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 12 July 2026.

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

6 months to
12 Jul 2026
Same period 2025 Same period 2024
Rank 91 219 169
Rank change year-on-year +128 -50 -24
Permanent jobs requiring a Data Engineer 1,679 653 1,474
As % of all permanent jobs in England 1.92% 1.50% 1.66%
As % of the Job Titles category 2.03% 1.66% 1.76%
Number of salaries quoted 1,294 507 1,116
10th Percentile £45,000 £50,000 £35,105
25th Percentile £53,750 £57,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £67,500
Median % change year-on-year - +3.70% -6.90%
75th Percentile £85,000 £93,750 £85,000
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% -3.57%

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 82,535 39,220 83,741
% of permanent jobs with a recognized job title 94.27% 90.37% 94.59%
Number of salaries quoted 58,071 23,613 61,241
10th Percentile £30,000 £28,750 £28,750
25th Percentile £40,000 £38,500 £38,750
Median annual salary (50th Percentile) £57,500 £55,000 £53,123
Median % change year-on-year +4.55% +3.53% -11.46%
75th Percentile £75,250 £75,000 £71,250
90th Percentile £97,500 £97,500 £90,000
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -12.50%

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 12 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 12 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 +27 570 £85,000 - 191
North of England +139 419 £70,000 +16.67% 95
South East +139 269 £60,000 -14.29% 90
North West +107 209 £70,000 +13.02% 55
Midlands +67 180 £65,903 +1.39% 61
South West +44 154 £60,000 -4.00% 66
Yorkshire +40 137 £75,000 +25.00% 18
West Midlands +71 131 £70,000 +16.67% 45
North East +6 73 £62,500 +6.38% 23
East of England +23 66 £60,000 -7.87% 15
East Midlands -4 49 £56,250 -13.46% 16
Data Engineer
UK

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

For the 6 months to 12 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.

