Institutional Research Analyst (Accreditation and Institutional Effectiveness Coordinator)
for section headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We must not repeat job title as heading. We must include only sections with real specific content. Remove boilerplate, navigation, EEO, etc. Also remove application instructions, Job ID, etc. Keep substantive info.
Let's parse the posting.
Key sections:
- Intro: "At Baruch College we believe that student success is everyone’s responsibility" Baruch College seeks an organized, collaborative, and technologically adept Accreditation and Institutional Effectiveness Coordinator. Reporting to the Associate Provost for Institutional Effectiveness and Accreditation, the Coordinator will support accreditation, institutional effectiveness, assessment, reporting, and administrative activities. The Coordinator will play an important role in supporting the College’s institutional effectiveness and accreditation initiatives. The successful candidate will help prepare accreditation and annual performance measurement process (PMP) documents, organize supporting evidence, coordinate meetings and project timelines, compile institutional information, and support the responsible use of emerging technologies, including artificial intelligence, to improve office workflows.
That's about the role. Could be "About the role" heading.
- Responsibilities: list bullet points under "Responsibilities Include, But Are Not Limited To". We'll capture each bullet.
- Qualifications: "Bachelor's Degree required. Applicants must be legally authorized to work in the United States at the time of appointment. This position is not eligible for visa sponsorship." That's qualifications.
- Preferred Qualifications: list bullet points.
- Skills: maybe we can extract from qualifications and preferred qualifications. But we have a separate "Skills" heading if there is specific skill content. The qualifications include skills like proficiency with Microsoft Office, ability to analyze, strong interpersonal skills, etc. Could put under "Skills". However we must not create thin sections. We could combine qualifications and skills? The instruction: Use headings for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). We need to decide which sections have real content.
We have:
- About the role: yes.
- Responsibilities: yes.
- Qualifications: yes (Bachelor's degree, work authorization, no visa sponsorship). Could also include "Requirements" maybe same as qualifications? But we can treat "Qualifications" as required qualifications, and "Preferred Qualifications" as separate? But we only have one Qualifications heading allowed; we could put both required and preferred under Qualifications, or split into Requirements and Qualifications? The list includes Requirements as a possible heading. Could use "Requirements" for required qualifications (Bachelor's degree, work auth, no visa sponsorship). Then "Qualifications" for preferred qualifications. Or we could combine. The instruction: Prefer a few substantive sections over many thin ones. So maybe we combine required and preferred into one "Qualifications" section. But we also have "Skills" heading; we could extract skill-based items into Skills.
Let's see content:
Required qualifications: Bachelor's Degree required. Applicants must be legally authorized to work in the United States at the time of appointment. This position is not eligible for visa sponsorship.
Preferred qualifications: Interest in or experience with the responsible use of generative artificial intelligence and emerging technologies for research, writing, data analysis, document management, project coordination, or administrative workflows. Experience supporting accreditation, institutional effectiveness, assessment, institutional research, academic affairs, strategic planning, compliance, or a related higher-education function. Experience preparing, editing, formatting, and organizing complex reports, presentations, and institutional documents, with excellent writing, proofreading, research, and presentation skills. Strong organizational and project-management skills, including coordinating meetings, managing calendars, tracking deadlines, following up on action items, and balancing competing priorities. Proficiency with Microsoft Office and experience using spreadsheets, databases, surveys, document-management systems, collaboration platforms, or data-visualization tools. Ability to analyze and synthesize quantitative and qualitative information and communicate findings clearly to varied audiences. Strong interpersonal skills and the ability to collaborate effectively with faculty, staff, administrators, and other institutional stakeholders. Familiarity with CUNY systems, institutional data, policies, or administrative processes, and the ability to exercise discretion when handling confidential information.
Also there is a "CUNY Title Overview" describing Institutional Research Analyst role; but that seems like a different job title? Actually the posting includes "CUNY Title Overview Assists with Institutional Research projects..." This seems like a description of the CUNY title "Assistant to HEO". Might be considered part of the job description. Could be considered as part of responsibilities or qualifications? It's more like a description of the title. Might be considered as part of responsibilities. But we already have responsibilities list. Could incorporate some of those duties into responsibilities if not already covered. However the responsibilities list already covers many similar items. The CUNY Title Overview includes: assists with Institutional Research projects, data, and reports; coordinates design and maintenance of Institutional Research databases; works with large complex data sets; assists with design, production and administration of survey instruments; analyzing quantitative and qualitative data; prepares and runs reports; works with others to assure high-quality information and reporting; performs related duties as assigned. This is similar to responsibilities but more specific to Institutional Research Analyst title. Since the job is Accreditation and Institutional Effectiveness Coordinator, maybe the CUNY Title Overview is generic for the title. Could be considered as part of responsibilities. We could add those as additional bullet points under Responsibilities if not already covered. However we must not invent or summarize away detail; we must preserve ALL substantive information. So we need to include that content somewhere. If we don't add a separate section, we could add to Responsibilities as extra bullets. That would preserve it.
