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 20 June 2026.

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

6 months to
20 Jun 2026
Same period 2025 Same period 2024
Rank 93 209 156
Rank change year-on-year +116 -53 0
Permanent jobs requiring a Data Engineer 1,580 634 1,677
As % of all permanent jobs in England 1.89% 1.59% 1.75%
As % of the Job Titles category 2.00% 1.77% 1.85%
Number of salaries quoted 1,215 491 1,250
10th Percentile £45,000 £48,750 £35,000
25th Percentile £53,750 £57,500 £47,500
Median annual salary (50th Percentile) £70,000 £72,500 £65,000
Median % change year-on-year -3.45% +11.54% -10.34%
75th Percentile £85,000 £96,250 £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 78,810 35,838 90,464
% of permanent jobs with a recognized job title 94.10% 90.06% 94.64%
Number of salaries quoted 55,430 20,848 67,006
10th Percentile £30,000 £28,969 £28,500
25th Percentile £40,000 £39,750 £38,500
Median annual salary (50th Percentile) £57,500 £57,500 £52,500
Median % change year-on-year - +9.52% -12.86%
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 20 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 20 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 +29 551 £85,000 -5.56% 104
North of England +128 384 £67,500 +12.50% 60
South East +127 243 £60,000 -14.29% 83
North West +112 197 £70,000 +18.14% 33
Midlands +75 174 £65,000 +8.33% 50
West Midlands +73 125 £68,750 +18.03% 32
South West +19 124 £52,500 -6.25% 29
Yorkshire +29 123 £67,500 +12.50% 12
East of England +42 81 £60,000 -9.44% 18
North East +4 64 £62,500 - 15
East Midlands -11 49 £60,000 -7.69% 18
Data Engineer
UK

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

For the 6 months to 20 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.

1 570 (36.08%) SQL
2 567 (35.89%) Python
3 528 (33.42%) Data Pipeline
4 496 (31.39%) Analytics
5 458 (28.99%) Data Engineering
6 427 (27.03%) Azure
7 379 (23.99%) ETL
8 342 (21.65%) Data Modelling
9 330 (20.89%) AWS
10 271 (17.15%) CI/CD
11 267 (16.90%) AI
12 261 (16.52%) Data Quality
13 257 (16.27%) Databricks
14 233 (14.75%) Business Intelligence
15 204 (12.91%) Data Warehouse
16 203 (12.85%) Security Cleared
17 200 (12.66%) Microsoft
18 194 (12.28%) Decision-Making
19 186 (11.77%) Agile
20 164 (10.38%) Data Governance
21 159 (10.06%) Machine Learning
22 157 (9.94%) Problem-Solving
23 156 (9.87%) Power Platform
24 152 (9.62%) Azure Data Factory
25 149 (9.43%) Power BI
26 146 (9.24%) Apache Airflow
26 146 (9.24%) Data Science
27 145 (9.18%) DevOps
27 145 (9.18%) GCP
27 145 (9.18%) SC Cleared

