Data Scientist, Intermediate (Info. Systems & Cyber Security, Analyst)

We need to output HTML fragment with sections: headings

for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. We must not repeat job title as heading. Must not include Job ID etc. Remove boilerplate. Must preserve all substantive info. We need to parse the posting. Key sections: - Summary: description of role, location, on-site schedule, CWS, unfunded etc. Could be "About the role" or similar. - Responsibilities: list of duties. - Required Qualifications: list. - Desired Qualifications: maybe under Skills or Qualifications. - Education: maybe under Qualifications. - Clearance: maybe under Requirements. - Compensation: includes benefits and salary range. - Benefits: described. - Pay: salary range. - Schedule: on-site schedule, 5 days on-site, eligible for CWS, subject to change. - Travel: 10% travel. We need to decide which sections to include. We must not create sections with placeholder or vague content. Must have real specific content. We have specifics: - About the role: summary includes location Patuxent River, MD, on-site schedule, 5 days on-site, eligible for CWS, currently unfunded, posted in anticipation, etc. That's substantive. - Responsibilities: bullet list of duties. - Required Qualifications: at least 3 years experience, two years supporting NAVAIR, NAWCAD. - Desired Qualifications: Power Platform and Qlick preferred, experience assisting senior positions, experience with data reduction, software tools. - Education: Bachelor's degree in fields; Master's considered in lieu of 2 years experience. - Clearance: Top Secret with SCI eligibility. - Compensation/Benefits/Pay: benefits described (health, life, disability, retirement, paid time off, professional growth, tuition assistance). Salary range $79,000 - $118,000 per year. - Schedule: on-site schedule, 5 days on-site, eligible for CWS, subject to change. - Travel: 10% to other sites. We need to decide headings: About the role, Responsibilities, Required Qualifications, Desired Qualifications (maybe under Skills), Education, Clearance, Benefits, Pay, Schedule, Travel? Travel could be part of Schedule or separate. But we only create sections if there is real specific content. Travel is specific: 10% to other sites. Could be under Schedule or a separate "Travel" heading. The instruction list includes sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. It does not list Travel. So we should incorporate travel into Schedule or maybe under Responsibilities? Probably under Schedule as it's about work arrangement. We'll include Schedule section covering on-site, CWS, travel. We must not repeat job title as heading. Use

for each section. We must use

• for any list of duties/requirements/benefits. Use

  for prose. We must not include boilerplate like EEO etc. At end there is EEO statement; we must remove. We must not include navigation/legal etc. We must preserve all substantive info; do not invent or summarize away detail. We must not create sections with filler like "commensurate with experience". We have specific salary range, so Pay section is okay. We must not create Benefits section unless posting actually states them; it does. We must not create Schedule section unless posting actually states them; it does. We must not create Qualifications section unless posting actually states them; we have Required and Desired qualifications. We may combine Required and Desired under Qualifications? The instruction says use headings like Qualifications, Skills. Could have Qualifications heading with sub-sections? But we must output only HTML fragment; we can have nested headings? Probably better to have separate headings: Required Qualifications, Desired Qualifications, Education, Clearance. But the instruction list includes Qualifications as a heading; we could have one Qualifications section containing both required and desired. However we need to preserve all detail; we can list required and desired as separate

  inside Qualifications. That's okay. Similarly Skills: maybe we can put desired qualifications like Power Platform, Qlick under Skills. But we can also keep under Qualifications. Better to follow instruction: Use headings for sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Thus we need to map content: - About the role: summary paragraph. - Responsibilities: list. - Requirements: maybe includes clearance, citizenship, experience? Actually "Requirements" could include clearance, citizenship, experience years. But we also have Qualifications separate. Might be overlapping. However we can treat Requirements as mandatory items: Clearance, US Citizenship, Top Secret, etc. Qualifications as education/experience. But we have both Required Qualifications and Desired Qualifications. Could put Required Qualifications under Requirements, Desired under Skills? Or we can have Requirements include clearance, citizenship, experience years; Qualifications include education; Skills include desired qualifications like Power Platform. Let's parse: - Clearance Required: Top Secret - Education Required: BA/BS - US Citizenship: Required - Summary: ... (About the role) - Responsibilities: ... - Required Qualifications: At least 3 years experience..., Two years supporting NAVAIR, NAWCAD. - Desired Qualifications: Working knowledge of Power Platform and Qlick preferred..., Experience assisting more senior positions..., Experience with data reduction, software tools... - Education: Bachelor’s degree ...; Master's considered in lieu of 2 years experience. - Clearance: All applicants must possess a current Top-Secret clearance with SCI eligibility... - Compensation: benefits and salary range. Thus we have overlapping: Clearance appears both in metadata and later. We'll include once. We need to avoid duplication. Let's structure:

  About the role

  ...

  Responsibilities

  • ...
  ...

