Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £67,500 per year, according to job vacancies posted during the 6 months leading to 21 April 2026.

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

6 months to
21 Apr 2026
Same period 2025 Same period 2024
Rank 116 175 155
Rank change year-on-year +59 -20 -4
Permanent jobs requiring a Data Engineer 1,270 684 1,566
As % of all permanent jobs in England 1.63% 1.83% 1.90%
As % of the Job Titles category 1.76% 2.05% 2.01%
Number of salaries quoted 971 548 1,131
10th Percentile £45,000 £48,469 £32,500
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £67,500 £72,246 £65,000
Median % change year-on-year -6.57% +11.15% -10.34%
75th Percentile £85,000 £100,000 £83,375
90th Percentile £96,250 £115,000 £96,250
UK median annual salary £68,500 £70,000 £65,000
% change year-on-year -2.14% +7.69% -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 72,201 33,355 77,747
% of permanent jobs with a recognized job title 92.71% 89.27% 94.44%
Number of salaries quoted 47,190 21,366 59,531
10th Percentile £30,000 £31,000 £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% -10.74%
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 21 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 21 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 +27 500 £80,000 -13.51% 155
North of England +34 238 £70,000 +12.00% 88
South East +45 200 £57,500 -17.86% 84
Midlands +41 142 £62,500 +13.64% 45
North West +34 123 £70,000 +7.69% 54
West Midlands +50 118 £62,500 +13.64% 41
Yorkshire -15 93 £71,250 +18.75% 20
South West -2 89 £55,200 +0.36% 35
East of England +18 77 £60,000 +9.09% 18
East Midlands -56 24 £63,750 +13.33% 4
North East -22 22 £70,000 -3.45% 18
Data Engineer
UK

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

For the 6 months to 21 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.

1 526 (41.42%) SQL
2 513 (40.39%) Python
3 482 (37.95%) Data Pipeline
4 453 (35.67%) Data Engineering
5 451 (35.51%) Analytics
6 405 (31.89%) ETL
7 401 (31.57%) Azure
8 310 (24.41%) Data Modelling
9 273 (21.50%) AWS
10 245 (19.29%) Databricks
11 241 (18.98%) CI/CD
12 211 (16.61%) Business Intelligence
13 203 (15.98%) Data Quality
14 195 (15.35%) AI
15 190 (14.96%) Data Warehouse
16 175 (13.78%) Agile
17 165 (12.99%) Decision-Making
18 160 (12.60%) Azure Data Factory
19 155 (12.20%) Data Science
20 152 (11.97%) Microsoft
21 148 (11.65%) Data Governance
21 148 (11.65%) Problem-Solving
22 147 (11.57%) Security Cleared
23 146 (11.50%) Power Platform
24 145 (11.42%) DevOps
25 142 (11.18%) Power BI
26 134 (10.55%) Machine Learning
27 123 (9.69%) Apache Airflow
28 122 (9.61%) Data Architecture
29 119 (9.37%) Data Lake