Now Benefits and Pay: The posting includes "Compensation And Benefits $50,350- $58,705; Salary commensurate with education and experience. CUNY's benefits contribute significantly to total compensation, supporting health and wellness, financial well-being, and professional development. We offer a range of health plans, competitive retirement/pension benefits and savings plans, tuition waivers for CUNY graduate study and generous paid time off. Our staff also benefits from the extensive academic, arts, and athletic programs on our campuses and the opportunity to participate in a lively, diverse academic community in one of the greatest cities in the world."
Thus we have Pay (salary range) and Benefits description. Also Schedule? Not mentioned. So we should not create Schedule section.
Thus we will have sections: About the role, Responsibilities, Qualifications (maybe split into Required and Preferred? but we can combine), Benefits, Pay.
We must not include sections with filler like "commensurate with experience" etc. But we have actual salary range, so Pay section is valid.
We need to use for each section heading. Use - for any list of duties/requirements/benefits. Use
for prose.
We must not repeat job title as heading. So no heading with the job title.
We must not put Job ID etc as headings; we will drop them.
We must remove boilerplate: EEO, equal opportunity, application instructions, closing date, etc.
We must preserve all substantive information: So we need to include all bullet points from responsibilities, qualifications, preferred qualifications, benefits, pay, and the CUNY Title Overview details (maybe as part of responsibilities). Also the intro paragraph.
Let's extract responsibilities list exactly as given:
"Assists with preparing, editing, formatting, and organizing accreditation reports, self-study materials, evidence inventories, presentations, and related institutional documents.
Supports accreditation and PMP review processes by collecting documentation, maintaining evidence files, tracking assignments, and coordinating contributions from working groups and campus offices.
Maintains organized electronic repositories of accreditation and PMP materials, institutional records, policies, reports, supporting evidence, and correspondence.
Coordinates meetings, calendars, project plans, contact lists, status reports, assignments, and deadlines for accreditation and institutional-effectiveness initiatives.
Prepares meeting agendas, presentations, and background materials; records decisions and action items; and follows up with participants.
Compiles, verifies, and summarizes institutional data and produces clear, accurate tables, charts, presentations, and reports for accreditation, assessment, planning, and reporting.
Assists with institutional research, surveys, assessment activities, data collection, performance measurement, and internal and external reporting.
Reviews documents and data for accuracy, completeness, and alignment with applicable accreditation standards, institutional requirements, policies, and emerging regulatory expectations.
Collaborates with faculty, staff, administrators, and campus offices and supports communications, training, presentations, and department outreach
Uses artificial intelligence and other technologies to improve research, analysis, document preparation, project management, and office workflows while protecting accuracy, confidentiality, data security, and policy compliance"
We should keep each as a bullet.
Now CUNY Title Overview bullets:
"Assists with Institutional Research projects, data, and reports.
Coordinates the design and maintenance of Institutional Research databases.
Works with large complex data sets, including exporting/importing from various sources, cleaning data files, and maintaining historical records.
Assists with the design, production and administration of survey instruments, analyzing quantitative and qualitative data.
Prepares and runs reports for internal and external constituents.
Works with others in the College community to assure high-quality information and reporting.
Performs related duties as assigned."
We could add these as additional responsibilities bullets.
Now Qualifications (required): Bachelor's Degree required. Applicants must be legally authorized to work in the United States at the time of appointment. This position is not eligible for visa sponsorship.
Preferred qualifications list as above.
We could separate required and preferred under Qualifications heading with maybe subheadings? But we cannot add extra headings beyond the allowed list? The instruction only says use
for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). It doesn't forbid other headings, but we should follow the pattern. Could we add a for subheadings? Not specified. Safer to just have one Qualifications section and include both required and preferred as paragraphs or lists.
We could do:
Qualifications
- Bachelor's Degree required.
- Applicants must be legally authorized to work in the United States at the time of appointment.
- This position is not eligible for visa sponsorship.
Preferred qualifications:
- Interest in or experience with the responsible use of generative artificial intelligence and emerging technologies for research, writing, data analysis, document management, project coordination, or administrative workflows.
... etc
That preserves all.
Now Benefits: we have description. Could make a for benefits items: health plans, retirement/pension benefits, savings plans, tuition waivers for CUNY graduate study, generous paid time off, access to academic, arts, athletic programs, opportunity to participate in lively diverse academic community. Also mention that benefits contribute significantly to total compensation.
We could also include the salary range under Pay.
Pay: Salary range: $50,350 – $58,705 (commensurate with education and experience).
