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 16 April 2026.

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

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 116 178 150
Rank change year-on-year +62 -28 +6
Permanent jobs requiring a Data Engineer 1,230 683 1,592
As % of all permanent jobs in England 1.62% 1.84% 1.94%
As % of the Job Titles category 1.75% 2.06% 2.06%
Number of salaries quoted 940 546 1,133
10th Percentile £45,000 £48,750 £32,750
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £67,500 £70,996 £65,000
Median % change year-on-year -4.92% +9.22% -10.34%
75th Percentile £85,000 £100,000 £83,250
90th Percentile £97,500 £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 70,451 33,096 77,387
% of permanent jobs with a recognized job title 92.56% 89.30% 94.45%
Number of salaries quoted 46,116 21,213 59,594
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £42,500 £38,250
Median annual salary (50th Percentile) £55,000 £60,000 £54,296
Median % change year-on-year -8.33% +10.51% -9.51%
75th Percentile £75,000 £79,500 £72,500
90th Percentile £95,000 £100,000 £91,250
UK median annual salary £55,000 £60,000 £53,795
% change year-on-year -8.33% +11.53% -10.34%

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 16 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 16 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 +32 486 £80,000 -13.51% 160
North of England +38 222 £70,000 +12.00% 95
South East +39 195 £57,500 -17.86% 83
Midlands +33 141 £62,500 +13.64% 48
North West +37 118 £70,000 +8.63% 63
West Midlands +56 117 £62,500 +13.64% 44
South West -4 90 £56,350 +2.45% 29
Yorkshire -17 83 £71,250 +18.75% 24
East of England +20 73 £65,000 +18.18% 17
East Midlands -50 24 £63,750 +15.91% 4
North East -18 21 £70,000 -3.45% 12
Data Engineer
UK

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

For the 6 months to 16 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.

