Data Engineer Jobs

Data Engineer
UK

The median Data Engineer salary in the UK is £70,000 per year, according to job vacancies posted during the 6 months leading to 28 May 2025.

The table below provides salary benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 266 155 157
Rank change year-on-year -111 +2 +3
Permanent jobs requiring a Data Engineer 671 1,920 2,256
As % of all permanent jobs advertised in the UK 1.23% 1.88% 2.30%
As % of the Job Titles category 1.36% 1.98% 2.52%
Number of salaries quoted 533 1,218 1,590
10th Percentile £46,350 £35,000 £46,250
25th Percentile £56,176 £47,500 £56,892
Median annual salary (50th Percentile) £70,000 £65,000 £70,000
Median % change year-on-year +7.69% -7.14% -
75th Percentile £97,500 £83,000 £92,500
90th Percentile £115,000 £97,500 £120,000
UK excluding London median annual salary £62,500 £57,500 £60,000
% change year-on-year +8.70% -4.17% -

All Permanent IT Job Vacancies
UK

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

Permanent vacancies in the UK with a recognized job title 49,435 96,820 89,564
% of permanent jobs with a recognized job title 90.41% 94.78% 91.46%
Number of salaries quoted 25,727 69,155 56,824
10th Percentile £28,822 £28,500 £32,500
25th Percentile £41,000 £38,500 £45,000
Median annual salary (50th Percentile) £55,000 £52,500 £60,000
Median % change year-on-year +4.76% -12.50% -
75th Percentile £73,750 £70,000 £80,000
90th Percentile £96,250 £90,000 £100,000
UK excluding London median annual salary £51,399 £50,000 £53,500
% change year-on-year +2.80% -6.54% +6.63%

Data Engineer
Job Vacancy Trend

Job postings that featured Data Engineer in the job title as a proportion of all IT jobs advertised.

Job vacancy trend for Data Engineer in the UK

Data Engineer
Salary Trend

3-month moving average salary quoted in jobs citing Data Engineer.

Salary trend for Data Engineer in the UK

Data Engineer
Salary Histogram

Salary distribution for jobs citing Data Engineer over the 6 months to 28 May 2025.

Salary histogram for Data Engineer in the UK

Data Engineer
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineer within the UK over the 6 months to 28 May 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -90 633 £72,500 +11.54% 3,210
London +10 348 £90,000 +20.00% 628
UK excluding London -152 287 £62,500 +8.70% 2,998
Work from Home -53 283 £75,000 +15.38% 1,703
North of England -126 105 £60,000 +9.09% 692
South East -10 61 £70,000 +45.83% 856
North West -139 53 £63,876 +6.46% 330
Yorkshire +27 49 £60,000 +17.65% 265
Midlands -47 44 £60,000 +11.11% 520
South West +14 35 £55,000 -10.20% 363
East of England -1 26 £66,253 +20.46% 399
East Midlands +20 24 £55,000 +15.79% 210
West Midlands -24 20 £60,000 +4.35% 276
Scotland -64 14 £50,000 -23.08% 158
North East +3 7 £66,250 -7.99% 100
Wales +35 1 £36,000 -21.96% 79
Northern Ireland +30 1 - - 38

Data Engineer Skill Set
Top 30 Co-occurring Skills and Capabilities

For the 6 months to 28 May 2025, Data Engineer job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads featuring Data Engineer in the job title.

1 483 (71.98%) Python
2 420 (62.59%) SQL
3 358 (53.35%) Azure
4 354 (52.76%) Data Engineering
5 293 (43.67%) ETL
6 280 (41.73%) AWS
7 248 (36.96%) Data Pipeline
8 231 (34.43%) Analytics
9 213 (31.74%) Data Modelling
10 207 (30.85%) Finance
11 204 (30.40%) CI/CD
12 202 (30.10%) Data Warehouse
13 198 (29.51%) Databricks
14 196 (29.21%) Agile
15 190 (28.32%) DevOps
16 186 (27.72%) Business Intelligence
17 171 (25.48%) PySpark
18 167 (24.89%) Problem-Solving
19 159 (23.70%) Azure Data Factory
20 154 (22.95%) Social Skills
21 152 (22.65%) Power Platform
22 148 (22.06%) Power BI
23 147 (21.91%) Java
24 142 (21.16%) Data Quality
25 138 (20.57%) Software Engineering
26 135 (20.12%) Terraform
26 135 (20.12%) Apache Spark
27 130 (19.37%) Apache Airflow
28 124 (18.48%) dbt
29 120 (17.88%) Data Lake

