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 9 July 2026.

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

6 months to
9 Jul 2026
Same period 2025 Same period 2024
Rank 93 224 169
Rank change year-on-year +131 -55 -24
Permanent jobs requiring a Data Engineer 1,662 647 1,498
As % of all permanent jobs in England 1.92% 1.50% 1.67%
As % of the Job Titles category 2.03% 1.66% 1.76%
Number of salaries quoted 1,282 501 1,135
10th Percentile £45,000 £50,000 £35,000
25th Percentile £53,750 £57,500 £48,750
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 81,756 38,938 85,020
% of permanent jobs with a recognized job title 94.26% 90.41% 94.58%
Number of salaries quoted 57,481 23,375 62,455
10th Percentile £30,000 £28,822 £28,500
25th Percentile £40,000 £38,750 £38,750
Median annual salary (50th Percentile) £57,500 £56,000 £52,837
Median % change year-on-year +2.68% +5.99% -11.94%
75th Percentile £75,000 £76,250 £71,250
90th Percentile £97,500 £97,500 £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 9 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 9 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 +32 563 £85,000 - 202
North of England +139 414 £70,000 +16.67% 100
South East +133 268 £60,000 -14.29% 96
North West +123 209 £70,000 +16.67% 61
Midlands +71 180 £65,000 +1.96% 65
South West +38 150 £60,000 -4.00% 81
Yorkshire +34 132 £75,000 +25.00% 24
West Midlands +66 130 £70,000 +16.67% 41
North East +18 73 £62,500 +6.38% 18
East of England +24 67 £60,000 -7.87% 8
East Midlands -3 50 £60,000 -7.69% 25
Data Engineer
UK

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

For the 6 months to 9 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.