1 517 (42.03%) SQL
2 503 (40.89%) Python
3 465 (37.80%) Data Pipeline
4 446 (36.26%) Data Engineering
5 438 (35.61%) Analytics
6 397 (32.28%) ETL
7 391 (31.79%) Azure
8 305 (24.80%) Data Modelling
9 269 (21.87%) AWS
10 242 (19.67%) Databricks
11 235 (19.11%) CI/CD
12 205 (16.67%) Business Intelligence
13 195 (15.85%) AI
13 195 (15.85%) Data Quality
14 189 (15.37%) Data Warehouse
15 177 (14.39%) Agile
16 157 (12.76%) Decision-Making
17 155 (12.60%) Azure Data Factory
18 152 (12.36%) Microsoft
19 151 (12.28%) Data Science
20 147 (11.95%) Data Governance
20 147 (11.95%) Problem-Solving
21 144 (11.71%) Security Cleared
22 143 (11.63%) DevOps
22 143 (11.63%) Power Platform
23 139 (11.30%) Power BI
24 132 (10.73%) Machine Learning
25 121 (9.84%) Apache Airflow
26 118 (9.59%) Data Architecture
27 116 (9.43%) 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
1 121 (9.84%) Apache Airflow
2 70 (5.69%) Apache Spark
3 65 (5.28%) Apache
4 16 (1.30%) SAS
5 9 (0.73%) Palantir Foundry
6 8 (0.65%) Confluence
7 2 (0.16%) Apache Qpid
7 2 (0.16%) Oracle Application Server
8 1 (0.081%) Apache Solr
8 1 (0.081%) GeoServer
8 1 (0.081%) IIS
8 1 (0.081%) Oracle SOA Suite
8 1 (0.081%) SharePoint
Applications
1 6 (0.49%) Microsoft Excel
2 5 (0.41%) Microsoft Office
3 2 (0.16%) Chatbot
4 1 (0.081%) Notion
Business Applications
1 1 (0.081%) NetSuite
1 1 (0.081%) Oracle BPM
1 1 (0.081%) Primavera
1 1 (0.081%) SimCorp Dimension
Cloud Services
1 391 (31.79%) Azure
2 269 (21.87%) AWS
3 155 (12.60%) Azure Data Factory
4 143 (11.63%) Power Platform
5 114 (9.27%) GCP
6 94 (7.64%) dbt
6 94 (7.64%) Snowflake
7 89 (7.24%) Azure Synapse Analytics
8 65 (5.28%) Amazon S3
9 52 (4.23%) Azure DevOps
10 42 (3.41%) Serverless
11 38 (3.09%) SaaS
12 34 (2.76%) AWS Lambda
12 34 (2.76%) GitHub
13 25 (2.03%) Amazon Kinesis
14 18 (1.46%) Dagster
15 17 (1.38%) Fivetran
16 16 (1.30%) AWS Step Functions
17 15 (1.22%) Amazon EMR
17 15 (1.22%) Microsoft Purview
Communications & Networking
1 27 (2.20%) Broadband
2 25 (2.03%) Structured Cabling
3 18 (1.46%) Wi-Fi
4 5 (0.41%) DSLAM
5 3 (0.24%) Software-Defined Radio
6 2 (0.16%) Internet
6 2 (0.16%) Kerberos
6 2 (0.16%) Wireless
7 1 (0.081%) 4G
7 1 (0.081%) 5G
7 1 (0.081%) LTE
Database & Business Intelligence
1 189 (15.37%) Data Warehouse
2 139 (11.30%) Power BI
3 116 (9.43%) Data Lake
4 81 (6.59%) SQL Server
5 61 (4.96%) Amazon Redshift
5 61 (4.96%) Relational Database
6 54 (4.39%) Metadata
7 45 (3.66%) Big Data
8 43 (3.50%) Azure SQL Database
9 42 (3.41%) BigQuery
10 40 (3.25%) SQL Server Integration Services
11 39 (3.17%) PostgreSQL
12 38 (3.09%) NoSQL
13 37 (3.01%) Delta Lake
14 34 (2.76%) SQL Server Reporting Services
15 33 (2.68%) MySQL
16 29 (2.36%) Tableau
17 27 (2.20%) Amazon Athena
18 25 (2.03%) Spark SQL
19 24 (1.95%) MongoDB
Development Applications
1 74 (6.02%) Git
2 10 (0.81%) JIRA
3 8 (0.65%) MLflow
4 7 (0.57%) Jenkins
5 4 (0.33%) GitLab
5 4 (0.33%) LabVIEW
6 3 (0.24%) Visual Studio
7 2 (0.16%) TeamCity
8 1 (0.081%) Bitbucket
8 1 (0.081%) DBeaver
8 1 (0.081%) Deequ
8 1 (0.081%) Oracle APEX
8 1 (0.081%) Robot Framework
8 1 (0.081%) Selenium
8 1 (0.081%) SQL Server Management Studio (SSMS)
8 1 (0.081%) Yeoman
General
1 194 (15.77%) Finance
2 127 (10.33%) Social Skills
3 102 (8.29%) Analytical Skills
4 88 (7.15%) Public Sector
5 35 (2.85%) Manufacturing
6 32 (2.60%) Law
7 30 (2.44%) Telecoms
8 28 (2.28%) Marketing
9 21 (1.71%) Retail
10 18 (1.46%) Banking
10 18 (1.46%) Inclusion and Diversity
11 14 (1.14%) Legal
12 11 (0.89%) Documentation Skills
13 10 (0.81%) Advertising
13 10 (0.81%) Automotive
13 10 (0.81%) Organisational Skills
14 8 (0.65%) Military
15 7 (0.57%) Aerospace
16 6 (0.49%) Financial Institution
16 6 (0.49%) Health Technology
Libraries, Frameworks & Software Standards
1 113 (9.19%) PySpark
