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 28 September 2026.

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

6 months to
28 Sep 2026
Same period 2025 Same period 2024
Rank 99 223 190
Rank change year-on-year +124 -33 -58
Permanent jobs requiring a Data Engineer 1,895 601 983
As % of all permanent jobs in England 1.83% 1.40% 1.45%
As % of the Job Titles category 1.97% 1.54% 1.53%
Number of salaries quoted 1,404 454 788
10th Percentile £45,000 £47,500 £40,000
25th Percentile £52,500 £57,500 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £85,000 £85,000 £87,500
90th Percentile £100,000 £99,625 £107,500
UK median annual salary £70,000 £70,000 £70,000
% change year-on-year - - -0.48%

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 96,200 38,934 64,354
% of permanent jobs with a recognized job title 93.01% 90.45% 95.21%
Number of salaries quoted 67,618 23,126 37,606
10th Percentile £30,000 £28,250 £30,500
25th Percentile £41,000 £36,250 £40,500
Median annual salary (50th Percentile) £59,522 £55,000 £55,000
Median % change year-on-year +8.22% - -8.33%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £58,598 £55,000 £55,000
% change year-on-year +6.54% - -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 28 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 28 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 +49 616 £80,000 - 816
North of England +128 571 £65,000 +4.00% 254
North West +103 267 £67,153 +11.92% 136
South East +116 241 £65,000 - 140
Midlands +54 214 £70,000 +5.66% 115
South West +35 197 £70,000 - 82
Yorkshire +56 162 £66,805 -1.03% 73
West Midlands +54 161 £70,000 +7.69% 78
North East +30 142 £60,000 -11.11% 45
East Midlands -14 53 £65,000 -3.70% 37
East of England +4 50 £55,000 +4.76% 56
Data Engineer
UK

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

For the 6 months to 28 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.

1 693 (36.57%) SQL
2 622 (32.82%) Python
3 619 (32.66%) Analytics
4 586 (30.92%) Data Pipeline
5 581 (30.66%) Data Engineering
6 506 (26.70%) Azure
7 455 (24.01%) ETL
8 406 (21.42%) Data Modelling
9 369 (19.47%) AI
10 368 (19.42%) AWS
11 364 (19.21%) Data Quality
12 310 (16.36%) Business Intelligence
12 310 (16.36%) CI/CD
13 294 (15.51%) Decision-Making
14 269 (14.20%) Microsoft
15 259 (13.67%) Databricks
16 258 (13.61%) Data Warehouse
17 247 (13.03%) Security Cleared
18 224 (11.82%) Agile
19 206 (10.87%) Problem-Solving
20 191 (10.08%) Power Platform
21 189 (9.97%) DevOps
22 185 (9.76%) Power BI
23 181 (9.55%) Data Science
24 176 (9.29%) Azure Data Factory
25 175 (9.23%) SC Cleared
26 174 (9.18%) Data Governance
27 172 (9.08%) Machine Learning
27 172 (9.08%) PySpark
28 166 (8.76%) Mentoring

