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 31 August 2026.

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

6 months to
31 Aug 2026
Same period 2025 Same period 2024
Rank 95 217 175
Rank change year-on-year +122 -42 -38
Permanent jobs requiring a Data Engineer 1,830 616 1,100
As % of all permanent jobs in England 1.88% 1.40% 1.54%
As % of the Job Titles category 2.00% 1.55% 1.62%
Number of salaries quoted 1,377 473 857
10th Percentile £45,000 £47,000 £40,000
25th Percentile £52,500 £56,250 £51,250
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 £100,000 £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 91,316 39,687 67,806
% of permanent jobs with a recognized job title 93.93% 90.46% 95.11%
Number of salaries quoted 64,438 24,066 43,918
10th Percentile £30,000 £28,500 £30,000
25th Percentile £40,000 £36,250 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -8.33%
75th Percentile £77,000 £75,000 £73,575
90th Percentile £98,750 £95,000 £92,500
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 31 August 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 31 August 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 +45 607 £85,000 +6.25% 271
North of England +120 524 £66,750 +11.25% 97
South East +141 258 £62,500 -3.85% 118
North West +117 241 £70,000 +16.67% 44
Midlands +62 192 £70,000 +3.70% 53
South West +37 178 £70,000 -3.45% 38
Yorkshire +41 159 £67,750 +12.92% 24
West Midlands +55 135 £70,000 +7.69% 32
North East +29 124 £60,000 -11.11% 30
East of England +26 61 £55,500 +5.71% 15
East Midlands +4 57 £52,500 -22.22% 21
Data Engineer
UK

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

For the 6 months to 31 August 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.

1 652 (35.63%) SQL
2 620 (33.88%) Python
3 586 (32.02%) Analytics
4 580 (31.69%) Data Pipeline
5 546 (29.84%) Data Engineering
6 503 (27.49%) Azure
7 421 (23.01%) ETL
8 388 (21.20%) Data Modelling
9 363 (19.84%) AWS
10 355 (19.40%) AI
11 334 (18.25%) Data Quality
12 295 (16.12%) CI/CD
13 282 (15.41%) Business Intelligence
14 272 (14.86%) Decision-Making
15 270 (14.75%) Databricks
16 261 (14.26%) Microsoft
17 246 (13.44%) Data Warehouse
18 216 (11.80%) Security Cleared
19 212 (11.58%) Agile
20 191 (10.44%) Problem-Solving
21 186 (10.16%) Machine Learning
22 183 (10.00%) Power Platform
23 179 (9.78%) Data Governance
23 179 (9.78%) DevOps
24 177 (9.67%) Power BI
25 172 (9.40%) Data Science
26 171 (9.34%) Data Architecture
27 162 (8.85%) Azure Data Factory
28 161 (8.80%) GCP
29 149 (8.14%) Lakehouse

