and meet deadlines are essential.
We value individuals who maintain a balance between independent performance and effective team collaboration while continuously identifying opportunities to enhance processes and outcomes. In this role, you will be expected to foster a positive and productive team culture, share your professional expertise, and remain abreast of emerging technologies and industry best practices.
What will you actually be doing?
Design and implement complex frontend features for our content creation and management platform, ensuring scalability, performance, and maintainability.
Own features end-to-end - from technical design and architecture decisions through implementation, code review, testing, and production deployment.
Collaborate with product managers, designers, and backend engineers to translate requirements into technical solutions and deliver high-quality features.
Drive technical excellence by establishing coding standards, conducting thorough code reviews, and mentoring team members on best practices.
Monitor production systems using observability tools, proactively identify performance bottlenecks, and implement solutions to improve reliability and user experience.
Lead initiatives to reduce technical debt and modernize the codebase while maintaining backward compatibility and system stability.
Champion quality through comprehensive testing strategies including unit, integration, and e2e tests, ensuring high coverage and confidence in releases
Requirements:
7+ years of professional frontend development experience, with at least 4 years specializing in Angular (Angular 10+).
Expert-level TypeScript and JavaScript knowledge - deep understanding of the language, including advanced types, generics, async patterns, and ES6+ features.
Deep understanding of web fundamentals - semantic HTML5, modern CSS3 (Flexbox, Grid, custom properties), CSS architecture patterns, and responsive/adaptive design.
Experience with modern build tools and workflows - Webpack/Vite, TypeScript compiler, linting and formatting tools, and CI/CD pipelines.
Ability to design scalable frontend systems - understanding of performance optimization, code splitting, lazy loading, caching strategies, and bundle size management.
Strong ownership mentality - takes initiative, drives projects to completion, and holds yourself accountable for outcomes.
Will be a Plus:
Experience with Angular Material, PrimeNG, or other enterprise UI component libraries.
React experience - understanding of different framework approaches and ability to work in polyglot frontend environments.
Node.js/backend development experience - enables better collaboration with backend teams and full-stack problem solving.
Experience with accessibility (WCAG 2.1/2.2 standards) - building inclusive interfaces, ARIA patterns, keyboard navigation, and screen reader compatibility.
Experience with monitoring and observability tools - Datadog, Sentry, LogRocket, or similar platforms.
Prior experience mentoring junior developers or leading technical initiatives
This position is open to all candidates.
 
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חברה חסויה
Location: Tel Aviv-Yafo
Job Type: More than one
We are seeking an exceptional Backend Engineer to join our Platform Group, where you will architect and develop shared infrastructure components that power Semperis's enterprise security and identity products. This is a highly collaborative role requiring both technical excellence and strong cross-functional partnership skills.
What You'll Do:
As a Backend Engineer on our Core Platform team, you will:
Design and build shared platform components used across multiple product teams, ensuring scalability, reliability, and maintainability
Architect distributed systems using microservices and event-driven patterns that support enterprise-scale workloads
Own critical backend services from conception through deployment, including code quality, performance optimization, and operational excellence
Collaborate extensively with product engineers, DevOps, and architects to define platform capabilities and technical standards
Drive technical initiatives that improve developer productivity, system observability, and platform resilience
Contribute to architectural decisions and establish best practices for backend development across the organization
Analyze system performance and data patterns to identify optimization opportunities and inform future platform investments
Requirements:
5+ years of professional software engineering experience, with strong expertise in backend development
Deep proficiency in C# and .NET Core, including modern framework features and performance optimization
Production experience with Kubernetes and container orchestration in cloud environments (Azure/AWS/GCP preferred)
Proven track record designing and implementing microservices architectures and event-driven systems at scale
Experience developing shared libraries, frameworks, or platform components consumed by multiple teams
Demonstrated ability building enterprise SaaS applications serving high-volume, multi-tenant environments
Strong collaborative mindset with excellent communication skills and experience working across teams to drive consensus
Bachelor's degree in Computer Science or equivalent practical experience
Fluency in English (written and verbal)
Preferred Qualifications
Experience in the Enterprise Identity and Access Management (IAM) domain
Hands-on expertise with Kafka, RabbitMQ, or similar message brokers
Knowledge of ElasticSearch or other distributed search/analytics platforms
Open-source contributions or experience maintaining shared component libraries
Experience with observability tools (Prometheus, Grafana, distributed tracing)
Background in API design and governance for platform services
Familiarity with CI/CD pipelines and infrastructure-as-code practices
This position is open to all candidates.
 
