Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £70,000 per year, according to job vacancies posted during the 6 months leading to 25 July 2026.

The table below compares current salary benchmarking and summary statistics with the previous two years.

6 months to
25 Jul 2026
Same period 2025 Same period 2024
Rank 90 223 167
Rank change year-on-year +133 -56 -22
Permanent jobs requiring a Data Engineer 1,713 645 1,294
As % of all permanent jobs in England 1.92% 1.49% 1.65%
As % of the Job Titles category 2.03% 1.64% 1.74%
Number of salaries quoted 1,306 500 969
10th Percentile £45,000 £50,000 £36,250
25th Percentile £55,000 £57,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £68,500
Median % change year-on-year - +2.19% -5.52%
75th Percentile £85,000 £90,000 £86,250
90th Percentile £96,250 £112,750 £103,800
UK median annual salary £70,000 £70,000 £70,000

All Permanent IT Job Roles
England

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in England. 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 England with a recognized job title 84,315 39,258 74,215
% of permanent jobs with a recognized job title 94.39% 90.67% 94.64%
Number of salaries quoted 59,202 23,759 52,740
10th Percentile £30,000 £28,750 £30,000
25th Percentile £40,000 £37,500 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -8.33%
75th Percentile £75,900 £75,000 £71,991
90th Percentile £97,500 £97,500 £91,250
UK median annual salary £55,000 £55,000 £55,000
% change year-on-year - - -8.33%

Data Engineer
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings featuring 'Data Engineer' in the job title relative to all permanent IT jobs advertised in England.

Data Engineer job vacancy trend in England

Data Engineer
Salary Trend in England

Salary distribution trend for Data Engineer job vacancies in England.

Salary distribution trend for Data Engineer job vacancies in England

Data Engineer
Salary Histogram in England

Salary distribution for jobs citing Data Engineer in England over the 6 months to 25 July 2026.

Salary histogram for Data Engineer in England

Data Engineer
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineer within the England region over the 6 months to 25 July 2026. 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
London +36 581 £83,750 -1.47% 183
North of England +131 444 £70,000 +16.67% 92
South East +121 263 £60,000 -7.69% 99
North West +112 223 £70,000 +16.67% 41
Midlands +62 179 £70,000 +7.69% 49
South West +46 165 £70,000 -3.45% 33
Yorkshire +30 137 £75,000 +25.00% 20
West Midlands +63 131 £70,000 +12.00% 36
North East +16 84 £62,500 -7.41% 32
East of England +25 62 £56,000 -12.50% 15
East Midlands -11 48 £56,250 -16.67% 13
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities in England

For the 6 months to 25 July 2026, Data Engineer job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all permanent job ads across the England region featuring Data Engineer in the job title.

1 620 (36.19%) SQL
2 614 (35.84%) Python
3 566 (33.04%) Data Pipeline
4 553 (32.28%) Analytics
5 499 (29.13%) Data Engineering
6 478 (27.90%) Azure
7 401 (23.41%) ETL
8 380 (22.18%) Data Modelling
9 355 (20.72%) AWS
10 310 (18.10%) AI
11 299 (17.45%) Data Quality
12 287 (16.75%) CI/CD
13 265 (15.47%) Databricks
14 259 (15.12%) Business Intelligence
15 249 (14.54%) Microsoft
16 231 (13.49%) Data Warehouse
17 228 (13.31%) Decision-Making
18 217 (12.67%) Security Cleared
19 208 (12.14%) Agile
20 190 (11.09%) Problem-Solving
21 188 (10.97%) Data Governance
22 181 (10.57%) Power Platform
23 174 (10.16%) Power BI
24 171 (9.98%) Machine Learning
25 165 (9.63%) GCP
26 163 (9.52%) DevOps
27 158 (9.22%) Azure Data Factory
28 153 (8.93%) Data Architecture
29 152 (8.87%) Apache Airflow
30 150 (8.76%) Data Science

