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 2 October 2026.

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

6 months to
2 Oct 2026
Same period 2025 Same period 2024
Rank 96 221 190
Rank change year-on-year +125 -31 -58
Permanent jobs requiring a Data Engineer 1,914 613 971
As % of all permanent jobs in England 1.84% 1.42% 1.45%
As % of the Job Titles category 1.98% 1.57% 1.52%
Number of salaries quoted 1,411 462 782
10th Percentile £45,000 £47,050 £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 £97,500 £107,500
UK median annual salary £70,000 £70,000 £70,000
% change year-on-year - - -0.14%

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 96,584 39,137 63,749
% of permanent jobs with a recognized job title 92.91% 90.50% 95.21%
Number of salaries quoted 67,856 23,062 37,088
10th Percentile £30,000 £28,250 £30,750
25th Percentile £41,000 £36,250 £41,000
Median annual salary (50th Percentile) £59,500 £55,000 £55,000
Median % change year-on-year +8.18% - -8.33%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £58,600 £55,000 £55,000
% change year-on-year +6.55% - -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 2 October 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 2 October 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 +42 623 £80,000 - 927
North of England +131 577 £65,000 +6.12% 298
North West +102 271 £66,805 +11.34% 160
South East +125 242 £65,000 +1.96% 213
Midlands +53 221 £70,000 +5.66% 127
South West +42 198 £70,000 - 96
West Midlands +54 166 £70,000 +7.69% 85
Yorkshire +58 163 £66,805 -1.03% 82
North East +31 143 £60,000 -11.11% 58
East Midlands -17 55 £65,000 -3.70% 41
East of England -9 49 £55,000 +4.76% 61
Data Engineer
UK

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

For the 6 months to 2 October 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.

