Amazon Web Services Skills

Amazon Web Services skills encompass a range of cloud computing capabilities that enable professionals to operate, develop, and manage services within the AWS environment.

EC2 usage: Skilled in launching and controlling virtual machines to run cloud-hosted applications.
S3 storage: Able to set up secure, scalable file storage systems for different workloads.
Lambda functions: Capable of writing and running event-driven code without needing to manage servers.
IAM skills: Able to set up secure access rules, assign user rights, and control who can use what in AWS.
RDS experience: Know how to launch and handle cloud databases for storing and managing structured data.
CloudFormation scripting: Knows how to use templates to automate AWS infrastructure setup.
CloudWatch monitoring: Can track system performance, logs, and alerts in real-time.
VPC setup: Familiar with building secure and segmented network environments in AWS.
Security management: Knows how to enforce encryption, access policies, and industry compliance.
Cost control: Can track how cloud tools are used and suggest ways to lower costs.
Cloud migration: Has handled shifting applications and data from local systems to AWS.
DevOps tools use: Integrates AWS services into automated pipelines and deployment workflows.
API handling: Understands how to expose and manage APIs using AWS tools.
Traffic balancing: Can use load balancers to evenly spread network load across multiple servers.
Auto-scaling knowledge: Knows how to scale resources up or down depending on user activity.
SDK and API use: Able to develop cloud apps using AWS APIs and software development kits.
ML tool usage: Experienced in using AWS’s machine learning services to build intelligent apps.
Security audits: Can review cloud configurations to find and fix potential weaknesses.
Redundant architecture: Designs systems that stay operational across multiple AWS locations.

How do I add AWS cloud computing IT skills to my resume?

To make your resume stand out in cloud or IT roles, it's helpful to add AWS skills clearly across your summary, experience, and technical areas.

Mention AWS in your summary: Say that you’ve worked with AWS and how it supports your skills in IT and cloud work.
Show AWS certifications in a separate part: List any AWS certificates like Cloud Practitioner or Solutions Architect to prove your training.
List AWS tools in your skill section: Write AWS services like EC2, S3, Lambda, or IAM to show you know how to use them.
Talk about AWS in your job experience: Share what you did using AWS like setting up systems or moving data to the cloud.
Use numbers to describe AWS results: Give results like lower costs, faster work, or better system uptime thanks to AWS.
Put AWS in your job title if it matches: Use titles such as “Cloud Engineer with AWS” or “AWS Developer” if that fits your role.
Add tools used with AWS like DevOps software: Say if you worked with tools like Jenkins, Docker, or Terraform alongside AWS.
Use AWS words from the job post: Match your resume words with the ones in the job ad, especially AWS terms.
Include AWS work in a portfolio or project section: Link to apps, sites, or diagrams you built using AWS if you have them.
Mention AWS courses or training: List online classes, bootcamps, or workshops you joined to learn more about AWS.

What AWS cloud computing IT certifications should I list on an IT/cloud computing resume?

Adding AWS certifications to your cloud computing/IT resume proves your expertise in handling specific AWS tools and platforms.

Cloud Practitioner Certificate: A foundational credential for showcasing AWS service knowledge and cloud concepts.
Solutions Architect Associate Certificate: Shows you can design strong and flexible cloud systems using AWS tools.
Developer Associate Certificate: Confirms you know how to build, launch, and manage software that runs on AWS.
SysOps Administrator – Associate: Demonstrates competence in managing and maintaining AWS systems.
Solutions Architect Pro Credential: Shows you can build and manage advanced cloud systems for big companies using AWS.
DevOps Engineer Pro Credential: Proves you can run, automate, and watch over cloud setups using DevOps in AWS.
Security – Specialty: Shows deep understanding of security best practices within the AWS cloud.
Data Analytics – Specialty: Proves expertise in creating and managing big data solutions using AWS services.
Machine Learning – Specialty: Shows skill in building AI-driven solutions with the help of AWS machine learning features.
Advanced Networking – Specialty: Displays skill in configuring high-level network solutions and integrations in AWS.

How can AWS cloud computing IT projects be described on an IT resume?

To write AWS cloud project descriptions on your IT resume, explain what you did, how you did it, and what impact it had using clear, direct language.

