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 7 July 2026.

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

6 months to
7 Jul 2026
Same period 2025 Same period 2024
Rank 89 222 163
Rank change year-on-year +133 -59 -10
Permanent jobs requiring a Data Engineer 1,662 641 1,531
As % of all permanent jobs in England 1.92% 1.51% 1.68%
As % of the Job Titles category 2.04% 1.67% 1.78%
Number of salaries quoted 1,285 496 1,166
10th Percentile £45,000 £49,375 £35,000
25th Percentile £53,750 £57,500 £48,000
Median annual salary (50th Percentile) £70,000 £72,500 £67,500
Median % change year-on-year -3.45% +7.41% -6.90%
75th Percentile £85,000 £95,000 £85,000
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% -3.57%

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 81,657 38,390 86,138
% of permanent jobs with a recognized job title 94.25% 90.45% 94.62%
Number of salaries quoted 57,502 22,945 63,431
10th Percentile £30,000 £28,822 £28,500
25th Percentile £40,000 £38,750 £38,750
Median annual salary (50th Percentile) £57,500 £56,121 £52,500
Median % change year-on-year +2.46% +6.90% -12.50%
75th Percentile £75,000 £76,250 £71,250
90th Percentile £97,500 £97,528 £90,000
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -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 7 July 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 7 July 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 +25 563 £82,500 -5.17% 172
North of England +132 417 £70,000 +16.67% 100
South East +133 267 £60,000 -14.29% 93
North West +120 214 £70,000 +19.66% 60
Midlands +80 178 £65,000 +8.33% 63
South West +37 144 £57,500 -8.00% 42
Yorkshire +42 132 £75,000 +25.00% 22
West Midlands +67 129 £70,000 +16.67% 36
East of England +28 72 £60,000 -9.44% 17
North East +12 71 £62,500 +6.38% 21
East Midlands +4 49 £60,000 -7.69% 28
Data Engineer
UK

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

For the 6 months to 7 July 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.

