Writing a Technical Resume for AI & Web3 Jobs That Gets Interviews

Recruiters spend an average of 6.2 seconds on initial resume screening. AI-powered applicant tracking systems (ATS) spend even less. Your resume needs to work for both audiences.

The ATS Problem

Over 90% of large companies use ATS software to filter resumes. If your resume isn't optimized for these systems, a human may never see it.

What ATS Systems Look For

• Keyword matching — Skills and tools mentioned in the job description
• Standard formatting — No tables, columns, or graphics that confuse parsers
• Clear section headers — "Experience," "Education," "Skills" (not creative alternatives)
• File format — PDF is safest (some ATS struggle with .docx)

Resume Structure for AI/Web3 Roles

1. Header - Name, location (city, country), email, LinkedIn, GitHub - Optional: Personal website, ENS name (.eth)

2. Professional Summary (2-3 lines)

Bad: "Passionate developer looking for opportunities in blockchain."

Good: "Smart contract engineer with 3 years building DeFi protocols. Shipped contracts handling $50M+ TVL. Expertise in Solidity, Foundry, and security auditing. Previously at [Company]."

3. Skills Section

Organize by category: - Languages: Solidity, Rust, TypeScript, Python - Frameworks: Foundry, Hardhat, React, Next.js - Blockchain: Ethereum, Solana, L2s (Arbitrum, Optimism) - AI/ML: PyTorch, LangChain, RAG, Fine-tuning

4. Experience (Most Important)

Use the STAR+Impact format:

5. Projects (Critical for Web3)

For each project: - Name and one-line description - Tech stack used - Link to live demo and/or GitHub - Key metric or achievement

6. Education - Keep brief unless you're a recent graduate - Relevant certifications (AWS, Chainlink, etc.)

Common Mistakes

• Listing every technology you've ever touched — Focus on what's relevant to the role
• No quantifiable results — "Improved performance" vs. "Reduced gas costs by 40%"
• Multi-page resumes for <10 years experience — One page is ideal
• Generic resume for every application — Customize skills section per role
• Spelling mistakes — Instant disqualification at most companies

AI-Specific Tips

• Mention specific models you've worked with (GPT-4, Llama, Mistral)
• Quantify model performance (accuracy, latency, cost savings)
• Include deployment experience (not just notebook work)
• Mention MLOps tools (MLflow, W&B, Kubeflow)

Web3-Specific Tips

• Link to deployed contracts (Etherscan/Solscan)
• Mention audit experience (both performing and receiving audits)
• Include TVL or transaction volume metrics
• Reference security measures implemented

"The resumes that get my attention immediately are the ones where every bullet point has a number. '$50M TVL,' '40% gas reduction,' '99.9% uptime.' Numbers tell me you think about impact, not just activity." — Hiring manager at a top DeFi protocol

FAQ