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 11 September 2026.

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

6 months to
11 Sep 2026
Same period 2025 Same period 2024
Rank 98 224 174
Rank change year-on-year +126 -50 -42
Permanent jobs requiring a Data Engineer 1,856 605 1,068
As % of all permanent jobs in England 1.85% 1.39% 1.54%
As % of the Job Titles category 1.98% 1.54% 1.62%
Number of salaries quoted 1,392 459 823
10th Percentile £45,000 £47,500 £40,000
25th Percentile £51,250 £56,250 £51,375
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 £99,000 £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 93,676 39,281 65,854
% of permanent jobs with a recognized job title 93.51% 90.38% 95.20%
Number of salaries quoted 66,297 23,621 40,888
10th Percentile £30,000 £28,250 £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 £75,000
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 11 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 11 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 +46 602 £85,000 +6.25% 525
North of England +138 551 £65,000 +1.96% 123
North West +106 249 £67,153 +11.92% 63
South East +126 248 £63,750 -1.92% 145
Midlands +57 198 £70,000 +3.70% 82
South West +41 187 £70,000 - 58
Yorkshire +47 168 £66,805 -1.03% 37
West Midlands +52 144 £70,000 +7.69% 48
North East +35 134 £60,000 -11.11% 23
East of England +7 58 £55,500 +5.71% 38
East Midlands -7 54 £51,250 -24.07% 34
Data Engineer
UK

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

For the 6 months to 11 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
2 621 (33.46%) Python
3 609 (32.81%) Analytics
4 580 (31.25%) Data Pipeline
5 568 (30.60%) Data Engineering
6 505 (27.21%) Azure
7 442 (23.81%) ETL
8 389 (20.96%) Data Modelling
9 380 (20.47%) AWS
10 366 (19.72%) AI
11 355 (19.13%) Data Quality
12 308 (16.59%) CI/CD
13 298 (16.06%) Business Intelligence
14 295 (15.89%) Decision-Making
15 271 (14.60%) Databricks
16 259 (13.95%) Microsoft
17 253 (13.63%) Data Warehouse
18 232 (12.50%) Security Cleared
19 226 (12.18%) Agile
20 197 (10.61%) Problem-Solving
21 188 (10.13%) Machine Learning
22 187 (10.08%) Power Platform
23 186 (10.02%) DevOps
24 184 (9.91%) Data Science
25 181 (9.75%) Power BI
26 180 (9.70%) Data Governance
27 169 (9.11%) Azure Data Factory
28 165 (8.89%) Data Architecture
29 160 (8.62%) PySpark
30 157 (8.46%) GCP

