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 1 September 2026.

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

6 months to
1 Sep 2026
Same period 2025 Same period 2024
Rank 92 224 170
Rank change year-on-year +132 -54 -32
Permanent jobs requiring a Data Engineer 1,829 610 1,102
As % of all permanent jobs in England 1.88% 1.39% 1.54%
As % of the Job Titles category 2.01% 1.54% 1.62%
Number of salaries quoted 1,376 468 859
10th Percentile £45,000 £47,000 £40,000
25th Percentile £51,250 £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 £99,125 £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 91,197 39,586 67,877
% of permanent jobs with a recognized job title 93.91% 90.45% 95.13%
Number of salaries quoted 64,443 24,001 43,893
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 £73,750
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 1 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 1 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 +43 602 £82,500 +3.13% 433
North of England +133 526 £66,750 +11.25% 138
South East +134 258 £62,500 -3.85% 138
North West +110 241 £70,000 +16.67% 70
Midlands +58 191 £70,000 +3.70% 64
South West +40 179 £70,000 -3.45% 55
Yorkshire +39 159 £67,750 +12.92% 31
West Midlands +59 134 £70,000 +7.69% 42
North East +30 126 £60,000 -11.11% 38
East of England +19 61 £55,000 +4.76% 23
East Midlands +9 57 £52,500 -22.22% 22
Data Engineer
UK

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

For the 6 months to 1 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.

