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 October 2026.

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

6 months to
15 Oct 2026
Same period 2025 Same period 2024
Rank 100 222 186
Rank change year-on-year +122 -36 -49
Permanent jobs requiring a Data Engineer 1,937 607 940
As % of all permanent jobs in England 1.85% 1.42% 1.48%
As % of the Job Titles category 2.00% 1.56% 1.55%
Number of salaries quoted 1,388 463 761
10th Percentile £45,000 £46,250 £40,000
25th Percentile £52,500 £56,250 £52,500
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £85,000 £85,000 £90,000
90th Percentile £100,000 £97,500 £107,500
UK median annual salary £70,000 £68,750 £70,000
% change year-on-year +1.82% -1.79% -

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 96,749 38,808 60,512
% of permanent jobs with a recognized job title 92.54% 90.55% 95.20%
Number of salaries quoted 67,708 23,182 34,779
10th Percentile £30,250 £28,250 £31,250
25th Percentile £41,250 £35,750 £41,421
Median annual salary (50th Percentile) £59,250 £55,000 £57,000
Median % change year-on-year +7.73% -3.51% -5.00%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £58,500 £53,500 £55,000
% change year-on-year +9.35% -2.73% -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 15 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 15 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 +37 633 £80,000 - 80
North of England +127 580 £65,000 +4.00% 71
North West +98 260 £66,750 +11.25% 31
Midlands +59 234 £70,000 +7.69% 34
South East +107 231 £65,000 +8.33% 54
South West +46 203 £70,000 -1.75% 37
West Midlands +48 174 £70,000 +16.67% 26
Yorkshire +51 166 £72,500 +7.41% 24
North East +34 154 £60,000 -11.11% 16
East Midlands +1 60 £65,000 -3.70% 8
East of England -3 55 £55,000 -33.33% 6
Data Engineer
UK

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

For the 6 months to 15 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.

1 734 (37.89%) SQL
2 647 (33.40%) Analytics
3 639 (32.99%) Python
4 615 (31.75%) Data Pipeline
5 610 (31.49%) Data Engineering
6 510 (26.33%) Azure
7 465 (24.01%) ETL
8 447 (23.08%) Data Modelling
9 397 (20.50%) Data Quality
10 389 (20.08%) AI
11 374 (19.31%) AWS
12 323 (16.68%) Business Intelligence
12 323 (16.68%) CI/CD
13 313 (16.16%) Decision-Making
14 290 (14.97%) Microsoft
15 268 (13.84%) Security Cleared
16 267 (13.78%) Databricks
17 263 (13.58%) Data Warehouse
18 228 (11.77%) Problem-Solving
19 220 (11.36%) Agile
20 202 (10.43%) Power Platform
21 199 (10.27%) DevOps
22 198 (10.22%) Power BI
23 195 (10.07%) Data Science
24 190 (9.81%) SC Cleared
25 180 (9.29%) PySpark
26 178 (9.19%) Data Governance
26 178 (9.19%) Machine Learning
27 176 (9.09%) Azure Data Factory
28 162 (8.36%) Data Transformation

