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JD DECODER GUIDES

Job Description Guide 2026

Most JDs are wishlists. Learn which skills are actually required, which are fluff, how to spot red flags, and how to tailor your resume to pass ATS and land the interview.

● 19 role guides·ATS keywords per role·Free

Technology

6 roles
20+ ATS keywords

Software Engineer

Decode software engineer job descriptions: what 'must have' skills really mean, ATS keywords, red flags, and how to tailor your resume to pass the filter every time.

software engineerbackend development
→
20+ ATS keywords

Frontend Developer

Decode frontend developer job descriptions: React vs. Angular debates, CSS-in-JS buzzwords, performance expectations, and exactly how to tailor your resume for any frontend role.

ReactTypeScript
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20+ ATS keywords

Backend Developer

Master backend developer job descriptions: required vs. optional skills, API design expectations, database knowledge, and resume tailoring strategies that get callbacks.

backend developmentREST API
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20+ ATS keywords

DevOps Engineer

Understand DevOps engineer job descriptions: Kubernetes vs Docker questions, CI/CD tool expectations, cloud provider requirements, and how to write a resume that stands out in a crowded field.

DevOpsKubernetes
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20+ ATS keywords

ML Engineer

Understand ML engineer job descriptions: how they differ from data scientist roles, MLOps skills that matter, production deployment expectations, and resume tailoring for ML engineering roles.

machine learning engineeringMLOps
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20+ ATS keywords

Cloud Architect

Understand cloud architect job descriptions: multi-cloud vs. single-cloud expectations, certification requirements, design pattern knowledge, and how to build a cloud architect resume that commands senior attention.

cloud architectureAWS
→

Analytics

3 roles
20+ ATS keywords

Data Analyst

Understand data analyst job descriptions inside-out: required SQL/Python skills, ATS keywords, what 'data-driven decision making' really means, and how to tailor your resume to stand out.

data analysisSQL
→
20+ ATS keywords

Data Scientist

Navigate data scientist job descriptions: the ML skills that actually matter, Python stack expectations, industry-specific requirements, and resume strategies for getting past the PhD filter.

data sciencemachine learning
→
20+ ATS keywords

Business Analyst

Decode business analyst job descriptions: requirements gathering vs. data analysis roles, what stakeholder management really means, must-have skills, and how to tailor your BA resume.

business analysisrequirements gathering
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Product

2 roles
20+ ATS keywords

Product Manager

Crack product manager job descriptions: what PMs actually do vs. what JDs say, must-have vs. fluff skills, ATS keywords, and how to make your PM resume pass the ATS filter.

product managementproduct roadmap
→
20+ ATS keywords

Associate Product Manager

Land your first APM role: what APM job descriptions look for, how to position internships and projects as PM experience, ATS keywords, and tailoring strategies for entry-level PM applications.

associate product managerAPM
→

Design

1 role
20+ ATS keywords

UX Designer

Understand UX designer job descriptions: Figma vs. Sketch debates, research requirements, portfolio expectations, and how to make your design resume pass both ATS and portfolio review.

UX designFigma
→

Management

2 roles
20+ ATS keywords

Project Manager

Decode project manager job descriptions: PMP vs. Agile debate, stakeholder management expectations, delivery metrics, and how to tailor your PM resume for maximum callback rate.

project managementPMP
→
20+ ATS keywords

Operations Manager

Navigate operations manager job descriptions: supply chain vs. business operations vs. tech ops roles, process improvement expectations, and resume strategies that demonstrate operational impact.

operations managementprocess improvement
→

Marketing

2 roles
20+ ATS keywords

Marketing Manager

Understand marketing manager job descriptions: digital vs. brand roles, campaign metrics, channel ownership, and how to tailor your resume to show the ROI marketing managers are hired to deliver.

marketing managementdigital marketing
→
20+ ATS keywords

Content Writer

Decode content writer job descriptions: SEO content vs. technical writing vs. brand content roles, what 'portfolio required' means, and how to position your writing resume for maximum callbacks.

content writingSEO
→

Finance

1 role
20+ ATS keywords

Finance Analyst

Understand finance analyst job descriptions: FP&A vs. investment banking roles, Excel and SQL expectations, industry-specific knowledge, and how to position your finance resume for maximum impact.

financial analysisFP&A
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People

1 role
20+ ATS keywords

HR Manager

Decode HR manager job descriptions: HRBP vs. generalist roles, talent acquisition vs. people operations, core compliance knowledge, and resume tailoring strategies for HR professionals.

HR managementtalent acquisition
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Sales

1 role
20+ ATS keywords

Sales Manager

Decode sales manager job descriptions: SDR vs. AE vs. manager roles, quota and OTE expectations, CRM requirements, and how to position your sales resume with the right metrics.

sales managementquota
→

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