Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £69,250 per year, according to job vacancies posted during the 6 months leading to 20 March 2026.

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

6 months to
20 Mar 2026
Same period 2025 Same period 2024
Rank 141 173 141
Rank change year-on-year +32 -32 +17
Permanent jobs requiring a Data Engineer 1,007 698 1,565
As % of all permanent jobs in England 1.51% 1.84% 2.09%
As % of the Job Titles category 1.64% 2.04% 2.21%
Number of salaries quoted 770 562 1,118
10th Percentile £45,972 £47,500 £35,000
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £69,250 £71,991 £65,000
Median % change year-on-year -3.81% +10.76% -7.87%
75th Percentile £85,000 £97,500 £85,000
90th Percentile £96,375 £115,000 £97,500
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +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 61,342 34,209 70,870
% of permanent jobs with a recognized job title 91.95% 90.25% 94.43%
Number of salaries quoted 40,037 20,975 55,785
10th Percentile £30,000 £31,500 £28,501
25th Percentile £40,000 £43,750 £38,750
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -9.19%
75th Percentile £75,000 £80,000 £72,500
90th Percentile £95,000 £100,000 £92,500
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -8.33%

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 20 March 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 20 March 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 +26 426 £80,000 -11.11% 168
North of England +6 155 £65,000 +4.00% 80
South East +11 140 £58,250 -16.79% 110
Midlands +35 132 £60,000 +9.09% 56
West Midlands +71 111 £60,000 +9.09% 43
North West +26 88 £65,000 +1.76% 44
South West +3 67 £70,000 +27.27% 42
East of England +34 64 £65,000 -1.89% 22
Yorkshire -41 54 £68,750 +14.58% 24
East Midlands -52 21 £65,000 +20.93% 13
North East -20 13 £65,000 +4.00% 14
Data Engineer
UK

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

For the 6 months to 20 March 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.

1 475 (47.17%) SQL
2 460 (45.68%) Python
3 407 (40.42%) Data Pipeline
4 390 (38.73%) Data Engineering
5 374 (37.14%) Analytics
6 359 (35.65%) ETL
7 352 (34.96%) Azure
8 272 (27.01%) Data Modelling
9 238 (23.63%) AWS
10 214 (21.25%) CI/CD
10 214 (21.25%) Databricks
11 193 (19.17%) Business Intelligence
12 177 (17.58%) Data Warehouse
13 173 (17.18%) Data Quality
14 156 (15.49%) AI
15 155 (15.39%) Agile
16 144 (14.30%) Azure Data Factory
17 143 (14.20%) Power Platform
18 142 (14.10%) Data Science
19 141 (14.00%) Power BI
19 141 (14.00%) Security Cleared
20 135 (13.41%) Data Governance
21 133 (13.21%) Decision-Making
22 132 (13.11%) Microsoft
23 131 (13.01%) DevOps
24 130 (12.91%) Problem-Solving
25 120 (11.92%) Machine Learning
26 112 (11.12%) Apache Airflow
27 110 (10.92%) Data Lake
28 102 (10.13%) GCP