1 696 (36.36%) SQL
2 627 (32.76%) Analytics
3 621 (32.45%) Python
4 594 (31.03%) Data Pipeline
5 580 (30.30%) Data Engineering
6 510 (26.65%) Azure
7 460 (24.03%) ETL
8 410 (21.42%) Data Modelling
9 377 (19.70%) AI
10 371 (19.38%) AWS
11 369 (19.28%) Data Quality
12 314 (16.41%) Business Intelligence
13 309 (16.14%) CI/CD
14 303 (15.83%) Decision-Making
15 275 (14.37%) Microsoft
16 259 (13.53%) Data Warehouse
17 257 (13.43%) Databricks
18 255 (13.32%) Security Cleared
19 221 (11.55%) Agile
20 209 (10.92%) Problem-Solving
21 192 (10.03%) Power Platform
22 190 (9.93%) DevOps
23 188 (9.82%) Data Science
24 186 (9.72%) Power BI
25 179 (9.35%) Azure Data Factory
25 179 (9.35%) SC Cleared
26 174 (9.09%) Data Governance
26 174 (9.09%) Machine Learning
27 170 (8.88%) PySpark
28 164 (8.57%) 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
1 129 (6.74%) Apache Spark
2 120 (6.27%) Apache Airflow
3 111 (5.80%) Apache
4 26 (1.36%) SAS
5 10 (0.52%) Palantir Foundry
6 8 (0.42%) Oracle Workflow
7 5 (0.26%) Jupyter
8 4 (0.21%) Luigi
9 2 (0.10%) ArcGIS
9 2 (0.10%) Confluence
9 2 (0.10%) Tornado
10 1 (0.052%) GeoServer
10 1 (0.052%) SharePoint
Applications
1 24 (1.25%) Microsoft Excel
2 4 (0.21%) Spreadsheet
3 2 (0.10%) Microsoft PowerPoint
4 1 (0.052%) Microsoft Office
4 1 (0.052%) MS Visio
Business Applications
1 8 (0.42%) Dynamics CRM
2 2 (0.10%) SAP Business One
3 1 (0.052%) Academy Revenues and Benefits
3 1 (0.052%) FastStats
3 1 (0.052%) NetSuite
Cloud Services
1 510 (26.65%) Azure
2 371 (19.38%) AWS
3 192 (10.03%) Power Platform
4 179 (9.35%) Azure Data Factory
5 160 (8.36%) GCP
6 109 (5.69%) dbt
7 98 (5.12%) Snowflake
8 88 (4.60%) Azure DevOps
9 82 (4.28%) Azure Synapse Analytics
10 81 (4.23%) Serverless
11 63 (3.29%) SaaS
12 62 (3.24%) AWS Lambda
13 50 (2.61%) Amazon S3
14 39 (2.04%) GitHub
15 38 (1.99%) Azure Databricks
16 28 (1.46%) Amazon EMR
17 27 (1.41%) Amazon EC2
18 24 (1.25%) Azure Logic Apps
19 19 (0.99%) Fivetran
19 19 (0.99%) GitHub Actions
Communications & Networking
1 16 (0.84%) Structured Cabling
2 7 (0.37%) Wi-Fi
3 6 (0.31%) Broadband
4 4 (0.21%) Wireless
5 2 (0.10%) Software-Defined Radio
6 1 (0.052%) 4G
6 1 (0.052%) 5G
6 1 (0.052%) Internet
Database & Business Intelligence
1 259 (13.53%) Data Warehouse
2 186 (9.72%) Power BI
3 122 (6.37%) Data Lake
4 106 (5.54%) SQL Server
5 78 (4.08%) Azure SQL Database
6 76 (3.97%) Big Data
7 71 (3.71%) NoSQL
8 63 (3.29%) BigQuery
8 63 (3.29%) Metadata
9 53 (2.77%) PostgreSQL
9 53 (2.77%) Relational Database
10 52 (2.72%) Amazon Redshift
11 47 (2.46%) Delta Lake
12 45 (2.35%) Spark SQL
13 43 (2.25%) SQL Server Integration Services
14 41 (2.14%) Tableau
15 35 (1.83%) Star Schema
16 28 (1.46%) Amazon Athena
16 28 (1.46%) Elasticsearch
16 28 (1.46%) Hadoop
Development Applications
1 127 (6.64%) Git
2 26 (1.36%) 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 (0.10%) Claude Code
6 2 (0.10%) Visual Studio
7 1 (0.052%) ERwin
7 1 (0.052%) SQL Server Management Studio (SSMS)
7 1 (0.052%) VSS/SourceSafe
7 1 (0.052%) Yeoman
General
1 220 (11.49%) Social Skills
2 206 (10.76%) Finance
3 171 (8.93%) Analytical Skills
4 119 (6.22%) Public Sector
5 42 (2.19%) Marketing
6 41 (2.14%) Retail
7 35 (1.83%) Inclusion and Diversity
8 23 (1.20%) Law
9 19 (0.99%) Manufacturing
10 12 (0.63%) Health Technology
11 11 (0.57%) Advertising
11 11 (0.57%) Aerospace
12 10 (0.52%) Presentation Skills
13 9 (0.47%) Banking
13 9 (0.47%) Influencing Skills
14 8 (0.42%) Legal
15 7 (0.37%) Automotive
15 7 (0.37%) Telecoms
16 6 (0.31%) Games
16 6 (0.31%) Military
Libraries, Frameworks & Software Standards
1 170 (8.88%) PySpark
