The data scientist analyzes and evaluates data (quantitative and qualitative), providing findings in visual formats accurately and easily conveying key insights and suggested improvements to processes and data usage. The data scientist works closely with stakeholders to identify and answer critical organizational data questions through building and maintaining accurate data models, conducting in-depth analysis, and creating reporting that includes interactive, highly engaging visualizations.
Summary
The data scientist analyzes and evaluates data (quantitative and qualitative), providing findings in visual formats accurately and easily conveying key insights and suggested improvements to processes and data usage. The data scientist works closely with stakeholders to identify and answer critical organizational data questions through building and maintaining accurate data models, conducting in-depth analysis, and creating reporting that includes interactive, highly engaging visualizations.
***Physical work location will be determined upon selection.***
MAJOR DUTIES:
Advising on the potential benefits/uses of automation to improve the efficiency of data operations
Analyzing a variety of data sources to provide data-driven insights to the organization and streamline processes
Analyzing and evaluating (on a quantitative and/or qualitative basis) the effectiveness of line program operations in meeting established goals and objectives
Analyzing management information requirements to develop program or administrative reporting systems including the systems specifications, data gathering and analytical techniques, and systems evaluation methodology
Combining, analyzing, and interpreting large and/or complex data sets to develop data-driven organizational solutions
Defining useful measurements for specific purposes, including key performance indicators
Create custom reports and dashboards for efficient communication of key performance indicators tailored to organizational needs and objectives
Negotiating shared understandings of business processes and data points required to track those processes
Conducting statistical analysis to make informed projections, data driven decisions, and recommendations based on findings
Determining the best and most efficient ways to collect quantitative information
Work Schedule: 8:00am-4:30pm Mon-Fri. Compressed/Flexible: May be Available Telework: May be Authorized Remote: This is NOT a remote position. You must live within or be willing to relocate within a commutable distance of the duty location. Position Description/PD#: Data Scientist/PD618410Relocation/Recruitment Incentives: Not Authorized Permanent Change of Station (PCS): Not Authorized Financial Disclosure Report: Required
Selective Service Registration is required for males born after 12/31/1959
Subject to background/security investigation
Selected applicants will be required to complete an online onboarding process. Acceptable form(s) of identification will be required to complete pre-employment requirements (https://www.uscis.gov/i-9-central/form-i-9-acceptable-documents). Effective May 7, 2025, driver's licenses or state-issued identification cards that are not REAL ID compliant cannot be utilized as an acceptable form of identification for employment.
Participation in the seasonal influenza vaccination program is a requirement for all Department of Veterans Affairs Health Care Personnel (HCP)
As a condition of employment for accepting this position, you will be required to serve a 1-year probationary period or 2-year trial period during which we will evaluate your fitness and whether your continued employment advances the public interest. In determining if your employment advances the public interest, we may consider:
your performance and conduct;
the needs and interests of the agency;
whether your continued employment would advance organizational goals of the agency or the Government; and
whether your continued employment would advance the efficiency of the Federal service.
Upon completion of your probationary period or trial period, your employment will be terminated unless you receive certification, in writing, that your continued employment advances the public interest.
Qualifications
To qualify for this position, applicants must meet all requirements by the closing date of this announcement, 07/31/2026.
Time-In-Grade Requirement: Applicants who are current Federal employees and have held a GS grade any time in the past 52 weeks must also meet time-in-grade requirements by the closing date of this announcement. For a GS-13 position you must have served 52 weeks at the GS-12. The grade may have been in any occupation, but must have been held in the Federal service. An SF-50 that shows your time-in-grade eligibility must be submitted with your application materials. If the most recent SF-50 has an effective date within the past year, it may not clearly demonstrate you possess one-year time-in-grade, as required by the announcement. In this instance, you must provide an additional SF-50 that clearly demonstrates one-year time-in-grade. Note: Time-In-Grade requirements also apply to former Federal employees applying for reinstatement as well as current employees applying for Veterans Employment Opportunities Act of 1998 (VEOA) appointment.
BASIC EDUCATION REQUIREMENT- You must first meet Basic Education Requirements for this position as described below. Transcripts are REQUIRED.
Basic Education Requirement
Degree: Mathematics, statistics, computer science, data science or field directly related to the position. The degree must be in a major field of study (at least at the baccalaureate level) that is appropriate for the position.