1 596 (35.86%) SQL
2 588 (35.38%) Python
3 551 (33.15%) Data Pipeline
4 522 (31.41%) Analytics
5 474 (28.52%) Data Engineering
6 449 (27.02%) Azure
7 389 (23.41%) ETL
8 361 (21.72%) Data Modelling
9 346 (20.82%) AWS
10 280 (16.85%) AI
11 275 (16.55%) CI/CD
11 275 (16.55%) Data Quality
12 257 (15.46%) Databricks
13 242 (14.56%) Business Intelligence
14 222 (13.36%) Microsoft
15 215 (12.94%) Data Warehouse
16 212 (12.76%) Decision-Making
16 212 (12.76%) Security Cleared
17 193 (11.61%) Agile
18 175 (10.53%) Problem-Solving
19 173 (10.41%) Data Governance
20 166 (9.99%) Power Platform
21 164 (9.87%) Machine Learning
22 159 (9.57%) Power BI
23 155 (9.33%) GCP
24 154 (9.27%) Azure Data Factory
25 149 (8.97%) SC Cleared
26 148 (8.90%) Apache Airflow
26 148 (8.90%) DevOps
27 147 (8.84%) 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
1 148 (8.90%) Apache Airflow
2 90 (5.42%) Apache Spark
3 87 (5.23%) Apache
4 32 (1.93%) SAS
5 10 (0.60%) Palantir Foundry
6 5 (0.30%) Jupyter
7 4 (0.24%) Confluence
8 2 (0.12%) Apache Qpid
8 2 (0.12%) Luigi
8 2 (0.12%) Oracle Application Server
8 2 (0.12%) SharePoint
9 1 (0.060%) ArcGIS
9 1 (0.060%) GeoServer
Applications
1 12 (0.72%) Microsoft Excel
2 5 (0.30%) Microsoft Office
3 1 (0.060%) Chatbot
3 1 (0.060%) Microsoft PowerPoint
3 1 (0.060%) Spreadsheet
Business Applications
1 3 (0.18%) Dynamics CRM
2 2 (0.12%) SAP Business One
3 1 (0.060%) FastStats
3 1 (0.060%) Primavera
Cloud Services
1 449 (27.02%) Azure
2 346 (20.82%) AWS
3 166 (9.99%) Power Platform
4 155 (9.33%) GCP
5 154 (9.27%) Azure Data Factory
6 115 (6.92%) dbt
7 110 (6.62%) Snowflake
8 72 (4.33%) Azure Synapse Analytics
9 62 (3.73%) Azure DevOps
10 56 (3.37%) Amazon S3
11 55 (3.31%) Serverless
12 50 (3.01%) SaaS
13 41 (2.47%) AWS Lambda
14 33 (1.99%) GitHub
15 23 (1.38%) Fivetran
16 22 (1.32%) Amazon Kinesis
17 21 (1.26%) Dagster
18 19 (1.14%) Amazon EMR
18 19 (1.14%) GitHub Actions
19 17 (1.02%) Azure Logic Apps
Communications & Networking
1 30 (1.81%) Broadband
2 18 (1.08%) Structured Cabling
3 10 (0.60%) Wi-Fi
4 5 (0.30%) DSLAM
4 5 (0.30%) Software-Defined Radio
4 5 (0.30%) Wireless
5 2 (0.12%) 4G
5 2 (0.12%) 5G
5 2 (0.12%) Internet
6 1 (0.060%) Kerberos
6 1 (0.060%) LTE
Database & Business Intelligence
1 215 (12.94%) Data Warehouse
2 159 (9.57%) Power BI
3 97 (5.84%) Data Lake
4 93 (5.60%) SQL Server
5 66 (3.97%) BigQuery
6 64 (3.85%) Relational Database
7 61 (3.67%) Big Data
8 59 (3.55%) Amazon Redshift
9 52 (3.13%) NoSQL
10 49 (2.95%) Azure SQL Database
11 46 (2.77%) Metadata
12 44 (2.65%) SQL Server Integration Services
13 38 (2.29%) PostgreSQL
13 38 (2.29%) Spark SQL
14 31 (1.87%) Delta Lake
14 31 (1.87%) Tableau
15 29 (1.74%) Amazon Athena
16 28 (1.68%) SQL Server Reporting Services
17 27 (1.62%) Star Schema
18 22 (1.32%) Semantic Layer
Development Applications
1 85 (5.11%) Git
2 15 (0.90%) Jenkins
3 8 (0.48%) GitLab
3 8 (0.48%) JIRA
4 5 (0.30%) Visual Studio
5 2 (0.12%) MLflow
6 1 (0.060%) DBeaver
6 1 (0.060%) Deequ
6 1 (0.060%) ERwin
6 1 (0.060%) Oracle APEX
6 1 (0.060%) Robot Framework
6 1 (0.060%) Selenium
6 1 (0.060%) SQL Server Management Studio (SSMS)
6 1 (0.060%) TeamCity
6 1 (0.060%) VSS/SourceSafe
6 1 (0.060%) Yeoman
General
1 183 (11.01%) Finance
2 169 (10.17%) Social Skills
3 130 (7.82%) Analytical Skills
4 116 (6.98%) Public Sector
5 38 (2.29%) Law
6 30 (1.81%) Manufacturing
7 29 (1.74%) Marketing
7 29 (1.74%) Retail
8 27 (1.62%) Inclusion and Diversity
9 24 (1.44%) Telecoms
10 17 (1.02%) Banking
11 12 (0.72%) Advertising
11 12 (0.72%) Health Technology
12 9 (0.54%) Automotive
13 8 (0.48%) Documentation Skills
13 8 (0.48%) Military
14 6 (0.36%) Games
14 6 (0.36%) Presentation Skills
15 5 (0.30%) Influencing Skills
