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 25 June 2026.

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

6 months to
25 Jun 2026
Same period 2025 Same period 2024
Rank 98 218 158
Rank change year-on-year +120 -60 -1
Permanent jobs requiring a Data Engineer 1,591 630 1,635
As % of all permanent jobs in England 1.88% 1.57% 1.74%
As % of the Job Titles category 2.00% 1.74% 1.84%
Number of salaries quoted 1,230 489 1,215
10th Percentile £45,000 £47,500 £35,000
25th Percentile £53,750 £57,500 £48,000
Median annual salary (50th Percentile) £70,000 £75,000 £65,000
Median % change year-on-year -6.67% +15.38% -10.96%
75th Percentile £85,000 £96,250 £85,000
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £70,000 £72,500 £66,500
% change year-on-year -3.45% +9.02% -5.00%

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 79,486 36,161 88,848
% of permanent jobs with a recognized job title 94.12% 90.05% 94.62%
Number of salaries quoted 55,919 21,123 65,722
10th Percentile £30,000 £28,822 £28,500
25th Percentile £40,000 £39,000 £38,500
Median annual salary (50th Percentile) £57,500 £57,500 £52,500
Median % change year-on-year - +9.52% -12.50%
75th Percentile £75,000 £77,500 £70,250
90th Percentile £96,250 £100,000 £90,000
UK median annual salary £55,000 £57,500 £52,500
% change year-on-year -4.35% +9.52% -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 25 June 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 25 June 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 +24 551 £85,000 -5.56% 111
North of England +130 390 £67,500 +12.50% 68
South East +121 252 £60,000 -14.29% 77
North West +110 200 £70,000 +14.40% 38
Midlands +88 176 £65,000 +8.33% 57
South West +26 129 £52,500 -10.26% 33
West Midlands +74 127 £70,000 +18.64% 35
Yorkshire +32 124 £67,500 +12.50% 16
East of England +32 71 £60,000 -9.44% 19
North East +9 66 £62,500 +31.58% 14
East Midlands -9 49 £60,000 -7.69% 22
Data Engineer
UK

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

For the 6 months to 25 June 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.

1 582 (36.58%) SQL
2 576 (36.20%) Python
3 535 (33.63%) Data Pipeline
4 498 (31.30%) Analytics
5 462 (29.04%) Data Engineering
6 433 (27.22%) Azure
7 383 (24.07%) ETL
8 347 (21.81%) Data Modelling
9 337 (21.18%) AWS
10 276 (17.35%) CI/CD
11 271 (17.03%) AI
12 269 (16.91%) Data Quality
13 257 (16.15%) Databricks
14 240 (15.08%) Business Intelligence
15 207 (13.01%) Microsoft
16 206 (12.95%) Data Warehouse
16 206 (12.95%) Security Cleared
17 200 (12.57%) Decision-Making
18 192 (12.07%) Agile
19 167 (10.50%) Data Governance
20 164 (10.31%) Problem-Solving
21 161 (10.12%) Machine Learning
21 161 (10.12%) Power Platform
22 154 (9.68%) Power BI
23 152 (9.55%) Azure Data Factory
24 148 (9.30%) DevOps
24 148 (9.30%) GCP
24 148 (9.30%) SC Cleared
25 147 (9.24%) Apache Airflow
26 145 (9.11%) Terraform

