Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £68,500 per year, according to job vacancies posted during the 6 months leading to 23 April 2026.

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

6 months to
23 Apr 2026
Same period 2025 Same period 2024
Rank 113 177 154
Rank change year-on-year +64 -23 -4
Permanent jobs requiring a Data Engineer 1,283 677 1,567
As % of all permanent jobs in England 1.64% 1.81% 1.90%
As % of the Job Titles category 1.77% 2.03% 2.01%
Number of salaries quoted 985 541 1,136
10th Percentile £45,000 £50,000 £32,500
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £68,500 £72,500 £65,000
Median % change year-on-year -5.52% +11.54% -10.34%
75th Percentile £85,000 £100,000 £83,563
90th Percentile £95,750 £115,000 £95,625
UK median annual salary £68,729 £71,991 £65,000
% change year-on-year -4.53% +10.76% -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 72,546 33,415 78,101
% of permanent jobs with a recognized job title 92.74% 89.21% 94.46%
Number of salaries quoted 47,462 21,467 59,800
10th Percentile £30,000 £30,750 £28,500
25th Percentile £40,000 £42,500 £38,000
Median annual salary (50th Percentile) £55,000 £60,000 £54,000
Median % change year-on-year -8.33% +11.11% -10.49%
75th Percentile £75,000 £78,750 £72,433
90th Percentile £95,000 £100,000 £91,250
UK median annual salary £55,000 £60,000 £53,000
% change year-on-year -8.33% +13.21% -11.67%

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 23 April 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 23 April 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 +31 508 £80,000 -13.51% 143
North of England +39 243 £70,000 +12.00% 91
South East +56 199 £57,500 -17.86% 91
Midlands +36 144 £62,500 +8.70% 44
North West +45 125 £70,000 +5.66% 51
West Midlands +54 120 £62,500 +8.70% 39
Yorkshire -8 95 £70,000 +16.67% 20
South West +6 88 £55,200 +0.36% 33
East of England +17 77 £60,000 +9.09% 27
East Midlands -48 24 £63,750 +13.33% 5
North East -27 23 £70,000 -3.45% 23
Data Engineer
UK

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

For the 6 months to 23 April 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.

1 525 (40.92%) SQL
2 509 (39.67%) Python
3 481 (37.49%) Data Pipeline
4 451 (35.15%) Data Engineering
5 447 (34.84%) Analytics
6 406 (31.64%) ETL
7 404 (31.49%) Azure
8 312 (24.32%) Data Modelling
9 276 (21.51%) AWS
10 246 (19.17%) Databricks
11 243 (18.94%) CI/CD
12 215 (16.76%) Business Intelligence
13 203 (15.82%) Data Quality
14 195 (15.20%) AI
15 189 (14.73%) Data Warehouse
16 173 (13.48%) Agile
17 166 (12.94%) Decision-Making
18 163 (12.70%) Azure Data Factory
19 155 (12.08%) Data Science
20 152 (11.85%) Microsoft
21 150 (11.69%) Data Governance
22 148 (11.54%) DevOps
22 148 (11.54%) Power Platform
23 147 (11.46%) Security Cleared
24 146 (11.38%) Problem-Solving
25 144 (11.22%) Power BI
26 134 (10.44%) Machine Learning
27 123 (9.59%) Data Architecture
28 122 (9.51%) Apache Airflow
29 120 (9.35%) PySpark