15 5 (0.30%) Organisational Skills
Libraries, Frameworks & Software Standards
1 128 (7.70%) PySpark
2 93 (5.60%) Kafka
3 19 (1.14%) REST
4 17 (1.02%) Pandas
5 13 (0.78%) JSON
6 12 (0.72%) Apache NiFi
6 12 (0.72%) ARM Templates
7 10 (0.60%) gRPC
8 6 (0.36%) Node.js
8 6 (0.36%) NumPy
9 5 (0.30%) EDI
9 5 (0.30%) Great Expectations
9 5 (0.30%) LangChain
9 5 (0.30%) PyTorch
9 5 (0.30%) XML
9 5 (0.30%) YAML
10 4 (0.24%) Apache Beam
10 4 (0.24%) RabbitMQ
10 4 (0.24%) React
10 4 (0.24%) TensorFlow
Miscellaneous
1 71 (4.27%) Cloud Native
2 28 (1.68%) Product Ownership
3 22 (1.32%) Data Structures
4 19 (1.14%) Driving Licence
5 17 (1.02%) Onboarding
6 16 (0.96%) Distributed Computing
6 16 (0.96%) Distributed Systems
7 15 (0.90%) Greenfield Project
8 13 (0.78%) Fibre Optics
9 12 (0.72%) Video\Live Streaming
10 11 (0.66%) Hedge funds
10 11 (0.66%) Legacy Systems
10 11 (0.66%) NHS
10 11 (0.66%) Over-the-Top Content
11 10 (0.60%) Marketing Technology
11 10 (0.60%) Sports Betting
12 7 (0.42%) AI Agents
12 7 (0.42%) Algorithms
12 7 (0.42%) Operational Technology
12 7 (0.42%) Replication
Operating Systems
1 16 (0.96%) Linux
2 4 (0.24%) Windows
3 1 (0.060%) Unix
3 1 (0.060%) Windows Server
Processes & Methodologies
1 551 (33.15%) Data Pipeline
2 522 (31.41%) Analytics
3 474 (28.52%) Data Engineering
4 389 (23.41%) ETL
5 361 (21.72%) Data Modelling
6 280 (16.85%) AI
7 275 (16.55%) CI/CD
8 242 (14.56%) Business Intelligence
9 212 (12.76%) Decision-Making
10 193 (11.61%) Agile
11 175 (10.53%) Problem-Solving
12 173 (10.41%) Data Governance
13 164 (9.87%) Machine Learning
14 148 (8.90%) DevOps
15 143 (8.60%) Data Science
16 138 (8.30%) Platform Engineering
17 137 (8.24%) Data Architecture
18 123 (7.40%) Mentoring
19 98 (5.90%) Data Integration
19 98 (5.90%) Data Transformation
Programming Languages
1 596 (35.86%) SQL
2 588 (35.38%) Python
3 58 (3.49%) Scala
4 53 (3.19%) Java
5 20 (1.20%) Bash
5 20 (1.20%) PowerShell
6 14 (0.84%) T-SQL
7 13 (0.78%) Go
8 12 (0.72%) C++
8 12 (0.72%) Data Analysis Expressions
9 10 (0.60%) TypeScript
10 9 (0.54%) C#
11 8 (0.48%) R
12 7 (0.42%) Groovy
13 6 (0.36%) Bicep
14 5 (0.30%) JavaScript
14 5 (0.30%) Kusto Query Language
15 4 (0.24%) PL/SQL
16 3 (0.18%) VBA
17 2 (0.12%) Rust
Qualifications
1 212 (12.76%) Security Cleared
2 149 (8.97%) SC Cleared
3 72 (4.33%) Degree
4 69 (4.15%) DV Cleared
5 38 (2.29%) Computer Science Degree
6 18 (1.08%) Azure Certification
7 14 (0.84%) Master's Degree
8 11 (0.66%) BPSS Clearance
9 9 (0.54%) DBS Check
10 6 (0.36%) AWS Certification
11 5 (0.30%) Microsoft Certification
12 3 (0.18%) CITP
13 2 (0.12%) AWS Certified Solutions Architect
14 1 (0.060%) AWS Certified DevOps Engineer
14 1 (0.060%) CISM
14 1 (0.060%) CISSP
14 1 (0.060%) City & Guilds
14 1 (0.060%) SnowPro
Quality Assurance & Compliance
1 275 (16.55%) Data Quality
2 40 (2.41%) GDPR
3 18 (1.08%) SLA
4 16 (0.96%) QA
5 8 (0.48%) Accessibility
6 2 (0.12%) ISO/IEC 27001
6 2 (0.12%) SOC 2
7 1 (0.060%) HIPAA
7 1 (0.060%) PCI DSS
System Software
1 64 (3.85%) Docker
2 1 (0.060%) Active Directory
Systems Management
1 147 (8.84%) Terraform
2 35 (2.11%) Kubernetes
3 7 (0.42%) Grafana
4 4 (0.24%) Ansible
5 3 (0.18%) Kibana
5 3 (0.18%) Packer
5 3 (0.18%) Prometheus
6 2 (0.12%) CASB
7 1 (0.060%) Kubeflow
Vendors
1 257 (15.46%) Databricks
2 222 (13.36%) Microsoft
3 37 (2.23%) Google
4 23 (1.38%) Oracle
5 19 (1.14%) Salesforce
6 15 (0.90%) Palantir
7 13 (0.78%) Foundry
7 13 (0.78%) Informatica
8 12 (0.72%) Talend
9 10 (0.60%) Typelevel
10 9 (0.54%) SAP
11 7 (0.42%) OpenAI
12 5 (0.30%) BT
12 5 (0.30%) Cloudera
13 3 (0.18%) Confluent
13 3 (0.18%) Planon
14 2 (0.12%) Alteryx
14 2 (0.12%) iManage
14 2 (0.12%) Intapp
14 2 (0.12%) Splunk