Data Engineer Skill Set
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 135 (20.12%) Apache Spark
2 130 (19.37%) Apache Airflow
3 106 (15.80%) Apache
4 8 (1.19%) SAS
5 7 (1.04%) Luigi
5 7 (1.04%) SharePoint
6 5 (0.75%) Confluence
7 1 (0.15%) Apache Pulsar
7 1 (0.15%) Oracle Application Server
Applications
1 14 (2.09%) Microsoft Excel
2 9 (1.34%) Chatbot
3 7 (1.04%) Microsoft Office
4 5 (0.75%) SPSS
5 3 (0.45%) Microsoft PowerPoint
6 1 (0.15%) Spreadsheet
Business Applications
1 2 (0.30%) Refinitiv Enterprise Platform
2 1 (0.15%) Aladdin
2 1 (0.15%) Oracle ERP
2 1 (0.15%) SAP FI
Cloud Services
1 358 (53.35%) Azure
2 280 (41.73%) AWS
3 159 (23.70%) Azure Data Factory
4 152 (22.65%) Power Platform
5 124 (18.48%) dbt
6 115 (17.14%) Serverless
7 99 (14.75%) GCP
8 98 (14.61%) Snowflake
9 97 (14.46%) AWS Lambda
10 87 (12.97%) Azure Synapse Analytics
11 65 (9.69%) OpenShift
12 60 (8.94%) Amazon ECS
13 57 (8.49%) Amazon S3
14 53 (7.90%) Azure DevOps
15 19 (2.83%) GitHub
16 18 (2.68%) Amazon EC2
16 18 (2.68%) SaaS
17 17 (2.53%) Amazon Kinesis
18 16 (2.38%) Azure Functions
18 16 (2.38%) Azure Logic Apps
Communications & Networking
1 6 (0.89%) Internet
2 4 (0.60%) Structured Cabling
3 2 (0.30%) Multicast
3 2 (0.30%) Network Security
4 1 (0.15%) PuTTY
Database & Business Intelligence
1 202 (30.10%) Data Warehouse
2 148 (22.06%) Power BI
3 120 (17.88%) Data Lake
4 94 (14.01%) Amazon Athena
5 79 (11.77%) Apache Iceberg
6 71 (10.58%) Dremio
7 63 (9.39%) SQL Server
8 59 (8.79%) Apache Arrow
8 59 (8.79%) Apache Ignite
9 55 (8.20%) Amazon Redshift
9 55 (8.20%) Big Data
10 42 (6.26%) Tableau
11 37 (5.51%) BigQuery
12 34 (5.07%) Hadoop
13 33 (4.92%) SQL Server Integration Services
14 30 (4.47%) NoSQL
14 30 (4.47%) Relational Database
15 27 (4.02%) Azure SQL Database
16 25 (3.73%) MySQL
17 21 (3.13%) Metadata
Development Applications
1 60 (8.94%) Artifactory
2 33 (4.92%) Git
3 18 (2.68%) Jenkins
4 9 (1.34%) JIRA
5 8 (1.19%) Bitbucket
6 6 (0.89%) Visual Studio
7 5 (0.75%) CircleCI
8 4 (0.60%) MLflow
9 3 (0.45%) Spinnaker
10 1 (0.15%) ERwin
10 1 (0.15%) GitLab
10 1 (0.15%) JUnit
10 1 (0.15%) kappa
10 1 (0.15%) Octopus Deploy
10 1 (0.15%) Oracle Forms
10 1 (0.15%) SpecFlow
10 1 (0.15%) Terragrunt
10 1 (0.15%) Toad
General
1 207 (30.85%) Finance
2 154 (22.95%) Social Skills
3 107 (15.95%) Analytical Skills
4 76 (11.33%) Front Office
5 52 (7.75%) Law
6 43 (6.41%) Banking
7 37 (5.51%) Public Sector
8 31 (4.62%) Marketing
9 24 (3.58%) Inclusion and Diversity
10 22 (3.28%) Retail
11 15 (2.24%) Advertising
12 14 (2.09%) Telecoms
13 13 (1.94%) Legal
14 11 (1.64%) Manufacturing
15 8 (1.19%) Electronics
16 6 (0.89%) Automotive
17 5 (0.75%) Tech for Good
18 4 (0.60%) Financial Institution
18 4 (0.60%) Influencing Skills
19 3 (0.45%) Music Industry
Libraries, Frameworks & Software Standards
1 171 (25.48%) PySpark
2 110 (16.39%) Kafka
3 59 (8.79%) J2EE
4 19 (2.83%) Pandas
5 17 (2.53%) .NET
6 15 (2.24%) ARM Templates
6 15 (2.24%) NumPy
7 11 (1.64%) JSON
7 11 (1.64%) SciPy
8 10 (1.49%) pytest
8 10 (1.49%) REST
9 9 (1.34%) Spark Streaming
9 9 (1.34%) XML
10 6 (0.89%) HTML
10 6 (0.89%) PyArrow
10 6 (0.89%) RESTful
11 5 (0.75%) Dask
11 5 (0.75%) Great Expectations
11 5 (0.75%) OAuth
12 4 (0.60%) GraphQL
Miscellaneous
1 33 (4.92%) Product Ownership
2 19 (2.83%) Cloud Native
3 17 (2.53%) Data Structures
4 11 (1.64%) Legacy Systems
