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 24 June 2026.

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

6 months to
24 Jun 2026
Same period 2025 Same period 2024
Rank 97 219 161
Rank change year-on-year +122 -58 -2
Permanent jobs requiring a Data Engineer 1,586 630 1,648
As % of all permanent jobs in England 1.88% 1.57% 1.74%
As % of the Job Titles category 1.99% 1.75% 1.84%
Number of salaries quoted 1,224 491 1,223
10th Percentile £45,000 £48,750 £35,000
25th Percentile £53,750 £57,500 £47,500
Median annual salary (50th Percentile) £70,000 £75,000 £65,000
Median % change year-on-year -6.67% +15.38% -11.56%
75th Percentile £85,000 £96,125 £85,000
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £70,000 £72,500 £65,000
% change year-on-year -3.45% +11.54% -7.14%

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 79,578 36,065 89,387
% of permanent jobs with a recognized job title 94.10% 89.96% 94.62%
Number of salaries quoted 56,025 21,047 66,131
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 £70,000
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 24 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 24 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 +25 552 £85,000 -3.95% 112
North of England +129 388 £67,500 +12.50% 63
South East +131 249 £60,000 -14.29% 80
North West +111 198 £70,000 +18.14% 31
Midlands +83 175 £65,000 +8.33% 57
South West +26 127 £52,500 -7.89% 28
West Midlands +74 126 £70,000 +18.64% 36
Yorkshire +27 124 £67,500 +12.50% 15
East of England +28 73 £60,000 -9.44% 16
North East +12 66 £62,500 - 17
East Midlands -5 49 £60,000 -7.69% 21
Data Engineer
UK

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

For the 6 months to 24 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.

1 580 (36.57%) SQL
2 574 (36.19%) Python
3 532 (33.54%) Data Pipeline
4 499 (31.46%) Analytics
5 458 (28.88%) Data Engineering
6 433 (27.30%) Azure
7 385 (24.27%) ETL
8 347 (21.88%) Data Modelling
9 337 (21.25%) AWS
10 274 (17.28%) CI/CD
11 269 (16.96%) AI
12 268 (16.90%) Data Quality
13 258 (16.27%) Databricks
14 238 (15.01%) Business Intelligence
15 207 (13.05%) Microsoft
16 206 (12.99%) Security Cleared
17 205 (12.93%) Data Warehouse
18 200 (12.61%) Decision-Making
19 190 (11.98%) Agile
20 167 (10.53%) Data Governance
21 164 (10.34%) Problem-Solving
22 160 (10.09%) Machine Learning
23 159 (10.03%) Power Platform
24 152 (9.58%) Azure Data Factory
24 152 (9.58%) Power BI
25 148 (9.33%) Apache Airflow
25 148 (9.33%) DevOps
25 148 (9.33%) SC Cleared
26 147 (9.27%) GCP
27 145 (9.14%) Data Science

