Cloud Administrator - AI/ML TS./SCI w Poly

We need to output HTML fragment with sections only if real content. Use

for headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We need to extract content from posting. We have sections: About Peraton (company description) - not required heading? It's not one of the listed headings; we can include as

maybe under no heading? The instruction: Use

for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). Do NOT repeat the job title as a heading. So we can have headings for those sections if content exists. We need to preserve all substantive information, remove boilerplate, navigation, legal, EEO, etc. Also remove duplicated lines, application instructions. We need to decide which sections to include. Let's parse the posting: - About Peraton: description of company. Could be considered "About the role"? Actually "About The Role" heading present. So we have "About The Role" section after company description. That section includes: "Are you passionate about building cutting-edge cloud solutions... As part of a collaborative...". So we can put that under

About the role

. - Then there is a paragraph about responsibilities? The posting includes "Competencies and Skills:" list, then "The Level Cloud Administrator shall possess the following capabilities:" list with many requirements. Those could be considered Responsibilities or Requirements. We need to map. We have "Qualifications" section later: "Basic Qualifications: The User Experience Designer shall possess the following capabilities:" Wait that seems mismatched: It's talking about User Experience Designer, which seems wrong; maybe copy-paste error. But we need to preserve substantive information; but that section seems irrelevant to Cloud Administrator role. However it's in the posting; we must preserve all substantive information, but we should not invent or summarize away detail. However that section seems like a mistake (User Experience Designer). Should we include it? It's part of the posting; but it's likely erroneous. The instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." So we should keep it as is, even if seems mismatched. However we also need to remove boilerplate/duplicated lines. This is not boilerplate; it's content albeit possibly erroneous. We'll keep. Then "Position Requirements (Experience and Education):" list: Active TS/SCI clearance, 7 years experience, Bachelor's degree, Hadoop/Cloud System Administrator Certification or comparable, plus list of certifications. Then "Additional Desired Qualifications:" list. Then "Benefits:" paragraph. Then "Details Target Salary Range: $146,000 - $234,000." That's Pay. Then "Benefits Statement:" more benefits. Then "Application Statements:" etc - we need to remove application instructions per instruction: "Remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions." So we should remove Application Statements section. Also remove EEO line at end. Also remove "MPOJobs #AJCM #PeratonRoyalMove #MDFSP Keywords:" maybe considered metadata; we can fold into short p or drop. Probably drop as minor metadata. We need to output only HTML fragment. Let's structure:

About the role

Are you passionate about building cutting-edge cloud solutions that support national security? Do you thrive in fast-paced, mission-driven environments? Peraton is seeking a talented and skilled Cloud Administrator to join our Cyber Intelligence team in Laurel, MD. As part of a collaborative, high-impact integrated product development team, you'll work on next-generation cyber and AI/ML capabilities hosted on large-scale compute clusters and AWS Cloud infrastructure. This is your chance to help shape innovative services that make a real difference. Interested in Artificial Intelligence and Machine Learning? If so, this is the position for you. The Cloud Administrator provides support for implementation and troubleshooting and maintenance on large Hadoop/Cloud clusters.

Then maybe

Competencies and Skills

but not in allowed headings list. Allowed headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we could map Competencies and Skills to

Skills

. Or maybe to Requirements. The list includes experience with LLM, Agentic AI, RAG, AWS Cloud Architecture design, Agile dev, Linux fundamentals, scripting language, security compliance best practices. That's skills. So we can put under Skills. Then "The Level Cloud Administrator shall possess the following capabilities:" list with many specific requirements. That could be Requirements. So

Requirements

with

• each. Then "Basic Qualifications: The User Experience Designer shall possess the following capabilities:" list (though mismatched). That could be Qualifications. So

  Qualifications

  with that list. Then "Position Requirements (Experience and Education):" list -> maybe also Qualifications? But we already have Qualifications; maybe we can combine? But we should preserve all; we could have another

  Qualifications

  but duplicate heading not ideal. Could treat as Requirements as well. However we already have Requirements for capabilities list. The Position Requirements list includes clearance, years experience, degree, certification. Those are also qualifications. Could merge under Qualifications. But we need to avoid duplication? The instruction: Prefer a few substantive sections over many thin ones. So we could combine all qualification-like items under Qualifications. Thus we can have:

  Qualifications

  • Operate in an agile development environment requiring the delivery of User Experience feedback. ... (list from Basic Qualifications)
  • Seven (7) years of experience is required.
  • A Bachelor's Degree in Engineering, Systems Engineering, Computer Science, Mathematics is required from an accredited college or university.
  • Hadoop/Cloud System Administrator Certification or comparable Cloud System/Service Certification is required to have one of the following Cloud Developer Certifications:
    • AWS DevOps Engineer Professional
    • CDP Administrator - Private Cloud Base
    • Certified Kubernetes Administrator (CKA)
  • Active TS/SCI clearance with polygraph is required
  • ... etc from Additional Desired Qualifications? Actually those are desired, not required. Could still be under Qualifications as desired. But we need to keep the Additional Desired Qualifications list as well. Thus Qualifications section will contain both basic and desired. Then Skills section we already have. Then Benefits section: we have two benefits paragraphs: first "Benefits: Peraton offers enhanced benefits..." and later "Benefits Statement: Peraton offers eligible employees a variety of benefits...". Combine. Pay section: "Details Target Salary Range: $146,000 - $234,000." plus maybe note about salary determination etc. That's Pay. Schedule: not present, so omit. Now we need to ensure we don't include headings with empty content. Let's extract exact text. First, About the role paragraph: we have the block after "About The Role". Let's copy: "Are you passionate about building cutting-edge cloud solutions that support national security? Do you thrive in fast-paced, mission-driven environments? Peraton is seeking a talented and skilled Cloud Administrator to join our Cyber Intelligence team in Laurel, MD. As part of a collaborative, high-impact integrated product development team, you'll work on next-generation cyber and AI/ML capabilities hosted on large-scale compute clusters and AWS Cloud infrastructure. This is your chance to help shape innovative services that make a real difference. Interested in Artificial Intelligence and Machine Learning? If so, this is the position for you. The Cloud Administrator provides support for implementation and troubleshooting and maintenance on large Hadoop/Cloud clusters." We'll put that in

    . Now Skills list: "Competencies and Skills:" then bullet list (though not formatted as bullets in text). The text: "Competencies and Skills: Experience with Large Language Models (LLM), Agentic AI, and Retrieval-Augmented Generation (RAG) Expertise in AWS Cloud Architecture design and development Agile development experience with source code management practices and tools Well-grounded in Linux fundamentals and knowledge in at least one scripting language (e.g. Python, Ruby, Perl, etc.) Knowledge of security and compliance best practices" We'll make

    • each. Now Requirements list: "The Level Cloud Administrator shall possess the following capabilities:" then each line starts with "Shall have". Let's extract: - Shall have at least three (3) years of experience managing and monitoring large distributed systems (>1000 nodes) - Shall have experience diagnosing and troubleshooting large scale cloud computing systems including familiarity with distributed systems for storage and retrieval of data e.g. Apache's Hadoop, Accumulo, CASSANDRA distributed databases, or SCALITY or SWIFT object stores. - Shall have demonstrated ability to work within a pre-defined mission focused team structure, follow SOP's, communicate effectively, accept constructive feedback and receive technical guidance and advice from senior level technical resources. - Shall have demonstrated a willingness to learn new technologies and leverage senior level resources to expand current technical foundation using team structure. - Demonstrated ability to work independently on complex tasks, show a willingness to educate and train more junior technical resources. - Shall have five (5) years of experience writing software scripts using scripting languages including Bash, Perl, or Python. - Shall have seven (7) years of experience demonstrating a fundamental understanding and working knowledge of core components of the Linux operating system including the management of user and group accounts in LDAP configuration of DHCP, DNS, and TFTP. - Shall have demonstrated experience with configuration management tools including Puppet and SALT - Expert understanding of the end-to-end Linux PXE/Network provisioning process to include familiarity with Anaconda Kickstart configurations, RAID controller utilities, TFTP images, and disk detect scripts. - Experience accessing and troubleshooting systems via remote utilities to perform hardware diagnosis and repair including VNC, serial over LAN interfaces, and IPMI, BIOS-level configuration. - Understanding of overall corporate architecture as well as familiarity with openSSL and Java keystore manipulation. - Expert in troubleshooting commodity hardware platforms including previous experiences with SGI/HP hardware including SGI's J series. We'll put each as
    • . Now Qualifications: we have "Basic Qualifications: The User Experience Designer shall possess the following capabilities:" then list: - Operate in an agile development environment requiring the delivery of User Experience feedback. - Conduct User Experience research and optimization. - Create final visual designs, storyboards, interaction flows, and interface guidelines. - Take a user-centered approach in crafting design solutions that meet both user needs and product strategy requirements. - Collaborate with Product Owners to rapidly prototype and iterate on multiple design solutions. - Review final implementation with front-end developers to ensure design standards are followed. - Analyze and provide solutions for project life cycle design including interviewing customers, clearly articulating customer requirements to design team, creating visual designs/prototypes, presenting information to customers, and helping solve and clarify questions and problems. - Participate in several diverse engineering teams to conduct User Experience research and optimization. - Collaborate with stakeholders within various customer bases to provide recommendations to other Designers. That seems like a copy-paste from a different job; but we keep. Then "Position Requirements (Experience and Education):" list: - An Active TS/SCI clearance with polygraph is required - Seven (7) years of experience is required. - A Bachelor's Degree in Engineering, Systems Engineering, Computer Science, Mathematics is required from an accredited college or university. - Hadoop/Cloud System Administrator Certification or comparable Cloud System/Service Certification is required to have one of the following Cloud Developer Certifications: - AWS DevOps Engineer Professional - CDP Administrator - Private Cloud Base - Certified Kubernetes Administrator (CKA) Then "Additional Desired Qualifications:" list: - Advanced knowledge of SSH tunneling and protocols, including the implementation