2 127 (6.64%) Terraform
3 97 (5.07%) Kafka
4 25 (1.31%) REST
5 17 (0.89%) .NET
5 17 (0.89%) JSON
5 17 (0.89%) Pandas
6 14 (0.73%) Apache NiFi
7 13 (0.68%) Keycloak
8 10 (0.52%) AWS CDK
8 10 (0.52%) TensorFlow
9 9 (0.47%) PyTorch
10 8 (0.42%) ARM Templates
10 8 (0.42%) Oracle Fusion
10 8 (0.42%) YAML
11 6 (0.31%) Node.js
11 6 (0.31%) React
11 6 (0.31%) scikit-learn
12 5 (0.26%) Apache Avro
12 5 (0.26%) NumPy
Miscellaneous
1 90 (4.70%) Cloud Native
2 32 (1.67%) Onboarding
3 29 (1.52%) Product Ownership
4 26 (1.36%) Hybrid Cloud
5 22 (1.15%) Data Structures
6 21 (1.10%) Greenfield Project
7 19 (0.99%) Distributed Computing
8 15 (0.78%) AI Agents
9 13 (0.68%) Driving Licence
9 13 (0.68%) Legacy Systems
9 13 (0.68%) Marketing Technology
10 12 (0.63%) Distributed Systems
10 12 (0.63%) Hedge funds
10 12 (0.63%) NHS
10 12 (0.63%) Virtual Team
11 10 (0.52%) Analytical Mindset
11 10 (0.52%) Reference Data
12 9 (0.47%) Algorithms
12 9 (0.47%) Educational Technology
12 9 (0.47%) Sports Betting
Operating Systems
1 8 (0.42%) Windows
2 7 (0.37%) Linux
Processes & Methodologies
1 627 (32.76%) Analytics
2 594 (31.03%) Data Pipeline
3 580 (30.30%) Data Engineering
4 460 (24.03%) ETL
5 410 (21.42%) Data Modelling
6 377 (19.70%) AI
7 314 (16.41%) Business Intelligence
8 309 (16.14%) CI/CD
9 303 (15.83%) Decision-Making
10 221 (11.55%) Agile
11 209 (10.92%) Problem-Solving
12 190 (9.93%) DevOps
13 188 (9.82%) Data Science
14 174 (9.09%) Data Governance
14 174 (9.09%) Machine Learning
15 164 (8.57%) Mentoring
16 162 (8.46%) Data Architecture
17 150 (7.84%) Data Transformation
18 137 (7.16%) Lakehouse
19 126 (6.58%) Data Integration
Programming Languages
1 696 (36.36%) SQL
2 621 (32.45%) Python
3 71 (3.71%) Java
4 61 (3.19%) Scala
5 30 (1.57%) JavaScript
6 28 (1.46%) C#
7 27 (1.41%) C++
8 24 (1.25%) Data Analysis Expressions
8 24 (1.25%) PowerShell
9 17 (0.89%) T-SQL
10 16 (0.84%) Bash
11 13 (0.68%) Go
12 9 (0.47%) TypeScript
13 8 (0.42%) R
14 6 (0.31%) Groovy
14 6 (0.31%) Kusto Query Language
15 5 (0.26%) Bicep
16 4 (0.21%) PL/SQL
17 3 (0.16%) VBA
18 2 (0.10%) VBScript
Qualifications
1 255 (13.32%) Security Cleared
2 179 (9.35%) SC Cleared
3 91 (4.75%) DV Cleared
4 81 (4.23%) Degree
5 39 (2.04%) Azure Certification
6 26 (1.36%) Computer Science Degree
7 23 (1.20%) BPSS Clearance
8 15 (0.78%) Master's Degree
9 12 (0.63%) Microsoft Certification
10 10 (0.52%) DBS Check
11 7 (0.37%) AWS Certification
12 2 (0.10%) PhD
13 1 (0.052%) CITP
13 1 (0.052%) CREST Certified
13 1 (0.052%) ICAEW
13 1 (0.052%) PMP
13 1 (0.052%) Postgraduate
13 1 (0.052%) SnowPro
Quality Assurance & Compliance
1 369 (19.28%) Data Quality
2 36 (1.88%) GDPR
3 26 (1.36%) QA
4 25 (1.31%) Accessibility
5 4 (0.21%) Actionable Recommendations
6 3 (0.16%) California Consumer Privacy Act
6 3 (0.16%) SLA
7 2 (0.10%) SOC 2
8 1 (0.052%) Cyber Essentials
8 1 (0.052%) Cyber Essentials PLUS
8 1 (0.052%) IASME
8 1 (0.052%) ISO 9001
8 1 (0.052%) ISO/IEC 27001
System Software
1 68 (3.55%) Docker
Systems Management
1 43 (2.25%) Kubernetes
2 8 (0.42%) Grafana
3 7 (0.37%) Ansible
4 5 (0.26%) Packer
5 4 (0.21%) Kibana
6 2 (0.10%) Argo
6 2 (0.10%) Prometheus
7 1 (0.052%) CASB
Vendors
1 275 (14.37%) Microsoft
2 257 (13.43%) Databricks
3 46 (2.40%) Google
4 20 (1.04%) Salesforce
5 17 (0.89%) Informatica
5 17 (0.89%) SAP
6 16 (0.84%) Oracle
7 12 (0.63%) Talend
8 11 (0.57%) Foundry
8 11 (0.57%) Palantir
9 6 (0.31%) OpenAI
9 6 (0.31%) Workday
10 3 (0.16%) Alteryx
10 3 (0.16%) Cloudera
11 2 (0.10%) SnapLogic
11 2 (0.10%) Splunk
12 1 (0.052%) Actian
12 1 (0.052%) FactSet
12 1 (0.052%) Mapbox
12 1 (0.052%) ServiceNow