Explain what the project was about: Say if you worked on cloud migration, deployment setup, or creating a new AWS system.
Mention AWS tools you used: Name services like S3, EC2, Lambda, or CloudFormation so it’s clear what tools you worked with.
Tell what your role was: Describe what you did in the project—like designing systems, coding, or reducing cloud costs.
Include tools and languages used: Show you worked with things like Python, CI/CD tools, or DevOps platforms along with AWS.
Add numbers to show success: Give results like saving 30% in cost or cutting system outages by 50%.
Mention security features you added: If you used IAM, encryption, or followed security standards, make sure to include that.
Start each point with an action word: Use strong verbs like "Built", "Launched", "Streamlined", or "Improved" to start each bullet.
Share links or examples: If allowed, include GitHub links, designs, or final product links to showcase real work.
Say if you worked with others: Point out if you collaborated with teams like developers, QA, or cloud engineers.
Match project info to job ad: Use words and skills from the job description to make your project sound more relevant.

Where should I include AWS cloud computing IT experience in a cloud computing/IT resume?

To properly showcase your AWS expertise on an IT/cloud resume, it’s important to place it in areas where hiring managers expect to find technical strengths.

Summary at the top: Include your AWS skills to make your cloud background stand out right away.
Skills list: Add services like AWS EC2, IAM, S3, or Route 53 in your technical abilities section.
Certifications block: Feature AWS credentials such as Cloud Practitioner or Developer Associate.
Job history section: Describe how you applied AWS technologies in previous cloud or IT roles with measurable results.
Project highlights: Show off AWS-related solutions you've built or worked on in your projects segment.
Education: List any AWS training or hands-on labs you completed during your studies.
Awards section (if relevant): Share any AWS-specific achievements or recognitions you earned.
External links: Add a link to your GitHub, portfolio, or LinkedIn showcasing AWS projects and setups.

Should I highlight AWS cloud computing IT keywords for ATS‑friendly IT resumes?

Using AWS-related cloud computing terms improves your resume's visibility in applicant tracking systems (ATS) and ensures recruiters can see your technical strengths.

Match job wording: Pull AWS-related terms straight from the job ad to align with what the ATS is scanning for.
Use correct AWS terms: Write specific service names like "AWS RDS" or "CloudWatch" instead of general cloud terms.
Spread keywords throughout resume: Place AWS keywords in your summary, experience, and skills sections to boost relevance.
Keep it natural: Avoid cramming in too many keywords by writing them in meaningful, readable context.
Certifications spelled out: Mention full titles like “AWS Certified DevOps Engineer – Professional” for clarity in ATS parsing.
Mention tools/services: Highlight AWS features you’ve used like CloudTrail, ECS, or AWS Batch if they fit the role.
Add actions: Pair AWS terms with active verbs like "built," "deployed," or "secured" to show practical application.
Use newer AWS features: Add modern services like AWS Amplify or Kinesis if you’ve used them and they relate to the job.
Customize based on the job type: Change AWS keywords depending on whether you’re applying for a developer, sysadmin, or architect position.
Show results: Connect AWS keywords with accomplishments, such as “cut costs by 20% using AWS auto-scaling.”

How do I frame AWS cloud computing IT achievements on my IT resume?

To add AWS cloud computing IT achievements to your resume, focus on what you improved, how you did it, and what tools you used—especially if you can show numbers.

Add numbers to show your impact: For example, “Cut hosting costs by 25% using EC2 and S3 tools.”
Link your work to business outcomes: Explain how your AWS work helped speed things up or made systems more reliable.
Show smart solutions you came up with: Mention if you built something new like a serverless system with Lambda or made things run better.
Name the AWS services used: Say which tools you worked with—like CloudWatch, RDS, or CloudFront.
Explain how you solved problems: Describe how you found an issue and fixed it using AWS cloud features.
Mention automation improvements: Say if you made deployments or backups easier with things like Terraform or CloudFormation.
Highlight security steps you took: If you worked with IAM, encryption, or compliance tools, include those achievements.
Talk about handling bigger loads or faster speeds: Share wins like “Managed double the traffic after moving to AWS without issues.”
Start each bullet point with action words: Use terms like “Launched,” “Reduced,” “Improved,” or “Set up” at the beginning.
Match your wins to the job role: Choose achievements that show you have the right skills for the job you want.

Can I combine AWS cloud computing IT coursework with IT resume sections?

