Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £70,000 per year, according to job vacancies posted during the 6 months leading to 23 June 2026.

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

6 months to
23 Jun 2026
Same period 2025 Same period 2024
Rank 98 221 156
Rank change year-on-year +123 -65 +2
Permanent jobs requiring a Data Engineer 1,580 635 1,666
As % of all permanent jobs in England 1.88% 1.59% 1.75%
As % of the Job Titles category 1.99% 1.76% 1.85%
Number of salaries quoted 1,217 494 1,240
10th Percentile £45,000 £49,125 £35,000
25th Percentile £53,750 £57,500 £47,500
Median annual salary (50th Percentile) £70,000 £73,750 £65,000
Median % change year-on-year -5.08% +13.46% -10.34%
75th Percentile £85,000 £96,250 £85,000
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £70,000 £72,500 £65,000
% change year-on-year -3.45% +11.54% -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 79,299 36,015 90,144
% of permanent jobs with a recognized job title 94.11% 89.94% 94.62%
Number of salaries quoted 55,805 21,039 66,729
10th Percentile £30,000 £28,822 £28,500
25th Percentile £40,000 £39,000 £38,500
Median annual salary (50th Percentile) £57,500 £57,500 £52,500
Median % change year-on-year - +9.52% -12.50%
75th Percentile £75,000 £77,500 £70,000
90th Percentile £96,250 £100,000 £90,000
UK median annual salary £55,000 £57,500 £52,500
% change year-on-year -4.35% +9.52% -12.50%

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 June 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 June 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 +30 551 £85,000 -5.56% 109
North of England +125 387 £67,500 +12.50% 59
South East +125 244 £60,000 -14.29% 77
North West +119 197 £70,000 +18.14% 28
Midlands +71 175 £65,000 +8.33% 55
South West +26 128 £52,500 -6.25% 29
West Midlands +71 126 £70,000 +18.64% 33
Yorkshire +36 124 £67,500 +12.50% 14
East of England +29 73 £60,000 -9.44% 15
North East +6 66 £62,500 - 17
East Midlands -2 49 £60,000 -7.69% 22
Data Engineer
UK

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

For the 6 months to 23 June 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.

1 575 (36.39%) SQL
2 571 (36.14%) Python
3 531 (33.61%) Data Pipeline
4 500 (31.65%) Analytics
5 458 (28.99%) Data Engineering
6 428 (27.09%) Azure
7 380 (24.05%) ETL
8 346 (21.90%) Data Modelling
9 332 (21.01%) AWS
10 272 (17.22%) CI/CD
11 266 (16.84%) AI
12 265 (16.77%) Data Quality
13 259 (16.39%) Databricks
14 236 (14.94%) Business Intelligence
15 206 (13.04%) Microsoft
15 206 (13.04%) Security Cleared
16 204 (12.91%) Data Warehouse
17 200 (12.66%) Decision-Making
18 188 (11.90%) Agile
19 166 (10.51%) Data Governance
20 161 (10.19%) Problem-Solving
21 158 (10.00%) Power Platform
22 157 (9.94%) Machine Learning
23 151 (9.56%) Azure Data Factory
23 151 (9.56%) Power BI
24 148 (9.37%) DevOps
24 148 (9.37%) SC Cleared
25 147 (9.30%) Apache Airflow
26 145 (9.18%) GCP
27 144 (9.11%) Data Science