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
1 134 (6.92%) Apache Spark
2 122 (6.30%) Apache Airflow
3 117 (6.04%) Apache
4 27 (1.39%) SAS
5 13 (0.67%) Palantir Foundry
6 8 (0.41%) Oracle Workflow
7 6 (0.31%) Jupyter
8 4 (0.21%) Luigi
9 2 (0.10%) ArcGIS
9 2 (0.10%) Tornado
10 1 (0.052%) Confluence
10 1 (0.052%) SharePoint
Applications
1 24 (1.24%) Microsoft Excel
2 4 (0.21%) Spreadsheet
3 3 (0.15%) Microsoft PowerPoint
4 1 (0.052%) Microsoft Office
4 1 (0.052%) MS Visio
Business Applications
1 9 (0.46%) 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 (26.33%) Azure
2 374 (19.31%) AWS
3 202 (10.43%) Power Platform
4 176 (9.09%) Azure Data Factory
5 161 (8.31%) GCP
6 125 (6.45%) dbt
7 105 (5.42%) Snowflake
8 89 (4.59%) Azure DevOps
9 88 (4.54%) Serverless
10 87 (4.49%) Azure Synapse Analytics
11 69 (3.56%) AWS Lambda
12 64 (3.30%) SaaS
13 60 (3.10%) Amazon S3
14 45 (2.32%) GitHub
15 42 (2.17%) Azure Databricks
16 31 (1.60%) Amazon EMR
17 29 (1.50%) Amazon EC2
18 22 (1.14%) Azure Logic Apps
19 21 (1.08%) GitHub Actions
20 19 (0.98%) Fivetran
Communications & Networking
1 15 (0.77%) Structured Cabling
2 7 (0.36%) Wi-Fi
3 4 (0.21%) Broadband
4 3 (0.15%) Wireless
5 2 (0.10%) DNS
5 2 (0.10%) HTTP
5 2 (0.10%) HTTPS
5 2 (0.10%) Software-Defined Radio
5 2 (0.10%) TCP/IP
5 2 (0.10%) tcpdump
5 2 (0.10%) Wireshark
6 1 (0.052%) 4G
6 1 (0.052%) 5G
6 1 (0.052%) Cisco IPT
Database & Business Intelligence
1 263 (13.58%) Data Warehouse
2 198 (10.22%) Power BI
3 118 (6.09%) Data Lake
4 103 (5.32%) SQL Server
5 80 (4.13%) Azure SQL Database
6 73 (3.77%) Metadata
7 70 (3.61%) NoSQL
8 68 (3.51%) Big Data
9 67 (3.46%) BigQuery
10 58 (2.99%) Relational Database
11 54 (2.79%) Amazon Redshift
12 53 (2.74%) Delta Lake
13 50 (2.58%) PostgreSQL
14 45 (2.32%) Spark SQL
15 43 (2.22%) Tableau
16 41 (2.12%) SQL Server Integration Services
17 35 (1.81%) Amazon Athena
17 35 (1.81%) Star Schema
18 29 (1.50%) Semantic Layer
19 27 (1.39%) Elasticsearch
Development Applications
1 141 (7.28%) Git
2 28 (1.45%) Jenkins
3 21 (1.08%) GitLab
4 4 (0.21%) Claude Code
4 4 (0.21%) Octopus Deploy
5 3 (0.15%) Bitbucket
5 3 (0.15%) JIRA
5 3 (0.15%) Visual Studio Code
6 2 (0.10%) CircleCI
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
1 233 (12.03%) Social Skills
2 213 (11.00%) Finance
3 186 (9.60%) Analytical Skills
4 120 (6.20%) Public Sector
5 43 (2.22%) Retail
6 42 (2.17%) Inclusion and Diversity
7 33 (1.70%) Marketing
8 24 (1.24%) Law
9 18 (0.93%) Aerospace
10 16 (0.83%) Manufacturing
11 12 (0.62%) Banking
12 11 (0.57%) Advertising
12 11 (0.57%) Legal
13 10 (0.52%) Presentation Skills
14 9 (0.46%) Influencing Skills
15 8 (0.41%) Health Technology
16 7 (0.36%) Automotive
17 6 (0.31%) Games
17 6 (0.31%) Military
17 6 (0.31%) Telecoms
Libraries, Frameworks & Software Standards
1 180 (9.29%) PySpark
2 127 (6.56%) Terraform
3 91 (4.70%) Kafka
4 23 (1.19%) REST
5 17 (0.88%) .NET
6 16 (0.83%) Apache NiFi
7 15 (0.77%) Pandas
8 14 (0.72%) JSON
9 13 (0.67%) Keycloak
10 12 (0.62%) AWS CDK
11 10 (0.52%) TensorFlow
12 9 (0.46%) PyTorch
13 8 (0.41%) Oracle Fusion
14 7 (0.36%) React
14 7 (0.36%) YAML
15 6 (0.31%) ARM Templates
15 6 (0.31%) Node.js
15 6 (0.31%) NumPy
15 6 (0.31%) scikit-learn