You can merge your AWS coursework with key resume sections to strengthen your cloud IT profile, especially if you're early in your career.

List under education: Add any AWS courses completed during your academic program, including their titles.
Certifications entry: Include self-paced AWS training or MOOCs that provided completion certificates.
Tie to projects: Mention course-based projects where you worked with AWS tools like Lambda or DynamoDB.
Add to skills list: Include services or tools you learned from coursework such as IAM or CloudFormation.
Brief mention in summary: Talk about your AWS academic background in your resume introduction.
Mention in job entries: If you used AWS course knowledge in past jobs or internships, describe how it helped your work.
Academic section: Include recognitions related to AWS coursework, like top grades or project awards.
Create a training section: For multiple AWS classes done outside university, use a custom “Training” block.
Mention learning sources: Add known platforms like Pluralsight or AWS Academy if they delivered structured content.
Use in volunteering: If you applied course-based AWS knowledge in free or student-based tech initiatives, feature it as experience.

How do I quantify AWS cloud computing IT metrics for my cloud computing IT resume?

To show your AWS cloud computing achievements, use detailed numbers and facts that explain how your work saved money, made systems faster and bigger, improved security, and helped teams and users.

Explain how much money you saved by improving AWS resource use: Be clear about cutting costs by using reserved instances or optimizing cloud spending.
Describe how your work sped up deployments or made processes smoother: Show how AWS tools helped you deliver apps faster or manage infrastructure more efficiently.
Use exact uptime or reliability stats: Talk about increasing system availability or cutting downtime by using AWS features like auto-scaling.
Show how much bigger systems got or how many more users you supported: Explain how you scaled AWS setups to handle more traffic or data without slowing down.
Give details on time saved by automating tasks with AWS tools: Explain how automating backups or deployments reduced manual work and mistakes.
Say how much data you managed or stored in the AWS cloud: Highlight managing large data amounts with services like S3 or Glacier.
Share security improvements by citing fewer incidents or better compliance: Talk about enforcing policies or encryption to protect data and meet regulations.
Mention team sizes or project scale you worked on: Include working with big teams or across regions on cloud projects that needed careful planning.
Talk about how many users your AWS systems supported reliably: Show how your cloud setup served many users while keeping good performance.
Explain how monitoring tools helped cut downtime and speed up fixing problems: Describe how using AWS monitoring reduced outages and made systems respond faster.

What cloud computing IT frameworks should I pair with AWS skills on an IT resume?

Here are the AWS skills to highlight your broader cloud expertise on your IT resume:

Terraform: This tool lets you write code to define and set up AWS infrastructure automatically. It ensures your cloud environment can be rebuilt consistently and tracked through version control.
Kubernetes: A tool that runs containers and takes care of launching and growing them as needed. AWS’s EKS service allows you to run Kubernetes clusters easily for running cloud apps.
Docker: A system for making small containers that include apps and everything they need to run. AWS supports running Docker containers via ECS and EKS for scalable app hosting.
Serverless Framework: Makes building AWS Lambda serverless functions straightforward by handling deployment setup with simple configuration files.
Ansible: Automates setup and management of AWS cloud servers and applications, reducing manual work and improving consistency.
Cloud Foundry: An open platform used to deploy apps on cloud infrastructure like AWS, offering developers a flexible way to build and scale software.
Jenkins: An automation server to create pipelines that build, test, and deploy AWS cloud applications, improving development speed and reliability.
OpenStack: Free cloud software that helps create private or combined clouds alongside AWS public cloud services.
Apache Kafka: A tool that processes live data streams and is often used with AWS for cloud apps that react to events.
AWS CDK: Lets developers write code in popular programming languages to define and manage AWS infrastructure more easily than traditional templates.
Puppet: Automates the configuration and management of cloud systems on AWS, keeping environments compliant and up-to-date.
Helm: A Kubernetes package manager that simplifies installing and upgrading applications on AWS Kubernetes services like EKS.
Prometheus: A monitoring system that collects cloud infrastructure metrics to help teams observe and manage their AWS environments.
Istio: Provides traffic control, security, and monitoring features for microservices running on Kubernetes clusters hosted on AWS.
CNCF tools: Various open-source projects that support building cloud-native apps, often used with AWS for scalable, modern architectures.
HashiCorp Vault: A secure vault for storing passwords, keys, and certificates, integrated with AWS to protect sensitive cloud information.
AWS SAM: A framework that helps create and deploy serverless AWS apps, making infrastructure automation easier.
Elastic Beanstalk: An AWS service that makes it easier to deploy and grow web apps by managing the backend for you.
Nagios: A monitoring tool that can be configured to watch over AWS cloud resources to ensure smooth operation.
Splunk: A platform to analyze logs and metrics from AWS environments, providing visibility into security and operational health.