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Location: Tel Aviv-Yafo
Job Type: Full Time
We are seeking a highly skilled Angular Developer to join our team and contribute to critical initiatives at the core of our platform. The ideal candidate will demonstrate strong analytical and problem-solving capabilities, a proactive work ethic, and the ability to take full ownership of assignments from inception to completion.
This position requires the capacity to perform effectively in a dynamic environment, manage multiple projects simultaneously, and collaborate closely with cross-functional teams. Excellent communication skills, attention to detail, and the ability to prioritize tasks and meet deadlines are essential.
We value individuals who maintain a balance between indepenent performance and effective team collaboration while continuously identifying opportunities to enhance processes and outcomes. In this role, you will be expected to foster a positive and productive team culture, share your professional expertise, and remain abreast of emerging technologies and industry best practices.
What will you actually be doing?
Design and implement complex frontend features for our content creation and management platform, ensuring scalability, performance, and maintainability.
Own features end-to-end - from technical design and architecture decisions through implementation, code review, testing, and production deployment.
Collaborate with product managers, designers, and backend engineers to translate requirements into technical solutions and deliver high-quality features.
Drive technical excellence by establishing coding standards, conducting thorough code reviews, and mentoring team members on best practices.
Monitor production systems using observability tools, proactively identify performance bottlenecks, and implement solutions to improve reliability and user experience.
Lead initiatives to reduce technical debt and modernize the codebase while maintaining backward compatibility and system stability.
Champion quality through comprehensive testing strategies including unit, integration, and e2e tests, ensuring high coverage and confidence in releases
Requirements:
4 years of professional frontend development experience, with at least 4 years specializing in Angular (Angular 10+).
Expert-level TypeScript and JavaScript knowledge - deep understanding of the language, including advanced types, generics, async patterns, and ES6+ features.
Deep understanding of web fundamentals - semantic HTML5, modern CSS3 (Flexbox, Grid, custom properties), CSS architecture patterns, and responsive/adaptive design.
Experience with modern build tools and workflows - Webpack/Vite, TypeScript compiler, linting and formatting tools, and CI/CD pipelines.
Ability to design scalable frontend systems - understanding of performance optimization, code splitting, lazy loading, caching strategies, and bundle size management.
Strong ownership mentality - takes initiative, drives projects to completion, and holds yourself accountable for outcomes.
Will be a Plus:
Experience with Angular Material, PrimeNG, or other enterprise UI component libraries.
React experience - understanding of different framework approaches and ability to work in polyglot frontend environments.
Node.js/backend development experience - enables better collaboration with backend teams and full-stack problem solving.
Experience with accessibility (WCAG 2.1/2.2 standards) - building inclusive interfaces, ARIA patterns, keyboard navigation, and screen reader compatibility.
Experience with monitoring and observability tools - Datadog, Sentry, LogRocket, or similar platforms.
Prior experience mentoring junior developers or leading technical initiatives
This position is open to all candidates.
 
