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 24 April 2026.

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

6 months to
24 Apr 2026
Same period 2025 Same period 2024
Rank 115 178 152
Rank change year-on-year +63 -26 -4
Permanent jobs requiring a Data Engineer 1,287 673 1,559
As % of all permanent jobs in England 1.64% 1.80% 1.88%
As % of the Job Titles category 1.77% 2.02% 1.99%
Number of salaries quoted 988 538 1,130
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 £83,688
90th Percentile £96,250 £115,000 £95,125
UK median annual salary £70,000 £71,991 £65,000
% change year-on-year -2.77% +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 72,689 33,363 78,271
% of permanent jobs with a recognized job title 92.75% 89.26% 94.45%
Number of salaries quoted 47,571 21,428 59,865
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% -10.74%
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 24 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 24 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 +32 512 £80,000 -13.51% 138
North of England +40 240 £70,000 +12.00% 81
South East +52 199 £57,500 -17.86% 96
Midlands +36 145 £62,500 +8.70% 48
North West +40 123 £70,000 +5.66% 46
West Midlands +63 121 £62,500 +8.70% 41
Yorkshire -17 94 £68,750 +14.58% 16
South West -1 89 £53,850 -2.09% 35
East of England +15 78 £60,000 +9.09% 24
East Midlands -58 24 £63,750 +13.33% 7
North East -18 23 £70,000 -3.45% 21
Data Engineer
UK