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
1 128 (6.75%) Apache Spark
2 119 (6.28%) Apache Airflow
3 109 (5.75%) Apache
4 26 (1.37%) SAS
5 8 (0.42%) Oracle Workflow
5 8 (0.42%) Palantir Foundry
6 5 (0.26%) Jupyter
7 4 (0.21%) Luigi
8 2 (0.11%) ArcGIS
8 2 (0.11%) Confluence
8 2 (0.11%) Tornado
9 1 (0.053%) GeoServer
9 1 (0.053%) SharePoint
Applications
1 22 (1.16%) Microsoft Excel
2 3 (0.16%) Spreadsheet
3 2 (0.11%) Microsoft PowerPoint
4 1 (0.053%) Microsoft Office
4 1 (0.053%) MS Visio
Business Applications
1 7 (0.37%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.053%) Academy Revenues and Benefits
3 1 (0.053%) FastStats
3 1 (0.053%) NetSuite
Cloud Services
1 506 (26.70%) Azure
2 368 (19.42%) AWS
3 191 (10.08%) Power Platform
4 176 (9.29%) Azure Data Factory
5 159 (8.39%) GCP
6 109 (5.75%) dbt
7 100 (5.28%) Snowflake
8 86 (4.54%) Azure DevOps
9 81 (4.27%) Azure Synapse Analytics
9 81 (4.27%) Serverless
10 65 (3.43%) SaaS
11 62 (3.27%) AWS Lambda
12 49 (2.59%) Amazon S3
13 39 (2.06%) GitHub
14 38 (2.01%) Azure Databricks
15 28 (1.48%) Amazon EMR
16 27 (1.42%) Amazon EC2
17 24 (1.27%) Azure Logic Apps
18 20 (1.06%) GitHub Actions
18 20 (1.06%) Microsoft Purview
Communications & Networking
1 17 (0.90%) Structured Cabling
2 7 (0.37%) Broadband
2 7 (0.37%) Wi-Fi
3 4 (0.21%) Wireless
4 2 (0.11%) Internet
4 2 (0.11%) Software-Defined Radio
5 1 (0.053%) 4G
5 1 (0.053%) 5G
Database & Business Intelligence
1 258 (13.61%) Data Warehouse
2 185 (9.76%) Power BI
3 124 (6.54%) Data Lake
4 105 (5.54%) SQL Server
5 77 (4.06%) Big Data
6 76 (4.01%) Azure SQL Database
7 70 (3.69%) NoSQL
8 64 (3.38%) BigQuery
9 61 (3.22%) Metadata
10 53 (2.80%) Relational Database
11 52 (2.74%) Amazon Redshift
12 51 (2.69%) PostgreSQL
13 48 (2.53%) Delta Lake
14 45 (2.37%) Spark SQL
15 44 (2.32%) SQL Server Integration Services
16 41 (2.16%) Tableau
17 36 (1.90%) Star Schema
18 28 (1.48%) Amazon Athena
18 28 (1.48%) Hadoop
19 26 (1.37%) Elasticsearch
Development Applications
1 123 (6.49%) Git
2 26 (1.37%) Jenkins
3 16 (0.84%) GitLab
4 4 (0.21%) JIRA
4 4 (0.21%) Octopus Deploy
5 3 (0.16%) Bitbucket
5 3 (0.16%) Visual Studio Code
6 2 (0.11%) Claude Code
6 2 (0.11%) Visual Studio
7 1 (0.053%) ERwin
7 1 (0.053%) VSS/SourceSafe
7 1 (0.053%) Yeoman
General
1 217 (11.45%) Social Skills
2 204 (10.77%) Finance
3 167 (8.81%) Analytical Skills
4 118 (6.23%) Public Sector
5 42 (2.22%) Marketing
6 37 (1.95%) Retail
7 33 (1.74%) Inclusion and Diversity
8 22 (1.16%) Law
9 19 (1.00%) Manufacturing
10 13 (0.69%) Advertising
11 12 (0.63%) Health Technology
12 11 (0.58%) Aerospace
13 10 (0.53%) Presentation Skills
14 9 (0.47%) Banking
14 9 (0.47%) Influencing Skills
15 8 (0.42%) Legal
16 7 (0.37%) Automotive
16 7 (0.37%) Military
16 7 (0.37%) Telecoms
17 6 (0.32%) Documentation Skills
Libraries, Frameworks & Software Standards
1 172 (9.08%) PySpark
2 129 (6.81%) Terraform
3 97 (5.12%) Kafka
4 25 (1.32%) REST
5 17 (0.90%) .NET
5 17 (0.90%) Pandas
6 16 (0.84%) JSON
7 14 (0.74%) Apache NiFi
8 12 (0.63%) Keycloak
9 10 (0.53%) AWS CDK
9 10 (0.53%) TensorFlow
10 9 (0.47%) ARM Templates
10 9 (0.47%) PyTorch
11 8 (0.42%) Oracle Fusion
11 8 (0.42%) YAML
12 6 (0.32%) Node.js
12 6 (0.32%) React