How do I tailor AWS cloud computing IT experience for a cloud computing IT job?

To make your AWS experience fit a cloud computing job, adjust your resume to focus on what the employer wants by using the right skills, projects, and words.

Look closely at the job ad: Understand which AWS skills, certifications, and responsibilities the employer wants most. This helps you know what to highlight.
Show your matching skills: Point out the AWS services and cloud tools mentioned in the job that you’ve worked with, proving you have what they need.
Add important keywords: Many companies use software to scan resumes for certain words, so use the job’s key terms naturally in your summary, skills, and experience.
Focus on related projects: Talk about AWS projects that are similar to the job duties, showing you’ve done similar work before.
Make certificates easy to find: If the job asks for specific AWS certifications, put them in a spot where the employer will quickly see them.
Include other helpful skills: Add skills like cloud security, automation, or networking that go well with AWS and match the job description.
Rewrite your summary: Change your professional summary to highlight the AWS experience that fits the job best.
Put the most relevant jobs first: Arrange your work history so the most important AWS roles come at the top.
Use numbers to show your impact: Include facts and figures that demonstrate your success in key areas.
Don’t be general: Customize your resume parts so they clearly show how your AWS skills meet the specific job’s challenges.

Should I include AWS cloud computing IT training in my IT resume summary?

Adding AWS cloud computing training in your resume summary helps recruiters quickly see your cloud capabilities and interest.

Catch recruiter’s eye: Since the summary is the first section recruiters read, mentioning your AWS training here immediately highlights your readiness to work in cloud environments, making you stand out from other candidates.
Highlight your knowledge: Including AWS training demonstrates that your skills are current with the latest cloud technologies and concepts, showing employers you keep up-to-date with industry trends.
Briefly list skills: Mention specific AWS tools and services like EC2 or Lambda that you have trained on, giving recruiters a quick snapshot of your technical abilities.
Show learning drive: Emphasizing training indicates your dedication to continuously improving your cloud computing skills and staying proactive in your professional development.
Match the job: Tailor your summary by selecting AWS skills and training most relevant to the role you are applying for, ensuring your resume aligns closely with the job requirements.
Be brief: Keep your summary concise by using 2 to 3 sentences that clearly communicate your AWS training and how it enhances your IT capabilities without overwhelming the reader.
Support certifications: If you hold AWS certifications, mention your training alongside them to reinforce your expertise and commitment to mastering AWS technologies.
Use relevant keywords: Including AWS-related terms in your summary helps your resume pass through Applicant Tracking Systems (ATS) that scan for specific cloud computing skills.
Mention hands-on work: Briefly note if your training involved practical labs or projects, which shows that you not only learned theory but also gained real-world AWS experience.
Connect to your goals: Explain how your AWS training fits into your larger career objectives in cloud engineering, architecture, or IT operations, giving recruiters insight into your professional aspirations.

How to mention AWS cloud computing IT tools in a technical section of an IT resume?

To show AWS tools in your technical skills section, be clear and specific, and group similar services together so it’s easy to read.

Make a cloud tech subsection: Create a separate heading like “Cloud Computing” to organize AWS skills clearly.
List exact AWS services: Specify individual AWS tools such as EC2, S3, or Lambda rather than just writing “AWS.”
Group similar tools: Arrange related services together, like grouping storage and compute tools for better readability.
Show skill level: Indicate your proficiency using phrases like “Experienced with” or “Familiar with” for each tool.
Match job keywords: Use the exact AWS terms found in the job description to help your resume pass automated screenings.
Avoid vague words: Be specific about which AWS services you know instead of using broad terms like “Cloud platforms.”
Add related DevOps tools: Include DevOps or automation tools you use alongside AWS, such as Terraform or Jenkins.
Keep the list tidy: Present the tools in a neat, organized format with commas or bullet points for easy scanning.
Keep skills up to date: Regularly add new AWS services you learn to show your evolving expertise.
Be honest: Only list AWS tools that you have real hands-on experience with to maintain credibility.

