NHS Data Quality Officer: Pay, Salary, Progression & How to Become
An NHS Data Quality Officer is an NHS trust information services professional who validates the accuracy, completeness, and timeliness of clinical and administrative data flowing through the Patient Administration System, typically on Agenda for Change Band 3 to Band 5. The role delivers data quality assurance against the Data Quality Maturity Index and NHS data quality standards, and checks that coding is done correctly and completely rather than applying the codes itself as a Clinical Coder does. The five data quality officer types span the RTT Data Quality Officer, the Cancer Data Quality Officer, the Elective Waiting List Data Quality Officer, the Coding Data Quality Officer, and the Senior Data Quality Officer or DQ Team Lead.
Earnings run across Band 3, Band 4, and Band 5, set by the 2026/27 Agenda for Change pay scale, the framework that determines each band, and the annual pay rise. Pay progression moves from Band 3 to Band 4 to Band 5 Senior Data Quality Officer, with unsocial hours and overtime adding to basic pay where rostered. Take-home pay follows once pension, tax, and National Insurance deductions come off the payslip, and the same salary base sets maternity pay and sick pay. Entry runs through GCSEs plus in-service PAS and RTT training, and the role's band, RTT validation, high-cost-area supplement, SUS submission support, and hourly rate complete the picture, starting with the definition of the role.
What Is an NHS Data Quality Officer?
An NHS Data Quality Officer is an information services professional who ensures the accuracy, completeness, and integrity of healthcare data within an NHS trust, typically on Band 3 to Band 5. The role maintains the quality of patient information systems so that clinical and administrative data meets national standards. A Data Quality Officer identifies inconsistencies, errors, and gaps in patient records, waiting lists, and clinical coding, work that directly affects patient care, service planning, and funding.
An NHS Data Quality Officer brings technical skill, attention to detail, and an understanding of NHS data standards and clinical pathways to the role. Data Quality Officers work with clinical teams, administrative staff, and IT departments to implement improvements, ensuring compliance with data quality frameworks and supporting the key performance indicators that affect organisational targets.
What Does an NHS Data Quality Officer Do?
An NHS Data Quality Officer validates the accuracy and reliability of healthcare data across NHS systems. Core duties cover PAS data validation on Cerner Millennium, EPIC, or System C Careflow, Referral to Treatment data quality validation against the NHS England RTT Rules Suite, cancer waiting times data validation, and HRG code validation. A Data Quality Officer monitors data quality metrics, investigates anomalies, and corrects errors in patient records.
An NHS Data Quality Officer liaises with clinical coding on ICD-10 and OPCS-4 data quality, validates Secondary Uses Service submissions, and reports to Divisional Boards through exception reporting. Regular audits of data entries and staff training on data recording practices keep datasets for clinical pathways such as RTT and cancer waiting lists reliable and compliant.
What Is the Difference Between a Data Quality Officer and a Clinical Coder?
A Data Quality Officer validates the accuracy of clinical and administrative data across the PAS and information systems, while a Clinical Coder applies ICD-10 diagnostic and OPCS-4 procedural codes to medical records. A Data Quality Officer on Band 3 to Band 5 checks that coding is done correctly and completely and audits data across multiple datasets and pathways. A Clinical Coder on Band 3 to Band 7 does the coding itself, translating diagnoses and procedures for Healthcare Resource Group mapping.
A Data Quality Officer takes a broad view of data integrity across pathways, and a Clinical Coder focuses on coding accuracy, so the two roles both support National Tariff Payment System income accuracy from different angles. A Coding Data Quality Officer bridges the two, validating coded data quality.
What Are the Different Types of Data Quality Officer?
The different types of Data Quality Officer are distinguished by the dataset each one validates and are listed below:
RTT Data Quality Officer
An RTT Data Quality Officer validates Referral to Treatment performance data, forming the largest data quality role. The role maintains the integrity of patient waiting-time records against national targets, working with scheduling teams, patient access teams, and clinical departments to validate pathway statuses. An RTT Data Quality Officer identifies and resolves discrepancies such as missing clock starts and stops, performing audits so that patients receive timely care and the trust reports pathways accurately.
Cancer Data Quality Officer
A Cancer Data Quality Officer validates cancer registration, pathway, and waiting-time data for completeness, accuracy, and timely submission. The role monitors patient journeys from referral through diagnosis to treatment against the 28-day Faster Diagnosis Standard and the 62-day treatment target. A Cancer Data Quality Officer reviews source records for inconsistencies and corrects errors, working with the Cancer Outcomes and Services Dataset and the Somerset Cancer Register for accurate performance reporting.