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
1 123 (9.69%) Apache Airflow
2 70 (5.51%) Apache Spark
3 66 (5.20%) Apache
4 16 (1.26%) SAS
5 9 (0.71%) Palantir Foundry
6 7 (0.55%) Confluence
7 2 (0.16%) Apache Qpid
7 2 (0.16%) Oracle Application Server
8 1 (0.079%) Apache Solr
8 1 (0.079%) GeoServer
8 1 (0.079%) SharePoint
Applications
1 7 (0.55%) Microsoft Excel
2 5 (0.39%) Microsoft Office
3 2 (0.16%) Chatbot
4 1 (0.079%) Notion
Business Applications
1 1 (0.079%) NetSuite
1 1 (0.079%) Primavera
1 1 (0.079%) SimCorp Dimension
Cloud Services
1 401 (31.57%) Azure
2 273 (21.50%) AWS
3 160 (12.60%) Azure Data Factory
4 146 (11.50%) Power Platform
5 117 (9.21%) GCP
6 98 (7.72%) dbt
7 96 (7.56%) Snowflake
8 92 (7.24%) Azure Synapse Analytics
9 66 (5.20%) Amazon S3
10 54 (4.25%) Azure DevOps
11 43 (3.39%) Serverless
12 40 (3.15%) SaaS
13 35 (2.76%) AWS Lambda
14 34 (2.68%) GitHub
15 25 (1.97%) Amazon Kinesis
16 19 (1.50%) Fivetran
17 18 (1.42%) Dagster
18 15 (1.18%) Amazon EMR
18 15 (1.18%) AWS Step Functions
19 14 (1.10%) Microsoft Purview
Communications & Networking
1 27 (2.13%) Broadband
2 26 (2.05%) Structured Cabling
3 18 (1.42%) Wi-Fi
4 5 (0.39%) DSLAM
5 3 (0.24%) Software-Defined Radio
5 3 (0.24%) Wireless
6 2 (0.16%) Internet
6 2 (0.16%) Kerberos
7 1 (0.079%) 4G
7 1 (0.079%) 5G
7 1 (0.079%) LTE
Database & Business Intelligence
1 190 (14.96%) Data Warehouse
2 142 (11.18%) Power BI
3 119 (9.37%) Data Lake
4 78 (6.14%) SQL Server
5 65 (5.12%) Relational Database
6 62 (4.88%) Amazon Redshift
7 56 (4.41%) Metadata
8 47 (3.70%) Azure SQL Database
9 44 (3.46%) Big Data
10 43 (3.39%) BigQuery
11 39 (3.07%) NoSQL
11 39 (3.07%) SQL Server Integration Services
12 38 (2.99%) PostgreSQL
13 35 (2.76%) Delta Lake
14 33 (2.60%) MySQL
14 33 (2.60%) SQL Server Reporting Services
15 31 (2.44%) Tableau
16 29 (2.28%) Spark SQL
17 28 (2.20%) Amazon Athena
18 24 (1.89%) Apache Iceberg
Development Applications
1 77 (6.06%) Git
2 9 (0.71%) JIRA
3 8 (0.63%) MLflow
4 6 (0.47%) Jenkins
5 4 (0.31%) GitLab
5 4 (0.31%) LabVIEW
6 3 (0.24%) Visual Studio
7 2 (0.16%) TeamCity
8 1 (0.079%) DBeaver
8 1 (0.079%) Deequ
8 1 (0.079%) Oracle APEX
8 1 (0.079%) Robot Framework
8 1 (0.079%) Selenium
8 1 (0.079%) SQL Server Management Studio (SSMS)
8 1 (0.079%) Yeoman
General
1 193 (15.20%) Finance
2 128 (10.08%) Social Skills
3 104 (8.19%) Analytical Skills
4 89 (7.01%) Public Sector
5 37 (2.91%) Manufacturing
6 31 (2.44%) Telecoms
7 30 (2.36%) Law
7 30 (2.36%) Marketing
8 23 (1.81%) Retail
9 18 (1.42%) Banking
9 18 (1.42%) Inclusion and Diversity
10 13 (1.02%) Legal
11 11 (0.87%) Advertising
11 11 (0.87%) Documentation Skills
12 10 (0.79%) Automotive
12 10 (0.79%) Organisational Skills
13 8 (0.63%) Military
14 7 (0.55%) Aerospace
15 6 (0.47%) Health Technology
16 5 (0.39%) Financial Institution
Libraries, Frameworks & Software Standards
1 119 (9.37%) PySpark
2 83 (6.54%) Kafka
3 21 (1.65%) Pandas
4 16 (1.26%) LangChain
5 12 (0.94%) PyTorch
6 11 (0.87%) TensorFlow
7 10 (0.79%) gRPC
7 10 (0.79%) JSON
7 10 (0.79%) REST
8 9 (0.71%) Apache NiFi
9 8 (0.63%) ARM Templates
9 8 (0.63%) HTML
10 7 (0.55%) 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 (0.24%) Node.js
Miscellaneous
1 41 (3.23%) Cloud Native
2 23 (1.81%) Distributed Systems
3 21 (1.65%) Product Ownership