What cloud computing IT certifications plus AWS credentials boost an IT resume?

Listing cloud computing certifications alongside AWS credentials makes your IT resume more attractive by showing broad cloud knowledge and AWS specialization.

AWS Solutions Architect (Associate and Professional): Proves your capability to design and build AWS cloud infrastructures.
AWS Developer – Associate: Highlights your skill in coding and managing AWS applications.
AWS SysOps Administrator – Associate: Focuses on AWS cloud system administration expertise.
DevOps Engineer Certification (Professional): Proves you can handle automated systems and monitor cloud apps on AWS.
Security Specialty Certification: Shows you understand how to keep AWS platforms safe and manage security tools.
AWS Data Analytics – Specialty: Shows proficiency in managing data analytics solutions on AWS.
AWS Machine Learning – Specialty: Reflects your experience with machine learning on AWS platforms.
Microsoft Azure Fundamentals or Architect: Adds cloud skills from Microsoft’s Azure platform, complementing AWS.
Google Cloud Professional Architect: Shows multi-cloud architecture skills sought by many employers.
Certified Kubernetes Administrator: Validates your expertise in container orchestration, key in cloud environments.
CompTIA Cloud+: Offers a general cloud computing foundation not tied to a specific vendor.
Certified Cloud Security Professional: Focuses on security across various cloud platforms including AWS.
Cisco CCNA Cloud: Demonstrates networking knowledge within cloud systems.
ITIL Foundation: Shows your understanding of IT service management that supports cloud operations.
Project Management Professional: Enhances your skills managing cloud-based projects.
Google Data Engineer: Adds valuable cloud data engineering capabilities.
CISSP: Strengthens your credentials in cloud and information security.
Terraform Associate: Proves your ability to use infrastructure as code tools often paired with AWS.
Docker Associate: Highlights containerization skills crucial for cloud-native development.
Certified ScrumMaster: Supports agile methodologies useful in cloud project delivery.

How should I list AWS cloud computing IT services like EC2 and S3 on my IT resume?

Effectively listing AWS services like EC2 and S3 on your IT resume highlights your practical experience and technical knowledge.

Skills section: Name AWS services such as EC2, S3, Lambda, and CloudFormation under your technical skills.
Work experience: Use action-focused statements like “Managed EC2 instances to support high-availability applications.”
Add numbers: Include results like “Reduced storage expenses by 15% using S3 lifecycle management.”
Group by category: Organize services into groups like “Storage (S3, Glacier), Compute (EC2, Lambda), Networking (VPC).”
Project details: Describe your use of these services in projects that solved specific problems.
Certifications: Link service skills with certifications or completed AWS training.
Use correct service names: Stick to official AWS terminology for clarity and ATS compatibility.
Target job needs: Emphasize services that align with the requirements of the job you want.
Automation skills: Mention if you automated deployments using AWS CLI or CloudFormation.
Show service interaction: Explain how EC2 and S3 were part of larger AWS system designs or workflows.

How to structure AWS cloud computing IT internships on a cloud computing/IT resume?

To present AWS internships on your resume, state your role, the company, what you did, and any results or skills you gained.

Use a clear internship title: Label your role with a specific title like “AWS Cloud Intern” to clarify your position.

Add company and dates: Mention where you interned and for how long to give proper context.

Summarize your internship: Provide a brief overview of your main focus and responsibilities during the internship.

List AWS tools you used: Mention the specific AWS services you worked with to show your technical experience.

Explain your main tasks: Describe your key duties, such as assisting with cloud setup, deployments, or monitoring.

Mention projects or results: Talk about major projects or changes you helped with while interning.

Add numbers if you can: Use metrics to demonstrate the impact of your work, like efficiency gains or cost savings.

Highlight teamwork and skills learned: Note collaboration with teams and new skills you developed throughout the internship.

Use strong action words: Start bullet points with verbs like “Assisted,” “Managed,” or “Developed” to show active involvement.

Keep details relevant and brief: Focus on experiences that align with the cloud computing or IT roles you are targeting.

How do employers look for AWS cloud computing IT skills in IT job resumes?

Employers search for AWS cloud computing skills on IT resumes by focusing on keywords, relevant experience, certifications, and proof of practical use.