OR
Combination of education and experience: Courses equivalent to a major field of study (30 semester hours) as shown in paragraph above, plus additional education or appropriate experience. TRANSCRIPTS REQUIREDAND
ADDITIONAL QUALIFICATIONS- In addition to meeting the basic education requirement, you must have specialized experience or directly related education as described below.
AND
Specialized Experience: 1 year of Specialized Experience equivalent to at least the next lower grade GS-12 in the normal line of progression for the occupation in the organization.
NOTE: To be minimally qualified for this position, you must meet 4 of the 6 examples of specialized experience listed below. Specialized experience is:
Experience assisting with managing research programs and health and administrative personnel.
Assisting others in implementing/consulting on research and management studies including review of their design, scientific method, interpretation of findings, and reporting.
Providing support for program evaluations at the national level through managing customer satisfaction survey data.
Working with quantitative data sets of organizational data using specialized statistical survey software (e.g., R or SAS).
Assisting with the creation of interactive data reports for use by executive leaders at local and national levels.
Assisting others in explaining the program office and agency's perspective on management issues and organizational practices to stakeholders, professional networks, and leadership groups in VA and beyond.
Experience refers to paid and unpaid experience, including volunteer work done through National Service programs (e.g., Peace Corps, AmeriCorps) and other organizations (e.g., professional; philanthropic; religions; spiritual; community; student; social). Volunteer work helps build critical competencies, knowledge, and skills and can provide valuable training and experience that translates directly to paid employment. You will receive credit for all qualifying experience, including volunteer experience.
Note: A full year of work is considered to be 35-40 hours of work per week. Part-time experience will be credited on the basis of time actually spent in appropriate activities. Applicants wishing to receive credit for such experience must indicate clearly the nature of their duties and responsibilities in each position and the number of hours a week spent in such employment.
Physical Requirements: Typically, the employee sits comfortably to do the work; however, there may be some walking, standing, bending, carrying of light items, such as, papers and books.
There is no educational substitution at this grade level.
A transcript must be submitted with your application if you are basing all or part of your qualifications on education.
Note: Only education or degrees recognized by the U.S. Department of Education from accredited colleges, universities, schools, or institutions may be used to qualify for Federal employment. You can verify your education here: http://ope.ed.gov/accreditation/. If you are using foreign education to meet qualification requirements, you must send a Certificate of Foreign Equivalency with your transcript in order to receive credit for that education. For further information, visit: https://sites.ed.gov/international/recognition-of-foreign-qualifications/.
Additional information
Receiving Service Credit for Earning Annual (Vacation) Leave: Federal Employees earn annual leave at a rate (4, 6 or 8 hours per pay period) which is based on the number of years they have served as a Federal employee. Selected applicants may qualify for credit toward annual leave accrual, based on prior work experience or military service experience. This credited service can be used in determining the rate at which they earn annual leave. Such credit must be requested and approved prior to the appointment date and is not guaranteed.
This job opportunity announcement may be used to fill additional vacancies.
If you are unable to apply online or need an alternate method to submit documents, please reach out to the Agency Contact listed in this Job Opportunity Announcement.
Candidates should be committed to improving the efficiency of the Federal government, passionate about the ideals of our American republic, and committed to upholding the rule of law and the United States Constitution.
A career with the U.S. government provides employees with a comprehensive benefits package. As a federal employee, you and your family will have access to a range of benefits that are designed to make your federal career very rewarding. Opens in a new windowLearn more about federal benefits.
Eligibility for benefits depends on the type of position you hold and whether your position is full-time, part-time or intermittent. Contact the hiring agency for more information on the specific benefits offered.
How you will be evaluated
You will be evaluated for this job based on how well you meet the qualifications above.
IN DESCRIBING YOUR EXPERIENCE, PLEASE BE CLEAR AND SPECIFIC. WE WILL NOT MAKE ASSUMPTIONS REGARDING YOUR EXPERIENCE.
Narrative responses are not required at this time. If you are referred for consideration, you may be asked to submit additional job related information, which may include, but not limited to; responses to the knowledge, skills and abilities; completion of a work sample, and/or contact for an interview. Your resume and/or supporting documentation will be verified. Please follow all instructions carefully. Errors or omissions may affect your rating or consideration for employment.
