ATS-Friendly Resume Example

Consulting & StrategyMid Level (3-5 years)ATSKeywordsFormatting

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ATS-Friendly resume samples

Three complete resumes, each in a different design.

ATS-Friendly resume example, ATS-Friendly Software, page 1

ATS-Friendly resume example, Career changer, page 1

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What makes a strong ATS-Friendly resume?

Updated August 2026

For a mid-level professional targeting diverse roles, an ATS-friendly resume must effectively convey both strategic leadership and technical prowess. Hiring managers in this broad “Other” industry often seek candidates who demonstrate quantifiable impact and proficiency with industry-standard tools. Key achievements like leading projects to “98% on-time and within-budget delivery,” improving “team efficiency by 15%,” or contributing to a “7% increase in client revenue” are crucial. Certifications such as Project Management Professional (PMP) and Certified ScrumMaster (CSM) serve as essential keywords for ATS and signal specialized expertise to recruiters.

Why this example works

The example resume for David O'Brien effectively addresses these requirements. His experience section highlights significant contributions, such as leading “5+ cross-functional technology implementation projects valued at over $2M” and streamlining processes to reduce “monthly reporting time by 25 hours.” The skills section is strategically segmented into “Project Management,” “Data Analysis & Reporting,” and “Business Tools & Platforms,” featuring specific ATS-friendly keywords like Agile, Jira, SQL, Python, Tableau, and Salesforce. The inclusion of certifications like PMP, CSM, and Tableau Desktop Specialist further reinforces his qualifications and makes him discoverable through ATS filters.

ATS-Friendly resume example (text version)

David O'Brien · ATS-Friendly

Summary

Highly analytical and results-driven professional with 6 years of experience in project management and data analysis, specializing in optimizing business operations and enhancing client satisfaction. Proven ability to design and implement ATS-friendly resume Formatting strategies that effectively incorporate industry Keywords. Adept at leveraging data insights to drive strategic decisions and improve organizational efficiency across diverse industries.

Experience

Project Manager · Global Solutions Inc.

Chicago, IL · 2021 - Present

Led 5+ cross-functional technology implementation projects valued at over $2M, consistently achieving 98% on-time and within-budget delivery.
Managed project lifecycles from initiation to closure, improving team efficiency by 15% through Agile methodologies.
Facilitated stakeholder communication and risk mitigation strategies, resulting in a 20% reduction in critical project issues.
Developed and optimized project reporting dashboards, providing real-time insights to senior leadership.

Senior Business Analyst · Tech Innovations Group

Chicago, IL · 2018 - 2021

Analyzed complex datasets using SQL and Python to identify key business opportunities, contributing to a 7% increase in client revenue.
Streamlined reporting processes by automating data extraction and visualization in Tableau, reducing monthly reporting time by 25 hours.
Collaborated with product teams to define system requirements for new software features, improving user adoption by 20% post-launch.
Conducted comprehensive market research and competitive analysis to inform product development and strategic planning.

Business Analyst · Consultancy Partners LLC

Chicago, IL · 2017 - 2018

Supported senior consultants in client engagements, contributing to successful project delivery for initiatives valued at over $5M.
Developed detailed financial models and forecasts, improving budget accuracy by 10% for quarterly reviews.
Gathered and documented business requirements through client interviews and workshops, ensuring alignment with project goals.
Prepared and presented data-driven reports and recommendations to clients, facilitating informed decision-making.

Education

Bachelor of Science in Business Administration, Finance Concentration · University of Illinois Urbana-Champaign

Urbana, IL · 2013 - 2017

GPA: 3.8/4.0, Dean's List (all semesters)
Member, Business Honors Program
Relevant Coursework: Financial Modeling, Statistical Analysis, Project Management

Skills

Project Management:AgileScrumWaterfallPMBOKJiraConfluence

Data Analysis & Reporting:SQLTableauMicrosoft Excel (Advanced)Python (Pandas, NumPy)Power BIGoogle Analytics

Business Tools & Platforms:SalesforceSAP ERPMicrosoft Office SuiteSlackAsanaZendesk

ATS-Friendly resume example: ATS-Friendly Software

Tyler Bennett · ATS-Friendly

Summary

Detail-oriented Software Engineer with 6 years of experience in developing scalable web applications and optimizing system performance. Proficient in applying ATS-Friendly resume Formatting strategies to highlight key technical skills and relevant industry Keywords. Proven track record of delivering robust software solutions, improving operational efficiency, and collaborating effectively with cross-functional teams to achieve project goals.

