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 15 July 2026.

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

6 months to
15 Jul 2026
Same period 2025 Same period 2024
Rank 93 226 167
Rank change year-on-year +133 -59 -24
Permanent jobs requiring a Data Engineer 1,669 647 1,478
As % of all permanent jobs in England 1.91% 1.49% 1.67%
As % of the Job Titles category 2.02% 1.65% 1.77%
Number of salaries quoted 1,286 502 1,120
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 82,582 39,134 83,713
% of permanent jobs with a recognized job title 94.27% 90.30% 94.59%
Number of salaries quoted 58,054 23,578 61,195
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 £53,000
Median % change year-on-year +4.55% +3.77% -11.67%
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 15 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 15 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 +29 570 £85,000 - 122
North of England +131 415 £70,000 +16.67% 95
South East +140 269 £60,000 -7.69% 97
North West +108 209 £70,000 +13.02% 49
Midlands +70 176 £67,500 +3.85% 58
South West +38 153 £60,000 -4.00% 35
Yorkshire +32 133 £75,000 +25.00% 26
West Midlands +58 127 £70,000 +16.67% 39
North East +4 73 £62,500 +6.38% 20
East of England +18 65 £60,000 -7.87% 29
East Midlands +1 49 £56,250 -13.46% 19
Data Engineer
UK

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

For the 6 months to 15 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.

1 604 (36.19%) SQL
2 596 (35.71%) Python
3 551 (33.01%) Data Pipeline
4 534 (32.00%) Analytics
5 477 (28.58%) Data Engineering
6 456 (27.32%) Azure
7 386 (23.13%) ETL
8 365 (21.87%) Data Modelling
9 346 (20.73%) AWS
10 286 (17.14%) AI
11 281 (16.84%) Data Quality
12 274 (16.42%) CI/CD
13 254 (15.22%) Databricks
14 246 (14.74%) Business Intelligence
15 232 (13.90%) Microsoft
16 217 (13.00%) Data Warehouse
17 214 (12.82%) Decision-Making
18 207 (12.40%) Security Cleared
19 194 (11.62%) Agile
20 179 (10.72%) Data Governance
21 176 (10.55%) Problem-Solving
22 172 (10.31%) Power Platform
23 166 (9.95%) Machine Learning
24 165 (9.89%) Power BI
25 159 (9.53%) Azure Data Factory
26 153 (9.17%) GCP
27 150 (8.99%) Terraform
28 149 (8.93%) DevOps
29 148 (8.87%) Apache Airflow
30 142 (8.51%) SC Cleared