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
1 146 (9.24%) Apache Airflow
2 87 (5.51%) Apache Spark
3 83 (5.25%) Apache
4 29 (1.84%) 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
9 1 (0.063%) ArcGIS
9 1 (0.063%) GeoServer
9 1 (0.063%) SharePoint
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 1 (0.063%) FastStats
2 1 (0.063%) Primavera
2 1 (0.063%) SAP Business One
Cloud Services
1 427 (27.03%) Azure
2 330 (20.89%) AWS
3 156 (9.87%) Power Platform
4 152 (9.62%) Azure Data Factory
5 145 (9.18%) GCP
6 109 (6.90%) Snowflake
7 108 (6.84%) dbt
8 75 (4.75%) Azure Synapse Analytics
9 61 (3.86%) Azure DevOps
10 59 (3.73%) Amazon S3
11 51 (3.23%) Serverless
12 48 (3.04%) SaaS
13 38 (2.41%) AWS Lambda
14 33 (2.09%) GitHub
15 25 (1.58%) Amazon Kinesis
16 21 (1.33%) Fivetran
17 20 (1.27%) Dagster
18 19 (1.20%) GitHub Actions
19 16 (1.01%) Amazon EMR
20 15 (0.95%) Azure Monitor
Communications & Networking
1 31 (1.96%) Broadband
2 24 (1.52%) Structured Cabling
3 14 (0.89%) 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
1 204 (12.91%) Data Warehouse
2 149 (9.43%) Power BI
3 97 (6.14%) Data Lake
4 85 (5.38%) SQL Server
5 67 (4.24%) BigQuery
6 65 (4.11%) Relational Database
7 60 (3.80%) Amazon Redshift
8 59 (3.73%) Big Data
9 49 (3.10%) NoSQL
10 45 (2.85%) Metadata
11 44 (2.78%) Azure SQL Database
12 38 (2.41%) Spark SQL
13 35 (2.22%) SQL Server Integration Services
14 33 (2.09%) Delta Lake
15 32 (2.03%) PostgreSQL
15 32 (2.03%) Tableau
16 29 (1.84%) Amazon Athena
17 26 (1.65%) SQL Server Reporting Services
18 25 (1.58%) Star Schema
19 22 (1.39%) Semantic Layer
Development Applications
1 84 (5.32%) Git
2 15 (0.95%) Jenkins
3 8 (0.51%) 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
1 177 (11.20%) Finance
2 151 (9.56%) Social Skills
3 120 (7.59%) Analytical Skills
4 113 (7.15%) Public Sector
5 37 (2.34%) Law
6 31 (1.96%) Manufacturing
7 30 (1.90%) Telecoms
8 28 (1.77%) Marketing
9 27 (1.71%) Inclusion and Diversity
10 26 (1.65%) Retail
11 19 (1.20%) Banking
12 12 (0.76%) Advertising
13 11 (0.70%) Health Technology
14 9 (0.57%) Automotive
15 7 (0.44%) Documentation Skills
15 7 (0.44%) Military
16 6 (0.38%) Games
17 5 (0.32%) Organisational Skills
17 5 (0.32%) Presentation Skills
18 3 (0.19%) Influencing Skills
Libraries, Frameworks & Software Standards
1 124 (7.85%) PySpark
2 93 (5.89%) Kafka
3 17 (1.08%) REST
4 16 (1.01%) Pandas
5 13 (0.82%) ARM Templates
6 12 (0.76%) Apache NiFi
7 10 (0.63%) gRPC
7 10 (0.63%) JSON
8 6 (0.38%) LangChain
8 6 (0.38%) NumPy
9 5 (0.32%) Great Expectations
9 5 (0.32%) Node.js
9 5 (0.32%) YAML
10 4 (0.25%) Apache Beam
10 4 (0.25%) EDI
10 4 (0.25%) RabbitMQ
10 4 (0.25%) React
10 4 (0.25%) XML
11 3 (0.19%) PyTorch
11 3 (0.19%) Streamlit
Miscellaneous
1 68 (4.30%) Cloud Native
2 27 (1.71%) Product Ownership
3 20 (1.27%) Data Structures
4 18 (1.14%) Driving Licence
5 17 (1.08%) Distributed Systems
5 17 (1.08%) Fibre Optics
6 14 (0.89%) Distributed Computing
6 14 (0.89%) Greenfield Project
7 13 (0.82%) Video\Live Streaming
8 12 (0.76%) Over-the-Top Content
9 11 (0.70%) Legacy Systems
9 11 (0.70%) Onboarding
10 10 (0.63%) Data Centre
10 10 (0.63%) Marketing Technology
10 10 (0.63%) NHS
10 10 (0.63%) Sports Betting
11 8 (0.51%) AI Agents
11 8 (0.51%) Hedge funds
12 7 (0.44%) Replication
12 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
1 528 (33.42%) Data Pipeline
2 496 (31.39%) Analytics
3 458 (28.99%) Data Engineering
4 379 (23.99%) ETL
5 342 (21.65%) Data Modelling
6 271 (17.15%) CI/CD
7 267 (16.90%) AI
8 233 (14.75%) Business Intelligence
9 194 (12.28%) Decision-Making
10 186 (11.77%) Agile
11 164 (10.38%) Data Governance
12 159 (10.06%) Machine Learning
13 157 (9.94%) Problem-Solving
14 146 (9.24%) Data Science
15 145 (9.18%) DevOps
16 134 (8.48%) Data Architecture
17 133 (8.42%) Platform Engineering
18 122 (7.72%) Mentoring
19 96 (6.08%) Infrastructure as Code
20 94 (5.95%) Data Integration
Programming Languages
1 570 (36.08%) SQL
2 567 (35.89%) Python
3 60 (3.80%) Scala
4 50 (3.16%) Java
5 22 (1.39%) Bash
6 16 (1.01%) PowerShell
7 12 (0.76%) T-SQL
8 11 (0.70%) Go
9 10 (0.63%) Data Analysis Expressions
10 9 (0.57%) C++
10 9 (0.57%) TypeScript
11 8 (0.51%) R
12 7 (0.44%) Bicep
13 6 (0.38%) Groovy
14 5 (0.32%) C#
14 5 (0.32%) JavaScript
15 4 (0.25%) PL/SQL
16 3 (0.19%) VBA
17 2 (0.13%) Kusto Query Language
17 2 (0.13%) Rust
Qualifications
1 203 (12.85%) Security Cleared
2 145 (9.18%) SC Cleared
3 69 (4.37%) Degree
4 59 (3.73%) DV Cleared
5 38 (2.41%) Computer Science Degree
6 17 (1.08%) Azure Certification
7 14 (0.89%) Master's Degree
8 8 (0.51%) AWS Certification
8 8 (0.51%) BPSS Clearance
8 8 (0.51%) DBS Check
9 5 (0.32%) Microsoft Certification
10 4 (0.25%) 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
1 261 (16.52%) Data Quality
2 41 (2.59%) GDPR
3 20 (1.27%) SLA
4 13 (0.82%) 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 62 (3.92%) Docker
2 1 (0.063%) Active Directory
Systems Management
1 142 (8.99%) Terraform
2 36 (2.28%) 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 (16.27%) Databricks
2 200 (12.66%) Microsoft
3 35 (2.22%) Google
4 23 (1.46%) Oracle
5 18 (1.14%) Salesforce
6 15 (0.95%) Palantir
7 12 (0.76%) Foundry
7 12 (0.76%) Informatica
8 11 (0.70%) Talend
9 10 (0.63%) Typelevel
10 8 (0.51%) SAP
11 7 (0.44%) OpenAI
12 5 (0.32%) BT
12 5 (0.32%) Cloudera
13 3 (0.19%) Confluent
13 3 (0.19%) Netezza
13 3 (0.19%) Planon
14 2 (0.13%) Alteryx
14 2 (0.13%) Intapp
14 2 (0.13%) Splunk