Data Analyst - HMRC - HEO

Manchester Digital; Glasgow, Cardiff, Birmingham, Croydon, Belfast; On-site; GBP 36,000 - 45,000; Full time

Job summary

HMRC is looking for a passionate Data Analyst to join its Risk and Intelligence Service in various locations, including Glasgow. The role focuses on leveraging complex data to support decision-making and ensure fairness in the tax system. Candidates should possess strong analytical skills, be proficient in tools such as Excel and SQL, and be able to communicate effectively with diverse audiences. This is a great opportunity to contribute to significant projects within the UK government while enjoying excellent career development prospects.

Benefits

Career development opportunities

Mentorship support

Training programs tailored to needs

Qualifications

• Experience with data analysis tools and techniques.
• Ability to communicate insights to non-technical audiences.
• Skills in data validation, assurance, and linkage.

Responsibilities

• Utilise software tools to analyse and interpret complex datasets.
• Collaborate with stakeholders to define analytical scope.
• Summarise findings and present them in accessible formats.

Skills

Data Analysis

Logical Thinking

Communication

Problem Solving

Data Quality Assurance

Education

Degree in a relevant field

Tools

Excel

SQL

Python

R

Job description

Full-time (Permanent) National £36,320 - £39,234 London £41,289 - £44,164
Published on 23 July 2025 Deadline 4 August 2025

Location

Belfast, Birmingham, Cardiff, Croydon, Glasgow, Leeds, Liverpool, Manchester, Newcastle-upon-Tyne, Nottingham

About the job

Job summary

Discover a career in your hands at HMRC. Whether you're seeking purpose, growth, or a workplace that gives you a true sense of belonging, hear from some of our employees as they share their story about what it’s really like to work at HMRC.

Visit ourYouTube channel to watch the full series and come and discover your potential.

As a Data Analyst in HMRC’s Risk and Intelligence Service (RIS), you will play a pivotal role in the UK government’s digital transformation journey. You will harness analytical techniques and technologies to help shape HMRC’s approach to risk and compliance, ensuring the right tax is paid and safeguarding public funds.

You’ll be part of the Government Digital and Data community, a collective of over 28,000 professionals transforming lives through technology. Your work will have real-world impact, enabling data-driven decisions that support citizens and contribute to a fairer and more efficient tax system.

We are looking for someone with a passion for analysis, an understanding of data’s potential, and be able to deliver in a fast-paced, collaborative environment. This is your opportunity to join a forward-thinking, expert community and make a lasting difference..

HMRC's Risk and Intelligence Service (RIS) are looking for people with the experience and skills to join us as a Data Analyst.You can look forward to a training programme tailored to your needs,the support of a mentor and excellent potential for career development. Our collaborative and ambitious environment will enable you to make a real difference in transforming lives through technology.You will be part of a team that uses data to deepen our understanding of how to ensure the right tax is paid, working with some of the most complex and comprehensive data in the country.

About the Risk & Intelligence Service (RIS)

Risk and Intelligence Service (RIS) plays a vital role in HMRC’s compliance and enforcement strategy. We collect, integrate, and analyse one of the most extensive and diverse data landscapes in the world, enabling HMRC to identify and manage risks related to non-compliance across the UK tax system.

As a Data Analyst in RIS, you’ll be part of a team that leverages complex, large-scale data to generate actionable insights. Your work will directly support our mission to ensure the right tax is paid, using cutting-edge analytical approaches to protect public funds and improve outcomes for society.

• RIS Data Analytics Team (DAT): RIS DAT leverages advanced data analysis and data science techniques to support HMRC's strategic decision-making and operational efficiency. They work with complex datasets to uncover insights, streamline processes, and optimise outcomes.
• RIS Compliance Operational Insight & Risking (COIR): COIR focuses on providing analytical products, tools, and services to support HMRC's compliance efforts. They work on various projects to enhance risk identification and management, ensuring effective compliance strategies.
• RIS Preventative Risking: RIS Preventative Risking identifies, prevents, and disrupts fraudulent registrations and repayment claims, ensuring HMRC responds effectively to attacks. Potential non-compliance by legitimate customers is identified, and high-risk repayments are referred to compliance partners for intervention, improving future compliance.
• RIS Offshore: RIS Offshore serves as HMRC's coordination centre for offshore intelligence, data acquisition, risk identification, and case development. They support the No Safe Havens strategy by broadening and increasing the impact on offshore customer groups and behaviours.
• Large Business Data Analytics: The Large Business Data Analytics (LBDA) team provides data analytical services to identify tax risks and support compliance activities across large businesses. They work at national, regional, and local levels to deliver data-driven insights and risk analysis.

Key Responsibilities

As a Data Analyst in RIS, you’ll be part of a team that leverages complex, large-scale data to generate actionable insights. Your work will directly support our mission to ensure the right tax is paid, using cutting-edge analytical approaches to protect public funds and improve outcomes for society.

• Utilise a range of software tools to analyse and interpret data, deriving actionable conclusions and recommendations.
• Explore innovative opportunities by evaluating various options, impacts, risks, and solutions, ensuring transparent problem definitions and promoting the effective use of data and technology.
• Collaborate with stakeholders to define and clarify the overall scope and requirements of analytical tasks.
• Identify and share best practices, continuously reviewing business processes to proactively enhance insights and improve the products and services provided.
• Summarise and present data and conclusions in the most appropriate formats for the intended audience, ensuring clarity and accessibility.

Your work will contribute directly to protecting public revenue and ensuring fairness in the tax system, making a meaningful impact on people’s lives across the UK.

Person specification

Data Analysts in the Civil Service are part of the Government Digital and Data (GDAD) profession — a community of experts driving digital transformation across government. The essential and desirable criteria for this role are aligned with the GDAD capability framework, which you canread more about here .

This role offers unparalleled variety and scope, with opportunities to work on meaningful projects, solve complex problems, and apply your expertise to real-world challenges. You’ll collaborate with colleagues across HMRC and other government departments, contributing to a joined-up, data-driven approach to public service delivery.

As part of a supportive and forward-thinking profession, you’ll also benefit from ongoing learning and development, access to professional networks, and opportunities to grow your career in a culture that values innovation, inclusion, and continuous improvement.

To be considered for this role, your application must demonstrate evidence of all the following essential criteria:

• .Analysis and Synthesis: You can use software to manipulate and analyse data. For instance, you can merge, analyse, and consolidate data using tools like Excel, employing pivot tables, functions, and charts.
• Communication: You can demonstrate good verbal and written communication skills, effectively sharing insights with both technical and non-technical audiences.
• Data Quality Assurance, Validation, and Linkage: You can identify effective methods for collecting, collating, and preparing data, and determine whether it is accurate and fit for purpose.
• Logical and Creative Thinking: You can apply both logic and creativity to solve problems.
• Analysis and Synthesis: You have experience with data analysis tools and techniques. You can effectively apply this knowledge to deliver analytical solutions that deliver business benefits. Examples of such tools include SPSS, SAS, SQL, R, and Python

To help you succeed in this role, the following desirable criteria may be considered in the event of a tie between candidates:

• IT and mathematics:You can demonstrate IT or mathematical skills through relevant qualifications or work experience
• Membership of a recognised analytical profession (e.g. GDAD, GES, GSR, GORS) or the Statistical community (e.g. GSS, GSG).
  

Technical skills

We'll assess you against these technical skills during the selection process:

• You will be asked to undertake a Technical analytical exercise (full details will be provided if you are shortlisted)

Technical skills

We'll assess you against these technical skills during the selection process:

• You will be asked to undertake a Technical analytical exercise (full details will be provided if you are shortlisted)