דרושים Genai Research Engineer ב-Team8 ב-Israel, Tel-aviv

What will you do?

• Utilize the LLM-based core component of our product.
• Define and implement machine learning algorithms and methods for data retrieval from other components to the core.
• Continuously enhance our product’s core analysis capabilities by advancing LLM prompt techniques.
• Build and utilize an evaluation infrastructure for the LLM components in the product.
• Collaborate with cross-functional teams to integrate LLM solutions seamlessly into the product.

Who are you?

• 2+ years of experience deploying LLM models
• Experience with LLM, NLP, and data science Python libraries
• Deep understanding of LLM architecture, optimization, and prompting techniques
• Experience with building RAG-based applications.
• Experience in scalable and performant serving of LLM-based systems
• Experience with Python and high-scale production projects
• 5+ years of development experience
• All-around team player, fast, self-learning individual

Preferred Skills:

• Experience with LLMOps, embedding models, data pipelines, and vector databases
• Experience with Code GenAI and RAG in code generation, code analysis
• Experience with encoder-only models for code retrievals

Why Join Orchid Security?

• Join Orchid Security at an exciting stage and make a real impact on shaping the future of security infrastructure! We’re building cutting-edge technology and looking for brilliant, curious, and creative minds to grow with us.
• Great culture & perks – Competitive benefits, stock options, and exciting growth opportunities.
• Work-life balance – Wellness programs, fun employee events, and a dog-friendly office!
• Purpose-driven workplace – We actively support local communities and encourage employees to be ambassadors of change.
• If you’re ready for a fast-paced, rewarding journey, Orchid Security is the place to be!

Responsibilities

• Design, implement, and optimize scalable data pipelines for efficient data processing and analysis.
• Build and maintain robust data acquisition systems to gather, process, and store data from various sources.
• Work closely with DevOps engineers, Data Science and Product teams to understand their requirements and provide data solutions that meet business objectives.
• Proactively monitor data pipelines and production environments to identify and resolve issues promptly.
• Implement best practices for data security, integrity, and performance.
• Mentor and guide junior team members, sharing expertise and fostering their professional development.

Requirements

• 6+ years of experience in data or backend engineering, preferably with Python proficiency for data tasks.
• Demonstrated experience in designing, developing, and delivering sophisticated data applications
• Ability to thrive under pressure, consistently delivering results, and making strategic prioritization decisions in challenging situations.
• Hands-on experience with data pipeline orchestration and data processing tools, particularly Apache Airflow and Spark.
• Deep experience with public cloud platforms, preferably GCP, and expertise in cloud-based data storage and processing.
• Excellent communication skills and the ability to collaborate effectively with cross-functional teams.
• Bachelor’s degree in Computer Science, Information Technology, or a related field or equivalent experience.

Advantage:

• Familiarity with data science tools and libraries.
• Experience with Docker containers and Kubernetes.

About IONIX

What we’re looking for

What you’ll be doing

• Take part in developing the world’s leading Attack Surface Management solution.
• Address security, scalability, and performance challenges.
• Work closely with other team members and different teams within the R&D org.
• End-to-end ownership of features, from design through development and deployment.
• Take part in uncovering and resolving critical vulnerabilities for enterprise-level companies.
• Develop and maintain a cutting-edge cloud service following the market’s highest standards.

We’d love to hear from you if you have:

• 6+ years of hands-on backend development experience with large-scale, production-grade systems.
• Expertise in Python with proven experience (this is a must).
• A collaborative mindset and the ability to thrive in a fast-paced environment.
• Experience with cloud environments like Azure, AWS, or GCP.
• Familiarity with SaaS, serverless solutions, and microservice architecture.
• Skills in data flow pipeline design/implementation or knowledge of data engineering.
• Experience working closely with Data Analysts and understanding their needs.
• Strong coding skills and a solid grasp of large-scale architecture and design patterns.
• Experience with building production-grade ML mechanisms.
• A passion for tackling challenging legacy systems, transforming undocumented or hard-to-maintain code into clean, maintainable solutions.
• A passion for web security technologies and a deep understanding of network protocols (advantageous).
• A Bachelor’s degree in Computer Science/Engineering or equivalent experience.

What will you do?

• Design, manage, and optimize our cloud-based infrastructure
• Develop and maintain developer tools to streamline our workflows
• Provide guidance on best practices related to infrastructure and development cycles
• Troubleshoot and resolve complex production issues
• Assist in optimizing the development and deployment processes
• Collaborate closely with our entire R&D team to maximize their productivity and effectiveness

What should you have?