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
1 122 (9.51%) Apache Airflow
2 67 (5.22%) Apache Spark
3 64 (4.99%) Apache
4 15 (1.17%) SAS
5 9 (0.70%) Palantir Foundry
6 7 (0.55%) Confluence
7 2 (0.16%) Apache Qpid
7 2 (0.16%) Oracle Application Server
8 1 (0.078%) GeoServer
8 1 (0.078%) SharePoint
Applications
1 7 (0.55%) Microsoft Excel
2 5 (0.39%) Microsoft Office
3 2 (0.16%) Chatbot
4 1 (0.078%) Notion
Business Applications
1 1 (0.078%) NetSuite
1 1 (0.078%) Primavera
1 1 (0.078%) SimCorp Dimension
Cloud Services
1 404 (31.49%) Azure
2 276 (21.51%) AWS
3 163 (12.70%) Azure Data Factory
4 148 (11.54%) Power Platform
5 117 (9.12%) GCP
6 96 (7.48%) dbt
7 95 (7.40%) Snowflake
8 92 (7.17%) Azure Synapse Analytics
9 67 (5.22%) Amazon S3
10 56 (4.36%) Azure DevOps
11 46 (3.59%) Serverless
12 41 (3.20%) SaaS
13 37 (2.88%) AWS Lambda
14 35 (2.73%) GitHub
15 26 (2.03%) Amazon Kinesis
16 19 (1.48%) Fivetran
17 18 (1.40%) Dagster
18 16 (1.25%) Amazon EMR
18 16 (1.25%) AWS Step Functions
19 15 (1.17%) GitHub Actions
Communications & Networking
1 27 (2.10%) Broadband
2 26 (2.03%) Structured Cabling
3 18 (1.40%) Wi-Fi
4 5 (0.39%) DSLAM
5 3 (0.23%) Software-Defined Radio
5 3 (0.23%) Wireless
6 2 (0.16%) 4G
6 2 (0.16%) 5G
6 2 (0.16%) Internet
6 2 (0.16%) Kerberos
7 1 (0.078%) LTE
Database & Business Intelligence
1 189 (14.73%) Data Warehouse
2 144 (11.22%) Power BI
3 117 (9.12%) Data Lake
4 77 (6.00%) SQL Server
5 66 (5.14%) Relational Database
6 63 (4.91%) Amazon Redshift
7 57 (4.44%) Metadata
8 46 (3.59%) Azure SQL Database
9 45 (3.51%) Big Data
10 43 (3.35%) BigQuery
11 38 (2.96%) NoSQL
11 38 (2.96%) SQL Server Integration Services
12 37 (2.88%) PostgreSQL
13 35 (2.73%) Delta Lake
14 33 (2.57%) MySQL
14 33 (2.57%) SQL Server Reporting Services
15 31 (2.42%) Tableau
16 30 (2.34%) Spark SQL
17 29 (2.26%) Amazon Athena
18 24 (1.87%) Apache Iceberg
Development Applications
1 78 (6.08%) Git
2 9 (0.70%) JIRA
3 8 (0.62%) MLflow
4 6 (0.47%) Jenkins
5 4 (0.31%) GitLab
5 4 (0.31%) LabVIEW
6 3 (0.23%) Visual Studio
7 2 (0.16%) TeamCity
8 1 (0.078%) DBeaver
8 1 (0.078%) Deequ
8 1 (0.078%) Oracle APEX
8 1 (0.078%) Robot Framework
8 1 (0.078%) Selenium
8 1 (0.078%) SQL Server Management Studio (SSMS)
8 1 (0.078%) Yeoman
General
1 194 (15.12%) Finance
2 128 (9.98%) Social Skills
3 104 (8.11%) Analytical Skills
4 90 (7.01%) Public Sector
5 38 (2.96%) Manufacturing
6 32 (2.49%) Telecoms
7 30 (2.34%) Law
8 29 (2.26%) Marketing
9 23 (1.79%) Retail
10 17 (1.33%) Banking
10 17 (1.33%) Inclusion and Diversity
11 12 (0.94%) Legal
12 11 (0.86%) Advertising
12 11 (0.86%) Documentation Skills
13 10 (0.78%) Automotive
13 10 (0.78%) Organisational Skills
14 8 (0.62%) Military
15 7 (0.55%) Aerospace
15 7 (0.55%) Health Technology
16 5 (0.39%) Financial Institution
Libraries, Frameworks & Software Standards
1 120 (9.35%) PySpark
2 84 (6.55%) Kafka
3 20 (1.56%) Pandas
4 16 (1.25%) LangChain
5 12 (0.94%) PyTorch
6 11 (0.86%) REST
6 11 (0.86%) TensorFlow
7 10 (0.78%) gRPC
7 10 (0.78%) JSON
8 9 (0.70%) Apache NiFi
8 9 (0.70%) ARM Templates
9 8 (0.62%) HTML
10 6 (0.47%) NumPy
11 5 (0.39%) .NET
11 5 (0.39%) scikit-learn
12 4 (0.31%) Great Expectations
12 4 (0.31%) RabbitMQ
12 4 (0.31%) Streamlit
12 4 (0.31%) XML
13 3 (0.23%) Node.js
Miscellaneous
1 41 (3.20%) Cloud Native
2 23 (1.79%) Distributed Systems
