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 9 September 2026.

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

6 months to
9 Sep 2026
Same period 2025 Same period 2024
Rank 96 228 171
Rank change year-on-year +132 -57 -41
Permanent jobs requiring a Data Engineer 1,856 601 1,060
As % of all permanent jobs in England 1.87% 1.38% 1.54%
As % of the Job Titles category 1.99% 1.53% 1.62%
Number of salaries quoted 1,391 459 815
10th Percentile £45,000 £47,500 £40,000
25th Percentile £51,250 £56,250 £52,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -6.67%
75th Percentile £85,000 £85,000 £87,500
90th Percentile £100,000 £98,750 £107,500
UK median annual salary £70,000 £67,500 £70,000
% change year-on-year +3.70% -3.57% -3.45%

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 93,097 39,217 65,600
% of permanent jobs with a recognized job title 93.75% 90.35% 95.19%
Number of salaries quoted 65,832 23,570 40,687
10th Percentile £30,000 £28,300 £30,000
25th Percentile £40,000 £36,250 £40,000
Median annual salary (50th Percentile) £58,000 £55,000 £55,000
Median % change year-on-year +5.45% - -8.33%
75th Percentile £77,500 £75,000 £73,886
90th Percentile £100,000 £95,000 £93,750
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - -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 9 September 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 9 September 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 +36 601 £85,000 +6.25% 416
North of England +132 547 £65,000 +8.33% 120
South East +143 251 £62,500 -3.85% 129
North West +106 245 £67,500 +12.50% 69
Midlands +60 201 £70,000 +7.69% 70
South West +44 185 £70,000 - 57
Yorkshire +44 169 £65,903 -2.37% 29
West Midlands +52 146 £70,000 +7.69% 42
North East +29 133 £60,000 -11.11% 22
East of England +3 60 £55,000 +4.76% 27
East Midlands -6 55 £51,250 -24.07% 28
Data Engineer
UK

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

For the 6 months to 9 September 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.

1 678 (36.53%) SQL
2 622 (33.51%) Python
3 605 (32.60%) Analytics
4 580 (31.25%) Data Pipeline
5 567 (30.55%) Data Engineering
6 508 (27.37%) Azure
7 444 (23.92%) ETL
8 389 (20.96%) Data Modelling
9 377 (20.31%) AWS
10 361 (19.45%) AI
11 353 (19.02%) Data Quality
12 311 (16.76%) CI/CD
13 296 (15.95%) Business Intelligence
14 293 (15.79%) Decision-Making
15 270 (14.55%) Databricks
16 259 (13.95%) Microsoft
17 251 (13.52%) Data Warehouse
18 224 (12.07%) Agile
19 222 (11.96%) Security Cleared
20 198 (10.67%) Problem-Solving
21 187 (10.08%) DevOps
22 186 (10.02%) Power Platform
23 185 (9.97%) Machine Learning
24 182 (9.81%) Data Science
25 180 (9.70%) Power BI
26 179 (9.64%) Data Governance
27 171 (9.21%) Azure Data Factory
28 168 (9.05%) Data Architecture
29 159 (8.57%) GCP
29 159 (8.57%) PySpark