16 5 (0.26%) FastAPI
Miscellaneous
1 90 (4.65%) Cloud Native
2 34 (1.76%) Onboarding
3 27 (1.39%) Product Ownership
4 26 (1.34%) Data Structures
4 26 (1.34%) Hybrid Cloud
5 25 (1.29%) Distributed Computing
6 20 (1.03%) Greenfield Project
7 18 (0.93%) AI Agents
8 14 (0.72%) Legacy Systems
9 13 (0.67%) Driving Licence
9 13 (0.67%) Hedge funds
9 13 (0.67%) Self-Motivation
10 12 (0.62%) Virtual Team
11 11 (0.57%) Distributed Systems
11 11 (0.57%) NHS
12 10 (0.52%) Blog
12 10 (0.52%) Reference Data
13 9 (0.46%) Analytical Mindset
13 9 (0.46%) Data Fabric
13 9 (0.46%) Educational Technology
Operating Systems
1 11 (0.57%) Linux
2 9 (0.46%) Windows
Processes & Methodologies
1 647 (33.40%) Analytics
2 615 (31.75%) Data Pipeline
3 610 (31.49%) Data Engineering
4 465 (24.01%) ETL
5 447 (23.08%) Data Modelling
6 389 (20.08%) AI
7 323 (16.68%) Business Intelligence
7 323 (16.68%) CI/CD
8 313 (16.16%) Decision-Making
9 228 (11.77%) Problem-Solving
10 220 (11.36%) Agile
11 199 (10.27%) DevOps
12 195 (10.07%) Data Science
13 178 (9.19%) Data Governance
13 178 (9.19%) Machine Learning
14 162 (8.36%) Data Transformation
15 155 (8.00%) Mentoring
16 151 (7.80%) Data Architecture
17 141 (7.28%) Lakehouse
18 131 (6.76%) Data Integration
Programming Languages
1 734 (37.89%) SQL
2 639 (32.99%) Python
3 68 (3.51%) Java
4 60 (3.10%) Scala
5 30 (1.55%) JavaScript
6 28 (1.45%) C#
6 28 (1.45%) C++
7 27 (1.39%) Data Analysis Expressions
8 24 (1.24%) PowerShell
9 18 (0.93%) T-SQL
10 14 (0.72%) Bash
11 13 (0.67%) Go
12 9 (0.46%) TypeScript
13 8 (0.41%) R
14 7 (0.36%) Kusto Query Language
15 6 (0.31%) Bicep
15 6 (0.31%) Groovy
16 4 (0.21%) PL/SQL
17 3 (0.15%) VBA
18 2 (0.10%) VBScript
Qualifications
1 268 (13.84%) Security Cleared
2 190 (9.81%) SC Cleared
3 92 (4.75%) DV Cleared
4 84 (4.34%) Degree
5 39 (2.01%) Azure Certification
6 27 (1.39%) BPSS Clearance
7 24 (1.24%) Computer Science Degree
8 16 (0.83%) Master's Degree
9 14 (0.72%) Microsoft Certification
10 11 (0.57%) AWS Certification
11 9 (0.46%) DBS Check
12 4 (0.21%) PhD
13 1 (0.052%) CISM
13 1 (0.052%) CISSP
13 1 (0.052%) CREST Certified
13 1 (0.052%) ICAEW
13 1 (0.052%) PMI Certification
13 1 (0.052%) PMP
13 1 (0.052%) Postgraduate
13 1 (0.052%) SnowPro
Quality Assurance & Compliance
1 397 (20.50%) Data Quality
2 33 (1.70%) GDPR
3 26 (1.34%) Accessibility
4 24 (1.24%) QA
5 4 (0.21%) Actionable Recommendations
5 4 (0.21%) California Consumer Privacy Act
6 3 (0.15%) SOC 2
7 2 (0.10%) ISO/IEC 27001
7 2 (0.10%) SLA
8 1 (0.052%) Cyber Essentials
8 1 (0.052%) Cyber Essentials PLUS
8 1 (0.052%) IASME
8 1 (0.052%) ISO 9001
System Software
1 74 (3.82%) Docker
Systems Management
1 50 (2.58%) Kubernetes
2 8 (0.41%) Ansible
3 7 (0.36%) Grafana
4 6 (0.31%) Packer
5 4 (0.21%) Kibana
6 2 (0.10%) Argo
7 1 (0.052%) CASB
Vendors
1 290 (14.97%) Microsoft
2 267 (13.78%) Databricks
3 49 (2.53%) Google
4 18 (0.93%) SAP
5 16 (0.83%) Informatica
6 14 (0.72%) Foundry
6 14 (0.72%) Oracle
6 14 (0.72%) Palantir
7 11 (0.57%) Talend
8 9 (0.46%) Salesforce
9 7 (0.36%) Workday
10 6 (0.31%) OpenAI
11 3 (0.15%) Alteryx
12 2 (0.10%) Ab Initio
12 2 (0.10%) Actian
12 2 (0.10%) SnapLogic
13 1 (0.052%) Bloomberg
13 1 (0.052%) MicroStrategy
13 1 (0.052%) Perforce
13 1 (0.052%) Sage