Elective Waiting List Data Quality Officer
An Elective Waiting List Data Quality Officer validates data for elective procedures and planned care waiting lists. The role records patient waiting times for non-urgent treatments correctly against national reporting standards, validating entries and monitoring pathways for procedures such as hip replacements and cataract surgery. An Elective Waiting List Data Quality Officer resolves discrepancies, removes duplicate entries, and supports capacity planning through accurate elective performance metrics.
Coding Data Quality Officer
A Coding Data Quality Officer validates the quality of coded clinical data, working with clinical coding teams so codes accurately reflect clinical documentation. The role checks compliance with ICD-10 and OPCS-4 national coding standards, conducts audits to identify errors, and provides feedback and training to clinical coders. A Coding Data Quality Officer focuses on quality assurance and validation before coded data is submitted to national systems, supporting HRG mapping accuracy and Payment by Results Clinical Coding Audit.
Senior Data Quality Officer / DQ Team Lead
A Senior Data Quality Officer or DQ Team Lead oversees multiple data quality areas and supervises junior officers on Band 5 to Band 6. The role develops the trust's data quality strategy, leads Data Quality Maturity Index improvement initiatives, and coordinates team activity. A Senior Data Quality Officer leads audits, trains clinical and administrative staff, and serves as the primary point of contact for data quality within the trust.
How Much Does a Data Quality Officer Earn?
A Data Quality Officer earns between £25,760 and £39,043 in 2026/27 on the Agenda for Change pay scale. Band 3 entry roles pay £25,760 to £27,476, Band 4 standard roles pay £28,392 to £31,157, and Band 5 Senior Data Quality Officer roles pay £32,073 to £39,043. High-cost-area supplements add 5% to 20% for staff in and around London, and overtime and rostered unsocial hours add to basic pay where the role covers submission deadlines.
How Much Does a Data Quality Officer Earn Per Hour?
A Data Quality Officer earns between roughly £13.21 and £20 per hour in 2026/27 on NHS rates, depending on band, before enhancements. A Band 3 officer on £25,760 to £27,476 earns about £13.21 to £14.09 per hour, a Band 4 officer on £28,392 to £31,157 earns about £14.56 to £15.98 per hour, and a Band 5 Senior Data Quality Officer on £32,073 to £39,043 earns about £16.45 to £20.02 per hour. The rate divides the annual salary by a 37.5-hour week over 52 weeks, and high-cost-area supplements and rostered unsocial hours raise the effective total.
Data Quality Officer Band 3 Salary
A Data Quality Officer on Band 3 earns £25,760 to £27,476 in 2026/27, the entry band, at about £13.21 to £14.09 per hour. Band 3 covers foundational tasks such as basic data validation and record checking under supervision. Progression runs through annual increments by time served, and high-cost-area supplements raise the total in London-area posts.
Data Quality Officer Band 4 Salary
A Data Quality Officer on Band 4 earns £28,392 to £31,157 in 2026/27, the standard band, at about £14.56 to £15.98 per hour. Band 4 reflects greater autonomy, complex data validation, and specialist knowledge of NHS data systems, and can include supervising junior staff. Progression comes through annual increments, with high-cost-area supplements raising the total in London-area posts.
Senior Data Quality Officer Band 5 Salary
A Senior Data Quality Officer on Band 5 earns £32,073 to £39,043 in 2026/27, the senior band. Band 5 reflects leading data quality initiatives, managing complex datasets, and supervising junior staff. The band recognises advanced skills, decision-making, and leadership, with high-cost-area supplements raising the total in London-area posts.
What Is the Data Quality Officer Pay Scale for 2026/27?
The NHS Employers pay scales for 2026/27 set the Data Quality Officer range under the Agenda for Change framework across Bands 3 to 5: Band 3 at £25,760 to £27,476, Band 4 at £28,392 to £31,157, and Band 5 at £32,073 to £39,043. Each band holds multiple pay points for incremental progression by service length. High-cost-area supplements raise basic salary in London and surrounding areas, and the 2026/27 rates apply from 1 April 2026.
How Is Data Quality Officer Pay Determined by Agenda for Change?
Data Quality Officer pay is determined by the Agenda for Change framework, the standard national pay system for non-medical NHS staff. The NHS Job Evaluation Scheme scores each role on knowledge, skills, effort, responsibility, and working conditions, then matches it to a band — Band 3 for entry with GCSE English and Maths plus PAS and RTT foundation training, Band 4 for sustained scope plus a Level 3 Diploma and PAS super-user status, and Band 5 for Senior DQ Officer scope plus an ILM Level 3 Award in Leadership and Data Quality Maturity Index improvement lead responsibility. Salaries follow the national pay scales published by NHS Employers, with annual increments by experience.
How Much Did Data Quality Officer Pay Rise in 2026?
