Full Stack Developer : Agentic AI
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תיאור המשרה המלא
המשרה המקורית · נשמר לעיוןSummary As a member of our ML group, you will design and build agentic GenAI systems used by chip design engineers to accelerate their day-to-day workflows. We are looking for a software engineer with strong backend skills, a product mindset, and the curiosity to bring LLM-powered agents into the toolchains and Linux environments where chips are actually designed. Success in this role means owning the agentic infrastructure end-to-end: from the platform our agents run on, to the integrations that let them safely act inside our customers' existing flows.
Description You will join a growing team of ML and software engineers building GenAI solutions for chip design teams. In this role, you will:
• Architect, build, and operate the agentic infrastructure our team relies on:including LLM orchestration, tool-calling layers, multi-agent workflows, and the services that host them.
• Design and implement software solutions for chip design engineers, translating their workflows into reliable, automated agent-driven systems.
• Integrate our agents and services with existing Linux-based environments, in-house tools developed by the team, and third-party EDA tools.
• Manage agentic and ML workflows in production to ensure performance, high availability, and resource efficiency.
• Deploy and maintain production services, with proactive monitoring to catch quality and infrastructure regressions before they reach users.
• Build automated evaluation frameworks to measure retrieval quality, agent execution, and LLM output accuracy across releases.
• Partner with CAD teams to integrate pipelines and agents into CI/CD, ensuring reliable deployments and safe rollbacks.
• Implement access controls, authentication, and secret-handling practices appropriate for working with sensitive design data.
• Collaborate closely with ML engineers, researchers, and our customer teams.
Minimum Qualifications
• 5+ years of full stack development experience, working with relational and NoSQL databases (e.g., MongoDB, SQL).
• Strong object-oriented programming and system design skills, with proficiency in both TypeScript and Python across frontend and backend development.
• Hands-on experience building dynamic web applications utilizing React for the frontend and Node.js or Python for the backend.
• Familiarity with microservices, containerization (Docker), orchestration (e.g., Kubernetes), and CI/CD practices (e.g., GitLab, GitHub Actions, Jenkins).
• Proven experience designing, developing, and scaling real-time and distributed systems.
• Hands-on experience deploying LLM-powered applications, agents, or related components (e.g., vector databases, RAG pipelines) in production.
• Excellent communication and collaboration skills, with the ability to bridge engineering teams and explain technical trade-offs clearly.
Preferred Qualifications
• Experience implementing observability practices and performance benchmarking pipelines to ensure AI system reliability.
• Familiarity with chip design or EDA environments.
• Experience with cloud platforms (e.g., AWS, GCP, or Azure)
• Prior experience in a fast-paced startup or agile product development environment.
• BSc or MSc in Computer Science, Computer Engineering, Electrical Engineering, or related fields.
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Role Number: 200674773-0865
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