12 6 (0.32%) scikit-learn
13 5 (0.26%) Apache Avro
13 5 (0.26%) NumPy
Miscellaneous
1 90 (4.75%) Cloud Native
2 32 (1.69%) Product Ownership
3 31 (1.64%) Onboarding
4 25 (1.32%) Hybrid Cloud
5 21 (1.11%) Data Structures
5 21 (1.11%) Greenfield Project
6 19 (1.00%) Distributed Computing
7 14 (0.74%) AI Agents
7 14 (0.74%) Driving Licence
7 14 (0.74%) NHS
8 13 (0.69%) Distributed Systems
8 13 (0.69%) Legacy Systems
8 13 (0.69%) Marketing Technology
9 12 (0.63%) Hedge funds
9 12 (0.63%) Virtual Team
10 10 (0.53%) Analytical Mindset
10 10 (0.53%) Reference Data
11 9 (0.47%) Educational Technology
11 9 (0.47%) Sports Betting
12 8 (0.42%) Algorithms
Operating Systems
1 8 (0.42%) Windows
2 7 (0.37%) Linux
Processes & Methodologies
1 619 (32.66%) Analytics
2 586 (30.92%) Data Pipeline
3 581 (30.66%) Data Engineering
4 455 (24.01%) ETL
5 406 (21.42%) Data Modelling
6 369 (19.47%) AI
7 310 (16.36%) Business Intelligence
7 310 (16.36%) CI/CD
8 294 (15.51%) Decision-Making
9 224 (11.82%) Agile
10 206 (10.87%) Problem-Solving
11 189 (9.97%) DevOps
12 181 (9.55%) Data Science
13 174 (9.18%) Data Governance
14 172 (9.08%) Machine Learning
15 166 (8.76%) Mentoring
16 164 (8.65%) Data Architecture
17 149 (7.86%) Data Transformation
18 139 (7.34%) Lakehouse
19 120 (6.33%) Data Integration
Programming Languages
1 693 (36.57%) SQL
2 622 (32.82%) Python
3 70 (3.69%) Java
4 61 (3.22%) Scala
5 30 (1.58%) JavaScript
6 28 (1.48%) C#
7 27 (1.42%) C++
8 24 (1.27%) Data Analysis Expressions
8 24 (1.27%) PowerShell
9 18 (0.95%) T-SQL
10 16 (0.84%) Bash
11 13 (0.69%) Go
12 9 (0.47%) TypeScript
13 7 (0.37%) R
14 6 (0.32%) Groovy
14 6 (0.32%) Kusto Query Language
15 5 (0.26%) Bicep
16 4 (0.21%) PL/SQL
17 3 (0.16%) VBA
18 2 (0.11%) VBScript
Qualifications
1 247 (13.03%) Security Cleared
2 175 (9.23%) SC Cleared
3 85 (4.49%) DV Cleared
4 80 (4.22%) Degree
5 36 (1.90%) Azure Certification
6 25 (1.32%) Computer Science Degree
7 23 (1.21%) BPSS Clearance
8 14 (0.74%) Master's Degree
9 11 (0.58%) Microsoft Certification
10 10 (0.53%) DBS Check
11 7 (0.37%) AWS Certification
12 1 (0.053%) CITP
12 1 (0.053%) CREST Certified
12 1 (0.053%) ICAEW
12 1 (0.053%) PMP
12 1 (0.053%) Postgraduate
12 1 (0.053%) SnowPro
Quality Assurance & Compliance
1 364 (19.21%) Data Quality
2 37 (1.95%) GDPR
3 25 (1.32%) QA
4 24 (1.27%) Accessibility
5 5 (0.26%) SLA
6 4 (0.21%) Actionable Recommendations
7 3 (0.16%) California Consumer Privacy Act
8 2 (0.11%) SOC 2
9 1 (0.053%) Cyber Essentials
9 1 (0.053%) Cyber Essentials PLUS
9 1 (0.053%) IASME
9 1 (0.053%) ISO 9001
9 1 (0.053%) ISO/IEC 27001
System Software
1 67 (3.54%) Docker
Systems Management
1 44 (2.32%) Kubernetes
2 8 (0.42%) Grafana
3 7 (0.37%) Ansible
4 5 (0.26%) Packer
5 3 (0.16%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.053%) CASB
Vendors
1 269 (14.20%) Microsoft
2 259 (13.67%) Databricks
3 46 (2.43%) Google
4 20 (1.06%) Salesforce
5 17 (0.90%) Informatica
6 16 (0.84%) Oracle
6 16 (0.84%) SAP
7 12 (0.63%) Talend
8 9 (0.47%) Foundry
8 9 (0.47%) Palantir
9 6 (0.32%) OpenAI
10 5 (0.26%) Workday
11 3 (0.16%) Alteryx
11 3 (0.16%) Cloudera
12 2 (0.11%) SnapLogic
12 2 (0.11%) Splunk
13 1 (0.053%) FactSet
13 1 (0.053%) Mapbox
13 1 (0.053%) ServiceNow
13 1 (0.053%) Zoho