Experience

Senior Software Engineer · Innovatech Solutions

Seattle, WA · 2022 - Present

Led the design and implementation of a new microservices architecture for a core product, reducing latency by 35% and increasing scalability to handle 5M daily requests.
Optimized database queries and indexing strategies in PostgreSQL, leading to a 40% improvement in data retrieval times for critical reports.
Mentored junior engineers, facilitating code reviews and knowledge sharing sessions which improved team code quality by 20% and accelerated onboarding by two weeks.
Developed and maintained CI/CD pipelines using GitLab CI, reducing deployment failures by 25% and accelerating release cycles by 15%.
Collaborated with product teams to translate business requirements into technical specifications, successfully launching 3 major features ahead of schedule.

Software Engineer · NextGen Technologies

Redmond, WA · 2019 - 2022

Contributed to the development of a high-traffic e-commerce platform using Python/Django and React, serving over 1M active users monthly.
Implemented RESTful APIs for mobile and web clients, improving data consistency and reducing API response times by 20%.
Participated in agile development sprints, consistently delivering features within two-week cycles and reducing technical debt by 10% each quarter.
Developed automated testing suites (unit, integration, end-to-end) which increased code coverage to 90% and reduced production bugs by 30%.
Managed cloud resources on AWS (EC2, S3, RDS), ensuring 99.9% uptime for critical services and optimizing resource allocation for cost savings of 15%.

Junior Software Developer · Digital Dynamics Inc.

Portland, OR · 2018 - 2019

Developed and maintained internal tools using Java and Spring Boot, automating routine tasks and saving 10 staff hours per week.
Assisted in refactoring legacy codebase to improve modularity and maintainability, reducing reported bugs by 18%.
Collaborated with senior engineers on debugging and troubleshooting production issues, resolving 50+ critical incidents.
Gained foundational experience in version control with Git, participating in daily stand-ups and code reviews.
Created comprehensive technical documentation for new features and bug fixes, improving developer onboarding efficiency by 20%.

Education

Master of Science in Computer Science · University of Washington

Seattle, WA · 2020 - 2022

Specialization in Distributed Systems and Cloud Computing.
Relevant Coursework: Advanced Algorithms, Cloud Infrastructure, Machine Learning Engineering, System Design.
Graduated with a GPA of 3.9/4.0.

Bachelor of Science in Computer Science · Oregon State University

Corvallis, OR · 2014 - 2018

Graduated Magna Cum Laude with a GPA of 3.8/4.0.
Relevant Coursework: Data Structures, Object-Oriented Programming, Database Management Systems, Operating Systems, Web Development.
Capstone Project: Developed an IoT Home Automation System using Raspberry Pi and Python, achieving 99% device uptime.

Skills

Programming Languages:PythonJavaJavaScriptTypeScriptGoSQL

Web Technologies:DjangoReactNode.jsSpring BootRESTful APIsGraphQL

Cloud Platforms & DevOps:AWS (EC2, S3, RDS, Lambda, EKS)DockerKubernetesGitLab CI/CDTerraformJenkins

Databases:PostgreSQLMySQLMongoDBRedisDynamoDB

Tools & Methodologies:GitJiraConfluenceAgileScrumTest-Driven Development

ATS-Friendly resume example: Career Changer

Leila Nazari · ATS-Friendly

Summary

Highly adaptable and results-oriented professional with 5 years of combined experience in scientific research and data analysis, successfully transitioning to a career in data science. Proficient in applying analytical methodologies to complex datasets, developing actionable insights, and optimizing processes. Adept at leveraging data insights to drive strategic decisions and utilizing ATS-friendly resume Formatting to highlight relevant skills and industry Keywords.

Experience

Data Scientist · Quantum Innovations

San Francisco, CA · 2023 - Present

Developed and deployed machine learning models, improving fraud detection accuracy by 18% and reducing false positives by 12% for financial services clients.
Led the end-to-end analytics for a key product feature launch, driving a 25% increase in user engagement within the first quarter post-release.
Optimized SQL queries and Python scripts for data extraction and transformation, resulting in a 30% reduction in processing time for daily reports.
Collaborated with cross-functional teams to translate business requirements into technical specifications, facilitating the successful implementation of 4 new data products.

Junior Data Analyst · Analytics Nexus

Seattle, WA · 2020 - 2021

Analyzed large datasets using Python and R to identify trends and patterns, contributing to a 15% improvement in marketing campaign targeting.
Created interactive dashboards and reports using Tableau, enabling stakeholders to monitor key performance indicators (KPIs) and make data-driven decisions.
Assisted senior analysts in developing predictive models for customer churn, leading to a 10% reduction in customer attrition rate within six months.
Automated routine data cleaning and preprocessing tasks, saving approximately 5 hours per week for the analytics team.

Research Assistant · University of Washington

Seattle, WA · 2019 - 2020

Conducted laboratory experiments and data collection, successfully completing over 20 projects related to genetic sequencing and cellular analysis.
Managed and maintained a database of over 5,000 biological samples, ensuring data integrity and accessibility for research teams.
Performed statistical analysis on experimental results using R and Excel, contributing to 2 peer-reviewed publications.
Presented research findings at departmental seminars, effectively communicating complex scientific concepts to diverse audiences.