Data Quality Officer pay rose by 3.3% for 2026/27 under the Agenda for Change settlement, a consolidated uplift applied to every pay point from 1 April 2026, according to the 2026 pay award announcement from NHS Employers. The uplift covers Bands 3, 4, and 5, so the same percentage applied to each band while the cash value varied by pay point. The uplift became part of permanent basic salary and also raised the hourly rate and rostered unsocial hours enhancements calculated from it. Data quality officers confirm the final figure for their band through NHS Employers guidance.
How Does Data Quality Officer Pay Progression Work?
Data Quality Officer pay progression runs through the Agenda for Change framework using incremental pay points within a band and promotion between bands. An officer starts at the base of the assigned band and moves up one pay point a year on the anniversary of appointment, against satisfactory performance, until reaching the top of the band. Progression to a higher band, such as Band 3 to Band 4, requires applying for a higher-graded role, and once an officer reaches the top of a band the salary stays there apart from annual pay awards.
How Do Officers Move From Band 3 to Band 4?
Data Quality Officers move from Band 3 to Band 4 by gaining PAS super-user status, completing the NHS RTT competency framework, and applying for a Band 4 vacancy. The transition requires greater autonomy in decision-making, complex data validation, and specialist DQ scope in cancer, elective, or diagnostics, alongside a Level 3 Diploma in Business Administration. Officers strengthen the case through experience in NHS data systems and reporting, exception reporting responsibility, and mentoring junior staff.
How Do Officers Progress to Senior Roles?
Data Quality Officers progress to Senior Data Quality Officer roles at Band 5 through team supervision scope, an ILM Level 3 Award in Leadership, and Data Quality Maturity Index improvement lead responsibility. The route builds expertise in data validation and service-specific rules such as RTT, cancer, or elective pathways, then adds leadership to manage complex data quality issues independently. Candidates apply for Band 5 posts evidencing leading projects, training others, and implementing new processes, and the route can lead on to Information Manager at Band 6 to Band 7.
How Much Do Data Quality Officers Earn for Unsocial Hours?
Most Data Quality Officers work standard weekday hours, typically 9am to 5pm, so unsocial night-shift premiums apply mainly to evening or weekend cover for month-end SUS submission deadlines and waiting list validation exercises. Where rostered on unsocial hours, a Band 3 data quality officer earns a 35% enhancement for weekday nights and Saturdays and 69% for Sundays and public holidays, and a Band 4 or Band 5 officer earns 30% and 60%, as set out in Section 2 of the NHS terms and conditions of service handbook. The enhancement counts as pensionable pay and applies to all rostered hours in those periods. Officers on standard office patterns rarely attract these enhancements.
How Much Overtime Does a Data Quality Officer Earn?
A Data Quality Officer earns pay for extra hours at time-and-a-half for hours worked beyond the standard 37.5-hour week, and double time on general public holidays only. A Band 3 officer on a basic rate of about £13.21 to £14.09 per hour earns around £19.82 to £21.14 at time-and-a-half, and a Band 4 officer on £14.56 to £15.98 per hour earns around £21.84 to £23.97. Overtime depends on service demand such as end-of-month data submissions, and some trusts offer time off in lieu instead of payment.
How to Calculate Data Quality Officer Take-Home Pay
Take-home pay for a Data Quality Officer starts from the gross salary and ends after statutory deductions. The calculation runs through the following steps:
Determine the gross annual salary
Set the gross salary from the Agenda for Change band — Band 3 at £25,760 to £27,476, Band 4 at £28,392 to £31,157 for 2026/27 — plus any overtime and rostered unsocial hours earnings.
Calculate monthly pay
Divide the annual salary by 12 for the monthly gross figure before deductions.
Subtract income tax
Apply income tax against the 2026/27 bands — the first £12,570 is tax-free, and 20% applies from £12,571 to £50,270, which covers the whole data quality officer pay range.
Deduct National Insurance
Subtract National Insurance at 8% of earnings between £12,570 and £50,270.
Deduct pension contributions
Deduct the NHS Pension Scheme contribution, set between 5.2% and 12.5% of pensionable pay across six salary tiers — data quality officers fall in the 6.5% to 9.8% tiers.
Account for other deductions
Subtract student loan repayments, union subscriptions, or salary-sacrifice items to reach the net take-home figure.
Use our NHS annual pay calculator for an instant estimate.
What Deductions Come Off a Data Quality Officer Payslip?
A Data Quality Officer earnings breakdown carries income tax, National Insurance, and NHS Pension Scheme contributions as the standard deductions. Income tax comes off through PAYE against the officer's tax code, and National Insurance takes 8% of earnings between £12,570 and £50,270. NHS Pension Scheme contributions run from 5.2% to 12.5% of pensionable pay across six salary tiers, with data quality officers in the 6.5% to 9.8% tiers, according to NHS Employers' member contribution rates for 2026/27. Student loan repayments and salary-sacrifice schemes such as childcare vouchers or cycle-to-work complete the deductions.