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
1 112 (11.12%) Apache Airflow
2 70 (6.95%) Apache Spark
3 61 (6.06%) Apache
4 15 (1.49%) SAS
5 7 (0.70%) Confluence
6 4 (0.40%) Palantir Foundry
7 2 (0.20%) Apache Qpid
7 2 (0.20%) Oracle Application Server
8 1 (0.099%) Apache Solr
8 1 (0.099%) IIS
8 1 (0.099%) Oracle SOA Suite
8 1 (0.099%) SharePoint
Applications
1 9 (0.89%) Microsoft Excel
2 7 (0.70%) Microsoft Office
3 2 (0.20%) Chatbot
3 2 (0.20%) Microsoft PowerPoint
4 1 (0.099%) Notion
Business Applications
1 1 (0.099%) NetSuite
1 1 (0.099%) Oracle BPM
1 1 (0.099%) Primavera
1 1 (0.099%) SimCorp Dimension
Cloud Services
1 352 (34.96%) Azure
2 238 (23.63%) AWS
3 144 (14.30%) Azure Data Factory
4 143 (14.20%) Power Platform
5 102 (10.13%) GCP
6 88 (8.74%) Snowflake
7 84 (8.34%) dbt
8 82 (8.14%) Azure Synapse Analytics
9 63 (6.26%) Amazon S3
10 53 (5.26%) Azure DevOps
11 38 (3.77%) Serverless
12 34 (3.38%) AWS Lambda
13 32 (3.18%) SaaS
14 31 (3.08%) GitHub
15 24 (2.38%) Amazon Kinesis
16 19 (1.89%) Fivetran
17 16 (1.59%) Amazon EMR
18 15 (1.49%) Dagster
18 15 (1.49%) Matillion
18 15 (1.49%) Microsoft Purview
Communications & Networking
1 33 (3.28%) Structured Cabling
2 28 (2.78%) Wi-Fi
3 22 (2.18%) Broadband
4 5 (0.50%) DSLAM
5 4 (0.40%) Kerberos
6 1 (0.099%) 4G
6 1 (0.099%) 5G
6 1 (0.099%) LTE
6 1 (0.099%) Software-Defined Radio
6 1 (0.099%) Wireless
Database & Business Intelligence
1 177 (17.58%) Data Warehouse
2 141 (14.00%) Power BI
3 110 (10.92%) Data Lake
4 83 (8.24%) SQL Server
5 59 (5.86%) Amazon Redshift
6 56 (5.56%) Metadata
7 46 (4.57%) Azure SQL Database
8 42 (4.17%) Relational Database
9 39 (3.87%) Delta Lake
10 37 (3.67%) Big Data
11 36 (3.57%) BigQuery
11 36 (3.57%) SQL Server Integration Services
12 32 (3.18%) PostgreSQL
12 32 (3.18%) SQL Server Reporting Services
13 31 (3.08%) MySQL
14 29 (2.88%) NoSQL
15 28 (2.78%) Tableau
16 26 (2.58%) Apache Iceberg
17 25 (2.48%) Amazon Athena
18 19 (1.89%) MongoDB
Development Applications
1 67 (6.65%) Git
2 9 (0.89%) JIRA
3 8 (0.79%) Jenkins
3 8 (0.79%) MLflow
4 5 (0.50%) GitLab
5 4 (0.40%) LabVIEW
6 3 (0.30%) Visual Studio
7 2 (0.20%) Deequ
7 2 (0.20%) TeamCity
8 1 (0.099%) Bitbucket
8 1 (0.099%) DBeaver
8 1 (0.099%) Oracle APEX
8 1 (0.099%) Robot Framework
8 1 (0.099%) Selenium
8 1 (0.099%) SQL Server Management Studio (SSMS)
General
1 176 (17.48%) Finance
2 127 (12.61%) Social Skills
3 83 (8.24%) Analytical Skills
4 71 (7.05%) Public Sector
5 29 (2.88%) Law
5 29 (2.88%) Telecoms
6 28 (2.78%) Manufacturing
7 24 (2.38%) Legal
8 19 (1.89%) Banking
9 18 (1.79%) Marketing
9 18 (1.79%) Retail
10 17 (1.69%) Inclusion and Diversity
11 11 (1.09%) Automotive
11 11 (1.09%) Documentation Skills
12 8 (0.79%) Organisational Skills
13 7 (0.70%) Aerospace
13 7 (0.70%) Military
14 6 (0.60%) Advertising
14 6 (0.60%) Influencing Skills
15 5 (0.50%) Games
Libraries, Frameworks & Software Standards
1 98 (9.73%) PySpark
2 69 (6.85%) Kafka
3 17 (1.69%) Pandas
4 16 (1.59%) LangChain
5 12 (1.19%) PyTorch
6 11 (1.09%) JSON
6 11 (1.09%) TensorFlow
7 10 (0.99%) REST
8 8 (0.79%) Apache NiFi
8 8 (0.79%) gRPC
8 8 (0.79%) HTML
9 7 (0.70%) NumPy
9 7 (0.70%) XML
10 5 (0.50%) pytest
10 5 (0.50%) scikit-learn
10 5 (0.50%) Streamlit
11 4 (0.40%) ARM Templates
11 4 (0.40%) Node.js
11 4 (0.40%) OAuth2
11 4 (0.40%) RabbitMQ
Miscellaneous
1 37 (3.67%) Cloud Native