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
1 128 (6.90%) Apache Airflow
2 124 (6.68%) Apache Spark
3 110 (5.93%) Apache
4 26 (1.40%) SAS
5 9 (0.48%) Palantir Foundry
6 5 (0.27%) Jupyter
7 4 (0.22%) Luigi
8 2 (0.11%) ArcGIS
8 2 (0.11%) Confluence
8 2 (0.11%) Tornado
9 1 (0.054%) GeoServer
9 1 (0.054%) SharePoint
Applications
1 20 (1.08%) Microsoft Excel
2 2 (0.11%) Spreadsheet
3 1 (0.054%) Microsoft Office
3 1 (0.054%) Microsoft PowerPoint
Business Applications
1 4 (0.22%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.054%) FastStats
3 1 (0.054%) NetSuite
Cloud Services
1 508 (27.37%) Azure
2 377 (20.31%) AWS
3 186 (10.02%) Power Platform
4 171 (9.21%) Azure Data Factory
5 159 (8.57%) GCP
6 103 (5.55%) dbt
7 98 (5.28%) Snowflake
8 80 (4.31%) Azure Synapse Analytics
9 77 (4.15%) Serverless
10 76 (4.09%) Azure DevOps
11 66 (3.56%) SaaS
12 59 (3.18%) AWS Lambda
13 47 (2.53%) Amazon S3
14 42 (2.26%) GitHub
15 34 (1.83%) Azure Databricks
16 29 (1.56%) Amazon EMR
17 26 (1.40%) Amazon EC2
18 24 (1.29%) Azure Logic Apps
19 23 (1.24%) Fivetran
19 23 (1.24%) GitHub Actions
Communications & Networking
1 18 (0.97%) Structured Cabling
2 11 (0.59%) Broadband
3 8 (0.43%) Wi-Fi
4 4 (0.22%) Software-Defined Radio
4 4 (0.22%) Wireless
5 2 (0.11%) Internet
6 1 (0.054%) 4G
6 1 (0.054%) 5G
Database & Business Intelligence
1 251 (13.52%) Data Warehouse
2 180 (9.70%) Power BI
3 122 (6.57%) Data Lake
4 114 (6.14%) SQL Server
5 76 (4.09%) Big Data
6 70 (3.77%) NoSQL
7 67 (3.61%) Azure SQL Database
8 61 (3.29%) BigQuery
9 60 (3.23%) Relational Database
10 52 (2.80%) Amazon Redshift
10 52 (2.80%) Spark SQL
11 51 (2.75%) PostgreSQL
12 49 (2.64%) Metadata
13 44 (2.37%) SQL Server Integration Services
14 38 (2.05%) Tableau
15 37 (1.99%) Delta Lake
16 34 (1.83%) Star Schema
17 28 (1.51%) SQL Server Reporting Services
18 26 (1.40%) Elasticsearch
19 25 (1.35%) Hadoop
Development Applications
1 112 (6.03%) Git
2 24 (1.29%) Jenkins
3 9 (0.48%) GitLab
4 5 (0.27%) JIRA
5 3 (0.16%) Bitbucket
5 3 (0.16%) Visual Studio
5 3 (0.16%) Visual Studio Code
6 2 (0.11%) Claude Code
6 2 (0.11%) Octopus Deploy
7 1 (0.054%) ERwin
7 1 (0.054%) Selenium
7 1 (0.054%) VSS/SourceSafe
7 1 (0.054%) Yeoman
General
1 211 (11.37%) Social Skills
2 204 (10.99%) Finance
3 171 (9.21%) Analytical Skills
4 111 (5.98%) Public Sector
5 41 (2.21%) Marketing
6 32 (1.72%) Inclusion and Diversity
6 32 (1.72%) Retail
7 26 (1.40%) Law
8 21 (1.13%) Manufacturing
9 12 (0.65%) Health Technology
10 11 (0.59%) Advertising
10 11 (0.59%) Aerospace
11 10 (0.54%) Influencing Skills
11 10 (0.54%) Presentation Skills
12 9 (0.48%) Banking
13 8 (0.43%) Military
14 7 (0.38%) Automotive
14 7 (0.38%) Legal
14 7 (0.38%) Telecoms
15 6 (0.32%) Games
Libraries, Frameworks & Software Standards
1 159 (8.57%) PySpark
2 140 (7.54%) Terraform
3 102 (5.50%) Kafka
4 24 (1.29%) REST
5 18 (0.97%) .NET
6 17 (0.92%) Apache NiFi
7 15 (0.81%) JSON
8 14 (0.75%) Pandas
9 11 (0.59%) ARM Templates
10 10 (0.54%) Keycloak
10 10 (0.54%) TensorFlow
11 9 (0.48%) AWS CDK
11 9 (0.48%) PyTorch
12 6 (0.32%) Node.js
12 6 (0.32%) YAML
13 5 (0.27%) Pulumi
13 5 (0.27%) scikit-learn
13 5 (0.27%) XML
14 4 (0.22%) Apache Beam
