Resume Guides & ATS Insights
Data-backed guides built from analyzing real job listings. Find the exact skills, keywords, and formats that get past ATS and into interviews.
Accountant / CPA
We analyzed 412 accounting job listings in 2026 amid a structural CPA shortage. See the exact GAAP, ERP, automation, and SOX keywords that get accountants hired at Big Four and Fortune 500.
AI / ML Engineer
We analyzed 387 AI/ML engineer job listings in 2026. See the exact PyTorch, LLM fine-tuning, RAG, and MLOps keywords that pass AI-powered resume screens at OpenAI, Anthropic, and FAANG.
Business Analyst
We analyzed 372 business analyst job listings in 2026. See the exact SQL, Tableau, JIRA, and Agile keywords that pass ATS screens at Fortune 500, SaaS, and consulting firms.
Cloud Solutions Architect
We analyzed 234 cloud solutions architect job listings in 2026. See the exact AWS, Azure, GCP, Terraform, and Kubernetes keywords that pass ATS screens at Fortune 500 and high-growth startups.
Customer Service Representative
We analyzed 389 customer service job listings in 2026. See the exact CRM skills, de-escalation evidence, and AI agent-assist tool fluency that separate hired candidates from 'script readers.'
Cybersecurity Analyst
We analyzed 401 cybersecurity analyst job listings in 2026. See the exact Splunk, Sentinel, MITRE ATT&CK, and CISSP keywords that pass ATS screens at Fortune 500, defense contractors, and high-growth startups.
Data Engineer
We analyzed 348 data engineer job listings in 2026. See the exact SQL, Python, Spark, Snowflake, and dbt keywords that pass ATS screens at FAANG, Databricks, and Snowflake.
Data Scientist
We analyzed 289 data scientist job listings in 2026. See the exact Python, SQL, A/B testing, and causal inference keywords that pass ATS screens at FAANG, Netflix, and high-growth startups.
DevOps Engineer
We analyzed 212 DevOps engineer job listings in 2026. See the exact Kubernetes, Terraform, GitHub Actions, and AWS keywords that pass ATS screens at high-growth startups and Fortune 500.
Digital Marketing Manager
We analyzed 301 digital marketing manager job listings in 2026. See the exact Google Ads, Meta Ads, GA4, HubSpot, and SEO/SEM keywords that pass ATS screens at high-growth startups and Fortune 500.
Entry-Level / College Graduate
Your first resume doesn't need experience — it needs strategy. We analyzed 300+ entry-level job listings to find what new grads should actually put on their resume in an AI-mediated hiring market.
Executive Assistant
We analyzed 372 executive assistant job listings in 2026. See the exact calendar management, travel coordination, C-suite communication, and confidentiality keywords that pass ATS screens at Fortune 500 and high-growth startups.
Financial Analyst
We analyzed 401 financial analyst job listings in 2026. See the exact DCF modeling, Excel, SQL, Python, and CFA keywords that pass ATS screens at investment banks, Fortune 500, and high-growth startups.
Full Stack Developer
We analyzed 345 full stack developer job listings in 2026. See the exact React, Next.js, Node.js, TypeScript, PostgreSQL, and AWS keywords that pass ATS screens at tech startups and Fortune 500.
Graphic Designer
We analyzed 264 graphic designer job listings in 2026. See the exact Adobe Creative Suite, Figma, brand identity, and AI-assisted design keywords that pass ATS screens at agencies and tech companies.
HR Manager
We analyzed 356 HR Manager job listings in 2026. See the exact Workday, people analytics, AI-recruiting, and compensation-benchmarking keywords that pass ATS screens for $100k+ roles.
Medical Assistant (Clinical & Administrative)
We analyzed 342 medical assistant job listings in 2026. See the exact clinical skills, EMR fluency, CCMA/CMA/RMA credentials, and AI-documentation awareness employers filter for.
Product Manager
We analyzed 310 PM job listings in 2026. See the metrics, frameworks, and AI-product-management signals that top PM resumes use to stand out — and the ones that get silently discarded.
Project Manager (PMP)
We analyzed 342 project manager job listings in 2026. See the exact PMP, hybrid Agile-Waterfall, risk-management, and agentic-AI-tooling keywords that pass ATS screens for $130k+ roles.
React Developer
We analyzed 268 React developer job listings in 2026. See the exact Hooks, TypeScript, Next.js App Router, state management, and AI-assisted coding keywords that pass ATS screens at startups and Fortune 500.
Registered Nurse (RN)
We analyzed 397 registered nurse job listings in 2026. See the exact EMR skills (Epic/Cerner), specialty certifications (CCRN, CEN, OCN), and license formatting hospitals enforce.
Sales Manager / AE
We analyzed 289 sales listings in 2026. See the exact quota-attainment metrics, team-coaching signals, RevOps tools, and AI-selling keywords (Gong, Lavender) that define top performers at both AE and Manager level.
Software Engineer (FAANG)
We analyzed 412 FAANG and Big Tech software engineer job listings in 2026. See the exact system design vocabulary, scale metrics, and leveling signals that pass the 6-second recruiter screen.
Teacher / K-12 Educator
We analyzed 411 teacher and educator job listings in 2026. See the exact certifications, student-outcome data, and AI classroom tools (MagicSchool, Brisk) that districts filter for.
UX/UI Designer
We analyzed 165 UX/UI and product designer job listings in 2026. See the Figma AI fluency, case-study format, and design-engineer signals that get designers hired.