The Department of Veterans Affairs performs pre-employment reference checks as an assessment method used in the hiring process to verify information provided by a candidate (e.g., on resume or during interview or hiring process); gain additional knowledge regarding a candidate's abilities; and assist a hiring manager with making a final selection for a position.
Placement Policy: The posting of this announcement does not obligate management to fill a vacancy or vacancies by promotion. The position may be filled by reassignment, change to lower grade, transfer, appointment, or reinstatement. Management may use any one or any combination of these methods to fill the position.
It is the policy of the VA to not deny employment to those that have faced financial hardships or periods of unemployment.
Veterans and Transitioning Service Members: Please visit the VA for Vets site for career-search tools for Veterans seeking employment at VA, career development services for our existing Veterans, and coaching and reintegration support for military service members.
A career with the U.S. government provides employees with a comprehensive benefits package. As a federal employee, you and your family will have access to a range of benefits that are designed to make your federal career very rewarding. Opens in a new windowLearn more about federal benefits.
Eligibility for benefits depends on the type of position you hold and whether your position is full-time, part-time or intermittent. Contact the hiring agency for more information on the specific benefits offered.
To apply for this position, you must provide a complete Application Package which includes:
Resume
SF-50/ Notification of Personnel Action
Transcript
The following documents are accepted, and may be required if applicable to your eligibility and/or qualifications for this position. Please make sure you have included other documents required for your application, such as a copy of your transcript (if using education to qualify), SF-50's (current/former Federal employees), documentation to support Veterans Preference claims, or ICTAP/CTAP documentation (for displaced Federal employees). You will not be contacted for additional information.
Cover Letter
DD-214/ Statement of Service
Disability Letter (Schedule A)
Disability Letter (VA)
License
Other (1)
Performance Appraisal
Professional Certification
Proof of Marriage Status
Resume
Separation Notice (RIF)
SF-15
SF-50/ Notification of Personnel Action
Transcript
SF-50, Notification of Personnel Action (if applicable for Time in Grade and/or Eligibility):
Most recent SF-50 if you are a current or former Federal employee
An SF-50 showing your time-in-grade eligibility must be submitted with your application materials. If the most recent SF-50 has an effective date within the past year, it may not clearly demonstrate you possess one-year time-in-grade, as required by the announcement. In this instance, you must provide an additional SF-50 that clearly demonstrates one-year time-in-grade
Award 50's do not provide sufficient information and will not be accepted for the purpose of verifying time-in-grade.
Examples of appropriate SF-50's include:
Within grade increases at the highest grade held; or
Promotions with an effective date more than one year old; or
SF-50's at the highest grade held with an effective date more than one year old.
Veterans' Preference: When applying for Federal Jobs, eligible Veterans should claim preference for 5pt (TP), 10pt (CP/CPS/XP), or for Sole Survivor Preference (SSP) in the questionnaire. You must provide a legible copy of your DD214(s) which shows dates and character of service (honorable, general, etc.). If you are currently serving on active duty and expect to be released or discharged within 120 days you must submit documentation related to your active duty service which reflects the dates of service, character of service (honorable, general, etc.), and dates of impending separation. Additionally, disabled veterans and others eligible for 10-point preference (such as widows or mothers of eligible Veterans) must also submit an SF-15 "Application for 10 Point Veteran Preference" with required proof as stated on the form. Documentation is required to award preference. For more information on Veterans' Preference, please visit Feds Hire Vets - Veterans - Job Seekers - Veterans' Preference.
If you are relying on your education to meet qualification requirements:
Failure to provide all of the required information as stated in this vacancy announcement may result in an ineligible rating or may affect the overall rating.
All applicants are encouraged to apply online. To apply for this position, you must complete the questionnaire and submit the documentation specified in the Required Documents section below. The complete application package must be submitted by 11:59 PM (ET) on 07/31/2026 to receive consideration. To preview the questionnaire click https://apply.usastaffing.gov/ViewQuestionnaire/13006795.
To begin, click Apply Online to create a USA JOBS account or log in to your existing account. Follow the prompts to select your USA JOBS resume and/or other supporting documents and complete the occupational questionnaire.
Click Submit My Answers to submit your application package.
NOTE: It is your responsibility to ensure your responses and appropriate documentation is submitted prior to the closing date.