Education

Master of Science in Data Science · University of California, Berkeley

Berkeley, CA · 2021 - 2023

Achieved 3.9/4.0 GPA, specializing in machine learning and predictive analytics.
Master's Thesis: 'Predicting Protein Folding Patterns using Deep Learning Architectures'.
Relevant Coursework: Advanced Machine Learning, Statistical Modeling, Big Data Systems, Data Visualization.

Bachelor of Science in Biology, Magna Cum Laude · University of Washington

Seattle, WA · 2015 - 2019

Graduated with honors, maintaining 3.8/4.0 GPA.
Honors Thesis: 'Investigating Genetic Markers for Disease Susceptibility in Zebrafish Models'.
Relevant Coursework: Biostatistics, Genetics, Organic Chemistry, Research Methods.

Skills

Programming & Databases:Python (Pandas, NumPy, Scikit-learn, TensorFlow, Keras)R (ggplot2, dplyr)SQL (PostgreSQL, MySQL)NoSQL (MongoDB)GitSpark

Machine Learning & Statistics:Predictive ModelingClassificationRegressionClusteringNatural Language Processing (NLP)A/B TestingStatistical Hypothesis Testing

Data Visualization & Tools:TableauPower BIMatplotlibSeabornJupyter NotebooksMS Excel (Advanced)

Cloud & Big Data:AWS (S3, EC2, Lambda)AzureGoogle Cloud Platform (GCP)DockerKubernetes

Professional Skills:Data StorytellingCross-functional CollaborationProblem SolvingATS-friendly resume FormattingIndustry KeywordsScientific Communication

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Example by JobSprout

ATS-Friendly resume summary example

Highly analytical and results-driven professional with 6 years of experience in project management and data analysis, specializing in optimizing business operations and enhancing client satisfaction. Proven ability to design and implement ATS-friendly resume Formatting strategies that effectively incorporate industry Keywords. Adept at leveraging data insights to drive strategic decisions and improve organizational efficiency across diverse industries.

ATS-Friendly resume skills and keywords

Recruiters and applicant tracking systems scan ATS-Friendly resumes for these skills and keywords. Include the ones that match your experience and mirror the wording in the job description. Check your resume against them with the free ATS checker.

Hard skills

Keyword OptimizationApplicant Tracking SystemsResume FormattingJob Description AnalysisResume ParsingBoolean SearchCareer CoachingContent OptimizationData ExtractionText AnalyticsTalent Acquisition ProcessesDocument Structuring

Tools & software

LinkedIn RecruiterTaleoWorkdayGreenhouseMicrosoft WordGrammarly

Certifications

PHR CertificationSHRM-CPCPRW CertificationAIRS Certification

Soft skills

Analytical ThinkingAttention to DetailProblem SolvingClient CommunicationStrategic PlanningInformation Synthesis

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Frequently Asked Questions

What's the best format for an ATS-Friendly resume for a mid-level professional?

For a mid-level professional, an ATS-friendly resume requires a simple, clean, and reverse chronological format. Use standard fonts like Calibri or Arial, and avoid complex graphics, tables, or text boxes that can confuse ATS. Ensure clear headings for sections like Contact Information, Professional Summary, Experience, Skills, and Education. Focus on content over elaborate design.

Which skills should I emphasize to make my resume ATS-Friendly?

To make your resume ATS-friendly, meticulously integrate keywords from the job description into your skills section and throughout your experience bullet points. Include both hard skills specific to your industry and soft skills mentioned in the job posting. A dedicated 'Key Skills' section using bullet points or a list format helps ATS easily parse relevant competencies.

How do I write an ATS-Friendly professional summary and achievement bullets?

For an ATS-friendly summary, use keyword rich phrases that directly reflect the job description's requirements. Your achievement bullets should also incorporate keywords while still quantifying your accomplishments with action verbs. Focus on matching the language used in the job posting as closely as possible to ensure the ATS identifies your resume as a strong match.

What optional sections should I include for an ATS-Friendly resume?

For an ATS-friendly resume, optional sections like Certifications, Relevant Projects, or Technical Skills are excellent choices, provided they are formatted simply. Ensure these sections use clear headings and plain text. Avoid any design elements that might hinder the ATS from correctly identifying and categorizing your valuable qualifications and experience.

How can JobSprout's AI help me make my resume more ATS-Friendly?

JobSprout's 'Remix with AI' feature is specifically designed to help create ATS-friendly resumes. When you paste a job description, the AI analyzes it to identify crucial keywords, skills, and experience. It then suggests how to integrate these elements into your existing resume content, ensuring your document is optimized to pass through applicant tracking systems and reach a human recruiter.