5 10 (1.49%) Equities
5 10 (1.49%) Fixed Income
5 10 (1.49%) Greenfield Project
6 9 (1.34%) Algorithms
7 8 (1.19%) Fibre Optics
7 8 (1.19%) Management Information System
7 8 (1.19%) Replication
8 7 (1.04%) Distributed Computing
8 7 (1.04%) Distributed Systems
9 5 (0.75%) Data Fabric
9 5 (0.75%) Distributed Applications
9 5 (0.75%) Driving Licence
9 5 (0.75%) Public Cloud
9 5 (0.75%) Reference Data
10 4 (0.60%) CCTV
10 4 (0.60%) IoT
Operating Systems
1 15 (2.24%) Linux
2 13 (1.94%) Unix
3 2 (0.30%) Windows
4 1 (0.15%) Ubuntu
4 1 (0.15%) Windows Server
Processes & Methodologies
1 354 (52.76%) Data Engineering
2 293 (43.67%) ETL
3 248 (36.96%) Data Pipeline
4 231 (34.43%) Analytics
5 213 (31.74%) Data Modelling
6 204 (30.40%) CI/CD
7 196 (29.21%) Agile
8 190 (28.32%) DevOps
9 186 (27.72%) Business Intelligence
10 167 (24.89%) Problem-Solving
11 138 (20.57%) Software Engineering
12 115 (17.14%) Data Science
13 104 (15.50%) Mentoring
14 101 (15.05%) Visualisation
15 94 (14.01%) Artificial Intelligence
16 79 (11.77%) Data Governance
17 78 (11.62%) Machine Learning
18 76 (11.33%) Asset Management
19 73 (10.88%) Data Architecture
20 72 (10.73%) Decision-Making
Programming Languages
1 483 (71.98%) Python
2 420 (62.59%) SQL
3 147 (21.91%) Java
4 70 (10.43%) Scala
5 61 (9.09%) Go
6 47 (7.00%) C#
7 36 (5.37%) T-SQL
8 32 (4.77%) Data Analysis Expressions
9 23 (3.43%) PowerShell
10 22 (3.28%) R
11 13 (1.94%) C++
12 12 (1.79%) SPARQL
13 11 (1.64%) JavaScript
14 9 (1.34%) TypeScript
15 5 (0.75%) MATLAB
15 5 (0.75%) Shell Script
16 4 (0.60%) Bash
16 4 (0.60%) Bicep
17 3 (0.45%) Cypher
17 3 (0.45%) Perl
Qualifications
1 116 (17.29%) Degree
2 42 (6.26%) Computer Science Degree
2 42 (6.26%) Security Cleared
3 36 (5.37%) SC Cleared
4 33 (4.92%) Azure Certification
5 27 (4.02%) Master's Degree
6 11 (1.64%) AWS Certification
7 9 (1.34%) DBS Check
8 7 (1.04%) DV Cleared
9 6 (0.89%) SnowPro
10 5 (0.75%) Microsoft Certification
11 4 (0.60%) CISSP
12 3 (0.45%) (ISC)2 CCSP
12 3 (0.45%) CCSK
12 3 (0.45%) CCSP
12 3 (0.45%) Cisco Certification
12 3 (0.45%) PhD
13 2 (0.30%) BPSS Clearance
13 2 (0.30%) HNC
13 2 (0.30%) HND
Quality Assurance & Compliance
1 142 (21.16%) Data Quality
2 23 (3.43%) GDPR
3 18 (2.68%) Accessibility
4 14 (2.09%) QA
5 8 (1.19%) ISO/IEC 27001
6 3 (0.45%) SOC 2
7 2 (0.30%) Dublin Core
8 1 (0.15%) Cyber Essentials
8 1 (0.15%) Cyber Essentials PLUS
8 1 (0.15%) GAAP
8 1 (0.15%) GRC
8 1 (0.15%) HIPAA
8 1 (0.15%) IFRS
8 1 (0.15%) IFRS 17
8 1 (0.15%) NIST
8 1 (0.15%) Solvency II
System Software
1 114 (16.99%) Docker
2 10 (1.49%) HDFS
3 6 (0.89%) Apache Flume
4 2 (0.30%) Active Directory
4 2 (0.30%) Virtual Machines
Systems Management
1 135 (20.12%) Terraform
2 113 (16.84%) Kubernetes
3 8 (1.19%) Oozie
4 6 (0.89%) Ansible
5 3 (0.45%) CASB
5 3 (0.45%) Microsoft Intune
6 2 (0.30%) Grafana
6 2 (0.30%) Hadoop YARN
6 2 (0.30%) Prometheus
7 1 (0.15%) Kibana
7 1 (0.15%) logstash
Vendors
1 198 (29.51%) Databricks
2 102 (15.20%) Microsoft
3 40 (5.96%) Google
4 22 (3.28%) Informatica
5 21 (3.13%) Oracle
6 18 (2.68%) SAP
7 14 (2.09%) Palantir
8 10 (1.49%) Cloudera
8 10 (1.49%) Talend
9 9 (1.34%) PayPal
10 8 (1.19%) Cognos
11 7 (1.04%) Red Hat
12 6 (0.89%) Foundry
13 5 (0.75%) Vertica
14 4 (0.60%) Splunk
15 3 (0.45%) Refinitiv
15 3 (0.45%) Salesforce
15 3 (0.45%) Symantec
15 3 (0.45%) Zscaler
16 2 (0.30%) Dataiku