2 27 (2.68%) Driving Licence
3 22 (2.18%) Distributed Systems
4 20 (1.99%) Onboarding
5 17 (1.69%) Fibre Optics
6 15 (1.49%) Greenfield Project
6 15 (1.49%) Legacy Systems
7 14 (1.39%) Data Structures
7 14 (1.39%) Product Ownership
8 13 (1.29%) Data Centre
9 11 (1.09%) AI Agents
9 11 (1.09%) Distributed Computing
9 11 (1.09%) Self-Motivation
9 11 (1.09%) Video\Live Streaming
10 10 (0.99%) Over-the-Top Content
11 7 (0.70%) Enterprise Cloud
11 7 (0.70%) Replication
11 7 (0.70%) Social Media
12 6 (0.60%) Anti-Piracy
13 5 (0.50%) Legacy Applications
Operating Systems
1 14 (1.39%) Linux
2 5 (0.50%) Unix
3 1 (0.099%) Red Hat Enterprise Linux
3 1 (0.099%) Windows
Processes & Methodologies
1 407 (40.42%) Data Pipeline
2 390 (38.73%) Data Engineering
3 374 (37.14%) Analytics
4 359 (35.65%) ETL
5 272 (27.01%) Data Modelling
6 214 (21.25%) CI/CD
7 193 (19.17%) Business Intelligence
8 156 (15.49%) AI
9 155 (15.39%) Agile
10 142 (14.10%) Data Science
11 135 (13.41%) Data Governance
12 133 (13.21%) Decision-Making
13 131 (13.01%) DevOps
14 130 (12.91%) Problem-Solving
15 120 (11.92%) Machine Learning
16 95 (9.43%) Mentoring
17 82 (8.14%) Data Architecture
18 78 (7.75%) Data Integration
19 61 (6.06%) Platform Engineering
20 59 (5.86%) Migration
Programming Languages
1 475 (47.17%) SQL
2 460 (45.68%) Python
3 50 (4.97%) Scala
4 36 (3.57%) Java
5 24 (2.38%) T-SQL
6 22 (2.18%) Bash
7 16 (1.59%) C#
8 13 (1.29%) PowerShell
9 12 (1.19%) Data Analysis Expressions
10 11 (1.09%) TypeScript
11 10 (0.99%) C++
11 10 (0.99%) R
12 8 (0.79%) Go
12 8 (0.79%) JavaScript
13 6 (0.60%) Bicep
14 5 (0.50%) Groovy
14 5 (0.50%) PHP
15 3 (0.30%) Ruby
16 2 (0.20%) Rust
17 1 (0.099%) Korn
Qualifications
1 141 (14.00%) Security Cleared
2 85 (8.44%) SC Cleared
3 52 (5.16%) Degree
4 29 (2.88%) Computer Science Degree
4 29 (2.88%) DV Cleared
5 12 (1.19%) Master's Degree
6 10 (0.99%) Azure Certification
7 9 (0.89%) BPSS Clearance
8 7 (0.70%) DBS Check
8 7 (0.70%) Microsoft Certification
9 6 (0.60%) CISSP
10 5 (0.50%) AWS Certification
10 5 (0.50%) MCSE
10 5 (0.50%) OCP
10 5 (0.50%) Oracle Certification
11 4 (0.40%) AWS Certified Solutions Architect
12 3 (0.30%) SnowPro
13 1 (0.099%) AWS Certified DevOps Engineer
13 1 (0.099%) City & Guilds
13 1 (0.099%) PhD
Quality Assurance & Compliance
1 173 (17.18%) Data Quality
2 40 (3.97%) GDPR
3 15 (1.49%) SLA
4 11 (1.09%) Accessibility
5 6 (0.60%) ISO/IEC 27001
6 5 (0.50%) QA
7 3 (0.30%) HIPAA
8 1 (0.099%) California Consumer Privacy Act
8 1 (0.099%) NIST
8 1 (0.099%) PCI DSS
8 1 (0.099%) Sarbanes-Oxley
8 1 (0.099%) SOC 2
System Software
1 61 (6.06%) Docker
2 4 (0.40%) Active Directory
3 3 (0.30%) HDFS
4 1 (0.099%) Apache ZooKeeper
Systems Management
1 89 (8.84%) Terraform
2 47 (4.67%) Kubernetes
3 5 (0.50%) Ansible
4 3 (0.30%) Argo
4 3 (0.30%) Control-M
4 3 (0.30%) Grafana
5 1 (0.099%) Ambari
5 1 (0.099%) CASB
5 1 (0.099%) Kubeflow
5 1 (0.099%) Prometheus
5 1 (0.099%) Puppet
5 1 (0.099%) ZABBIX
Vendors
1 214 (21.25%) Databricks
2 132 (13.11%) Microsoft
3 32 (3.18%) Oracle
4 22 (2.18%) Google
5 16 (1.59%) Informatica
5 16 (1.59%) Talend
6 13 (1.29%) Palantir
7 9 (0.89%) OpenAI
8 8 (0.79%) Typelevel
9 7 (0.70%) Cloudera
9 7 (0.70%) Foundry
10 6 (0.60%) Dataiku
11 5 (0.50%) BT
11 5 (0.50%) Confluent
11 5 (0.50%) Dell
11 5 (0.50%) Netezza
11 5 (0.50%) SAP
12 4 (0.40%) IBM
13 3 (0.30%) BMC
13 3 (0.30%) Red Hat