role stringlengths 5 19 | ats_keywords stringlengths 108 130 |
|---|---|
Software Engineer | Python, Java, JavaScript, REST APIs, microservices, CI/CD, Docker, Kubernetes, AWS, unit testing, Agile, Git, SQL, system design |
Data Scientist | Python, R, SQL, machine learning, pandas, scikit-learn, TensorFlow, PyTorch, data visualization, A/B testing, statistics, ETL, NLP |
Data Analyst | SQL, Excel, Power BI, Tableau, Python, data cleaning, dashboards, KPIs, reporting, statistical analysis, ETL, forecasting |
Product Manager | roadmap, stakeholder management, user research, A/B testing, KPIs, agile, backlog, go-to-market, wireframing, prioritization, OKRs |
Frontend Developer | React, TypeScript, HTML, CSS, JavaScript, Redux, responsive design, accessibility, webpack, testing, REST, UI/UX |
Backend Developer | Node.js, Python, Java, Go, SQL, NoSQL, REST, GraphQL, microservices, Redis, message queues, Docker, scalability |
DevOps Engineer | AWS, Azure, Terraform, Kubernetes, Docker, CI/CD, Jenkins, Ansible, monitoring, Prometheus, Linux, IaC, scripting |
Cloud Engineer | AWS, Azure, GCP, Terraform, Kubernetes, Docker, networking, IAM, serverless, cost optimization, CI/CD, Linux |
Marketing Manager | SEO, SEM, Google Analytics, content strategy, campaign management, CRM, HubSpot, brand, ROI, social media, email marketing |
Digital Marketer | SEO, Google Ads, Meta Ads, analytics, conversion rate, content marketing, email, funnels, A/B testing, copywriting |
Business Analyst | requirements gathering, SQL, stakeholder management, process mapping, UML, JIRA, documentation, gap analysis, KPIs |
Project Manager | Agile, Scrum, stakeholder management, risk management, budgeting, JIRA, roadmap, PMP, resource planning, delivery |
UX Designer | user research, wireframing, prototyping, Figma, usability testing, design systems, information architecture, accessibility |
HR Manager | recruitment, onboarding, employee relations, HRIS, performance management, compliance, payroll, talent acquisition |
Accountant | GAAP, reconciliation, accounts payable, accounts receivable, financial reporting, Excel, QuickBooks, auditing, taxation |
Sales Manager | CRM, pipeline, quota, B2B, negotiation, forecasting, lead generation, Salesforce, account management, closing |
Nurse | patient care, EHR, vital signs, medication administration, care plans, HIPAA, triage, clinical documentation, BLS |
Mechanical Engineer | CAD, SolidWorks, AutoCAD, GD&T, FEA, prototyping, manufacturing, tolerances, thermodynamics, project management |
Civil Engineer | AutoCAD, structural analysis, project management, surveying, construction, estimation, STAAD, site planning, safety |
Teacher | curriculum design, lesson planning, classroom management, assessment, differentiated instruction, EdTech, student engagement |
ATS Resume Keywords by Role
A curated dataset of the highest-value ATS (Applicant Tracking System) keywords for 20 common roles — the terms recruiter software scans for when ranking resumes. Useful for resume optimization, keyword-gap analysis, and career NLP projects.
Columns
role— job roleats_keywords— comma-separated high-signal keywords ATS software looks for in that role
Example use
Compare a candidate's resume text against the keyword set for their target role to compute an ATS keyword-match score.
Build an ATS-optimized resume free
This dataset powers the keyword logic behind Craftez My Resume — a free, AI-powered resume builder with a live ATS score, 200+ templates, and unlimited PDF/Word export. No signup, no paywall.
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