Data Analyst TMS

We need to output HTML fragment with sections: headings

for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule etc. Only include sections that have real specific content. Must not repeat job title. Must not include Job ID etc. Must preserve all substantive info, remove boilerplate, navigation, legal, EEO, equal-opportunity, scam-warning, duplicated lines, application instructions. We need to parse the job posting. Let's extract relevant content. First paragraph: "Site: The Brigham and Women's Hospital, Inc. Mass General Brigham relies on a wide range of professionals, including doctors, nurses, business people, tech experts, researchers, and systems analysts to advance our mission. As a not-for-profit, we support patient care, research, teaching, and community service, striving to provide exceptional care. We believe that high-performing teams drive groundbreaking medical discoveries and invite all applicants to join us and experience what it means to be part of Mass General Brigham." That's about the organization. Could be "About the role" or "About the organization". The instruction says use headings for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we can have "About the role" heading and put that paragraph. Next: "Job Summary Working under the supervision of the Administrative Manager for Psychiatry Interventional Services, and in collaboration with the Director of the Clinical Transcranial Magnetic Stimulation (TMS) Service and Medical Director of Image-Guided Targeting and following established policies and procedures, supports image-guided targeting for clinical patients receiving accelerated TMS (aTMS). The analyst will work in the clinical TMS service of BWH and will require professionalism, self-motivation, and an ability to work independently. The analyst should have experience in data analyses and/or statistical programming and be highly motivated and able to learn new analytical skills. The analyst may be responsible for the following activities: collecting, entering and organizing patient data; cleaning and analyzing large databases of patient data; developing and running statistical code to the clinical TMS service, generating data visualizations using statistical software including Python; contributing to the preparation and presentation of results in the form of oral presentation at meetings and documentation in the electronic medical record. Projects range from simple programming and basic data manipulation/analysis to more advanced and predictive analytics. The analyst will work closely with their team to execute analytic plans and ensure accurate, valid, reliable, and timely results. The analyst must have a strong attention to detail and an in-depth knowledge of data structure, programming, and administration of computational systems." That's responsibilities. So we can put under

Responsibilities

with a

• list of duties. The paragraph includes a list after "may be responsible for the following activities:" and then a series separated by semicolons. Also later sentences about projects, teamwork, attention to detail. We need to preserve all substantive info. We'll convert to list items. Next: "Qualifications PRINCIPAL DUTIES AND RESPONSIBILITIES: Work with a variety of tools (ex: Python, Excel, etc.) to access data, write queries, develop programming logic, create dashboards, manipulate, and analyze large datasets to meet the needs of the BWH clinical TMS service.Assisting in all statistical and data management tasks for clinical service. Performs these tasks with a high level of accuracy under supervision of faculty.Developing analytical and statistical tools to aid with analysis of patient data.Developing and maintaining the service’s computational environment.Assists in writing the processing programs necessary to implement new phases of clinical care including the checking scripts needed to ensure the validity and consistency of new data.Contributes data and programming expertise at meetings.Assists in the design and implementation of interim and final data cleaning and documentation for closed sections of the clinical database.Modifies and runs routine quality control and reporting programs for use by clinical personnel as well as for circulation to leadership. This includes writing new macros for data management and analysis, as well as production of any graphical output necessary for visualization of the results.Interacts directly with clinical personnel to resolve data problems.Responsible for the development and maintenance of department databases and capabilities.Assisting with MRI image acquisition and MRI data processing, including construction and de-bugging of data analysis pipelines.Managing the clinical TMS targeting pipeline.Responsible for collecting data and maintaining patient information database for clinical care. May be required to input data, do minimum analysis and run various reports. Maintains patients records as part of record keeping function.Monitors and sets up any needed equipment.Maintains inventory and orders supplies when necessary.Opportunity to perform transcranial magnetic stimulation if candidate interested.Works as a team member with all other staff to ensure smooth collaboration.All other duties, as assigned.Complies with all policies and standards." This seems like a duplicate of responsibilities but more detailed. It's under "Qualifications PRINCIPAL DUTIES AND RESPONSIBILITIES:" but it's actually more duties. We need to preserve all substantive info, not duplicate. We already have responsibilities; we can combine or keep both but avoid duplication. The instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." So we need to include everything, but we can avoid repeating same content. However the second block is more detailed duties; we could merge into responsibilities list. But we must not lose any detail. So we can create a responsibilities section that includes all duties from both blocks. Then after that: "Qualifications BS or BA New graduate with relevant course or project work" That's qualifications heading. Then "Skills/Abilities/Competencies Required Excellent interpersonal skills are required for working with the team.Good oral and written communication skills.Knowledge of clinical research protocols.Knowledge of computer programs, databases, etc.Working knowledge of programming systems such as Python, etc.Knowledge of the Windows environment including Microsoft Office software and related database applications.Previous experience with MS Access and Excel highly encouraged.Excellent organizational skills and ability to prioritize a variety of tasks.Careful attention to detail.Ability to demonstrate professionalism and respect for patient rights and individual needs." That's skills. Then "Working Conditions Office and clinic environmentHybrid work arrangement can be discussed" That's schedule? Actually working conditions. Could be schedule or benefits? Not exactly. There's no explicit Pay or Benefits sections besides later: "Additional Job Details (if Applicable) Remote Type Hybrid Work Location 60 Fenwood Road Scheduled Weekly Hours 40 Employee Type Regular Work Shift Day (United States of America) Pay Range $53,040.00 - $75,888.80/Annual Grade 5" So we have Pay Range and Scheduled Weekly Hours, Work Shift Day. Also location. So we can create a Pay section with the pay range. Schedule section with weekly hours and shift. Benefits? There's a paragraph later: "At Mass General Brigham, we believe in recognizing and rewarding the unique value each team member brings to our organization. Our approach to determining base pay is comprehensive, and any offer extended will take into account your skills, relevant experience if applicable, education, certifications and other essential factors. The base pay information provided offers an estimate based on the minimum job qualifications; however, it does not encompass all elements contributing to your total compensation package. In addition to competitive base pay, we offer comprehensive benefits, career advancement opportunities, differentials, premiums and bonuses as applicable and recognition programs designed to celebrate your contributions and support your professional growth." That's benefits info (though generic). We can include a Benefits section with that paragraph (but must not include filler like "commensurate with experience". This paragraph is substantive: mentions comprehensive benefits, career advancement, differentials, premiums, bonuses, recognition programs. So we can include Benefits. We must remove EEO statement, legal boilerplate, etc. Also remove "EEO Statement 2200 ..." and the rest about competency framework (maybe not needed). The competency framework is generic; could be considered boilerplate? It's not directly about the job; it's about Mass General Brigham framework. Likely we should remove as it's not specific to the role. The instruction: remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. The competency framework is not EEO but maybe still generic; but it's not about the specific job. Safer to remove. Also remove "Additional Job Details (if Applicable)" heading; we just incorporate its content. Now we need to output HTML fragment only, no /, no markdown. We'll produce sections:

  About the role

  ... (the first paragraph about Mass General Brigham mission)

  Responsibilities

  • ... list items covering all duties from both blocks.

  Qualifications

  BS or BA; new graduate with relevant course or project work.

  Skills/Abilities/Competencies

  • ... list items from skills block.

  Working Conditions

  Office and clinic environment; hybrid work arrangement can be discussed.

  Pay

  Pay range: $53,040.00 – $75,888.80 per annual (Grade 5).

  Schedule

  Scheduled weekly hours: 40; work shift: Day; location: 60 Fenwood Road; employee type: Regular.

  Benefits

  In addition to competitive base pay, we offer comprehensive benefits, career advancement opportunities, differentials, premiums and bonuses as applicable and recognition programs designed to celebrate contributions and support professional growth.

  We need to ensure we didn't miss any substantive info: The "Opportunity to perform transcranial magnetic stimulation if candidate interested." is a duty; include in responsibilities. Also "Assisting with MRI image acquisition and MRI data processing, including construction and de-bugging of data analysis pipelines." etc. Also "Managing the clinical TMS targeting pipeline." Also "Responsible for collecting data and maintaining patient information database for clinical care. May be required to input data, do minimum analysis and run various reports. Maintains patients records as part of record keeping function." Also "Monitors and sets up any needed equipment. Maintains inventory and orders supplies when necessary." Also "Works as a team member with all other staff to ensure smooth collaboration." Also "All other duties, as assigned." Also "Complies with all policies and standards." Also from first responsibilities block: "collecting, entering and organizing patient data; cleaning and analyzing large databases of patient data; developing and running statistical code to the clinical TMS service, generating data visualizations using statistical software including Python; contributing to the preparation and presentation of results in the form of oral presentation at meetings and documentation in the electronic medical record." Also "Projects range from simple programming and basic data manipulation/analysis to more advanced and predictive analytics." Also "The analyst will work closely with their team to execute analytic plans and ensure accurate, valid, reliable, and timely results." Also "The analyst must have a strong attention to detail and an in-depth knowledge of data structure, programming, and administration of computational systems." Also "Work with a variety of tools (ex: Python, Excel, etc.) to access data, write queries, develop programming logic, create dashboards, manipulate, and analyze large datasets to meet the needs of the BWH clinical TMS service." Also "Assisting in all statistical and data management tasks for clinical service. Performs these tasks with a high level of accuracy under supervision of faculty." Also "Developing analytical and statistical tools to aid with analysis of patient data." Also "Developing and maintaining the service’s computational environment." Also "Assists in writing the processing programs necessary to implement new phases of clinical care including the checking scripts needed to ensure the validity and consistency of new data." Also "Contributes data and programming expertise at meetings." Also "Assists in the design and implementation of interim and final data cleaning and documentation for closed sections of the