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Semiconductors & chip design
Design, verify, and bring up integrated circuits, from RTL to tape-out and silicon validation. Specialist tools include ChipAgents, Neosyn, ChipNexus (formerly Primis AI) and Cognichip.
Common tasks
Roles in this sector
RTL design engineerDesign verification engineerPhysical design engineerVLSI traineeGraduate ASIC engineerDFT engineerSTA engineerSynthesis engineerAnalog mixed-signal design engineerAnalog layout engineerSoC architectCAD engineerPost-silicon validation engineerSemiconductor product engineerSemiconductor process engineerSemiconductor packaging engineerFPGA design engineerFPGA verification engineerSenior design verification engineerPhysical design leadPrincipal ASIC engineerVLSI design managerDirector of silicon engineering
Plus 32 general business roles such as project manager. Mapped to ISIC Revision 4 section C. Classification source ↗
Specialist tools
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| ChipAgentsChipAgents | Agentic AI for semiconductor RTL design and design verification. | Contact sales | Tool | Site checked |
| NeosynNeosyn | LLM-friendly HDL (C-Ground) that compiles to Verilog, with an MCP agent toolkit and simulator. | Paid | Tool + MCP | Site checked |
| ChipNexus (formerly Primis AI)ChipNexus | Generative AI for chip and hardware design automation. Formerly Primis AI. | Contact sales | Tool | Site checked |
| CognichipCognichip | Artificial Chip Intelligence (ACI): an AI model and enterprise platform for designing chips. | Contact sales | Tool | Site checked |
| Siemens Aprisa AISiemens EDA | AI built into the Aprisa place-and-route tool to speed physical design and improve power, performance and area. | Contact sales | Tool | Site checked |
| Cadence.AICadence Design Systems | Cadence AI portfolio for agentic workflows, AI-driven IC and SoC design, AI verification, PCB design and multiphysics analysis. | Contact sales | Tool | Site checked |
| Synopsys AgentEngineerSynopsys | Synopsys agentic AI for chip and system engineering: AgentEngineer agents on the Autopilot platform. | Contact sales | Tool | Site checked |
| Veecle ChiplabVeecle | Gives AI agents hardware knowledge, simulations and virtual devices to build and validate firmware. | Free + paid | Tool + MCP | Site checked |
| MATLABMathWorks | Numerical computing environment with AI-assisted code generation and toolboxes. | Pricing not verified | Tool | Unconfirmed listing |
General tools that also apply
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| Amazon Q DeveloperAmazon Web Services | Generate code changes, troubleshoot applications, and assist with modernization through IDE and terminal workflows. | Free + paid | Tool | Source reviewed |
| CursorCursor | Use codebase context to generate, edit, and review software through an AI editor, terminal agent, and cloud agents. | Free + paid | Tool | Source reviewed |
| GitHub CopilotGitHub | Draft and edit code, review changes, and run coding tasks across GitHub, the editor, and terminal. | Free + paid | Tool | Source reviewed |
| JetBrains AI AssistantJetBrains | Bring code-aware chat, inline assistance, refactoring help, and coding agents into supported JetBrains IDEs. | Free + paid | Tool | Source reviewed |
| Tricentis TestimTricentis | Create and maintain web, mobile, and Salesforce tests using recording, AI locators, and assisted test authoring. | Free + paid | Tool | Source reviewed |
| Snyk CodeSnyk | Scan source code for vulnerabilities, explain findings, and suggest fixes inside developer workflows. | Free + paid | Tool + MCP | Source reviewed |
| n8nn8n | Build visual automations and AI agents with API connections and code steps. | Free + paid | Tool | Source reviewed |
| DifyDify | Build and deploy AI applications with visual workflows, knowledge retrieval, and multiple model providers. | Free + paid | Tool | Source reviewed |
| ClaudeAnthropic | A conversational assistant for documents, research, analysis, and software work. | Free + paid | Tool | Source reviewed |
| ChatGPTOpenAI | An assistant for writing, research, files, images, data exploration, and coding. | Free + paid | Tool | Source reviewed |
| RapidWorkersNot verified | Hire real people for AI data collection (photos, audio, video), app testing and microtasks. | Pricing not verified | Tool + MCP | Site checked |
| ReplitReplit | Cloud IDE and agent that builds and deploys apps from prompts. | Paid | Tool | Site checked |
No paid ranking. Reviewed 2026-11-04. Tool fit is an editorial suggestion based on published capabilities. See sources & methodology →