  Requirements

  • US Citizenship required
  • Current Top‑Secret clearance with SCI eligibility

  Qualifications

  Education: Bachelor’s degree in Mathematics, Statistics, Computer Science, Data Science or a related field; a Master's degree will be considered in lieu of 2 years of professional experience.

  • At least 3 years of experience performing responsibilities similar to those described
  • Two years of experience supporting NAVAIR, NAWCAD

  Skills

  • Working knowledge of Power Platform and Qlik (preferred)
  • Experience assisting more senior positions performing functional duties of a similar position
  • Experience with data reduction, software tools, and their applications

  Benefits

  • Health, life, disability, and retirement plans
  • Paid time off
  • Opportunities for professional growth and tuition assistance

  Pay

  Projected compensation range: $79,000 – $118,000 per year.

  Schedule

  On‑site schedule (5 days on‑site) with eligibility for a Compressed Work Schedule (CWS); schedule subject to change based on company/contract requirements. Approximately 10% travel to other sites as needed.

  We need to ensure we didn't miss any substantive info: The summary also mentions "This position requires an on-site schedule, with 5 days on-site and is eligible for Compressed Work Schedule (CWS). Schedule is subject to change based on company/contract requirements. This position is currently unfunded and is being posted in anticipation of future funding approval. We are proactively identifying and engaging with qualified candidates. While candidates may be contacted for pre-screening, any hiring decisions will be contingent upon funding availability and final program requirements or client approval." That's important; we should include in About the role. Also mention location Patuxent River, MD. Also mention "Travel 10% to other sites, as needed" we included in Schedule. Also mention "This position is currently unfunded..." we need to include. Also mention "We are proactively identifying and engaging with qualified candidates. While candidates may be contacted for pre-screening, any hiring decisions will be contingent upon funding availability and final program requirements or client approval." Include. Also mention "The MIL Corporation seeks a Data Scientist, Intermediate (Info. Systems & Cyber Security, Analyst) to support a Federal Government client in Patuxent River, MD." That's part of About. Also mention "Primary requirements of the work are applying professional knowledge..." that's responsibilities. We need to ensure we didn't lose any responsibility details. Let's extract responsibilities paragraph fully: "Primary requirements of the work are applying professional knowledge of computer science and mathematical and statistical theories, techniques, and methods to gather, analyze, design and construct new processes for modeling, interpret, and/or report quantitative information, trends, relationships and correlations among or within data sets. Participate in Mission Thread Analysis to trace system functionality to operational mission objectives, supporting vulnerability identification and resilience strategy validation. Identify the methods, processes, algorithms, tools, and systems to extract and interpret findings from varied structured and unstructured data sets related to the data science lifecycle. Development of algorithms and/or tools to support data manipulation and processing as well as the use of data visualization techniques to articulate findings. Execute comprehensive data management to drive actionable mission intelligence. Core labor activities include extracting and querying data from complete databases, performing extensive data cleaning and normalization, and conducting rigorous statistical analysis to identify operational trends and anomalies. This role is responsible for building and maintaining automated intelligence dashboards, developing predictive data models, and translating highly technical findings into plain-language Financial, Readiness, or Operational summaries for senior leadership. By transforming raw data into strategic insights, the analyst ensures that mission planning, resource allocation, and operational tracking are grounded in verified quantitative metrics." We need to turn that into bullet list items. Each sentence could be a bullet. Must preserve all detail. We'll create
  • each bullet. Now Required Qualifications: "At least 3 years of experience working performing the responsibilities similar to those above. Two years supporting NAVAIR, NAWCAD." We need to keep that. Desired Qualifications: "Working knowledge of Power Platform and Qlick preferred. Experience assisting more senior positions performing functional duties of a similar position. Experience with data reduction, software tools, and their applications." Note: Qlick vs Qlik? The text says Qlick (maybe typo). We'll preserve as Qlick. Education: "Bachelor’s degree in Mathematics, Statistics, Computer Science, Data Science or a related field; a Master's degree will be considered in lieu of 2 years of professional experience" Clearance: "All applicants for this position must possess a current Top-Secret clearance with SCI eligibility clearance; please note that the clearance process considers financial background aspects." We need to keep that. Compensation/Benefits: "The MIL Corporation values your contributions and offers a range of benefits to support your overall well-being. We are pleased to offer a comprehensive range of benefits to our full-time employees which include health, life, disability, and retirement plans, as well as paid time off, opportunities for professional growth and tuition assistance. Additional benefits and incentives may also apply, which will be communicated during the hiring process. For this position, the projected compensation range is $79,000 - $118,000 per year. This estimate represents the typical salary range and is just one part of MIL’s complete compensation package. Final salary for this position is determined based on factors such as individual qualifications, education, experience, and contractual limitations." We need to keep benefits and salary range. We also have "Learn more on the Why MIL?" and then a bunch of awards etc. That's likely boilerplate? It's about company description; might be considered substantive? It