Beginning September 27, 2025, Federal agencies will only accept resumes up to two pages in length to comply with the Merit Hiring Plan. Resumes longer than two pages will result in ineligibility for further consideration for the position. USAJOBS will not allow you to upload or build resumes longer than two pages, and you will need to update the resumes in your profile before applying for a job. Resumes should include information relevant to the knowledge, skills, abilities, and competencies of the position to which you are applying. VA is unable to make assumptions about qualifications if not clearly listed.
Resumes must be legible so they can be reviewed for eligibility, minimum qualifications and other position requirements listed in the job announcement.
Your resume must be 5MB or less. We recommend saving and uploading your resume as a PDF to maintain formatting and number of pages. We also accept GIF, JPG, JPEG, PNG, RTF, TXT, PDF, ODT or Word (DOC or DOCX). We do not accept PDF portfolio files. We recommend using a sans-serif font size like Lato, if available. Other widely available options are Calibri, Helvetica, Arial, Verdana, Open San Source Sans Pro, Roboto or Noro Sans. Make your page margins 0.5 inches. Consider using 14-point size font for titles and 10-point for the main text in your resume. The resume builder can help you create a resume using these recommendations and uses the information in your USAJOBS profile to help you get started.
Helpful Hints for Creating a Two-Page Resume:
Prioritize most relevant and recent experience
Use concise, results focused language
Align language from the job announcement
Focus on demonstrating skills and competencies
Remove outdated or unrelated experience
Use the USAJOBS resume builder
Additional guidance on this new requirement and resume building tools can be found at:
Special Employment Consideration: VA encourages persons with disabilities to apply, including those eligible for hiring under 5 CFR 213.3102(u), Schedule A, Appointment of persons with disabilities [i.e., intellectual disabilities, severe physical disabilities, or psychiatric disabilities], and/or Disabled veterans with a compensable service-connected disability of 30% or more. Contact the Agency Contact for information on how to apply under this appointment authority via the Selective Placement Coordinator.
The Interagency Career Transition Assistance Plan (ICTAP) and Career Transition Assistance Plan (CTAP) provide eligible displaced Federal/VA competitive service employees with selection priority over other candidates for competitive service vacancies. To be qualified you must submit appropriate documentation (a copy of the agency notice, your most recent performance rating, and your most recent SF-50 noting current position, grade level, and duty location) and be found well-qualified for this vacancy. To be well-qualified: applicants must possess experience that exceeds the minimum qualifications of the position including all selective factors, and who are proficient in most of the required competencies of the job. Information about ICTAP and CTAP eligibility is on OPM's Career Transition Resources website at http://www.opm.gov/policy-data-oversight/workforce-restructuring/employee-guide-to-career-transition/.
During the application process you may have an option to opt-in to make your resume available to hiring managers in the agency who have similar positions. Opting in does not impact your application for this announcement, nor does it guarantee further consideration for additional positions.
VHA Central Office - Human Capital Management
810 Vermont Avenue NW
Washington, DC 20420
US
Next steps
Once your online application is submitted you will receive a confirmation notification by email. After we receive application packages (including all required documents) and the vacancy announcement closes, we will review applications to ensure qualification and eligibility requirements are met. If initial application submission is updated and resubmitted with a new resume, only the most current resume will be reviewed for consideration. After the review is complete a referral certificate(s) is issued and applicants will be notified of their status by email. Referred applicants will be notified as such and may be contacted directly by the hiring office for an interview. All referred applicants receive a final notification once a selection decision has been made.
You may check the status of your application at any time by logging into your USA Jobs account and clicking on Applications. Information regarding your application status can be found in the USAJobs Help Center.
NOTE: Participation in the seasonal influenza program is a condition of employment and a requirement for all Department of Veterans Affairs Health Care Personnel (HCP). It is a requirement that all HCP to receive annual seasonal influenza vaccination or obtain an exemption for medical or religious reasons. Wearing a face mask is required when an exemption to the influenza vaccination has been granted. HCP in violation of this directive may face disciplinary action up to and including removal from federal service. HCP are individuals who, during the influenza season, work in VHA locations or who come into contact with VA patients or other HCP as part of their duties. VHA locations include, but are not limited to, VA hospitals and associated clinics, community living centers (CLCs), community-based outpatient clinics (CBOCs), domiciliary units, Vet centers and VA-leased medical facilities. HCP include all VA licensed and unlicensed, clinical and administrative, remote and onsite, paid and without compensation, full- and part-time employees, intermittent employees, fee basis employees, VA contractors, researchers, volunteers and health professions trainees (HPTs) who are expected to perform any or all of their work at these facilities. HPTs may be paid or unpaid and include residents, interns, fellows and students. HCP also includes VHA personnel providing home-based care to Veterans and drivers and other personnel whose duties put them in contact with patients outside VA medical facilities.