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
1 147 (9.24%) Apache Airflow
2 89 (5.59%) Apache Spark
3 85 (5.34%) Apache
4 31 (1.95%) SAS
5 10 (0.63%) Palantir Foundry
6 5 (0.31%) Jupyter
7 4 (0.25%) Confluence
8 2 (0.13%) Apache Qpid
8 2 (0.13%) Luigi
8 2 (0.13%) Oracle Application Server
8 2 (0.13%) SharePoint
9 1 (0.063%) ArcGIS
9 1 (0.063%) GeoServer
Applications
1 12 (0.75%) Microsoft Excel
2 5 (0.31%) Microsoft Office
3 1 (0.063%) Chatbot
3 1 (0.063%) Microsoft PowerPoint
3 1 (0.063%) Spreadsheet
Business Applications
1 3 (0.19%) Dynamics CRM
2 2 (0.13%) SAP Business One
3 1 (0.063%) FastStats
3 1 (0.063%) Primavera
Cloud Services
1 433 (27.22%) Azure
2 337 (21.18%) AWS
3 161 (10.12%) Power Platform
4 152 (9.55%) Azure Data Factory
5 148 (9.30%) GCP
6 112 (7.04%) dbt
6 112 (7.04%) Snowflake
7 73 (4.59%) Azure Synapse Analytics
8 62 (3.90%) Azure DevOps
9 59 (3.71%) Amazon S3
10 53 (3.33%) Serverless
11 48 (3.02%) SaaS
12 39 (2.45%) AWS Lambda
13 33 (2.07%) GitHub
14 25 (1.57%) Amazon Kinesis
15 22 (1.38%) Fivetran
16 21 (1.32%) Dagster
17 19 (1.19%) GitHub Actions
18 18 (1.13%) Amazon EMR
19 16 (1.01%) Microsoft Purview
Communications & Networking
1 31 (1.95%) Broadband
2 22 (1.38%) Structured Cabling
3 12 (0.75%) Wi-Fi
4 5 (0.31%) DSLAM
4 5 (0.31%) Software-Defined Radio
4 5 (0.31%) Wireless
5 2 (0.13%) 4G
5 2 (0.13%) 5G
5 2 (0.13%) Internet
6 1 (0.063%) Kerberos
6 1 (0.063%) LTE
Database & Business Intelligence
1 206 (12.95%) Data Warehouse
2 154 (9.68%) Power BI
3 97 (6.10%) Data Lake
4 89 (5.59%) SQL Server
5 67 (4.21%) BigQuery
6 64 (4.02%) Relational Database
7 61 (3.83%) Amazon Redshift
8 60 (3.77%) Big Data
9 49 (3.08%) NoSQL
10 46 (2.89%) Azure SQL Database
10 46 (2.89%) Metadata
11 38 (2.39%) Spark SQL
11 38 (2.39%) SQL Server Integration Services
12 37 (2.33%) PostgreSQL
13 34 (2.14%) Delta Lake
14 32 (2.01%) Tableau
15 29 (1.82%) Amazon Athena
16 26 (1.63%) SQL Server Reporting Services
17 25 (1.57%) Star Schema
18 22 (1.38%) Semantic Layer
Development Applications
1 87 (5.47%) Git
2 15 (0.94%) Jenkins
3 8 (0.50%) JIRA
4 7 (0.44%) GitLab
5 5 (0.31%) Visual Studio
6 3 (0.19%) MLflow
7 2 (0.13%) TeamCity
8 1 (0.063%) DBeaver
8 1 (0.063%) Deequ
8 1 (0.063%) ERwin
8 1 (0.063%) Oracle APEX
8 1 (0.063%) Robot Framework
8 1 (0.063%) Selenium
8 1 (0.063%) SQL Server Management Studio (SSMS)
8 1 (0.063%) VSS/SourceSafe
8 1 (0.063%) Yeoman
General
1 181 (11.38%) Finance
2 159 (9.99%) Social Skills
3 124 (7.79%) Analytical Skills
4 114 (7.17%) Public Sector
5 38 (2.39%) Law
6 31 (1.95%) Manufacturing
7 28 (1.76%) Marketing
7 28 (1.76%) Retail
8 27 (1.70%) Inclusion and Diversity
9 26 (1.63%) Telecoms
10 19 (1.19%) Banking
11 12 (0.75%) Advertising
11 12 (0.75%) Health Technology
12 9 (0.57%) Automotive
13 8 (0.50%) Documentation Skills
13 8 (0.50%) Military
14 6 (0.38%) Games
14 6 (0.38%) Presentation Skills
15 5 (0.31%) Organisational Skills
16 3 (0.19%) Influencing Skills
Libraries, Frameworks & Software Standards
1 127 (7.98%) PySpark
2 93 (5.85%) Kafka
3 19 (1.19%) REST
4 17 (1.07%) Pandas
5 13 (0.82%) ARM Templates
5 13 (0.82%) JSON
6 12 (0.75%) Apache NiFi
7 10 (0.63%) gRPC
8 6 (0.38%) LangChain
8 6 (0.38%) Node.js
8 6 (0.38%) NumPy
9 5 (0.31%) EDI
9 5 (0.31%) Great Expectations
9 5 (0.31%) XML
9 5 (0.31%) YAML