1 606 (36.46%) SQL
2 602 (36.22%) Python
3 558 (33.57%) Data Pipeline
4 532 (32.01%) Analytics
5 479 (28.82%) Data Engineering
6 454 (27.32%) Azure
7 396 (23.83%) ETL
8 366 (22.02%) Data Modelling
9 346 (20.82%) AWS
10 286 (17.21%) AI
11 282 (16.97%) Data Quality
12 275 (16.55%) CI/CD
13 259 (15.58%) Databricks
14 248 (14.92%) Business Intelligence
15 227 (13.66%) Microsoft
16 218 (13.12%) Data Warehouse
17 217 (13.06%) Decision-Making
18 204 (12.27%) Security Cleared
19 197 (11.85%) Agile
20 177 (10.65%) Data Governance
20 177 (10.65%) Problem-Solving
21 172 (10.35%) Power Platform
22 165 (9.93%) Machine Learning
22 165 (9.93%) Power BI
23 159 (9.57%) Azure Data Factory
24 154 (9.27%) GCP
25 151 (9.09%) DevOps
26 149 (8.97%) Terraform
27 148 (8.90%) Apache Airflow
28 144 (8.66%) 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 (8.90%) Apache Airflow
2 92 (5.54%) Apache Spark
3 89 (5.35%) 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
1 454 (27.32%) Azure
2 346 (20.82%) AWS
3 172 (10.35%) Power Platform
4 159 (9.57%) Azure Data Factory
5 154 (9.27%) GCP
6 115 (6.92%) dbt
7 111 (6.68%) Snowflake
8 75 (4.51%) Azure Synapse Analytics
9 61 (3.67%) Azure DevOps
10 55 (3.31%) Amazon S3
10 55 (3.31%) Serverless
11 54 (3.25%) SaaS
12 41 (2.47%) AWS Lambda
13 31 (1.87%) GitHub
14 23 (1.38%) Fivetran
15 21 (1.26%) Amazon Kinesis
15 21 (1.26%) Dagster
16 19 (1.14%) Amazon EMR
16 19 (1.14%) GitHub Actions
16 19 (1.14%) Microsoft Purview
Communications & Networking
1 30 (1.81%) Broadband
2 16 (0.96%) Structured Cabling
3 8 (0.48%) 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
1 218 (13.12%) Data Warehouse
2 165 (9.93%) Power BI
3 103 (6.20%) Data Lake
4 96 (5.78%) SQL Server
5 66 (3.97%) BigQuery
6 64 (3.85%) Relational Database
7 62 (3.73%) Big Data
8 58 (3.49%) Amazon Redshift
9 55 (3.31%) NoSQL
10 52 (3.13%) Azure SQL Database
11 44 (2.65%) Metadata
12 43 (2.59%) SQL Server Integration Services
13 42 (2.53%) PostgreSQL
14 37 (2.23%) Spark SQL
15 30 (1.81%) Delta Lake
15 30 (1.81%) Tableau
16 29 (1.74%) Star Schema
17 28 (1.68%) Amazon Athena
17 28 (1.68%) SQL Server Reporting Services
18 23 (1.38%) MongoDB
Development Applications
1 85 (5.11%) Git
2 16 (0.96%) 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
1 185 (11.13%) Finance
2 169 (10.17%) Social Skills
3 131 (7.88%) Analytical Skills
4 106 (6.38%) Public Sector
5 38 (2.29%) Law
6 30 (1.81%) Marketing
7 28 (1.68%) Retail
8 27 (1.62%) Inclusion and Diversity
8 27 (1.62%) Manufacturing
9 22 (1.32%) Telecoms
10 17 (1.02%) Banking
11 13 (0.78%) Advertising
12 12 (0.72%) Health Technology
13 9 (0.54%) Automotive
14 8 (0.48%) Documentation Skills
14 8 (0.48%) Military
15 6 (0.36%) Games
15 6 (0.36%) Presentation Skills
16 5 (0.30%) Influencing Skills
16 5 (0.30%) Organisational Skills
Libraries, Frameworks & Software Standards
1 129 (7.76%) PySpark
2 97 (5.84%) Kafka
3 20 (1.20%) REST
4 17 (1.02%) Pandas
5 14 (0.84%) Apache NiFi
6 13 (0.78%) JSON
7 12 (0.72%) ARM Templates
8 10 (0.60%) gRPC
9 6 (0.36%) Node.js
9 6 (0.36%) NumPy
10 5 (0.30%) EDI
10 5 (0.30%) Great Expectations
10 5 (0.30%) XML
10 5 (0.30%) YAML
11 4 (0.24%) Apache Beam
11 4 (0.24%) FastAPI
11 4 (0.24%) PyTorch
11 4 (0.24%) RabbitMQ
11 4 (0.24%) React
11 4 (0.24%) RESTful
Miscellaneous
1 72 (4.33%) Cloud Native
2 26 (1.56%) Product Ownership
3 23 (1.38%) Data Structures
4 19 (1.14%) Driving Licence
5 17 (1.02%) Distributed Computing
5 17 (1.02%) Onboarding
6 16 (0.96%) Distributed Systems
7 15 (0.90%) Greenfield Project
8 12 (0.72%) Hedge funds
8 12 (0.72%) Video\Live Streaming
9 11 (0.66%) Fibre Optics
9 11 (0.66%) NHS
9 11 (0.66%) Over-the-Top Content
10 10 (0.60%) Legacy Systems
10 10 (0.60%) Marketing Technology
10 10 (0.60%) Sports Betting
11 7 (0.42%) Algorithms
11 7 (0.42%) Operational Technology
11 7 (0.42%) Replication
12 6 (0.36%) Enterprise Cloud
Operating Systems
1 17 (1.02%) Linux
2 5 (0.30%) Windows
3 1 (0.060%) Unix
3 1 (0.060%) Windows Server
Processes & Methodologies
1 558 (33.57%) Data Pipeline
2 532 (32.01%) Analytics
3 479 (28.82%) Data Engineering
4 396 (23.83%) ETL
5 366 (22.02%) Data Modelling
6 286 (17.21%) AI
7 275 (16.55%) CI/CD
8 248 (14.92%) Business Intelligence
9 217 (13.06%) Decision-Making
10 197 (11.85%) Agile
11 177 (10.65%) Data Governance
11 177 (10.65%) Problem-Solving
12 165 (9.93%) Machine Learning
13 151 (9.09%) DevOps
14 144 (8.66%) Data Science
15 139 (8.36%) Data Architecture
15 139 (8.36%) Platform Engineering
16 123 (7.40%) Mentoring
17 102 (6.14%) Data Integration
18 101 (6.08%) Infrastructure as Code
Programming Languages
1 606 (36.46%) SQL
2 602 (36.22%) Python
3 58 (3.49%) Scala
4 55 (3.31%) Java
5 20 (1.20%) PowerShell
6 19 (1.14%) Bash
7 14 (0.84%) C++
7 14 (0.84%) Go
7 14 (0.84%) T-SQL
8 13 (0.78%) Data Analysis Expressions
9 10 (0.60%) TypeScript
10 9 (0.54%) C#
10 9 (0.54%) Groovy
11 7 (0.42%) R
12 6 (0.36%) Bicep
13 5 (0.30%) JavaScript
13 5 (0.30%) Kusto Query Language
14 4 (0.24%) PL/SQL
15 3 (0.18%) VBA
16 2 (0.12%) VBScript
Qualifications
1 204 (12.27%) Security Cleared
2 139 (8.36%) SC Cleared
3 72 (4.33%) DV Cleared
4 71 (4.27%) Degree
5 37 (2.23%) Computer Science Degree
6 19 (1.14%) 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
1 282 (16.97%) Data Quality
2 41 (2.47%) GDPR
3 18 (1.08%) SLA
4 17 (1.02%) 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 65 (3.91%) Docker
2 1 (0.060%) Active Directory
Systems Management
1 149 (8.97%) Terraform
2 36 (2.17%) Kubernetes
3 9 (0.54%) Grafana
4 5 (0.30%) Ansible
5 4 (0.24%) Packer
6 3 (0.18%) Kibana
6 3 (0.18%) Prometheus
7 2 (0.12%) CASB
8 1 (0.060%) Kubeflow
Vendors
1 259 (15.58%) Databricks
2 227 (13.66%) Microsoft
3 38 (2.29%) Google
4 23 (1.38%) Oracle
5 19 (1.14%) Salesforce
6 15 (0.90%) Informatica
6 15 (0.90%) Palantir
7 13 (0.78%) Foundry
8 12 (0.72%) Talend
9 10 (0.60%) Typelevel
10 9 (0.54%) SAP
11 5 (0.30%) BT
11 5 (0.30%) Cloudera
12 4 (0.24%) OpenAI
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