The Federal hiring process is set up to be fair and transparent. Please read the following guidance.
To apply for this position, you must provide a complete Application Package which includes:
Resume
SF-50/ Notification of Personnel Action
Transcript
The following documents are accepted, and may be required if applicable to your eligibility and/or qualifications for this position. Please make sure you have included other documents required for your application, such as a copy of your transcript (if using education to qualify), SF-50's (current/former Federal employees), documentation to support Veterans Preference claims, or ICTAP/CTAP documentation (for displaced Federal employees). You will not be contacted for additional information.
Cover Letter
DD-214/ Statement of Service
Disability Letter (Schedule A)
Disability Letter (VA)
License
Other (1)
Performance Appraisal
Professional Certification
Proof of Marriage Status
Resume
Separation Notice (RIF)
SF-15
SF-50/ Notification of Personnel Action
Transcript
SF-50, Notification of Personnel Action (if applicable for Time in Grade and/or Eligibility):
Most recent SF-50 if you are a current or former Federal employee
An SF-50 showing your time-in-grade eligibility must be submitted with your application materials. If the most recent SF-50 has an effective date within the past year, it may not clearly demonstrate you possess one-year time-in-grade, as required by the announcement. In this instance, you must provide an additional SF-50 that clearly demonstrates one-year time-in-grade
Award 50's do not provide sufficient information and will not be accepted for the purpose of verifying time-in-grade.
Examples of appropriate SF-50's include:
Within grade increases at the highest grade held; or
Promotions with an effective date more than one year old; or
SF-50's at the highest grade held with an effective date more than one year old.
Veterans' Preference: When applying for Federal Jobs, eligible Veterans should claim preference for 5pt (TP), 10pt (CP/CPS/XP), or for Sole Survivor Preference (SSP) in the questionnaire. You must provide a legible copy of your DD214(s) which shows dates and character of service (honorable, general, etc.). If you are currently serving on active duty and expect to be released or discharged within 120 days you must submit documentation related to your active duty service which reflects the dates of service, character of service (honorable, general, etc.), and dates of impending separation. Additionally, disabled veterans and others eligible for 10-point preference (such as widows or mothers of eligible Veterans) must also submit an SF-15 "Application for 10 Point Veteran Preference" with required proof as stated on the form. Documentation is required to award preference. For more information on Veterans' Preference, please visit Feds Hire Vets - Veterans - Job Seekers - Veterans' Preference.
If you are relying on your education to meet qualification requirements:
Failure to provide all of the required information as stated in this vacancy announcement may result in an ineligible rating or may affect the overall rating.
All applicants are encouraged to apply online. To apply for this position, you must complete the questionnaire and submit the documentation specified in the Required Documents section below. The complete application package must be submitted by 11:59 PM (ET) on 07/31/2026 to receive consideration. To preview the questionnaire click https://apply.usastaffing.gov/ViewQuestionnaire/13006795.
To begin, click Apply Online to create a USA JOBS account or log in to your existing account. Follow the prompts to select your USA JOBS resume and/or other supporting documents and complete the occupational questionnaire.
Click Submit My Answers to submit your application package.
NOTE: It is your responsibility to ensure your responses and appropriate documentation is submitted prior to the closing date.
Beginning September 27, 2025, Federal agencies will only accept resumes up to two pages in length to comply with the Merit Hiring Plan. Resumes longer than two pages will result in ineligibility for further consideration for the position. USAJOBS will not allow you to upload or build resumes longer than two pages, and you will need to update the resumes in your profile before applying for a job. Resumes should include information relevant to the knowledge, skills, abilities, and competencies of the position to which you are applying. VA is unable to make assumptions about qualifications if not clearly listed.
Resumes must be legible so they can be reviewed for eligibility, minimum qualifications and other position requirements listed in the job announcement.