But we must avoid filler like "commensurate with experience" maybe it's okay as it's actual statement. The instruction: never emit a heading followed by filler/placeholder text (e.g. "commensurate with experience", "not specified", "N/A", "varies", "TBD") and never create Pay/Schedule/Benefits sections unless the posting actually states them. It says we should not create a Pay section if the posting only says "commensurate with experience" without actual numbers. But here we have actual range, so it's fine. Including the phrase "commensurate with education and experience" is okay as it's additional detail, not filler alone.
Thus Pay section: Salary range: $50,350 – $58,705 (commensurate with education and experience).
Benefits section: with items.
Now About
- for any list of duties/requirements/benefits. Use
for prose. We must not repeat job title as heading. So no heading with the job title. We must not put Job ID etc as headings; we will drop them. We must remove boilerplate: EEO, equal opportunity, application instructions, closing date, etc. We must preserve all substantive information: So we need to include all bullet points from responsibilities, qualifications, preferred qualifications, benefits, pay, and the CUNY Title Overview details (maybe as part of responsibilities). Also the intro paragraph. Let's extract responsibilities list exactly as given: "Assists with preparing, editing, formatting, and organizing accreditation reports, self-study materials, evidence inventories, presentations, and related institutional documents. Supports accreditation and PMP review processes by collecting documentation, maintaining evidence files, tracking assignments, and coordinating contributions from working groups and campus offices. Maintains organized electronic repositories of accreditation and PMP materials, institutional records, policies, reports, supporting evidence, and correspondence. Coordinates meetings, calendars, project plans, contact lists, status reports, assignments, and deadlines for accreditation and institutional-effectiveness initiatives. Prepares meeting agendas, presentations, and background materials; records decisions and action items; and follows up with participants. Compiles, verifies, and summarizes institutional data and produces clear, accurate tables, charts, presentations, and reports for accreditation, assessment, planning, and reporting. Assists with institutional research, surveys, assessment activities, data collection, performance measurement, and internal and external reporting. Reviews documents and data for accuracy, completeness, and alignment with applicable accreditation standards, institutional requirements, policies, and emerging regulatory expectations. Collaborates with faculty, staff, administrators, and campus offices and supports communications, training, presentations, and department outreach Uses artificial intelligence and other technologies to improve research, analysis, document preparation, project management, and office workflows while protecting accuracy, confidentiality, data security, and policy compliance" We should keep each as a bullet. Now CUNY Title Overview bullets: "Assists with Institutional Research projects, data, and reports. Coordinates the design and maintenance of Institutional Research databases. Works with large complex data sets, including exporting/importing from various sources, cleaning data files, and maintaining historical records. Assists with the design, production and administration of survey instruments, analyzing quantitative and qualitative data. Prepares and runs reports for internal and external constituents. Works with others in the College community to assure high-quality information and reporting. Performs related duties as assigned." We could add these as additional responsibilities bullets. Now Qualifications (required): Bachelor's Degree required. Applicants must be legally authorized to work in the United States at the time of appointment. This position is not eligible for visa sponsorship. Preferred qualifications list as above. We could separate required and preferred under Qualifications heading with maybe subheadings? But we cannot add extra headings beyond the allowed list? The instruction only says use
for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). It doesn't forbid other headings, but we should follow the pattern. Could we add a
for subheadings? Not specified. Safer to just have one Qualifications section and include both required and preferred as paragraphs or lists. We could do:
Qualifications
- Bachelor's Degree required.
- Applicants must be legally authorized to work in the United States at the time of appointment.
- This position is not eligible for visa sponsorship.
Preferred qualifications:
- Interest in or experience with the responsible use of generative artificial intelligence and emerging technologies for research, writing, data analysis, document management, project coordination, or administrative workflows. ... etc
- for benefits items: health plans, retirement/pension benefits, savings plans, tuition waivers for CUNY graduate study, generous paid time off, access to academic, arts, athletic programs, opportunity to participate in lively diverse academic community. Also mention that benefits contribute significantly to total compensation.
We could also include the salary range under Pay.
Pay:
Salary range: $50,350 – $58,705 (commensurate with education and experience).
But we must avoid filler like "commensurate with experience" maybe it's okay as it's actual statement. The instruction: never emit a heading followed by filler/placeholder text (e.g. "commensurate with experience", "not specified", "N/A", "varies", "TBD") and never create Pay/Schedule/Benefits sections unless the posting actually states them. It says we should not create a Pay section if the posting only says "commensurate with experience" without actual numbers. But here we have actual range, so it's fine. Including the phrase "commensurate with education and experience" is okay as it's additional detail, not filler alone. Thus Pay section:Salary range: $50,350 – $58,705 (commensurate with education and experience).
Benefits section:- with items.
Now About