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 (8.87%) Apache Airflow
2 97 (5.81%) Apache Spark
3 88 (5.27%) Apache
4 32 (1.92%) SAS
5 10 (0.60%) Palantir Foundry
6 5 (0.30%) Jupyter
7 2 (0.12%) Apache Qpid
7 2 (0.12%) Confluence
7 2 (0.12%) Luigi
7 2 (0.12%) SharePoint
8 1 (0.060%) ArcGIS
8 1 (0.060%) GeoServer
8 1 (0.060%) Oracle Application Server
Applications
1 12 (0.72%) Microsoft Excel
2 5 (0.30%) Microsoft Office
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
1 456 (27.32%) Azure
2 346 (20.73%) AWS
3 172 (10.31%) Power Platform
4 159 (9.53%) Azure Data Factory
5 153 (9.17%) GCP
6 112 (6.71%) dbt
7 109 (6.53%) Snowflake
8 75 (4.49%) Azure Synapse Analytics
9 60 (3.59%) Azure DevOps
10 57 (3.42%) SaaS
11 55 (3.30%) Serverless
12 53 (3.18%) Amazon S3
13 40 (2.40%) AWS Lambda
14 30 (1.80%) GitHub
15 23 (1.38%) Fivetran
16 21 (1.26%) Amazon Kinesis
17 20 (1.20%) Azure Logic Apps
17 20 (1.20%) Dagster
17 20 (1.20%) Microsoft Purview
18 19 (1.14%) GitHub Actions
Communications & Networking
1 30 (1.80%) Broadband
2 16 (0.96%) 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
1 217 (13.00%) Data Warehouse
2 165 (9.89%) Power BI
3 101 (6.05%) Data Lake
4 99 (5.93%) SQL Server
5 68 (4.07%) Big Data
6 63 (3.77%) BigQuery
7 61 (3.65%) Relational Database
8 57 (3.42%) Amazon Redshift
9 54 (3.24%) NoSQL
10 53 (3.18%) Azure SQL Database
11 46 (2.76%) Metadata
12 40 (2.40%) PostgreSQL
13 39 (2.34%) SQL Server Integration Services
14 37 (2.22%) Spark SQL
15 30 (1.80%) Star Schema
15 30 (1.80%) Tableau
16 29 (1.74%) Amazon Athena
16 29 (1.74%) Delta Lake
17 25 (1.50%) SQL Server Reporting Services
18 21 (1.26%) Semantic Layer
Development Applications
1 87 (5.21%) Git
2 17 (1.02%) Jenkins
3 8 (0.48%) GitLab
4 6 (0.36%) JIRA
5 5 (0.30%) Visual Studio
6 1 (0.060%) Deequ
6 1 (0.060%) ERwin
6 1 (0.060%) MLflow
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
1 175 (10.49%) Finance
2 168 (10.07%) Social Skills
3 133 (7.97%) Analytical Skills
4 109 (6.53%) Public Sector
5 37 (2.22%) Law
6 30 (1.80%) Marketing
7 27 (1.62%) Retail
8 26 (1.56%) Manufacturing
9 23 (1.38%) Inclusion and Diversity
10 22 (1.32%) Telecoms
11 14 (0.84%) Banking
12 13 (0.78%) Advertising
13 12 (0.72%) Health Technology
14 8 (0.48%) Military
15 7 (0.42%) Automotive
16 6 (0.36%) Games
16 6 (0.36%) Influencing Skills
16 6 (0.36%) Presentation Skills
17 5 (0.30%) Documentation Skills
18 4 (0.24%) Organisational Skills
Libraries, Frameworks & Software Standards
1 127 (7.61%) PySpark
2 100 (5.99%) Kafka
3 20 (1.20%) REST
4 17 (1.02%) Pandas
5 13 (0.78%) JSON
6 12 (0.72%) ARM Templates
7 11 (0.66%) Apache NiFi
8 10 (0.60%) gRPC
9 6 (0.36%) Node.js
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%) EDI
11 4 (0.24%) FastAPI
11 4 (0.24%) React
11 4 (0.24%) RESTful
12 3 (0.18%) Keycloak
12 3 (0.18%) TensorFlow
Miscellaneous
1 71 (4.25%) Cloud Native
2 27 (1.62%) Product Ownership
3 24 (1.44%) Data Structures
4 19 (1.14%) Driving Licence
4 19 (1.14%) Onboarding
5 16 (0.96%) Distributed Systems