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
1 131 (7.16%) Apache Airflow
2 120 (6.56%) Apache Spark
3 109 (5.96%) Apache
4 26 (1.42%) SAS
5 9 (0.49%) Palantir Foundry
6 5 (0.27%) Jupyter
7 4 (0.22%) Luigi
8 2 (0.11%) ArcGIS
8 2 (0.11%) Tornado
9 1 (0.055%) Confluence
9 1 (0.055%) GeoServer
9 1 (0.055%) SharePoint
Applications
1 20 (1.09%) Microsoft Excel
2 2 (0.11%) Spreadsheet
3 1 (0.055%) Microsoft Office
3 1 (0.055%) Microsoft PowerPoint
Business Applications
1 4 (0.22%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.055%) FastStats
3 1 (0.055%) NetSuite
Cloud Services
1 503 (27.49%) Azure
2 363 (19.84%) AWS
3 183 (10.00%) Power Platform
4 162 (8.85%) Azure Data Factory
5 161 (8.80%) GCP
6 103 (5.63%) dbt
7 102 (5.57%) Snowflake
8 77 (4.21%) Azure Synapse Analytics
9 71 (3.88%) Azure DevOps
10 67 (3.66%) SaaS
11 62 (3.39%) Serverless
12 45 (2.46%) Amazon S3
13 44 (2.40%) AWS Lambda
14 41 (2.24%) GitHub
15 31 (1.69%) Azure Databricks
16 23 (1.26%) Fivetran
16 23 (1.26%) GitHub Actions
17 22 (1.20%) Amazon EMR
17 22 (1.20%) Azure Logic Apps
18 21 (1.15%) Microsoft Purview
Communications & Networking
1 16 (0.87%) Structured Cabling
2 11 (0.60%) Broadband
3 8 (0.44%) Wi-Fi
4 4 (0.22%) Software-Defined Radio
4 4 (0.22%) Wireless
5 2 (0.11%) Internet
6 1 (0.055%) 4G
6 1 (0.055%) 5G
Database & Business Intelligence
1 246 (13.44%) Data Warehouse
2 177 (9.67%) Power BI
3 117 (6.39%) Data Lake
4 115 (6.28%) SQL Server
5 76 (4.15%) Big Data
6 66 (3.61%) NoSQL
7 63 (3.44%) Azure SQL Database
8 62 (3.39%) BigQuery
8 62 (3.39%) Relational Database
9 53 (2.90%) Amazon Redshift
10 50 (2.73%) PostgreSQL
11 47 (2.57%) Metadata
12 43 (2.35%) SQL Server Integration Services
13 39 (2.13%) Spark SQL
14 35 (1.91%) Delta Lake
14 35 (1.91%) Tableau
15 33 (1.80%) Star Schema
16 26 (1.42%) SQL Server Reporting Services
17 25 (1.37%) Hadoop
18 24 (1.31%) Elasticsearch
Development Applications
1 106 (5.79%) Git
2 22 (1.20%) Jenkins
3 9 (0.49%) 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
7 1 (0.055%) ERwin
7 1 (0.055%) Octopus Deploy
7 1 (0.055%) Selenium
7 1 (0.055%) VSS/SourceSafe
7 1 (0.055%) Yeoman
General
1 207 (11.31%) Social Skills
2 200 (10.93%) Finance
3 162 (8.85%) Analytical Skills
4 105 (5.74%) Public Sector
5 41 (2.24%) Marketing
6 32 (1.75%) Inclusion and Diversity
7 29 (1.58%) Retail
8 27 (1.48%) Law
9 22 (1.20%) Manufacturing
10 12 (0.66%) Health Technology
11 11 (0.60%) Advertising
11 11 (0.60%) Aerospace
12 10 (0.55%) Presentation Skills
13 9 (0.49%) Banking
13 9 (0.49%) Influencing Skills
13 9 (0.49%) Telecoms
14 8 (0.44%) Military
15 7 (0.38%) Automotive
15 7 (0.38%) Legal
16 6 (0.33%) Games
Libraries, Frameworks & Software Standards
1 143 (7.81%) Terraform
2 142 (7.76%) PySpark
3 99 (5.41%) Kafka
4 24 (1.31%) REST
5 17 (0.93%) Apache NiFi
6 14 (0.77%) JSON
6 14 (0.77%) Pandas
7 11 (0.60%) ARM Templates
8 10 (0.55%) TensorFlow
9 9 (0.49%) PyTorch
10 8 (0.44%) AWS CDK
10 8 (0.44%) Keycloak
11 7 (0.38%) .NET
12 6 (0.33%) Node.js
13 5 (0.27%) Pulumi
13 5 (0.27%) RESTful
13 5 (0.27%) scikit-learn
13 5 (0.27%) XML
13 5 (0.27%) YAML
14 4 (0.22%) Apache Beam