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 (9.33%) Apache Airflow
2 88 (5.55%) Apache Spark
3 84 (5.30%) Apache
4 30 (1.89%) SAS
5 10 (0.63%) Palantir Foundry
6 5 (0.32%) 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 (0.76%) Microsoft Excel
2 5 (0.32%) 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 (27.30%) Azure
2 337 (21.25%) AWS
3 159 (10.03%) Power Platform
4 152 (9.58%) Azure Data Factory
5 147 (9.27%) GCP
6 112 (7.06%) Snowflake
7 110 (6.94%) dbt
8 74 (4.67%) Azure Synapse Analytics
9 62 (3.91%) Azure DevOps
10 61 (3.85%) Amazon S3
11 53 (3.34%) Serverless
12 47 (2.96%) SaaS
13 39 (2.46%) AWS Lambda
14 34 (2.14%) GitHub
15 25 (1.58%) Amazon Kinesis
16 21 (1.32%) Dagster
16 21 (1.32%) Fivetran
17 19 (1.20%) GitHub Actions
18 18 (1.13%) Amazon EMR
19 16 (1.01%) Microsoft Purview
Communications & Networking
1 31 (1.95%) Broadband
2 23 (1.45%) Structured Cabling
3 13 (0.82%) Wi-Fi
4 5 (0.32%) DSLAM
4 5 (0.32%) Software-Defined Radio
4 5 (0.32%) 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
1 205 (12.93%) Data Warehouse
2 152 (9.58%) Power BI
3 97 (6.12%) Data Lake
4 88 (5.55%) SQL Server
5 68 (4.29%) BigQuery
6 64 (4.04%) Relational Database
7 62 (3.91%) Amazon Redshift
8 59 (3.72%) Big Data
9 49 (3.09%) NoSQL
10 46 (2.90%) Metadata
11 45 (2.84%) Azure SQL Database
12 38 (2.40%) Spark SQL
12 38 (2.40%) SQL Server Integration Services
13 36 (2.27%) PostgreSQL
14 35 (2.21%) Delta Lake
15 32 (2.02%) Tableau
16 30 (1.89%) Amazon Athena
17 26 (1.64%) SQL Server Reporting Services
18 25 (1.58%) Star Schema
19 22 (1.39%) Semantic Layer
Development Applications
1 87 (5.49%) Git
2 15 (0.95%) Jenkins
3 8 (0.50%) JIRA
4 7 (0.44%) GitLab
5 5 (0.32%) 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
1 182 (11.48%) Finance
2 158 (9.96%) Social Skills
3 125 (7.88%) Analytical Skills
4 113 (7.12%) Public Sector
5 38 (2.40%) Law
6 32 (2.02%) Manufacturing
7 28 (1.77%) Marketing
7 28 (1.77%) Retail
7 28 (1.77%) Telecoms
8 27 (1.70%) Inclusion and Diversity
9 19 (1.20%) Banking
10 12 (0.76%) Advertising
10 12 (0.76%) Health Technology
11 9 (0.57%) Automotive
12 8 (0.50%) Documentation Skills
12 8 (0.50%) Military
13 6 (0.38%) Games
13 6 (0.38%) Presentation Skills
14 5 (0.32%) Organisational Skills
15 3 (0.19%) Influencing Skills
Libraries, Frameworks & Software Standards
1 128 (8.07%) PySpark
2 93 (5.86%) Kafka
3 19 (1.20%) REST
4 17 (1.07%) Pandas
5 13 (0.82%) ARM Templates
5 13 (0.82%) JSON
6 12 (0.76%) 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 (0.32%) EDI
9 5 (0.32%) Great Expectations
9 5 (0.32%) XML
9 5 (0.32%) 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 69 (4.35%) Cloud Native
2 28 (1.77%) Product Ownership
3 22 (1.39%) Data Structures
4 19 (1.20%) Driving Licence
5 16 (1.01%) Distributed Systems
5 16 (1.01%) Fibre Optics
6 14 (0.88%) Distributed Computing
6 14 (0.88%) Greenfield Project
6 14 (0.88%) Onboarding
7 13 (0.82%) Video\Live Streaming
8 12 (0.76%) Over-the-Top Content
9 11 (0.69%) Legacy Systems
10 10 (0.63%) Hedge funds
10 10 (0.63%) Marketing Technology
10 10 (0.63%) NHS
10 10 (0.63%) Sports Betting
11 9 (0.57%) Data Centre
12 8 (0.50%) AI Agents
13 7 (0.44%) Replication
13 7 (0.44%) Self-Motivation
Operating Systems
1 15 (0.95%) Linux
2 3 (0.19%) Windows
3 1 (0.063%) Unix
3 1 (0.063%) Windows Server
Processes & Methodologies
1 532 (33.54%) Data Pipeline
2 499 (31.46%) Analytics
3 458 (28.88%) Data Engineering
4 385 (24.27%) ETL
5 347 (21.88%) Data Modelling
6 274 (17.28%) CI/CD
7 269 (16.96%) AI
8 238 (15.01%) Business Intelligence
9 200 (12.61%) Decision-Making
10 190 (11.98%) Agile
11 167 (10.53%) Data Governance
12 164 (10.34%) Problem-Solving
13 160 (10.09%) Machine Learning
14 148 (9.33%) DevOps
15 145 (9.14%) Data Science
16 135 (8.51%) Data Architecture
17 133 (8.39%) Platform Engineering
18 121 (7.63%) Mentoring
19 97 (6.12%) Infrastructure as Code
20 95 (5.99%) Data Integration
Programming Languages
1 580 (36.57%) SQL
2 574 (36.19%) Python
3 60 (3.78%) Scala
4 51 (3.22%) Java
5 22 (1.39%) Bash
6 17 (1.07%) PowerShell
7 13 (0.82%) T-SQL
8 12 (0.76%) Data Analysis Expressions
8 12 (0.76%) 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 (0.32%) 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 (12.99%) Security Cleared
2 148 (9.33%) SC Cleared
3 70 (4.41%) Degree
4 62 (3.91%) DV Cleared
5 38 (2.40%) Computer Science Degree
6 18 (1.13%) Azure Certification
7 14 (0.88%) Master's Degree
8 9 (0.57%) BPSS Clearance
9 8 (0.50%) DBS Check
10 7 (0.44%) AWS Certification
11 5 (0.32%) Microsoft Certification
12 3 (0.19%) AWS Certified Solutions Architect
12 3 (0.19%) CITP
13 1 (0.063%) AWS Certified DevOps Engineer
13 1 (0.063%) CISM
13 1 (0.063%) CISSP
13 1 (0.063%) City & Guilds
13 1 (0.063%) SnowPro
Quality Assurance & Compliance
1 268 (16.90%) Data Quality
2 40 (2.52%) GDPR
3 20 (1.26%) SLA
4 15 (0.95%) 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 64 (4.04%) Docker
2 1 (0.063%) Active Directory
Systems Management
1 144 (9.08%) 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
1 258 (16.27%) Databricks
2 207 (13.05%) Microsoft
3 36 (2.27%) Google
4 23 (1.45%) Oracle
5 19 (1.20%) Salesforce
6 15 (0.95%) Palantir
7 13 (0.82%) Foundry
8 12 (0.76%) Informatica
9 11 (0.69%) Talend
10 10 (0.63%) Typelevel
11 9 (0.57%) SAP
12 8 (0.50%) OpenAI
13 5 (0.32%) BT
13 5 (0.32%) 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