1 612 (36.45%) SQL
2 608 (36.21%) Python
3 562 (33.47%) Data Pipeline
4 540 (32.16%) Analytics
5 486 (28.95%) Data Engineering
6 466 (27.75%) Azure
7 401 (23.88%) ETL
8 369 (21.98%) Data Modelling
9 351 (20.91%) AWS
10 288 (17.15%) Data Quality
11 285 (16.97%) AI
12 280 (16.68%) CI/CD
13 259 (15.43%) Databricks
14 250 (14.89%) Business Intelligence
15 231 (13.76%) Microsoft
16 221 (13.16%) Data Warehouse
17 220 (13.10%) Decision-Making
18 210 (12.51%) Security Cleared
19 198 (11.79%) Agile
20 182 (10.84%) Data Governance
21 179 (10.66%) Problem-Solving
22 174 (10.36%) Power Platform
23 167 (9.95%) Power BI
24 166 (9.89%) Machine Learning
25 162 (9.65%) Azure Data Factory
26 156 (9.29%) GCP
27 154 (9.17%) DevOps
28 152 (9.05%) Terraform
29 148 (8.81%) Apache Airflow
30 143 (8.52%) 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
1 148 (8.81%) Apache Airflow
2 98 (5.84%) Apache Spark
3 91 (5.42%) Apache
4 32 (1.91%) SAS
5 10 (0.60%) Palantir Foundry
6 5 (0.30%) Jupyter
7 4 (0.24%) Confluence
8 2 (0.12%) Apache Qpid
8 2 (0.12%) Luigi
8 2 (0.12%) Oracle Application Server
8 2 (0.12%) SharePoint
9 1 (0.060%) ArcGIS
9 1 (0.060%) GeoServer
Applications
1 12 (0.71%) Microsoft Excel
2 5 (0.30%) Microsoft Office
3 1 (0.060%) Chatbot
3 1 (0.060%) Microsoft PowerPoint
3 1 (0.060%) Spreadsheet
Business Applications
1 3 (0.18%) Dynamics CRM
2 2 (0.12%) SAP Business One
3 1 (0.060%) FastStats
3 1 (0.060%) NetSuite
3 1 (0.060%) Primavera
Cloud Services
1 466 (27.75%) Azure
2 351 (20.91%) AWS
3 174 (10.36%) Power Platform
4 162 (9.65%) Azure Data Factory
5 156 (9.29%) GCP
6 116 (6.91%) dbt
7 113 (6.73%) Snowflake
8 77 (4.59%) Azure Synapse Analytics
9 62 (3.69%) Azure DevOps
10 55 (3.28%) Amazon S3
10 55 (3.28%) Serverless
11 54 (3.22%) SaaS
12 41 (2.44%) AWS Lambda
13 31 (1.85%) GitHub
14 23 (1.37%) Fivetran
15 21 (1.25%) Amazon Kinesis
16 20 (1.19%) Dagster
16 20 (1.19%) Microsoft Purview
17 19 (1.13%) Azure Logic Apps
17 19 (1.13%) GitHub Actions
Communications & Networking
1 30 (1.79%) Broadband
2 16 (0.95%) Structured Cabling
3 7 (0.42%) Wi-Fi
4 5 (0.30%) DSLAM
5 4 (0.24%) Software-Defined Radio
5 4 (0.24%) Wireless
6 2 (0.12%) 4G
6 2 (0.12%) 5G
6 2 (0.12%) Internet
7 1 (0.060%) Kerberos
Database & Business Intelligence
1 221 (13.16%) Data Warehouse
2 167 (9.95%) Power BI
3 103 (6.13%) Data Lake
4 100 (5.96%) SQL Server
5 67 (3.99%) Big Data
6 66 (3.93%) BigQuery
7 62 (3.69%) Relational Database
8 59 (3.51%) Amazon Redshift
9 55 (3.28%) Azure SQL Database
9 55 (3.28%) NoSQL
10 46 (2.74%) Metadata
11 43 (2.56%) SQL Server Integration Services
12 42 (2.50%) PostgreSQL
13 37 (2.20%) Spark SQL
14 30 (1.79%) Delta Lake
14 30 (1.79%) Star Schema
14 30 (1.79%) Tableau
15 28 (1.67%) Amazon Athena
16 27 (1.61%) SQL Server Reporting Services
17 23 (1.37%) MongoDB
Development Applications
1 87 (5.18%) Git
2 16 (0.95%) Jenkins
3 8 (0.48%) GitLab
3 8 (0.48%) JIRA
4 5 (0.30%) Visual Studio
5 2 (0.12%) MLflow
6 1 (0.060%) DBeaver
6 1 (0.060%) Deequ
6 1 (0.060%) ERwin
6 1 (0.060%) Oracle APEX
6 1 (0.060%) Robot Framework
6 1 (0.060%) Selenium
6 1 (0.060%) TeamCity
6 1 (0.060%) VSS/SourceSafe
6 1 (0.060%) Yeoman
General
1 184 (10.96%) Finance
2 171 (10.18%) Social Skills
3 133 (7.92%) Analytical Skills
4 110 (6.55%) Public Sector
5 38 (2.26%) Law
6 30 (1.79%) Marketing
7 28 (1.67%) Retail
8 26 (1.55%) Manufacturing
9 25 (1.49%) Inclusion and Diversity
10 22 (1.31%) Telecoms
11 16 (0.95%) Banking
12 13 (0.77%) Advertising
13 12 (0.71%) Health Technology
14 9 (0.54%) Automotive
15 8 (0.48%) Military
16 7 (0.42%) Documentation Skills
17 6 (0.36%) Games
17 6 (0.36%) Influencing Skills
17 6 (0.36%) Presentation Skills
18 5 (0.30%) Organisational Skills