Miscellaneous
1 86 (4.70%) Cloud Native
2 31 (1.69%) Product Ownership
3 30 (1.64%) Onboarding
4 20 (1.09%) Distributed Computing
5 18 (0.98%) Data Structures
5 18 (0.98%) Distributed Systems
6 17 (0.93%) Greenfield Project
7 16 (0.87%) Driving Licence
8 15 (0.82%) Hybrid Cloud
9 14 (0.77%) Hedge funds
10 13 (0.71%) AI Agents
10 13 (0.71%) Legacy Systems
10 13 (0.71%) NHS
10 13 (0.71%) Virtual Team
11 12 (0.66%) Analytical Mindset
12 11 (0.60%) Marketing Technology
13 10 (0.55%) Reference Data
13 10 (0.55%) Sports Betting
14 9 (0.49%) Educational Technology
14 9 (0.49%) Management Information System
Operating Systems
1 9 (0.49%) Linux
2 7 (0.38%) Windows
3 1 (0.055%) Windows Server
Processes & Methodologies
1 586 (32.02%) Analytics
2 580 (31.69%) Data Pipeline
3 546 (29.84%) Data Engineering
4 421 (23.01%) ETL
5 388 (21.20%) Data Modelling
6 355 (19.40%) AI
7 295 (16.12%) CI/CD
8 282 (15.41%) Business Intelligence
9 272 (14.86%) Decision-Making
10 212 (11.58%) Agile
11 191 (10.44%) Problem-Solving
12 186 (10.16%) Machine Learning
13 179 (9.78%) Data Governance
13 179 (9.78%) DevOps
14 172 (9.40%) Data Science
15 171 (9.34%) Data Architecture
16 149 (8.14%) Lakehouse
17 139 (7.60%) Mentoring
18 136 (7.43%) Platform Engineering
19 116 (6.34%) Infrastructure as Code
Programming Languages
1 652 (35.63%) SQL
2 620 (33.88%) Python
3 59 (3.22%) Java
4 57 (3.11%) Scala
5 22 (1.20%) PowerShell
6 21 (1.15%) Data Analysis Expressions
7 16 (0.87%) Bash
7 16 (0.87%) C#
7 16 (0.87%) C++
7 16 (0.87%) T-SQL
8 13 (0.71%) Go
9 12 (0.66%) JavaScript
10 8 (0.44%) Groovy
10 8 (0.44%) TypeScript
11 6 (0.33%) Bicep
11 6 (0.33%) Kusto Query Language
12 4 (0.22%) R
13 3 (0.16%) PL/SQL
13 3 (0.16%) VBA
14 2 (0.11%) VBScript
Qualifications
1 216 (11.80%) Security Cleared
2 137 (7.49%) SC Cleared
3 91 (4.97%) DV Cleared
4 85 (4.64%) Degree
5 32 (1.75%) Computer Science Degree
6 30 (1.64%) Azure Certification
7 22 (1.20%) BPSS Clearance
8 14 (0.77%) Master's Degree
9 9 (0.49%) DBS Check
10 7 (0.38%) AWS Certification
11 5 (0.27%) Microsoft Certification
12 2 (0.11%) CITP
13 1 (0.055%) AWS Certified DevOps Engineer
13 1 (0.055%) AWS Certified Solutions Architect
13 1 (0.055%) City & Guilds
13 1 (0.055%) ICAEW
13 1 (0.055%) Postgraduate
13 1 (0.055%) SnowPro
Quality Assurance & Compliance
1 334 (18.25%) Data Quality
2 39 (2.13%) GDPR
3 21 (1.15%) QA
4 19 (1.04%) Accessibility
5 11 (0.60%) SLA
6 4 (0.22%) Actionable Recommendations
7 2 (0.11%) SOC 2
8 1 (0.055%) California Consumer Privacy Act
System Software
1 68 (3.72%) Docker
Systems Management
1 39 (2.13%) Kubernetes
2 9 (0.49%) 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 (0.055%) CASB
Vendors
1 270 (14.75%) Databricks
2 261 (14.26%) Microsoft
3 45 (2.46%) Google
4 19 (1.04%) Salesforce
5 17 (0.93%) Informatica
6 12 (0.66%) Oracle
6 12 (0.66%) Palantir
6 12 (0.66%) SAP
6 12 (0.66%) Talend
7 11 (0.60%) Foundry
8 6 (0.33%) OpenAI
9 4 (0.22%) Cloudera
9 4 (0.22%) Typelevel
10 3 (0.16%) Alteryx
11 2 (0.11%) iManage
11 2 (0.11%) Intapp
11 2 (0.11%) Planon
11 2 (0.11%) Splunk
12 1 (0.055%) Refinitiv
12 1 (0.055%) Workday