Science & Technology Research Intelligence Analyst

We need to output HTML fragment with headings

for sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. Must not repeat job title as heading. Must not include Job ID etc. Must preserve all substantive info. Remove boilerplate like EEO, legal, etc. Also remove application instructions? The instruction says: remove application instructions. So we should not include the part about application package needing resume etc. Also remove cookie/navigation/legal/EEO etc. Also remove duplicated lines. We need to parse the job description. Let's extract sections: Job Description: Reporting to the Director for Research Impact & Intelligence, the analyst will work in a team-based environment to provide consultations and deliver services related to documenting, collecting, and analyzing research and scholarly activity data to providing qualitative and quantitative evidence for strategic decision making through a variety of research domains. This analyst will also provide education and outreach on research intelligence, researcher visibility, finding funding opportunities, research analytics and tools, national research evaluation policy, and developing strategies for researchers and administrators to effectively Virginia Tech. The Science & Technology Research Intelligence Analyst will work with the team to provide specialized support for bibliometrics, network visualization options, and emerging applications of research ecosystem data. The incumbent will be liaison librarian to one program, department, or institute that is related to the incumbent’s background and/or expertise. The Science & Technology Research Intelligence Analyst will partner with colleagues across the Libraries and University (academic colleges, departments, institutes, and others Office of others Office of Research and Innovation, Institutional Effectiveness & Analytics, Office of the Provost), serve as liaison to Virginia Tech Transportation Institute, and support the Virginia Tech community across all locations, including distance and online affiliates, utilizing best practices to reflect Virginia Tech’s Principles of Community throughout work activities and initiatives. That's responsibilities. Then Required Qualifications: bullet list? It's a paragraph: "A terminal degree in a field related to the job duties, such as a master's in library and/or Information Science (MLS, MLIS, MIS, etc) from an ALA-accredited graduate program, or Ph.D or other terminal degree related to job duties.Experience working as a professional in a large research-intensive university, national lab, or similar research-intensive institutionEducation, training, or experience with one or more of the following: scholarly databases and their metadata, and/or related platforms, software, tools, or databasesExperience designing, planning, implementing, and maintaining complex projects or servicesEvidence of knowledge, background, or experience in current and emerging trends or theories in academic research and scholarship" We can format as list. Preferred Qualifications: list. Overtime Status Exempt: Not eligible for overtime Appointment Type Regular Salary Information $68,000 minimum dependent on qualifications and experience Hours per week 40 Review Date 10/19/26 Additional Information Work Location: This position is eligible for hybrid or fully remote, and the work arrangement will be confirmed upon hire. As necessary, may need to be onsite for collaboration purposes, with up to four campus visits per year. Unable to Sponsor Work Visas. The successful candidate will be required to have a criminal conviction check. We need to include Pay and Schedule sections only if posting actually states them. Pay: Salary Information $68,000 minimum dependent on qualifications and experience. That's pay info. So include Pay section. Schedule: Hours per week 40. That's schedule. Also maybe mention hybrid/remote? That's work location, not schedule. So schedule section: 40 hours per week. Benefits: Not mentioned explicitly. No benefits details. So we should not create Benefits section. Skills: Could be derived from qualifications? But we should only create Skills section if posting has specific content for it. The posting does not have a separate "Skills" heading; we could infer but we should not invent. So better not to include Skills unless there is explicit skill list. There's mention of "Working knowledge of Python or R" under Preferred Qualifications. That's a skill. But we could put that under Preferred Qualifications. The instruction: Prefer a few substantive sections over many thin ones. So we could combine qualifications and skills into Requirements/Qualifications sections. We have Required Qualifications and Preferred Qualifications. Could combine into Qualifications section with subheadings? But we only allowed headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We could use Requirements for required qualifications, Qualifications for preferred qualifications, Skills maybe not needed. Or we could put all qualifications under Qualifications and skip Requirements. But we need to preserve all substantive info. Let's decide: Use Requirements for required qualifications, Qualifications for preferred qualifications. Skills we can omit if no explicit skill list beyond what's in qualifications. However we have "Working knowledge of Python or R" which is a skill; but it's under Preferred Qualifications. So we can keep it there. Thus sections: About the role (maybe a brief summary?), Responsibilities, Requirements, Qualifications, Pay, Schedule. Also maybe About Virginia Tech? That's boilerplate about the institution; could be considered "About the role"? Actually "About Virginia Tech" is generic about the university, not specific to role. Might be considered boilerplate but could be kept as context? The instruction: remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. "About Virginia Tech" is not exactly boilerplate but it's generic description of the university; could be considered part of job posting but not essential? The instruction says preserve ALL substantive information; do NOT invent or summarize away detail. So we should keep the description of Virginia Tech as it's substantive about the employer. However we have no heading for "About the Employer". We could put it under "About the role"? But that might be misleading. Perhaps we can create a section "About Virginia Tech" but not in allowed headings list. The allowed headings list is given: use

for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). It says e.g., meaning those are examples, but we should use those headings. Likely we should stick to those. So we could incorporate the Virginia Tech description into "About the role" section as a brief overview of the employer context. That seems acceptable. Thus About the role: combine the initial description of role plus Virginia Tech description? The initial description already includes role duties. We could put role description there, and maybe add Virginia Tech info as a separate paragraph. But we must not repeat job title as heading. So we will not include heading "Science & Technology Research Intelligence Analyst". We'll just have sections. Now we need to output only HTML fragment, no /, no markdown fences. Let's craft:

About the role

Reporting to the Director for Research Impact & Intelligence, the analyst will work in a team‑based environment to provide consultations and deliver services related to documenting, collecting, and analyzing research and scholarly activity data to provide qualitative and quantitative evidence for strategic decision making across research domains. The analyst will also provide education and outreach on research intelligence, researcher visibility, finding funding opportunities, research analytics and tools, national research evaluation policy, and developing strategies for researchers and administrators. The incumbent will serve as a liaison librarian to one program, department, or institute aligned with their background, partner with colleagues across the Libraries and University (including academic colleges, departments, institutes, Office of Research and Innovation, Institutional Effectiveness & Analytics, Office of the Provost), serve as liaison to the Virginia Tech Transportation Institute, and support the Virginia Tech community across all locations—including distance and online affiliates—while reflecting Virginia Tech’s Principles of Community.

Maybe we can add a sentence about Virginia Tech: "Virginia Tech is a comprehensive land‑grant institution..." but we can incorporate. Better to include that description after role duties. Let's add a paragraph: "Virginia Tech is a comprehensive land‑grant institution dedicated to knowledge, discovery, and creativity, with over $650 million in annual research activity and a presence across multiple campuses and extension offices." Now Responsibilities: we could separate duties list. But we already included many duties in About the role. However we need a Responsibilities section with specific duties. The About the role already contains many responsibilities; but we could still have Responsibilities section with a list of duties. To avoid duplication, we could move the detailed duties to Responsibilities and keep About the role as a brief summary. But we must preserve all substantive info; we can split. Let's define: About the role: brief summary: "The Science & Technology Research Intelligence Analyst supports research impact and intelligence initiatives at Virginia Tech, working with the Director for Research Impact & Intelligence to provide consultations, analysis, education, and liaison services." Responsibilities: list of duties. Requirements: required qualifications. Qualifications: preferred qualifications. Pay: salary. Schedule: hours per week. We must not create sections with filler. Ensure each has content. Now let's extract duties list from original: - Provide consultations and deliver services related to documenting, collecting, and analyzing research and scholarly activity data. - Provide qualitative and quantitative evidence for strategic decision making through a variety of research domains. - Provide education and outreach on research intelligence, researcher visibility, finding funding opportunities, research analytics and tools, national research evaluation policy. - Develop strategies for researchers and administrators to effectively [presumably "to effectively Virginia Tech"? maybe a typo; but we keep phrase]. - Provide specialized support for bibliometrics, network visualization options, and emerging applications of research ecosystem data. - Serve as liaison librarian to one program, department, or institute related to incumbent’s background/expertise. - Partner with colleagues across the Libraries and University (academic colleges, departments, institutes, Office of Research and Innovation, Institutional Effectiveness & Analytics, Office of the Provost). - Serve as liaison to Virginia Tech Transportation Institute. - Support the Virginia Tech community across all locations, including distance and online affiliates, utilizing best practices to reflect Virginia Tech’s Principles of Community throughout work activities and initiatives. We can put these as

• . Now Required Qualifications: list: - Terminal degree in a field related to the job duties, such as a master's in library and/or Information Science (MLS, MLIS, MIS, etc) from an ALA‑accredited graduate program, or Ph.D or other terminal degree related to job duties. - Experience working as a professional in a large research‑intensive university, national lab, or similar research‑intensive institution. - Education, training, or experience with one or more of the following: scholarly databases and their metadata, and/or related platforms, software, tools, or databases. - Experience designing, planning, implementing, and maintaining complex projects or services. - Evidence of knowledge, background, or experience in current and emerging trends or theories in academic research and scholarship. Now Preferred Qualifications: - Active research agenda demonstrated through published scholarly work. - Experience with research, funding, and/or patent metrics, analysis methods, bibliographic databases, and research analytic software and/or tools such as Scival, InCites, or Academic Analytics. - Experience providing services related to research, funding, and/or patent metrics, as well as experience in data management and/or data science. - Experience in library services, institutional effectiveness, or intelligence work. - Working knowledge of Python or R. Now Pay: Salary Information $68,000 minimum dependent on qualifications and experience. Schedule: Hours per week 40. We could also mention hybrid/remote work location but that's not schedule; maybe we could include in About the role or Responsibilities? It's under Additional Information. Could be included in About the role as a note about work arrangement. But we already have About the role; we could add a sentence: "The position is eligible for hybrid or fully remote work, with up to four campus visits per year as needed." That's substantive. Now we need to remove boilerplate: EEO, visa sponsorship, criminal conviction check, application instructions, etc. Also remove "Unable to Sponsor Work Visas." and "The successful candidate will be required to have a criminal conviction check." Also remove "Review Date 10/19/26" maybe not needed?