1 653 (35.70%) SQL
2 617 (33.73%) Python
3 587 (32.09%) Analytics
4 578 (31.60%) Data Pipeline
5 546 (29.85%) Data Engineering
6 500 (27.34%) Azure
7 421 (23.02%) ETL
8 386 (21.10%) Data Modelling
9 364 (19.90%) AWS
10 355 (19.41%) AI
11 334 (18.26%) Data Quality
12 295 (16.13%) CI/CD
13 283 (15.47%) Business Intelligence
14 276 (15.09%) Decision-Making
15 269 (14.71%) Databricks
16 260 (14.22%) Microsoft
17 245 (13.40%) Data Warehouse
18 218 (11.92%) Security Cleared
19 212 (11.59%) Agile
20 192 (10.50%) Problem-Solving
21 184 (10.06%) Machine Learning
22 182 (9.95%) Power Platform
23 180 (9.84%) Data Governance
24 177 (9.68%) DevOps
25 176 (9.62%) Power BI
26 172 (9.40%) Data Science
27 170 (9.29%) Data Architecture
28 161 (8.80%) Azure Data Factory
29 160 (8.75%) GCP
30 149 (8.15%) 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
1 130 (7.11%) 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
1 500 (27.34%) Azure
2 364 (19.90%) AWS
3 182 (9.95%) Power Platform
4 161 (8.80%) Azure Data Factory
5 160 (8.75%) GCP
6 101 (5.52%) dbt
6 101 (5.52%) Snowflake
7 77 (4.21%) Azure Synapse Analytics
8 70 (3.83%) Azure DevOps
9 67 (3.66%) SaaS
10 65 (3.55%) Serverless
11 47 (2.57%) AWS Lambda
12 45 (2.46%) Amazon S3
13 41 (2.24%) GitHub
14 30 (1.64%) Azure Databricks
15 23 (1.26%) Fivetran
15 23 (1.26%) GitHub Actions
16 22 (1.20%) Amazon EMR
16 22 (1.20%) Azure Logic Apps
17 21 (1.15%) Microsoft Purview
Communications & Networking
1 17 (0.93%) 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
1 245 (13.40%) Data Warehouse
2 176 (9.62%) Power BI
3 117 (6.40%) Data Lake
4 114 (6.23%) SQL Server
5 76 (4.16%) Big Data
6 66 (3.61%) NoSQL
7 63 (3.44%) Azure SQL Database
8 61 (3.34%) BigQuery
9 60 (3.28%) Relational Database
10 52 (2.84%) Amazon Redshift
11 50 (2.73%) PostgreSQL
12 47 (2.57%) Metadata
13 43 (2.35%) SQL Server Integration Services
14 41 (2.24%) Spark SQL
15 35 (1.91%) Tableau
16 34 (1.86%) Delta Lake
17 33 (1.80%) Star Schema
18 26 (1.42%) SQL Server Reporting Services
19 25 (1.37%) Hadoop
20 24 (1.31%) Elasticsearch
Development Applications
1 104 (5.69%) 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 (11.32%) Social Skills
2 200 (10.93%) Finance
3 161 (8.80%) Analytical Skills
4 106 (5.80%) Public Sector
5 41 (2.24%) Marketing
6 32 (1.75%) Inclusion and Diversity
7 28 (1.53%) Retail
8 27 (1.48%) Law
9 21 (1.15%) 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
14 8 (0.44%) Military
14 8 (0.44%) Telecoms
15 7 (0.38%) Automotive
15 7 (0.38%) Legal
16 6 (0.33%) Games
Libraries, Frameworks & Software Standards
1 143 (7.82%) PySpark
2 141 (7.71%) Terraform
3 98 (5.36%) Kafka
4 23 (1.26%) 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%) .NET
9 9 (0.49%) PyTorch
10 8 (0.44%) AWS CDK
10 8 (0.44%) Keycloak
11 6 (0.33%) Node.js
12 5 (0.27%) Pulumi
12 5 (0.27%) RESTful
12 5 (0.27%) scikit-learn
12 5 (0.27%) XML
12 5 (0.27%) YAML
13 4 (0.22%) React
Miscellaneous
1 85 (4.65%) 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
9 14 (0.77%) NHS
10 13 (0.71%) AI Agents
10 13 (0.71%) Legacy Systems
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
1 587 (32.09%) Analytics
2 578 (31.60%) Data Pipeline
3 546 (29.85%) Data Engineering
4 421 (23.02%) ETL
5 386 (21.10%) Data Modelling
6 355 (19.41%) AI
7 295 (16.13%) CI/CD
8 283 (15.47%) Business Intelligence
9 276 (15.09%) Decision-Making
10 212 (11.59%) Agile
11 192 (10.50%) Problem-Solving
12 184 (10.06%) Machine Learning
13 180 (9.84%) Data Governance
14 177 (9.68%) DevOps
15 172 (9.40%) Data Science
16 170 (9.29%) Data Architecture
17 149 (8.15%) Lakehouse
18 140 (7.65%) Mentoring
19 135 (7.38%) Platform Engineering
20 117 (6.40%) Data Transformation
Programming Languages
1 653 (35.70%) SQL
2 617 (33.73%) Python
3 61 (3.34%) Java
4 56 (3.06%) Scala
5 22 (1.20%) PowerShell
6 21 (1.15%) Data Analysis Expressions
7 18 (0.98%) C#
7 18 (0.98%) C++
8 16 (0.87%) Bash
8 16 (0.87%) T-SQL
9 14 (0.77%) JavaScript
10 13 (0.71%) Go
11 8 (0.44%) Groovy
11 8 (0.44%) TypeScript
12 6 (0.33%) Kusto Query Language
13 5 (0.27%) Bicep
14 4 (0.22%) R
15 3 (0.16%) PL/SQL
15 3 (0.16%) VBA
16 2 (0.11%) VBScript
Qualifications
1 218 (11.92%) Security Cleared
2 138 (7.55%) SC Cleared
3 91 (4.98%) DV Cleared
4 84 (4.59%) Degree
5 31 (1.69%) Computer Science Degree
6 29 (1.59%) Azure Certification
7 23 (1.26%) BPSS Clearance
8 14 (0.77%) Master's Degree
9 10 (0.55%) 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 (18.26%) Data Quality
2 38 (2.08%) GDPR
3 20 (1.09%) Accessibility
3 20 (1.09%) QA
4 11 (0.60%) SLA
5 4 (0.22%) Actionable Recommendations
6 2 (0.11%) SOC 2
7 1 (0.055%) California Consumer Privacy Act
System Software
1 67 (3.66%) 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
1 269 (14.71%) Databricks
2 260 (14.22%) Microsoft
3 45 (2.46%) Google
4 19 (1.04%) Salesforce
5 17 (0.93%) Informatica
6 12 (0.66%) Palantir
6 12 (0.66%) SAP
6 12 (0.66%) Talend
7 11 (0.60%) Foundry
7 11 (0.60%) Oracle
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%) Bloomberg
12 1 (0.055%) Zoho