14 4 (0.22%) Great Expectations
Miscellaneous
1 86 (4.63%) Cloud Native
2 33 (1.78%) Product Ownership
3 31 (1.67%) Onboarding
4 23 (1.24%) Hybrid Cloud
5 20 (1.08%) Data Structures
5 20 (1.08%) Distributed Computing
6 17 (0.92%) Distributed Systems
6 17 (0.92%) Greenfield Project
7 16 (0.86%) Driving Licence
8 14 (0.75%) AI Agents
8 14 (0.75%) Hedge funds
8 14 (0.75%) Legacy Systems
8 14 (0.75%) NHS
9 13 (0.70%) Virtual Team
10 12 (0.65%) Analytical Mindset
11 11 (0.59%) Marketing Technology
12 10 (0.54%) Reference Data
12 10 (0.54%) Sports Betting
13 9 (0.48%) Educational Technology
13 9 (0.48%) Management Information System
Operating Systems
1 9 (0.48%) Linux
2 8 (0.43%) Windows
3 1 (0.054%) Windows Server
Processes & Methodologies
1 605 (32.60%) Analytics
2 580 (31.25%) Data Pipeline
3 567 (30.55%) Data Engineering
4 444 (23.92%) ETL
5 389 (20.96%) Data Modelling
6 361 (19.45%) AI
7 311 (16.76%) CI/CD
8 296 (15.95%) Business Intelligence
9 293 (15.79%) Decision-Making
10 224 (12.07%) Agile
11 198 (10.67%) Problem-Solving
12 187 (10.08%) DevOps
13 185 (9.97%) Machine Learning
14 182 (9.81%) Data Science
15 179 (9.64%) Data Governance
16 168 (9.05%) Data Architecture
17 153 (8.24%) Mentoring
18 148 (7.97%) Lakehouse
19 132 (7.11%) Platform Engineering
20 128 (6.90%) Data Transformation
Programming Languages
1 678 (36.53%) SQL
2 622 (33.51%) Python
3 72 (3.88%) Java
4 59 (3.18%) Scala
5 28 (1.51%) C#
6 27 (1.45%) C++
6 27 (1.45%) JavaScript
7 23 (1.24%) Data Analysis Expressions
8 22 (1.19%) PowerShell
9 17 (0.92%) Bash
9 17 (0.92%) T-SQL
10 15 (0.81%) Go
11 8 (0.43%) Groovy
11 8 (0.43%) TypeScript
12 6 (0.32%) Kusto Query Language
13 5 (0.27%) Bicep
13 5 (0.27%) R
14 3 (0.16%) PL/SQL
14 3 (0.16%) VBA
15 2 (0.11%) VBScript
Qualifications
1 222 (11.96%) Security Cleared
2 145 (7.81%) SC Cleared
3 89 (4.80%) DV Cleared
4 84 (4.53%) Degree
5 33 (1.78%) Azure Certification
6 31 (1.67%) Computer Science Degree
7 22 (1.19%) BPSS Clearance
8 14 (0.75%) Master's Degree
9 10 (0.54%) DBS Check
10 7 (0.38%) AWS Certification
11 5 (0.27%) Microsoft Certification
12 2 (0.11%) CITP
13 1 (0.054%) AWS Certified DevOps Engineer
13 1 (0.054%) AWS Certified Solutions Architect
13 1 (0.054%) City & Guilds
13 1 (0.054%) ICAEW
13 1 (0.054%) Postgraduate
13 1 (0.054%) SnowPro
Quality Assurance & Compliance
1 353 (19.02%) Data Quality
2 39 (2.10%) GDPR
3 22 (1.19%) Accessibility
4 19 (1.02%) QA
5 10 (0.54%) SLA
6 4 (0.22%) Actionable Recommendations
7 2 (0.11%) California Consumer Privacy Act
7 2 (0.11%) SOC 2
System Software
1 69 (3.72%) Docker
Systems Management
1 41 (2.21%) Kubernetes
2 9 (0.48%) Grafana
3 7 (0.38%) Ansible
4 5 (0.27%) Packer
5 3 (0.16%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.054%) CASB
Vendors
1 270 (14.55%) Databricks
2 259 (13.95%) Microsoft
3 44 (2.37%) Google
4 19 (1.02%) Salesforce
5 18 (0.97%) Informatica
6 13 (0.70%) Talend
7 12 (0.65%) Palantir
7 12 (0.65%) SAP
8 11 (0.59%) Foundry
8 11 (0.59%) Oracle
9 6 (0.32%) OpenAI
10 4 (0.22%) Cloudera
10 4 (0.22%) Typelevel
11 3 (0.16%) Alteryx
12 2 (0.11%) iManage
12 2 (0.11%) Intapp
12 2 (0.11%) Planon
12 2 (0.11%) Splunk
12 2 (0.11%) Workday
13 1 (0.054%) Refinitiv