4 20 (1.57%) Driving Licence
5 17 (1.34%) Fibre Optics
6 14 (1.10%) Onboarding
7 13 (1.02%) Video\Live Streaming
8 12 (0.94%) Data Centre
8 12 (0.94%) Data Structures
8 12 (0.94%) Distributed Computing
8 12 (0.94%) Legacy Systems
8 12 (0.94%) Over-the-Top Content
9 11 (0.87%) AI Agents
9 11 (0.87%) Greenfield Project
9 11 (0.87%) Self-Motivation
10 10 (0.79%) Marketing Technology
11 8 (0.63%) Management Information System
11 8 (0.63%) Replication
12 7 (0.55%) NHS
12 7 (0.55%) Social Media
Operating Systems
1 13 (1.02%) Linux
2 2 (0.16%) Unix
2 2 (0.16%) Windows
3 1 (0.079%) Red Hat Enterprise Linux
3 1 (0.079%) Windows Server
Processes & Methodologies
1 482 (37.95%) Data Pipeline
2 453 (35.67%) Data Engineering
3 451 (35.51%) Analytics
4 405 (31.89%) ETL
5 310 (24.41%) Data Modelling
6 241 (18.98%) CI/CD
7 211 (16.61%) Business Intelligence
8 195 (15.35%) AI
9 175 (13.78%) Agile
10 165 (12.99%) Decision-Making
11 155 (12.20%) Data Science
12 148 (11.65%) Data Governance
12 148 (11.65%) Problem-Solving
13 145 (11.42%) DevOps
14 134 (10.55%) Machine Learning
15 122 (9.61%) Data Architecture
16 107 (8.43%) Mentoring
17 89 (7.01%) Data Integration
18 86 (6.77%) Platform Engineering
19 69 (5.43%) Infrastructure as Code
Programming Languages
1 526 (41.42%) SQL
2 513 (40.39%) Python
3 58 (4.57%) Scala
4 43 (3.39%) Java
5 25 (1.97%) Bash
6 16 (1.26%) PowerShell
7 14 (1.10%) T-SQL
8 12 (0.94%) C#
9 11 (0.87%) Go
10 10 (0.79%) Data Analysis Expressions
11 8 (0.63%) C++
11 8 (0.63%) R
12 7 (0.55%) JavaScript
12 7 (0.55%) TypeScript
13 6 (0.47%) Bicep
13 6 (0.47%) Groovy
14 5 (0.39%) PHP
15 3 (0.24%) Ruby
16 2 (0.16%) Rust
17 1 (0.079%) Korn
Qualifications
1 147 (11.57%) Security Cleared
2 90 (7.09%) SC Cleared
3 68 (5.35%) Degree
4 41 (3.23%) Computer Science Degree
5 34 (2.68%) DV Cleared
6 16 (1.26%) Master's Degree
7 11 (0.87%) Azure Certification
8 9 (0.71%) BPSS Clearance
9 8 (0.63%) DBS Check
10 6 (0.47%) AWS Certification
11 4 (0.31%) AWS Certified Solutions Architect
11 4 (0.31%) CISSP
11 4 (0.31%) Microsoft Certification
12 3 (0.24%) CITP
12 3 (0.24%) MCSE
12 3 (0.24%) OCP
12 3 (0.24%) Oracle Certification
13 1 (0.079%) AWS Certified DevOps Engineer
13 1 (0.079%) City & Guilds
13 1 (0.079%) SnowPro
Quality Assurance & Compliance
1 203 (15.98%) Data Quality
2 45 (3.54%) GDPR
3 21 (1.65%) SLA
4 11 (0.87%) Accessibility
5 9 (0.71%) QA
6 6 (0.47%) ISO/IEC 27001
7 3 (0.24%) HIPAA
8 1 (0.079%) California Consumer Privacy Act
8 1 (0.079%) NIST
8 1 (0.079%) PCI DSS
8 1 (0.079%) Sarbanes-Oxley
8 1 (0.079%) SOC 2
System Software
1 61 (4.80%) Docker
2 2 (0.16%) Active Directory
2 2 (0.16%) HDFS
3 1 (0.079%) Apache ZooKeeper
Systems Management
1 109 (8.58%) Terraform
2 46 (3.62%) Kubernetes
3 4 (0.31%) Grafana
4 3 (0.24%) Ansible
4 3 (0.24%) Argo
4 3 (0.24%) Control-M
4 3 (0.24%) Prometheus
5 1 (0.079%) CASB
5 1 (0.079%) Kubeflow
Vendors
1 245 (19.29%) Databricks
2 152 (11.97%) Microsoft
3 37 (2.91%) Oracle
4 23 (1.81%) Google
5 21 (1.65%) Talend
6 18 (1.42%) Informatica
7 17 (1.34%) Palantir
8 15 (1.18%) Salesforce
9 11 (0.87%) Foundry
10 10 (0.79%) Cloudera
10 10 (0.79%) Typelevel
11 9 (0.71%) OpenAI
12 6 (0.47%) SAP
13 5 (0.39%) BT
13 5 (0.39%) Confluent
13 5 (0.39%) Netezza
14 4 (0.31%) IBM
15 3 (0.24%) BMC
15 3 (0.24%) Dataiku
15 3 (0.24%) Red Hat