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
1 124 (6.68%) Apache Airflow
1 124 (6.68%) Apache Spark
2 109 (5.87%) Apache
3 26 (1.40%) SAS
4 9 (0.48%) Palantir Foundry
5 5 (0.27%) Jupyter
6 4 (0.22%) Luigi
7 2 (0.11%) ArcGIS
7 2 (0.11%) Confluence
7 2 (0.11%) Oracle Workflow
7 2 (0.11%) Tornado
8 1 (0.054%) GeoServer
8 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 5 (0.27%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.054%) Academy Revenues and Benefits
3 1 (0.054%) FastStats
3 1 (0.054%) NetSuite
Cloud Services
1 505 (27.21%) Azure
2 380 (20.47%) AWS
3 187 (10.08%) Power Platform
4 169 (9.11%) Azure Data Factory
5 157 (8.46%) GCP
6 103 (5.55%) dbt
7 97 (5.23%) Snowflake
8 81 (4.36%) Azure Synapse Analytics
9 80 (4.31%) Serverless
10 76 (4.09%) Azure DevOps
11 66 (3.56%) SaaS
12 61 (3.29%) AWS Lambda
13 48 (2.59%) Amazon S3
14 42 (2.26%) GitHub
15 33 (1.78%) Azure Databricks
16 30 (1.62%) Amazon EMR
17 27 (1.45%) Amazon EC2
18 25 (1.35%) Azure Logic Apps
19 23 (1.24%) GitHub Actions
20 22 (1.19%) Fivetran
Communications & Networking
1 18 (0.97%) Structured Cabling
2 11 (0.59%) Broadband
3 7 (0.38%) 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
1 253 (13.63%) Data Warehouse
2 181 (9.75%) Power BI
3 123 (6.63%) Data Lake
4 114 (6.14%) SQL Server
5 76 (4.09%) Big Data
6 71 (3.83%) NoSQL
7 68 (3.66%) Azure SQL Database
8 60 (3.23%) BigQuery
9 59 (3.18%) Relational Database
10 54 (2.91%) Amazon Redshift
11 51 (2.75%) PostgreSQL
12 50 (2.69%) Spark SQL
13 49 (2.64%) Metadata
14 44 (2.37%) SQL Server Integration Services
15 40 (2.16%) Tableau
16 37 (1.99%) Delta Lake
17 34 (1.83%) Star Schema
18 27 (1.45%) SQL Server Reporting Services
19 26 (1.40%) Elasticsearch
19 26 (1.40%) Hadoop
Development Applications
1 114 (6.14%) 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
1 210 (11.31%) Social Skills
2 204 (10.99%) Finance
3 173 (9.32%) Analytical Skills
4 115 (6.20%) Public Sector
5 41 (2.21%) Marketing
6 32 (1.72%) Inclusion and Diversity
7 31 (1.67%) Retail
8 26 (1.40%) Law
9 21 (1.13%) Manufacturing
10 12 (0.65%) Health Technology
11 11 (0.59%) Advertising
11 11 (0.59%) Aerospace
12 10 (0.54%) Influencing Skills
12 10 (0.54%) Presentation Skills
13 9 (0.48%) Banking
14 8 (0.43%) Military
15 7 (0.38%) Automotive
15 7 (0.38%) Legal
16 6 (0.32%) Games
16 6 (0.32%) Telecoms
Libraries, Frameworks & Software Standards
1 160 (8.62%) PySpark
2 140 (7.54%) Terraform
3 101 (5.44%) Kafka
4 24 (1.29%) REST
5 18 (0.97%) .NET
6 17 (0.92%) Apache NiFi
7 15 (0.81%) JSON
7 15 (0.81%) Pandas
8 11 (0.59%) ARM Templates
9 10 (0.54%) Keycloak
9 10 (0.54%) TensorFlow
10 9 (0.48%) AWS CDK
10 9 (0.48%) PyTorch
11 6 (0.32%) Node.js
11 6 (0.32%) YAML
12 5 (0.27%) Pulumi
12 5 (0.27%) scikit-learn
12 5 (0.27%) XML
13 4 (0.22%) Apache Beam
13 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
6 19 (1.02%) Distributed Computing
7 17 (0.92%) Distributed Systems
7 17 (0.92%) Greenfield Project
8 15 (0.81%) Driving Licence
9 14 (0.75%) AI Agents
9 14 (0.75%) Hedge funds
9 14 (0.75%) NHS
10 13 (0.70%) Legacy Systems
10 13 (0.70%) Virtual Team
11 11 (0.59%) 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
1 609 (32.81%) Analytics
2 580 (31.25%) Data Pipeline
3 568 (30.60%) Data Engineering
4 442 (23.81%) ETL
5 389 (20.96%) Data Modelling
6 366 (19.72%) AI
7 308 (16.59%) CI/CD
8 298 (16.06%) Business Intelligence
9 295 (15.89%) Decision-Making
10 226 (12.18%) Agile
11 197 (10.61%) Problem-Solving
12 188 (10.13%) Machine Learning
13 186 (10.02%) DevOps
14 184 (9.91%) Data Science
15 180 (9.70%) Data Governance
16 165 (8.89%) Data Architecture
17 157 (8.46%) Mentoring
18 146 (7.87%) Lakehouse
19 129 (6.95%) Data Transformation
19 129 (6.95%) Platform Engineering
Programming Languages
1 678 (36.53%) SQL
2 621 (33.46%) Python
3 73 (3.93%) 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
1 232 (12.50%) Security Cleared
2 154 (8.30%) SC Cleared
3 89 (4.80%) DV Cleared
4 83 (4.47%) Degree
5 33 (1.78%) Azure Certification
6 31 (1.67%) Computer Science Degree
7 21 (1.13%) BPSS Clearance
8 14 (0.75%) Master's Degree
9 10 (0.54%) DBS Check
10 8 (0.43%) 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%) ICAEW
13 1 (0.054%) Postgraduate
13 1 (0.054%) SnowPro
Quality Assurance & Compliance
1 355 (19.13%) Data Quality
2 40 (2.16%) GDPR
3 23 (1.24%) 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 67 (3.61%) Docker
Systems Management
1 40 (2.16%) 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
1 271 (14.60%) Databricks
2 259 (13.95%) Microsoft
3 43 (2.32%) Google
4 19 (1.02%) Salesforce
5 18 (0.97%) Informatica
6 13 (0.70%) SAP
7 12 (0.65%) Oracle
7 12 (0.65%) Palantir
7 12 (0.65%) Talend
8 11 (0.59%) Foundry
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%) YouTube