How Does Data Quality Officer Maternity Pay Work?
Data Quality Officer maternity pay entitlement follows the NHS Terms and Conditions of Service for officers with at least 12 months of continuous NHS service by the 11th week before the expected week of childbirth. NHS occupational maternity pay gives 8 weeks at full pay, then 18 weeks at half pay plus Statutory Maternity Pay, then 13 weeks of Statutory Maternity Pay alone. Qualifying officers intend to return to work for at least three months after leave, and officers with at least 26 weeks of service who do not meet the full criteria may still receive Statutory Maternity Pay. The maternity figure builds on the officer's Band 3–5 salary.
How Does Data Quality Officer Sick Pay Work?
Data Quality Officer sickness absence entitlement follows the Agenda for Change terms and rises with length of NHS service. Entitlement runs from 1 month full pay and 2 months half pay in the first year, to 2 months full pay and 2 months half pay after one year, 4 months full and 4 months half after two years, 5 months full and 5 months half after three years, and 6 months full pay and 6 months half pay after five years. Sick pay requires adherence to the trust's absence reporting, and a GP fit note for absences beyond seven days.
How to Become a Data Quality Officer
Becoming a Data Quality Officer runs through basic education, healthcare data experience, and technical skills. The pathway follows these steps:
Obtain foundational qualifications
Hold GCSEs in English and Maths, with A-levels or an equivalent in data, IT, or health sciences valued for some roles.
Gain relevant experience or training
Build administrative or data entry experience, ideally in healthcare, or complete an NHS administrative apprenticeship or a Level 2 or Level 3 qualification in business administration or health informatics.
Develop technical skills
Learn NHS data systems such as the Patient Administration System, data validation, and intermediate to advanced Excel, alongside NHS data standards and the ICD-10 and OPCS-4 classifications.
Apply for entry-level positions
Search Band 3 Data Quality Officer vacancies on NHS Jobs, highlighting data handling, attention to detail, and understanding of healthcare data.
Pursue continuous professional development
Take trust training on data quality systems, RTT pathways, and cancer waiting times validation to support progression to Band 4.
Consider specialisation and advancement
Specialise in RTT, cancer, or coding data quality to move toward Band 5 senior roles with greater responsibility.
What Qualifications Do You Need to Be a Data Quality Officer?
A Data Quality Officer needs GCSEs in English and Maths, with an IT or administration qualification such as an NVQ Level 3, HNC/HND, or equivalent valued by employers. Practical experience with NHS data systems, Excel, and Word is highly valued, and the Care Certificate plus in-service PAS and RTT foundation training support entry. A Level 3 Diploma in Business Administration supports Band 4 progression, and a Foundation Degree in Healthcare Information supports senior roles.
How Long Does It Take to Become a Data Quality Officer?
Becoming a Data Quality Officer takes a few months to a year for a candidate with healthcare administration or NHS system experience, since much of the knowledge of data quality principles and NHS data standards is built on the job. A candidate from a non-healthcare sector takes longer, learning NHS structures, patient pathways, and data management systems first. Progression to an autonomous Band 3 role with PAS and RTT competency typically develops over 6 to 12 months after appointment.
What Band Is a Data Quality Officer?
A Data Quality Officer sits at Agenda for Change Band 3 to Band 5. Band 3 is the entry band for basic data validation and quality checks, Band 4 covers more complex data analysis and reporting with supervisory duties, and Band 5 is a Senior Data Quality Officer or DQ Team Lead managing teams and leading data quality strategy. The band matched to a role depends on the level of responsibility and the complexity of the datasets validated.
Do Data Quality Officers Validate RTT?
Yes, Referral to Treatment data validation is a defining Data Quality Officer function. Data quality officers validate clock start, stop, and pause codes against the NHS England RTT Rules Suite, investigate 18-week breaches, and support Divisional Managers in achieving the 92% RTT constitutional standard. RTT data quality directly affects the trust's monthly RTT performance reporting to NHS England, so accurate validation underpins the trust's published waiting-time position.
Do Data Quality Officers Get London Weighting?
Data Quality Officers receive a high-cost-area supplement rather than London weighting, and only where the post sits in a designated high-cost area. The supplement pays 20% of basic salary in Inner London, 15% in Outer London, and 5% in the Fringe, each within set minimum and maximum limits. Posts outside those areas carry no high-cost-area supplement.
Do Data Quality Officers Support SUS Submission?
Yes, Secondary Uses Service submission support is a core Data Quality Officer scope. The Secondary Uses Service is the national NHS data warehouse for commissioning and analytical purposes, with monthly Commissioning Data Set submissions driving National Tariff Payment System income. Data quality officers validate Commissioning Data Set quality before submission, resolve exception reports where SUS validation fails, and support finance teams in reconciling National Tariff income against SUS-reported activity.