3 22 (1.71%) Product Ownership
4 20 (1.56%) Driving Licence
5 17 (1.33%) Fibre Optics
6 14 (1.09%) Onboarding
6 14 (1.09%) Video\Live Streaming
7 12 (0.94%) Data Centre
7 12 (0.94%) Legacy Systems
7 12 (0.94%) Over-the-Top Content
8 11 (0.86%) AI Agents
8 11 (0.86%) Data Structures
8 11 (0.86%) Distributed Computing
8 11 (0.86%) Greenfield Project
8 11 (0.86%) Self-Motivation
9 10 (0.78%) Marketing Technology
10 8 (0.62%) Management Information System
10 8 (0.62%) Replication
11 7 (0.55%) Enterprise Cloud
11 7 (0.55%) NHS
Operating Systems
1 13 (1.01%) Linux
2 2 (0.16%) Unix
2 2 (0.16%) Windows
3 1 (0.078%) Red Hat Enterprise Linux
3 1 (0.078%) Windows Server
Processes & Methodologies
1 481 (37.49%) Data Pipeline
2 451 (35.15%) Data Engineering
3 447 (34.84%) Analytics
4 406 (31.64%) ETL
5 312 (24.32%) Data Modelling
6 243 (18.94%) CI/CD
7 215 (16.76%) Business Intelligence
8 195 (15.20%) AI
9 173 (13.48%) Agile
10 166 (12.94%) Decision-Making
11 155 (12.08%) Data Science
12 150 (11.69%) Data Governance
13 148 (11.54%) DevOps
14 146 (11.38%) Problem-Solving
15 134 (10.44%) Machine Learning
16 123 (9.59%) Data Architecture
17 109 (8.50%) Mentoring
18 88 (6.86%) Data Integration
18 88 (6.86%) Platform Engineering
19 69 (5.38%) Infrastructure as Code
Programming Languages
1 525 (40.92%) SQL
2 509 (39.67%) Python
3 57 (4.44%) Scala
4 42 (3.27%) Java
5 25 (1.95%) Bash
6 16 (1.25%) PowerShell
7 14 (1.09%) T-SQL
8 11 (0.86%) C#
8 11 (0.86%) Go
9 9 (0.70%) Data Analysis Expressions
10 8 (0.62%) C++
10 8 (0.62%) R
11 7 (0.55%) JavaScript
11 7 (0.55%) TypeScript
12 6 (0.47%) Bicep
12 6 (0.47%) Groovy
13 5 (0.39%) PHP
14 3 (0.23%) Ruby
15 2 (0.16%) Rust
16 1 (0.078%) Korn
Qualifications
1 147 (11.46%) Security Cleared
2 90 (7.01%) SC Cleared
3 68 (5.30%) Degree
4 41 (3.20%) Computer Science Degree
5 34 (2.65%) DV Cleared
6 15 (1.17%) Master's Degree
7 12 (0.94%) Azure Certification
8 9 (0.70%) BPSS Clearance
9 8 (0.62%) DBS Check
10 7 (0.55%) AWS Certification
11 4 (0.31%) AWS Certified Solutions Architect
11 4 (0.31%) CISSP
11 4 (0.31%) Microsoft Certification
12 3 (0.23%) CITP
12 3 (0.23%) MCSE
12 3 (0.23%) OCP
12 3 (0.23%) Oracle Certification
13 1 (0.078%) AWS Certified DevOps Engineer
13 1 (0.078%) CISM
13 1 (0.078%) PhD
Quality Assurance & Compliance
1 203 (15.82%) Data Quality
2 45 (3.51%) GDPR
3 22 (1.71%) SLA
4 11 (0.86%) Accessibility
5 9 (0.70%) QA
6 5 (0.39%) ISO/IEC 27001
7 3 (0.23%) HIPAA
8 1 (0.078%) California Consumer Privacy Act
8 1 (0.078%) NIST
8 1 (0.078%) PCI DSS
8 1 (0.078%) Sarbanes-Oxley
8 1 (0.078%) SOC 2
System Software
1 60 (4.68%) Docker
2 2 (0.16%) Active Directory
2 2 (0.16%) HDFS
3 1 (0.078%) Apache ZooKeeper
Systems Management
1 109 (8.50%) Terraform
2 45 (3.51%) Kubernetes
3 4 (0.31%) Grafana
4 3 (0.23%) Ansible
4 3 (0.23%) Argo
4 3 (0.23%) Control-M
4 3 (0.23%) Prometheus
5 1 (0.078%) CASB
5 1 (0.078%) Kubeflow
Vendors
1 246 (19.17%) Databricks
2 152 (11.85%) Microsoft
3 37 (2.88%) Oracle
4 23 (1.79%) Google
5 22 (1.71%) Talend
6 18 (1.40%) Informatica
7 17 (1.33%) Palantir
8 15 (1.17%) Salesforce
9 11 (0.86%) Foundry
10 10 (0.78%) Cloudera
10 10 (0.78%) Typelevel
11 9 (0.70%) OpenAI
12 6 (0.47%) SAP
13 5 (0.39%) BT
13 5 (0.39%) Confluent
13 5 (0.39%) Netezza
14 3 (0.23%) BMC
14 3 (0.23%) IBM
14 3 (0.23%) Planon
14 3 (0.23%) Red Hat