10 4 (0.25%) Apache Beam
10 4 (0.25%) PyTorch
10 4 (0.25%) RabbitMQ
10 4 (0.25%) React
10 4 (0.25%) RESTful
Miscellaneous
1 70 (4.40%) Cloud Native
2 28 (1.76%) Product Ownership
3 22 (1.38%) Data Structures
4 19 (1.19%) Driving Licence
5 16 (1.01%) Distributed Systems
6 15 (0.94%) Fibre Optics
7 14 (0.88%) Distributed Computing
7 14 (0.88%) Greenfield Project
7 14 (0.88%) Onboarding
8 13 (0.82%) Video\Live Streaming
9 12 (0.75%) Over-the-Top Content
10 11 (0.69%) Legacy Systems
11 10 (0.63%) Hedge funds
11 10 (0.63%) Marketing Technology
11 10 (0.63%) NHS
11 10 (0.63%) Sports Betting
12 8 (0.50%) AI Agents
12 8 (0.50%) Data Centre
13 7 (0.44%) Replication
13 7 (0.44%) Self-Motivation
Operating Systems
1 15 (0.94%) Linux
2 3 (0.19%) Windows
3 1 (0.063%) Unix
3 1 (0.063%) Windows Server
Processes & Methodologies
1 535 (33.63%) Data Pipeline
2 498 (31.30%) Analytics
3 462 (29.04%) Data Engineering
4 383 (24.07%) ETL
5 347 (21.81%) Data Modelling
6 276 (17.35%) CI/CD
7 271 (17.03%) AI
8 240 (15.08%) Business Intelligence
9 200 (12.57%) Decision-Making
10 192 (12.07%) Agile
11 167 (10.50%) Data Governance
12 164 (10.31%) Problem-Solving
13 161 (10.12%) Machine Learning
14 148 (9.30%) DevOps
15 142 (8.93%) Data Science
16 136 (8.55%) Data Architecture
17 133 (8.36%) Platform Engineering
18 122 (7.67%) Mentoring
19 96 (6.03%) Infrastructure as Code
20 94 (5.91%) Data Integration
Programming Languages
1 582 (36.58%) SQL
2 576 (36.20%) Python
3 60 (3.77%) Scala
4 51 (3.21%) Java
5 22 (1.38%) Bash
6 18 (1.13%) PowerShell
7 13 (0.82%) T-SQL
8 12 (0.75%) Data Analysis Expressions
8 12 (0.75%) Go
9 10 (0.63%) C++
10 9 (0.57%) TypeScript
11 8 (0.50%) R
12 7 (0.44%) Bicep
13 6 (0.38%) C#
13 6 (0.38%) Groovy
14 5 (0.31%) JavaScript
15 4 (0.25%) PL/SQL
16 3 (0.19%) Kusto Query Language
16 3 (0.19%) VBA
17 2 (0.13%) VBScript
Qualifications
1 206 (12.95%) Security Cleared
2 148 (9.30%) SC Cleared
3 70 (4.40%) Degree
4 63 (3.96%) DV Cleared
5 38 (2.39%) Computer Science Degree
6 18 (1.13%) Azure Certification
7 14 (0.88%) Master's Degree
8 9 (0.57%) BPSS Clearance
8 9 (0.57%) DBS Check
9 7 (0.44%) AWS Certification
10 5 (0.31%) Microsoft Certification
11 3 (0.19%) AWS Certified Solutions Architect
11 3 (0.19%) CITP
12 1 (0.063%) AWS Certified DevOps Engineer
12 1 (0.063%) CISM
12 1 (0.063%) CISSP
12 1 (0.063%) City & Guilds
12 1 (0.063%) SnowPro
Quality Assurance & Compliance
1 269 (16.91%) Data Quality
2 40 (2.51%) GDPR
3 20 (1.26%) SLA
4 15 (0.94%) QA
5 7 (0.44%) Accessibility
6 2 (0.13%) ISO/IEC 27001
6 2 (0.13%) SOC 2
7 1 (0.063%) HIPAA
7 1 (0.063%) PCI DSS
System Software
1 65 (4.09%) Docker
2 1 (0.063%) Active Directory
Systems Management
1 145 (9.11%) Terraform
2 37 (2.33%) Kubernetes
3 6 (0.38%) Grafana
4 3 (0.19%) Ansible
4 3 (0.19%) Kibana
4 3 (0.19%) Prometheus
5 2 (0.13%) CASB
5 2 (0.13%) Packer
6 1 (0.063%) Kubeflow
Vendors
1 257 (16.15%) Databricks
2 207 (13.01%) Microsoft
3 37 (2.33%) Google
4 23 (1.45%) Oracle
5 19 (1.19%) Salesforce
6 15 (0.94%) Palantir
7 13 (0.82%) Foundry
8 12 (0.75%) Informatica
9 11 (0.69%) Talend
10 10 (0.63%) Typelevel
11 9 (0.57%) SAP
12 8 (0.50%) OpenAI
13 5 (0.31%) BT
13 5 (0.31%) Cloudera
14 3 (0.19%) Confluent
14 3 (0.19%) Planon
15 2 (0.13%) Alteryx
15 2 (0.13%) iManage
15 2 (0.13%) Intapp
15 2 (0.13%) Splunk