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 152 (8.87%) Apache Airflow
2 112 (6.54%) Apache Spark
3 95 (5.55%) Apache
4 32 (1.87%) SAS
5 9 (0.53%) Palantir Foundry
6 5 (0.29%) Jupyter
7 2 (0.12%) ArcGIS
7 2 (0.12%) Confluence
7 2 (0.12%) Luigi
7 2 (0.12%) SharePoint
8 1 (0.058%) GeoServer
8 1 (0.058%) Oracle Application Server
Applications
1 16 (0.93%) Microsoft Excel
2 4 (0.23%) Microsoft Office
3 1 (0.058%) Microsoft PowerPoint
3 1 (0.058%) Spreadsheet
Business Applications
1 3 (0.18%) Dynamics CRM
2 2 (0.12%) SAP Business One
3 1 (0.058%) FastStats
3 1 (0.058%) NetSuite
3 1 (0.058%) Primavera
Cloud Services
1 478 (27.90%) Azure
2 355 (20.72%) AWS
3 181 (10.57%) Power Platform
4 165 (9.63%) GCP
5 158 (9.22%) Azure Data Factory
6 112 (6.54%) dbt
7 109 (6.36%) Snowflake
8 74 (4.32%) Azure Synapse Analytics
9 64 (3.74%) Azure DevOps
10 58 (3.39%) SaaS
10 58 (3.39%) Serverless
11 50 (2.92%) Amazon S3
12 42 (2.45%) AWS Lambda
13 30 (1.75%) GitHub
14 23 (1.34%) Fivetran
15 21 (1.23%) Azure Logic Apps
15 21 (1.23%) Dagster
15 21 (1.23%) Microsoft Purview
16 20 (1.17%) Amazon EMR
16 20 (1.17%) Amazon Kinesis
Communications & Networking
1 28 (1.63%) Broadband
2 17 (0.99%) Structured Cabling
3 8 (0.47%) Wi-Fi
4 5 (0.29%) DSLAM
5 4 (0.23%) Software-Defined Radio
5 4 (0.23%) Wireless
6 2 (0.12%) 4G
6 2 (0.12%) 5G
6 2 (0.12%) Internet
7 1 (0.058%) Kerberos
Database & Business Intelligence
1 231 (13.49%) Data Warehouse
2 174 (10.16%) Power BI
3 112 (6.54%) SQL Server
4 100 (5.84%) Data Lake
5 73 (4.26%) Big Data
6 66 (3.85%) BigQuery
7 63 (3.68%) Relational Database
8 62 (3.62%) Amazon Redshift
9 60 (3.50%) NoSQL
10 57 (3.33%) Azure SQL Database
11 48 (2.80%) Metadata
12 44 (2.57%) PostgreSQL
12 44 (2.57%) SQL Server Integration Services
13 36 (2.10%) Spark SQL
14 33 (1.93%) Delta Lake
14 33 (1.93%) Star Schema
15 31 (1.81%) Tableau
16 29 (1.69%) Amazon Athena
17 25 (1.46%) SQL Server Reporting Services
18 23 (1.34%) MongoDB
Development Applications
1 94 (5.49%) Git
2 19 (1.11%) Jenkins
3 9 (0.53%) GitLab
4 6 (0.35%) JIRA
5 5 (0.29%) Visual Studio
6 2 (0.12%) Bitbucket
6 2 (0.12%) Visual Studio Code
7 1 (0.058%) ERwin
7 1 (0.058%) MLflow
7 1 (0.058%) Oracle APEX
7 1 (0.058%) Selenium
7 1 (0.058%) VSS/SourceSafe
7 1 (0.058%) Yeoman
General
1 181 (10.57%) Finance
2 177 (10.33%) Social Skills
3 146 (8.52%) Analytical Skills
4 107 (6.25%) Public Sector
5 35 (2.04%) Law
6 32 (1.87%) Marketing
7 27 (1.58%) Inclusion and Diversity
8 26 (1.52%) Manufacturing
8 26 (1.52%) Retail
9 20 (1.17%) Telecoms
10 13 (0.76%) Banking
11 12 (0.70%) Advertising
11 12 (0.70%) Health Technology
12 9 (0.53%) Military
13 8 (0.47%) Presentation Skills
14 6 (0.35%) Games
14 6 (0.35%) Influencing Skills
15 4 (0.23%) Aerospace
15 4 (0.23%) Billing
15 4 (0.23%) Front Office
Libraries, Frameworks & Software Standards
1 135 (7.88%) PySpark
2 104 (6.07%) Kafka
3 20 (1.17%) REST
4 18 (1.05%) Pandas
5 15 (0.88%) Apache NiFi
5 15 (0.88%) JSON
6 12 (0.70%) ARM Templates
7 10 (0.58%) gRPC
8 6 (0.35%) Node.js
8 6 (0.35%) XML
8 6 (0.35%) YAML
9 5 (0.29%) Keycloak
9 5 (0.29%) NumPy
9 5 (0.29%) RESTful
10 4 (0.23%) AWS CDK
10 4 (0.23%) EDI
10 4 (0.23%) FastAPI
10 4 (0.23%) Great Expectations
10 4 (0.23%) React
11 3 (0.18%) SOAP