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Location: Tel Aviv-Yafo
Job Type: Full Time
our company's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to our companys needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.
our company Cloud Storage provides a suite of services like the scalable our company Cloud Storage (GCS) for unstructured data, high-performance managed lustre for AI High-Performance Computing workloads, and the managed Network File System (NFS) service filestore. These offerings are fundamental to our company Cloud's infrastructure, serving as the backbone for storing and accessing the vast datasets required for training and deploying AI models. In the AI era, this storage portfolio is crucial for enabling innovation, supporting compute-intensive tasks, and driving significant value for our company Cloud customers. The performance, scalability, and flexibility of these storage solutions are key to unlocking the potential of AI.
our company Cloud accelerates every organizations ability to digitally transform its business and industry. We deliver enterprise-grade solutions that leverage our companys technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to our company Cloud as their trusted partner to enable growth and solve their most critical business problems.
Responsibilities
Design and implementation of high-complexity features. Deliver robust, production-ready code for storage solutions that address the specific demands of AI/ML workloads.
Architect scalable and performant storage solutions. Make data-driven decisions to optimize system efficiency and reliability.
Provide deep-dive code reviews and technical guidance to the team. Set the standard for engineering excellence and help maintain a high quality bar for all deliverables that addresses the expectations of key our company customers.
Identify and resolve performance bottlenecks and intricate system issues. Develop innovative, practical solutions to technical challenges that arise at the intersection of storage and ML.
Partner with product and engineering stakeholders to translate customer requirements into technical specifications, ensuring the incubations output aligns with broader our company Cloud goals.
Requirements:
Minimum qualifications:
Bachelors degree or equivalent practical experience.
8 years of experience in software development.
5 years of experience with ML design and ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging, fine tuning).
5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.
Preferred qualifications:
Masters degree or PhD in Engineering, Computer Science, or a related technical field.
8 years of experience with data structures and algorithms.
3 years of experience in a technical leadership role leading project teams and setting technical direction.
3 years of experience working in a complex, matrixed organization involving cross-functional, or cross-business projects.
This position is open to all candidates.
 
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11/02/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
Join our companys AI research group, a cross-functional team of ML engineers, researchers and security experts building the next generation of AI-powered security capabilities. Our mission is to leverage large language models to understand code, configuration, and human language at scale, and to turn this understanding into security AI capabilities which will drive our company AI future security solutions.
We foster a hands-on, research-driven culture where youll work with large-scale data, modern ML infrastructure, and a global product footprint that impacts over 100,000 organizations worldwide.
Key Responsibilities
Your Impact & Responsibilities
As a Senior ML Research Engineer, you will be responsible for the end-to-end lifecycle of large language models: from data definition and curation, through training and evaluation, to providing robust models that can be consumed by product and platform teams.
Own training and fine-tuning of LLMs / seq2seq models: Design and execute training pipelines for transformer-based models (encoder-decoder, decoder-only, retrievalaugmented, etc.), and fine-tune open-source LLMs on our company-specific data (security content, logs, incidents, customer interactions).
Apply advanced LLM training techniques such as instruction tuning, preference / contrastive learning, LoRA / PEFT, continual pre-training, and domain adaptation where appropriate.
Work deeply with data: define data strategies with product, research and domain experts; build and maintain data pipelines for collecting, cleaning, de-duplicating and labeling large-scale text, code and semi-structured data; and design synthetic data generation and augmentation pipelines.
Build robust evaluation and experimentation frameworks: define offline metrics for LLM quality (task-specific accuracy, calibration, hallucination rate, safety, latency and cost); implement automated evaluation suites (benchmarks, regression tests, redteaming scenarios); and track model performance over time.
Scale training and inference: use distributed training frameworks (e.g. DeepSpeed, FSDP, tensor/pipeline parallelism) to efficiently train models on multi-GPU / multi-node clusters, and optimize inference performance and cost with techniques such as quantization, distillation and caching.
Collaborate closely with security researchers and data engineers to turn domain knowledge and threat intelligence into high-value training and evaluation data, and to expose your models through well-defined interfaces to downstream product and platform teams.
Requirements:
What You Bring
5+ years of hands-on work in machine learning / deep learning, including 3+ years focused on NLP / language models.
Proven track record of training and fine-tuning transformer-based models (BERT-style, encoder-decoder, or LLMs), not just consuming hosted APIs.
Strong programming skills in Python and at least one major deep learning framework (PyTorch preferred; TensorFlow).
Solid understanding of transformer architectures, attention mechanisms, tokenization, positional encodings, and modern training techniques.
Experience building data pipelines and tools for large-scale text / log / code processing (e.g. Spark, Beam, Dask, or equivalent frameworks).
Practical experience with ML infrastructure, such as experiment tracking (Weights & Biases, MLflow or similar), job orchestration (Airflow, Argo, Kubeflow, SageMaker, etc.), and distributed training on multi-GPU systems.
Strong software engineering practices: version control, code review, testing, CI/CD, and documentation.
Ability to own research and engineering projects end-to-end: from idea, through prototype and controlled experiments, to models ready for integration by product and platform teams.
Good communication skills and the ability to work closely with non-ML stakeholders (security experts, product managers, engineers).
This position is open to all candidates.
 
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8541239
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