5 16 (0.96%) Greenfield Project
6 15 (0.90%) Distributed Computing
7 12 (0.72%) Hedge funds
7 12 (0.72%) Video\Live Streaming
8 11 (0.66%) Fibre Optics
8 11 (0.66%) Over-the-Top Content
9 10 (0.60%) Legacy Systems
9 10 (0.60%) Marketing Technology
9 10 (0.60%) NHS
9 10 (0.60%) Sports Betting
10 7 (0.42%) Algorithms
10 7 (0.42%) Analytical Mindset
10 7 (0.42%) Distributed Architecture
10 7 (0.42%) Replication
Operating Systems
1 17 (1.02%) Linux
2 6 (0.36%) Windows
3 1 (0.060%) Unix
3 1 (0.060%) Windows Server
Processes & Methodologies
1 551 (33.01%) Data Pipeline
2 534 (32.00%) Analytics
3 477 (28.58%) Data Engineering
4 386 (23.13%) ETL
5 365 (21.87%) Data Modelling
6 286 (17.14%) AI
7 274 (16.42%) CI/CD
8 246 (14.74%) Business Intelligence
9 214 (12.82%) Decision-Making
10 194 (11.62%) Agile
11 179 (10.72%) Data Governance
12 176 (10.55%) Problem-Solving
13 166 (9.95%) Machine Learning
14 149 (8.93%) DevOps
15 141 (8.45%) Data Science
16 140 (8.39%) Data Architecture
17 136 (8.15%) Platform Engineering
18 126 (7.55%) Mentoring
19 103 (6.17%) Infrastructure as Code
20 100 (5.99%) Data Integration
Programming Languages
1 604 (36.19%) SQL
2 596 (35.71%) Python
3 57 (3.42%) Scala
4 50 (3.00%) Java
5 20 (1.20%) PowerShell
6 19 (1.14%) Bash
7 15 (0.90%) T-SQL
8 14 (0.84%) Data Analysis Expressions
8 14 (0.84%) Go
9 13 (0.78%) C++
10 10 (0.60%) C#
10 10 (0.60%) TypeScript
11 7 (0.42%) R
12 6 (0.36%) Bicep
12 6 (0.36%) Groovy
13 5 (0.30%) JavaScript
13 5 (0.30%) Kusto Query Language
14 3 (0.18%) PL/SQL
14 3 (0.18%) VBA
15 2 (0.12%) VBScript
Qualifications
1 207 (12.40%) Security Cleared
2 142 (8.51%) SC Cleared
3 76 (4.55%) DV Cleared
4 73 (4.37%) Degree
5 37 (2.22%) Computer Science Degree
6 18 (1.08%) Azure Certification
7 13 (0.78%) Master's Degree
8 10 (0.60%) BPSS Clearance
8 10 (0.60%) DBS Check
9 6 (0.36%) AWS Certification
10 5 (0.30%) Microsoft Certification
11 2 (0.12%) AWS Certified Solutions Architect
11 2 (0.12%) CITP
12 1 (0.060%) AWS Certified DevOps Engineer
12 1 (0.060%) CISM
12 1 (0.060%) CISSP
12 1 (0.060%) City & Guilds
12 1 (0.060%) SnowPro
Quality Assurance & Compliance
1 281 (16.84%) Data Quality
2 42 (2.52%) GDPR
3 20 (1.20%) QA
4 18 (1.08%) SLA
5 7 (0.42%) Accessibility
6 2 (0.12%) ISO/IEC 27001
6 2 (0.12%) SOC 2
7 1 (0.060%) HIPAA
7 1 (0.060%) PCI DSS
System Software
1 65 (3.89%) Docker
2 1 (0.060%) Active Directory
Systems Management
1 150 (8.99%) Terraform
2 35 (2.10%) Kubernetes
3 10 (0.60%) Grafana
4 6 (0.36%) Ansible
5 5 (0.30%) Packer
6 3 (0.18%) Kibana
6 3 (0.18%) Prometheus
7 2 (0.12%) CASB
8 1 (0.060%) Kubeflow
Vendors
1 254 (15.22%) Databricks
2 232 (13.90%) Microsoft
3 38 (2.28%) Google
4 22 (1.32%) Oracle
5 21 (1.26%) Informatica
6 18 (1.08%) Salesforce
7 15 (0.90%) Palantir
8 13 (0.78%) Foundry
9 12 (0.72%) Talend
10 10 (0.60%) Typelevel
11 9 (0.54%) SAP
12 5 (0.30%) BT
12 5 (0.30%) Cloudera
12 5 (0.30%) OpenAI
13 3 (0.18%) Confluent
14 2 (0.12%) iManage
14 2 (0.12%) Intapp
14 2 (0.12%) Planon
14 2 (0.12%) Splunk
15 1 (0.060%) Zoho