2 81 (6.59%) Kafka
3 20 (1.63%) Pandas
4 16 (1.30%) LangChain
5 12 (0.98%) PyTorch
6 11 (0.89%) REST
6 11 (0.89%) TensorFlow
7 10 (0.81%) gRPC
7 10 (0.81%) JSON
8 9 (0.73%) Apache NiFi
9 8 (0.65%) ARM Templates
9 8 (0.65%) HTML
10 7 (0.57%) NumPy
11 5 (0.41%) .NET
11 5 (0.41%) scikit-learn
11 5 (0.41%) Streamlit
11 5 (0.41%) XML
12 4 (0.33%) CSS
12 4 (0.33%) pytest
12 4 (0.33%) RabbitMQ
Miscellaneous
1 40 (3.25%) Cloud Native
2 24 (1.95%) Distributed Systems
3 21 (1.71%) Product Ownership
4 19 (1.54%) Driving Licence
5 17 (1.38%) Fibre Optics
6 14 (1.14%) Onboarding
7 13 (1.06%) Video\Live Streaming
8 12 (0.98%) Data Centre
8 12 (0.98%) Data Structures
8 12 (0.98%) Distributed Computing
8 12 (0.98%) Legacy Systems
8 12 (0.98%) Over-the-Top Content
9 11 (0.89%) AI Agents
9 11 (0.89%) Greenfield Project
9 11 (0.89%) Self-Motivation
10 10 (0.81%) Marketing Technology
11 8 (0.65%) Management Information System
11 8 (0.65%) Replication
12 7 (0.57%) Enterprise Cloud
12 7 (0.57%) Social Media
Operating Systems
1 13 (1.06%) Linux
2 3 (0.24%) Unix
3 2 (0.16%) Windows
4 1 (0.081%) Red Hat Enterprise Linux
4 1 (0.081%) Windows Server
Processes & Methodologies
1 465 (37.80%) Data Pipeline
2 446 (36.26%) Data Engineering
3 438 (35.61%) Analytics
4 397 (32.28%) ETL
5 305 (24.80%) Data Modelling
6 235 (19.11%) CI/CD
7 205 (16.67%) Business Intelligence
8 195 (15.85%) AI
9 177 (14.39%) Agile
10 157 (12.76%) Decision-Making
11 151 (12.28%) Data Science
12 147 (11.95%) Data Governance
12 147 (11.95%) Problem-Solving
13 143 (11.63%) DevOps
14 132 (10.73%) Machine Learning
15 118 (9.59%) Data Architecture
16 106 (8.62%) Mentoring
17 89 (7.24%) Data Integration
18 83 (6.75%) Platform Engineering
19 67 (5.45%) Infrastructure as Code
Programming Languages
1 517 (42.03%) SQL
2 503 (40.89%) Python
3 55 (4.47%) Scala
4 39 (3.17%) Java
5 25 (2.03%) Bash
6 16 (1.30%) T-SQL
7 14 (1.14%) PowerShell
8 12 (0.98%) C#
8 12 (0.98%) Data Analysis Expressions
9 11 (0.89%) Go
10 8 (0.65%) C++
10 8 (0.65%) R
10 8 (0.65%) TypeScript
11 7 (0.57%) JavaScript
12 6 (0.49%) Bicep
12 6 (0.49%) Groovy
13 5 (0.41%) PHP
14 3 (0.24%) Ruby
15 2 (0.16%) Rust
16 1 (0.081%) Korn
Qualifications
1 144 (11.71%) Security Cleared
2 89 (7.24%) SC Cleared
3 65 (5.28%) Degree
4 38 (3.09%) Computer Science Degree
5 33 (2.68%) DV Cleared
6 13 (1.06%) Master's Degree
7 11 (0.89%) Azure Certification
8 9 (0.73%) BPSS Clearance
9 8 (0.65%) DBS Check
10 6 (0.49%) AWS Certification
11 4 (0.33%) AWS Certified Solutions Architect
11 4 (0.33%) CISSP
11 4 (0.33%) 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 (0.081%) AWS Certified DevOps Engineer
13 1 (0.081%) CISM
13 1 (0.081%) PhD
Quality Assurance & Compliance
1 195 (15.85%) Data Quality
2 46 (3.74%) GDPR
3 21 (1.71%) SLA
4 12 (0.98%) Accessibility
5 8 (0.65%) QA
6 6 (0.49%) ISO/IEC 27001
7 3 (0.24%) HIPAA
8 1 (0.081%) California Consumer Privacy Act
8 1 (0.081%) NIST
8 1 (0.081%) PCI DSS
8 1 (0.081%) Sarbanes-Oxley
8 1 (0.081%) SOC 2
System Software
1 62 (5.04%) Docker
2 3 (0.24%) HDFS
3 2 (0.16%) Active Directory
4 1 (0.081%) Apache ZooKeeper
Systems Management
1 106 (8.62%) Terraform
2 46 (3.74%) Kubernetes
3 5 (0.41%) Grafana
4 3 (0.24%) Ansible
4 3 (0.24%) Argo
4 3 (0.24%) Control-M
4 3 (0.24%) Prometheus
5 1 (0.081%) Ambari
5 1 (0.081%) CASB
5 1 (0.081%) Kubeflow
5 1 (0.081%) Puppet
5 1 (0.081%) ZABBIX
Vendors
1 242 (19.67%) Databricks
2 152 (12.36%) Microsoft
3 37 (3.01%) Oracle
4 24 (1.95%) Google
5 21 (1.71%) Talend
6 18 (1.46%) Informatica
7 17 (1.38%) Palantir
8 14 (1.14%) Salesforce
9 12 (0.98%) Foundry
10 10 (0.81%) Cloudera
10 10 (0.81%) Typelevel
11 9 (0.73%) OpenAI
12 5 (0.41%) BT
12 5 (0.41%) Confluent
12 5 (0.41%) Netezza
12 5 (0.41%) SAP
13 4 (0.33%) IBM
14 3 (0.24%) BMC
14 3 (0.24%) Dataiku
14 3 (0.24%) Red Hat