Your resume must be 5MB or less. We recommend saving and uploading your resume as a PDF to maintain formatting and number of pages. We also accept GIF, JPG, JPEG, PNG, RTF, TXT, PDF, ODT or Word (DOC or DOCX). We do not accept PDF portfolio files. We recommend using a sans-serif font size like Lato, if available. Other widely available options are Calibri, Helvetica, Arial, Verdana, Open San Source Sans Pro, Roboto or Noro Sans. Make your page margins 0.5 inches. Consider using 14-point size font for titles and 10-point for the main text in your resume. The resume builder can help you create a resume using these recommendations and uses the information in your USAJOBS profile to help you get started.
Helpful Hints for Creating a Two-Page Resume:
Prioritize most relevant and recent experience
Use concise, results focused language
Align language from the job announcement
Focus on demonstrating skills and competencies
Remove outdated or unrelated experience
Use the USAJOBS resume builder
Additional guidance on this new requirement and resume building tools can be found at:
Special Employment Consideration: VA encourages persons with disabilities to apply, including those eligible for hiring under 5 CFR 213.3102(u), Schedule A, Appointment of persons with disabilities [i.e., intellectual disabilities, severe physical disabilities, or psychiatric disabilities], and/or Disabled veterans with a compensable service-connected disability of 30% or more. Contact the Agency Contact for information on how to apply under this appointment authority via the Selective Placement Coordinator.
The Interagency Career Transition Assistance Plan (ICTAP) and Career Transition Assistance Plan (CTAP) provide eligible displaced Federal/VA competitive service employees with selection priority over other candidates for competitive service vacancies. To be qualified you must submit appropriate documentation (a copy of the agency notice, your most recent performance rating, and your most recent SF-50 noting current position, grade level, and duty location) and be found well-qualified for this vacancy. To be well-qualified: applicants must possess experience that exceeds the minimum qualifications of the position including all selective factors, and who are proficient in most of the required competencies of the job. Information about ICTAP and CTAP eligibility is on OPM's Career Transition Resources website at http://www.opm.gov/policy-data-oversight/workforce-restructuring/employee-guide-to-career-transition/.
During the application process you may have an option to opt-in to make your resume available to hiring managers in the agency who have similar positions. Opting in does not impact your application for this announcement, nor does it guarantee further consideration for additional positions.
VHA Central Office - Human Capital Management
810 Vermont Avenue NW
Washington, DC 20420
US
Next steps
Once your online application is submitted you will receive a confirmation notification by email. After we receive application packages (including all required documents) and the vacancy announcement closes, we will review applications to ensure qualification and eligibility requirements are met. If initial application submission is updated and resubmitted with a new resume, only the most current resume will be reviewed for consideration. After the review is complete a referral certificate(s) is issued and applicants will be notified of their status by email. Referred applicants will be notified as such and may be contacted directly by the hiring office for an interview. All referred applicants receive a final notification once a selection decision has been made.
You may check the status of your application at any time by logging into your USA Jobs account and clicking on Applications. Information regarding your application status can be found in the USAJobs Help Center.
NOTE: Participation in the seasonal influenza program is a condition of employment and a requirement for all Department of Veterans Affairs Health Care Personnel (HCP). It is a requirement that all HCP to receive annual seasonal influenza vaccination or obtain an exemption for medical or religious reasons. Wearing a face mask is required when an exemption to the influenza vaccination has been granted. HCP in violation of this directive may face disciplinary action up to and including removal from federal service. HCP are individuals who, during the influenza season, work in VHA locations or who come into contact with VA patients or other HCP as part of their duties. VHA locations include, but are not limited to, VA hospitals and associated clinics, community living centers (CLCs), community-based outpatient clinics (CBOCs), domiciliary units, Vet centers and VA-leased medical facilities. HCP include all VA licensed and unlicensed, clinical and administrative, remote and onsite, paid and without compensation, full- and part-time employees, intermittent employees, fee basis employees, VA contractors, researchers, volunteers and health professions trainees (HPTs) who are expected to perform any or all of their work at these facilities. HPTs may be paid or unpaid and include residents, interns, fellows and students. HCP also includes VHA personnel providing home-based care to Veterans and drivers and other personnel whose duties put them in contact with patients outside VA medical facilities.
Fair and transparent
The Federal hiring process is set up to be fair and transparent. Please read the following guidance.
