Top ATS Resume Keywords by Role

Applicant Tracking Systems at tech companies look for specific programming languages, distributed systems concepts, cloud infrastructure, and verifiable metrics rather than generic responsibilities.

Product Manager ATS filters heavily prioritize business impact metrics (ARR, conversion rate, retention), product-led growth (PLG) terminology, cross-functional leadership, and agile roadmapping.

Data science and AI resumes must showcase statistical foundations, production model deployment, data pipeline engineering, and tangible business or operational outcomes.

DevOps and Site Reliability Engineering resumes must highlight infrastructure as code, uptime reliability, deployment frequency, automated testing, and cloud cost governance.

Full Stack resumes must prove end-to-end competency: responsive modern user interfaces, performant APIs, normalized database designs, and seamless cloud deployments.

Frontend ATS parsers prioritize modern component frameworks (React, Next.js, Vue), state management, accessibility (a11y), responsive design, and measurable Core Web Vitals optimizations.

Data Analyst ATS filters look for advanced SQL capabilities, business intelligence platforms (Power BI, Tableau), statistical analysis, and clear executive decision support.

Security resumes need to highlight threat hunting, incident response, SIEM telemetry, vulnerability management, zero trust architecture, and compliance standards (SOC 2, ISO 27001).

Cloud Architect ATS filters seek multi-cloud expertise (AWS, Azure, GCP), high-availability system architecture, infrastructure as code (Terraform), and cloud financial management (FinOps).

QA and SDET resumes must demonstrate automated test suite development (Playwright, Selenium, Cypress), API testing, load testing, CI/CD test gates, and bug escape reduction.

Mobile developer ATS screeners focus on native platforms (Swift/SwiftUI, Kotlin/Jetpack Compose), cross-platform frameworks (React Native, Flutter), offline caching, and app performance.

UI/UX Designer ATS filters look for design systems, user research, prototyping (Figma), interaction design, usability testing, and metric-proven conversion increases.

Engineering leadership resumes must prove people management (1:1s, performance reviews), technical architecture oversight, recruitment, and delivery velocity metrics (DORA).

Scrum Master ATS filters look for Agile frameworks (Scrum, Kanban, SAFe), team velocity improvements, ceremony facilitation, backlog grooming, and impediment resolution.

SysAdmin resumes need to highlight Linux/Windows server administration, virtualization (VMware, Proxmox), automated scripting (Bash, Python), backup/restore DR, and server uptime.

Business Analyst ATS parsers focus on requirements elicitation (BRD, FRD, PRD), user story authoring in Jira, stakeholder management, SQL data validation, and process modeling (BPMN).

Finance resumes must highlight three-statement financial modeling, variance analysis, budget forecasting, SaaS unit economics, ERP systems (NetSuite, SAP), and EBITDA impact.

Blockchain ATS parsers evaluate smart contract engineering (Solidity, Rust), security audits, testing suites (Foundry, Hardhat), decentralized storage, and gas optimization.

Marketing resumes must prove ROI-driven acquisition (CAC, ROAS), conversion rate optimization (CRO), search engine optimization (SEO), lifecycle retention, and marketing analytics.

AI and Large Language Model (LLM) engineering resumes must highlight production inference, RAG architectures, model fine-tuning (LoRA), prompt evaluation, and vector storage.