Miscellaneous
1 80 (4.67%) Cloud Native
2 28 (1.63%) Product Ownership
3 24 (1.40%) Data Structures
3 24 (1.40%) Onboarding
4 21 (1.23%) Driving Licence
5 19 (1.11%) Distributed Systems
6 18 (1.05%) Distributed Computing
6 18 (1.05%) Greenfield Project
7 13 (0.76%) Hedge funds
8 11 (0.64%) Fibre Optics
8 11 (0.64%) Legacy Systems
8 11 (0.64%) NHS
8 11 (0.64%) Video\Live Streaming
9 10 (0.58%) Marketing Technology
9 10 (0.58%) Over-the-Top Content
9 10 (0.58%) Sports Betting
9 10 (0.58%) Virtual Team
10 9 (0.53%) Replication
11 8 (0.47%) Algorithms
11 8 (0.47%) Reference Data
Operating Systems
1 12 (0.70%) Linux
2 6 (0.35%) Windows
3 1 (0.058%) Unix
3 1 (0.058%) Windows Server
Processes & Methodologies
1 566 (33.04%) Data Pipeline
2 553 (32.28%) Analytics
3 499 (29.13%) Data Engineering
4 401 (23.41%) ETL
5 380 (22.18%) Data Modelling
6 310 (18.10%) AI
7 287 (16.75%) CI/CD
8 259 (15.12%) Business Intelligence
9 228 (13.31%) Decision-Making
10 208 (12.14%) Agile
11 190 (11.09%) Problem-Solving
12 188 (10.97%) Data Governance
13 171 (9.98%) Machine Learning
14 163 (9.52%) DevOps
15 153 (8.93%) Data Architecture
16 150 (8.76%) Data Science
17 136 (7.94%) Platform Engineering
18 131 (7.65%) Mentoring
19 108 (6.30%) Infrastructure as Code
20 106 (6.19%) Data Integration
Programming Languages
1 620 (36.19%) SQL
2 614 (35.84%) Python
3 62 (3.62%) Scala
4 56 (3.27%) Java
5 21 (1.23%) PowerShell
6 16 (0.93%) Bash
6 16 (0.93%) Go
7 15 (0.88%) C++
8 14 (0.82%) Data Analysis Expressions
8 14 (0.82%) T-SQL
9 10 (0.58%) TypeScript
10 9 (0.53%) C#
11 8 (0.47%) R
12 7 (0.41%) Groovy
13 6 (0.35%) Bicep
13 6 (0.35%) JavaScript
13 6 (0.35%) Kusto Query Language
14 3 (0.18%) PL/SQL
14 3 (0.18%) VBA
15 2 (0.12%) VBScript
Qualifications
1 217 (12.67%) Security Cleared
2 145 (8.46%) SC Cleared
3 83 (4.85%) DV Cleared
4 78 (4.55%) Degree
5 37 (2.16%) Computer Science Degree
6 26 (1.52%) Azure Certification
7 13 (0.76%) BPSS Clearance
7 13 (0.76%) Master's Degree
8 11 (0.64%) DBS Check
9 7 (0.41%) AWS Certification
10 6 (0.35%) Microsoft Certification
11 2 (0.12%) AWS Certified Solutions Architect
11 2 (0.12%) CITP
12 1 (0.058%) AWS Certified DevOps Engineer
12 1 (0.058%) CISM
12 1 (0.058%) CISSP
12 1 (0.058%) City & Guilds
12 1 (0.058%) SnowPro
Quality Assurance & Compliance
1 299 (17.45%) Data Quality
2 43 (2.51%) GDPR
3 21 (1.23%) QA
4 18 (1.05%) SLA
5 12 (0.70%) Accessibility
6 3 (0.18%) SOC 2
7 2 (0.12%) Actionable Recommendations
8 1 (0.058%) HIPAA
8 1 (0.058%) ISO/IEC 27001
8 1 (0.058%) PCI DSS
System Software
1 73 (4.26%) Docker
2 1 (0.058%) Active Directory
Systems Management
1 150 (8.76%) Terraform
2 37 (2.16%) Kubernetes
3 10 (0.58%) Grafana
4 7 (0.41%) Ansible
5 5 (0.29%) Packer
6 3 (0.18%) Kibana
6 3 (0.18%) Prometheus
7 2 (0.12%) CASB
8 1 (0.058%) Kubeflow
Vendors
1 265 (15.47%) Databricks
2 249 (14.54%) Microsoft
3 42 (2.45%) Google
4 21 (1.23%) Oracle
5 20 (1.17%) Informatica
6 18 (1.05%) Salesforce
7 14 (0.82%) Palantir
8 12 (0.70%) Foundry
8 12 (0.70%) Talend
9 10 (0.58%) SAP
9 10 (0.58%) Typelevel
10 5 (0.29%) BT
10 5 (0.29%) Cloudera
10 5 (0.29%) OpenAI
11 3 (0.18%) Confluent
12 2 (0.12%) Alteryx
12 2 (0.12%) iManage
12 2 (0.12%) Intapp
12 2 (0.12%) Planon
12 2 (0.12%) Splunk