• At least 6 years of hands-on DevOps experience
• Proven skills with Kubernetes
• Extensive experience with Python programming
• Experience with AWS or other major cloud infrastructures; AWS experience preferred
• Experience working in an environment utilizing GitOps methodologies
• Experience in constructing complex CI/CD pipelines
• Familiarity with Infrastructure as Code (IaC) tools
• Advantage-Background as a software engineer
• Advantage – Previous experience in a SaaS company and start-up company

• Experience: 5+ years of experience working on high-scale distributed systems OR as an Infrastructure, Platform, or DevOps Engineer.
• Cloud-Native Infrastructure: Experience designing, building, and maintaining scalable infrastructure in cloud environments.
• Security & Compliance: Strong understanding of security best practices and compliance requirements for cloud-based systems.
• CI/CD & Developer Enablement: Proven ability to streamline developer workflows, improve build and deployment automation
• Kubernetes Expertise: Deep understanding of Kubernetes architecture, components, and main flows, including troubleshooting and optimization.
• Experience with AWS services
• Networking: deep knowledge of cloud networking, VPCs, and service discovery.
• Performance Optimization: Ability to analyze and optimize resource utilization, application performance, and cloud costs.
• Problem-Solving & Self-Learning: Highly motivated engineer with passion and strong self-learning ability.
• Collaborative in a Small, Fast-Paced Team: Comfortable working in a small, dynamic team, taking ownership, and wearing multiple hats when needed.
• Fun & Positive Attitude: A great team player – someone who makes work enjoyable and contributes to a positive culture.

Advantage:

• AI & LLM Integration: Familiarity with AI frameworks, LLMs, and their integration into platform systems. Understanding of how to optimize, deploy, and maintain AI-based services while addressing potential operational challenges.
• Infrastructure as Code (IaC): Extensive experience with Terraform (or equivalent IaC tools) for managing cloud infrastructure.
• Scripting & Automation: Strong ability to write automation and maintenance scripts using Python, Bash, or similar scripting languages.

Upon joining Port, you will build cutting-edge solutions using a modern tech stack to provide thousands of daily active developers, all over the world,, with their day-to-day needs in one single place.

At Port, we’re a platform by developers, for developers. Your role will encompass end-to-end design, implementation, and daily feature delivery, influencing our complex, scaled backend systems that cater to a wide user base.

Our stack is modern, with frontend tech like React + TypeScript, and backend components like NodeJS + TypeScript, Python, and Golang. We leverage databases like Kafka + Kafka Connect, Redis, and PostgreSQL. Your expertise will shape our codebase and contribute to team decisions.

Beyond technical work, you’ll assist in planning, grow our engineering team’s skills, and help recruit new talent. By contributing to our open-source projects, you will also take part in maintaining open sources and collaborate with developers around the world. At Port, you won’t just build; you’ll shape the future of developer experiences.

Who You’ll work with:

As a Fullstack Developer at Port, you’ll be joining a collaborative and dynamic team of talented and experienced developers where creativity and innovation thrive.

You’ll closely collaborate with our dedicated Product Managers and Designers, working hand in hand to bring our developer portal product to life.

Your input and expertise will have a significant impact on the product’s development, as it’s tailor-made for developers like you.

‍

• 6+ years of professional software engineering experience
• Experience in designing and developing complex systems, highlighting your ability to tackle challenging technical problems
• A collaborative team player skilled in driving initiatives to successful achievements.
• Experience in React + Typescript
• Experience in NodeJs + Typescript
• Advantages
• Experience in Python
• Experience in Golang
• Experience in Kafka, DocumentDB, OpenSearch, Redis, RedisGraph

What will you do?

• Building an E2E code and application analysis process for the analysts team.
• Continuous collaboration with the research and engineering teams.
• Communication with customers.
• Working, instructing, and assisting in scaling professional services.

Who are you?

• 3+ years of hands-on experience as a senior code/security/network/TI analyst.
• Proven knowledge and experience with Python, .NET, and Java.
• Experience with leading multiple projects simultaneously.
• Experience in process management and optimization.
• Experience in working with support teams and customers.
• Ability to operate in a fast-paced startup environment, work under pressure, and handle urgent incidents.
• Self-learning individual with problem-solving skills while acting as a team player.
• Excellent English verbal and written communication skills..

Why Join Orchid Security?

• Join Orchid Security at an exciting stage and make a real impact on shaping the future of security infrastructure! We’re building cutting-edge technology and looking for brilliant, curious, and creative minds to grow with us.
• Great culture & perks – Competitive benefits, stock options, and exciting growth opportunities.
• Work-life balance – Wellness programs, fun employee events, and a dog-friendly office!
• Purpose-driven workplace – We actively support local communities and encourage employees to be ambassadors of change.
• If you’re ready for a fast-paced, rewarding journey, Orchid Security is the place to be!