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

For the 6 months to 24 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 (40.87%) SQL
2 512 (39.78%) Python
3 480 (37.30%) Data Pipeline
4 448 (34.81%) Data Engineering
5 444 (34.50%) Analytics
6 407 (31.62%) ETL
7 403 (31.31%) Azure
8 310 (24.09%) Data Modelling
9 276 (21.45%) AWS
10 243 (18.88%) Databricks
11 241 (18.73%) CI/CD
12 214 (16.63%) Business Intelligence
13 203 (15.77%) Data Quality
14 198 (15.38%) AI
15 187 (14.53%) Data Warehouse
16 173 (13.44%) Agile
17 166 (12.90%) Decision-Making
18 159 (12.35%) Azure Data Factory
19 154 (11.97%) Data Science
20 150 (11.66%) Microsoft
21 148 (11.50%) Data Governance
21 148 (11.50%) DevOps
21 148 (11.50%) Security Cleared
22 147 (11.42%) Power Platform
22 147 (11.42%) Problem-Solving
23 143 (11.11%) Power BI
24 136 (10.57%) Machine Learning
25 123 (9.56%) Apache Airflow
26 122 (9.48%) Data Architecture
27 120 (9.32%) 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
1 123 (9.56%) Apache Airflow
2 67 (5.21%) Apache Spark
3 65 (5.05%) Apache
4 15 (1.17%) SAS
5 9 (0.70%) Palantir Foundry
6 7 (0.54%) 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 (0.54%) 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
1 403 (31.31%) Azure
2 276 (21.45%) AWS
3 159 (12.35%) Azure Data Factory
4 147 (11.42%) Power Platform
5 117 (9.09%) GCP
6 96 (7.46%) dbt
6 96 (7.46%) Snowflake
7 89 (6.92%) Azure Synapse Analytics
8 67 (5.21%) Amazon S3
9 56 (4.35%) Azure DevOps
10 45 (3.50%) Serverless
11 42 (3.26%) SaaS
12 36 (2.80%) AWS Lambda
13 35 (2.72%) GitHub
14 25 (1.94%) Amazon Kinesis
15 19 (1.48%) Fivetran
16 18 (1.40%) Dagster
17 16 (1.24%) Amazon EMR
18 15 (1.17%) AWS Step Functions
18 15 (1.17%) GitHub Actions
Communications & Networking
1 27 (2.10%) Broadband
2 26 (2.02%) 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
1 187 (14.53%) Data Warehouse
2 143 (11.11%) Power BI
3 115 (8.94%) Data Lake
4 77 (5.98%) SQL Server
5 67 (5.21%) Relational Database
6 62 (4.82%) Amazon Redshift
7 56 (4.35%) Metadata
8 44 (3.42%) Azure SQL Database
8 44 (3.42%) Big Data
9 43 (3.34%) BigQuery
10 40 (3.11%) NoSQL
11 38 (2.95%) PostgreSQL
12 36 (2.80%) SQL Server Integration Services
13 35 (2.72%) Delta Lake
14 34 (2.64%) MySQL
15 31 (2.41%) SQL Server Reporting Services
15 31 (2.41%) Tableau
16 30 (2.33%) Spark SQL
17 29 (2.25%) Amazon Athena
18 24 (1.86%) Apache Iceberg
Development Applications
1 78 (6.06%) 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
1 192 (14.92%) Finance
2 127 (9.87%) Social Skills
3 104 (8.08%) Analytical Skills
4 89 (6.92%) Public Sector
5 36 (2.80%) Manufacturing
6 32 (2.49%) Telecoms
7 30 (2.33%) Law
8 28 (2.18%) Marketing
9 22 (1.71%) Retail
10 17 (1.32%) Banking
10 17 (1.32%) Inclusion and Diversity
11 12 (0.93%) Legal
12 11 (0.85%) Advertising
12 11 (0.85%) Documentation Skills
13 10 (0.78%) Automotive
13 10 (0.78%) Organisational Skills
14 8 (0.62%) Military
15 7 (0.54%) Aerospace
15 7 (0.54%) Health Technology
16 4 (0.31%) Billing
Libraries, Frameworks & Software Standards
1 120 (9.32%) PySpark
2 84 (6.53%) Kafka
3 20 (1.55%) Pandas
4 16 (1.24%) LangChain
5 12 (0.93%) PyTorch
6 11 (0.85%) REST
6 11 (0.85%) 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%) React
12 4 (0.31%) Streamlit
12 4 (0.31%) XML
Miscellaneous
1 41 (3.19%) Cloud Native
2 23 (1.79%) Distributed Systems
3 22 (1.71%) Product Ownership
4 20 (1.55%) Driving Licence
5 17 (1.32%) Fibre Optics
6 14 (1.09%) Onboarding
6 14 (1.09%) Video\Live Streaming
7 12 (0.93%) Data Centre
7 12 (0.93%) Legacy Systems
7 12 (0.93%) Over-the-Top Content
8 11 (0.85%) AI Agents
8 11 (0.85%) Data Structures
8 11 (0.85%) Distributed Computing
8 11 (0.85%) Self-Motivation
9 10 (0.78%) Greenfield Project
9 10 (0.78%) Marketing Technology
10 8 (0.62%) Management Information System
10 8 (0.62%) Replication
11 7 (0.54%) NHS
11 7 (0.54%) Social Media
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
1 480 (37.30%) Data Pipeline
2 448 (34.81%) Data Engineering
3 444 (34.50%) Analytics
4 407 (31.62%) ETL
5 310 (24.09%) Data Modelling
6 241 (18.73%) CI/CD
7 214 (16.63%) Business Intelligence
8 198 (15.38%) AI
9 173 (13.44%) Agile
10 166 (12.90%) Decision-Making
11 154 (11.97%) Data Science
12 148 (11.50%) Data Governance
12 148 (11.50%) DevOps
13 147 (11.42%) Problem-Solving
14 136 (10.57%) Machine Learning
15 122 (9.48%) Data Architecture
16 107 (8.31%) Mentoring
17 89 (6.92%) Platform Engineering
18 88 (6.84%) Data Integration
19 70 (5.44%) Infrastructure as Code
Programming Languages
1 526 (40.87%) SQL
2 512 (39.78%) Python
3 56 (4.35%) Scala
4 41 (3.19%) Java
5 25 (1.94%) Bash
6 16 (1.24%) PowerShell
7 13 (1.01%) T-SQL
8 11 (0.85%) C#
8 11 (0.85%) Go
9 10 (0.78%) Data Analysis Expressions
10 8 (0.62%) C++
10 8 (0.62%) R
10 8 (0.62%) TypeScript
11 7 (0.54%) JavaScript
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
1 148 (11.50%) Security Cleared
2 91 (7.07%) SC Cleared
3 68 (5.28%) Degree
4 41 (3.19%) Computer Science Degree
5 35 (2.72%) DV Cleared
6 15 (1.17%) Master's Degree
7 12 (0.93%) Azure Certification
8 9 (0.70%) BPSS Clearance
9 8 (0.62%) DBS Check
10 7 (0.54%) 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 (15.77%) Data Quality
2 43 (3.34%) GDPR
3 22 (1.71%) SLA
4 11 (0.85%) Accessibility
5 9 (0.70%) QA
6 5 (0.39%) ISO/IEC 27001
7 3 (0.23%) HIPAA
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 (4.66%) Docker
2 2 (0.16%) Active Directory
3 1 (0.078%) Apache ZooKeeper
3 1 (0.078%) HDFS
Systems Management
1 109 (8.47%) Terraform
2 44 (3.42%) Kubernetes
3 5 (0.39%) 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
1 243 (18.88%) Databricks
2 150 (11.66%) Microsoft
3 37 (2.87%) Oracle
4 23 (1.79%) Google
5 22 (1.71%) Talend
6 19 (1.48%) Informatica
7 18 (1.40%) Palantir
8 15 (1.17%) Salesforce
9 11 (0.85%) 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