Keyword filters: Many employers rely on ATS to find resumes with AWS service names and certification titles.
Work experience: Recruiters look for examples of how applicants applied AWS in previous jobs or projects.
Certification checks: AWS certificates provide formal evidence of cloud knowledge.
Project details: Clear descriptions of AWS-related projects help employers assess skills.
Measurable results: Showing data on performance or cost benefits attracts attention.
Skills section: A well-organized technical skills list highlighting AWS aids quick evaluation.
Complementary soft skills: Communication and teamwork alongside AWS expertise are valued.
Resume customization: Tailoring your resume to include relevant AWS terms boosts visibility.
Practical training: Mentioning hands-on AWS labs or coursework indicates readiness.
Work samples: Links to cloud projects or code demonstrate your abilities concretely.

Should I include AWS cloud computing IT volunteer experience on my technical IT resume?

Volunteer work with AWS can help your resume by showing skills and dedication, especially if it relates to the job you want.

Add volunteer work: Add volunteer work using AWS that highlights skills useful for the job you want.

Highlight what you learned: Mention the AWS tools and knowledge you gained during your volunteer work.

Show what you achieved: Describe positive results or contributions made while volunteering.

Use to fill gaps: Volunteer experience can showcase your skills if you lack paid job history.

Show your passion: It reflects your commitment to learning and growing in AWS cloud computing.

List professionally: Present volunteer roles with clear titles, company names, and dates like paid jobs.

Focus on useful experience: Only include volunteer work that supports your career goals in cloud computing.

Be truthful: Only list volunteer experiences where you had meaningful AWS responsibilities.

Combine with other experience: Place volunteer work alongside internships or freelance projects.

What is the best section for AWS cloud computing IT certifications in a cloud computing IT resume?

The ideal place for AWS cloud computing certifications on your IT resume is a distinct, well-organized certifications section placed near the top of the document.

Dedicated section: Have a clear “Certifications” or “Professional Certifications” section for your AWS credentials.
Early placement: Position it after your summary or skills to ensure recruiters notice your certifications quickly.
Full certification titles: Write the exact names of AWS certificates with issue dates.
Order by importance: Put the most valuable or advanced certifications first.
Certification numbers: Optionally add certification IDs for easy verification.
Include related training: If no certification yet, list relevant AWS training nearby.
Readable format: Use bullets or spacing for clarity.
Update regularly: Keep the section current as you earn new certificates.
Focus on relevance: Only include certifications pertinent to the job you want.

How do I integrate AWS cloud computing IT achievements in IT resume bullet points?

To add AWS achievements to your resume bullets, start with strong verbs, name the AWS tools you used, include results, and show how your work made a difference.

Use action verbs: Start each bullet with strong verbs like “Deployed,” “Improved,” or “Automated” to show initiative.

Name AWS services: Clearly mention AWS tools such as EC2, S3, or Lambda that you used in your work.

Add numbers: Include metrics to highlight improvements like cost savings or faster delivery.

Explain benefits: Describe how your AWS work positively impacted the company or technical environment.

Be clear and brief: Keep bullet points concise and focused on relevant achievements.

Use problem-action-result: Outline the issue, your AWS-based solution, and the outcome achieved.

Mention teamwork or leadership: Note if you collaborated with others or led AWS-related projects.

Match job needs: Tailor your bullets to reflect the skills and results the employer seeks.

Keep it updated: Regularly add new AWS accomplishments as you gain experience.

How do I show AWS cloud computing IT competence for an entry‑level IT resume?

To show AWS cloud computing competence on an entry-level IT resume, focus on training, projects, and relevant skills even if you lack formal work experience.

List coursework: Include any AWS courses or online certifications completed.
Include certifications: Entry-level AWS certificates help prove your cloud knowledge.
AWS practice work: Mention projects you did during courses or at home using AWS services.
Free or internship work: If you helped in any unpaid job or internship using AWS, include it.
Focus on your tech skills: Add your problem-solving, basic IT, or cloud-related abilities that help in AWS tasks.
Strong summary: Start your resume with a summary highlighting your AWS training and interest.
Technical skills section: List AWS services you know.
Mention labs: Include participation in practical AWS exercises or workshops.
Tailor resume: Adjust keywords and skills to match each job posting’s AWS requirements.