Libraries, Frameworks & Software Standards
1 134 (7.98%) PySpark
2 103 (6.13%) Kafka
3 20 (1.19%) REST
4 17 (1.01%) Pandas
5 14 (0.83%) Apache NiFi
6 13 (0.77%) JSON
7 12 (0.71%) ARM Templates
8 10 (0.60%) gRPC
9 6 (0.36%) Node.js
10 5 (0.30%) EDI
10 5 (0.30%) Great Expectations
10 5 (0.30%) NumPy
10 5 (0.30%) XML
10 5 (0.30%) YAML
11 4 (0.24%) Apache Beam
11 4 (0.24%) FastAPI
11 4 (0.24%) React
11 4 (0.24%) RESTful
11 4 (0.24%) TensorFlow
12 3 (0.18%) RabbitMQ
Miscellaneous
1 72 (4.29%) Cloud Native
2 27 (1.61%) Product Ownership
3 23 (1.37%) Data Structures
4 19 (1.13%) Driving Licence
5 18 (1.07%) Onboarding
6 17 (1.01%) Distributed Computing
7 16 (0.95%) Distributed Systems
8 15 (0.89%) Greenfield Project
9 12 (0.71%) Hedge funds
9 12 (0.71%) Video\Live Streaming
10 11 (0.66%) Fibre Optics
10 11 (0.66%) Legacy Systems
10 11 (0.66%) NHS
10 11 (0.66%) Over-the-Top Content
11 10 (0.60%) Marketing Technology
11 10 (0.60%) Sports Betting
12 7 (0.42%) Algorithms
12 7 (0.42%) Distributed Architecture
12 7 (0.42%) Operational Technology
12 7 (0.42%) Replication
Operating Systems
1 17 (1.01%) Linux
2 5 (0.30%) Windows
3 1 (0.060%) Unix
3 1 (0.060%) Windows Server
Processes & Methodologies
1 562 (33.47%) Data Pipeline
2 540 (32.16%) Analytics
3 486 (28.95%) Data Engineering
4 401 (23.88%) ETL
5 369 (21.98%) Data Modelling
6 285 (16.97%) AI
7 280 (16.68%) CI/CD
8 250 (14.89%) Business Intelligence
9 220 (13.10%) Decision-Making
10 198 (11.79%) Agile
11 182 (10.84%) Data Governance
12 179 (10.66%) Problem-Solving
13 166 (9.89%) Machine Learning
14 154 (9.17%) DevOps
15 143 (8.52%) Data Science
16 142 (8.46%) Data Architecture
17 140 (8.34%) Platform Engineering
18 126 (7.50%) Mentoring
19 103 (6.13%) Infrastructure as Code
20 101 (6.02%) Data Transformation
Programming Languages
1 612 (36.45%) SQL
2 608 (36.21%) Python
3 58 (3.45%) Scala
4 55 (3.28%) Java
5 21 (1.25%) PowerShell
6 19 (1.13%) Bash
7 16 (0.95%) T-SQL
8 14 (0.83%) Data Analysis Expressions
8 14 (0.83%) Go
9 13 (0.77%) C++
10 10 (0.60%) C#
10 10 (0.60%) TypeScript
11 9 (0.54%) Groovy
12 7 (0.42%) R
13 6 (0.36%) Bicep
14 5 (0.30%) JavaScript
14 5 (0.30%) Kusto Query Language
15 4 (0.24%) PL/SQL
16 3 (0.18%) VBA
17 2 (0.12%) VBScript
Qualifications
1 210 (12.51%) Security Cleared
2 142 (8.46%) SC Cleared
3 75 (4.47%) DV Cleared
4 71 (4.23%) Degree
5 37 (2.20%) Computer Science Degree
6 19 (1.13%) Azure Certification
7 14 (0.83%) Master's Degree
8 10 (0.60%) BPSS Clearance
9 9 (0.54%) DBS Check
10 6 (0.36%) AWS Certification
11 5 (0.30%) Microsoft Certification
12 3 (0.18%) CITP
13 2 (0.12%) AWS Certified Solutions Architect
14 1 (0.060%) AWS Certified DevOps Engineer
14 1 (0.060%) CISM
14 1 (0.060%) CISSP
14 1 (0.060%) City & Guilds
14 1 (0.060%) SnowPro
Quality Assurance & Compliance
1 288 (17.15%) Data Quality
2 42 (2.50%) GDPR
3 18 (1.07%) QA
3 18 (1.07%) SLA
4 8 (0.48%) Accessibility
5 2 (0.12%) ISO/IEC 27001
5 2 (0.12%) SOC 2
6 1 (0.060%) HIPAA
6 1 (0.060%) PCI DSS
System Software
1 66 (3.93%) Docker
2 1 (0.060%) Active Directory
Systems Management
1 152 (9.05%) Terraform
2 37 (2.20%) Kubernetes
3 10 (0.60%) Grafana
4 5 (0.30%) Ansible
5 4 (0.24%) Packer
6 3 (0.18%) Kibana
6 3 (0.18%) Prometheus
7 2 (0.12%) CASB
8 1 (0.060%) Kubeflow
Vendors
1 259 (15.43%) Databricks
2 231 (13.76%) Microsoft
3 38 (2.26%) Google
4 23 (1.37%) Oracle
5 21 (1.25%) Informatica
6 19 (1.13%) Salesforce
7 15 (0.89%) Palantir
8 13 (0.77%) Foundry
9 12 (0.71%) Talend
10 10 (0.60%) Typelevel
11 9 (0.54%) SAP
12 5 (0.30%) BT
12 5 (0.30%) Cloudera
13 4 (0.24%) OpenAI
14 3 (0.18%) Confluent
14 3 (0.18%) Planon
15 2 (0.12%) iManage
15 2 (0.12%) Intapp
15 2 (0.12%) Splunk
16 1 (0.060%) Mapbox