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
1 147 (9.30%) Apache Airflow
2 88 (5.57%) Apache Spark
3 84 (5.32%) Apache
4 29 (1.84%) SAS
5 10 (0.63%) Palantir Foundry
6 5 (0.32%) Jupyter
7 4 (0.25%) Confluence
8 2 (0.13%) Apache Qpid
8 2 (0.13%) Luigi
8 2 (0.13%) Oracle Application Server
8 2 (0.13%) SharePoint
9 1 (0.063%) ArcGIS
9 1 (0.063%) GeoServer
Applications
1 12 (0.76%) Microsoft Excel
2 5 (0.32%) Microsoft Office
3 1 (0.063%) Chatbot
3 1 (0.063%) Microsoft PowerPoint
3 1 (0.063%) Spreadsheet
Business Applications
1 3 (0.19%) Dynamics CRM
2 2 (0.13%) SAP Business One
3 1 (0.063%) FastStats
3 1 (0.063%) Primavera
Cloud Services
1 428 (27.09%) Azure
2 332 (21.01%) AWS
3 158 (10.00%) Power Platform
4 151 (9.56%) Azure Data Factory
5 145 (9.18%) GCP
6 111 (7.03%) Snowflake
7 108 (6.84%) dbt
8 74 (4.68%) Azure Synapse Analytics
9 62 (3.92%) Azure DevOps
10 60 (3.80%) Amazon S3
11 52 (3.29%) Serverless
12 48 (3.04%) SaaS
13 38 (2.41%) AWS Lambda
14 34 (2.15%) GitHub
15 25 (1.58%) Amazon Kinesis
16 21 (1.33%) Dagster
16 21 (1.33%) Fivetran
17 19 (1.20%) GitHub Actions
18 18 (1.14%) Amazon EMR
19 16 (1.01%) Microsoft Purview
Communications & Networking
1 31 (1.96%) Broadband
2 24 (1.52%) Structured Cabling
3 14 (0.89%) Wi-Fi
4 5 (0.32%) DSLAM
4 5 (0.32%) Software-Defined Radio
4 5 (0.32%) Wireless
5 2 (0.13%) 4G
5 2 (0.13%) 5G
5 2 (0.13%) Internet
6 1 (0.063%) Kerberos
6 1 (0.063%) LTE
Database & Business Intelligence
1 204 (12.91%) Data Warehouse
2 151 (9.56%) Power BI
3 97 (6.14%) Data Lake
4 87 (5.51%) SQL Server
5 67 (4.24%) BigQuery
6 64 (4.05%) Relational Database
7 61 (3.86%) Amazon Redshift
8 59 (3.73%) Big Data
9 49 (3.10%) NoSQL
10 46 (2.91%) Metadata
11 45 (2.85%) Azure SQL Database
12 38 (2.41%) Spark SQL
13 36 (2.28%) PostgreSQL
13 36 (2.28%) SQL Server Integration Services
14 35 (2.22%) Delta Lake
15 32 (2.03%) Tableau
16 30 (1.90%) Amazon Athena
17 26 (1.65%) SQL Server Reporting Services
18 25 (1.58%) Star Schema
19 22 (1.39%) Semantic Layer
Development Applications
1 86 (5.44%) Git
2 15 (0.95%) Jenkins
3 8 (0.51%) JIRA
4 7 (0.44%) GitLab
5 5 (0.32%) Visual Studio
6 3 (0.19%) MLflow
7 2 (0.13%) TeamCity
8 1 (0.063%) DBeaver
8 1 (0.063%) Deequ
8 1 (0.063%) ERwin
8 1 (0.063%) Oracle APEX
8 1 (0.063%) Robot Framework
8 1 (0.063%) Selenium
8 1 (0.063%) SQL Server Management Studio (SSMS)
8 1 (0.063%) VSS/SourceSafe
8 1 (0.063%) Yeoman
General
1 182 (11.52%) Finance
2 156 (9.87%) Social Skills
3 125 (7.91%) Analytical Skills
4 113 (7.15%) Public Sector
5 38 (2.41%) Law
6 32 (2.03%) Manufacturing
7 29 (1.84%) Telecoms
8 28 (1.77%) Marketing
8 28 (1.77%) Retail
9 27 (1.71%) Inclusion and Diversity
10 19 (1.20%) Banking
11 12 (0.76%) Advertising
12 11 (0.70%) Health Technology
13 9 (0.57%) Automotive
14 8 (0.51%) Documentation Skills
14 8 (0.51%) Military
15 6 (0.38%) Games
15 6 (0.38%) Presentation Skills
16 5 (0.32%) Organisational Skills
17 3 (0.19%) Influencing Skills
Libraries, Frameworks & Software Standards
1 127 (8.04%) PySpark
2 93 (5.89%) Kafka
3 19 (1.20%) REST
4 17 (1.08%) Pandas
5 13 (0.82%) ARM Templates
5 13 (0.82%) JSON
6 12 (0.76%) Apache NiFi
7 10 (0.63%) gRPC
8 6 (0.38%) LangChain
8 6 (0.38%) Node.js
8 6 (0.38%) NumPy
9 5 (0.32%) EDI
9 5 (0.32%) Great Expectations
9 5 (0.32%) XML
9 5 (0.32%) YAML
10 4 (0.25%) Apache Beam
10 4 (0.25%) RabbitMQ
10 4 (0.25%) React
10 4 (0.25%) RESTful
11 3 (0.19%) Streamlit
Miscellaneous
1 69 (4.37%) Cloud Native
2 28 (1.77%) Product Ownership
3 22 (1.39%) Data Structures
4 19 (1.20%) Driving Licence
5 17 (1.08%) Fibre Optics
6 16 (1.01%) Distributed Systems
7 14 (0.89%) Distributed Computing
7 14 (0.89%) Greenfield Project
8 13 (0.82%) Video\Live Streaming
9 12 (0.76%) Onboarding
9 12 (0.76%) Over-the-Top Content
10 11 (0.70%) Legacy Systems
11 10 (0.63%) Data Centre
11 10 (0.63%) Hedge funds
11 10 (0.63%) Marketing Technology
11 10 (0.63%) NHS
11 10 (0.63%) Sports Betting
12 8 (0.51%) AI Agents
13 7 (0.44%) Replication
13 7 (0.44%) Self-Motivation
Operating Systems
1 15 (0.95%) Linux
2 3 (0.19%) Windows
3 1 (0.063%) Unix
3 1 (0.063%) Windows Server
Processes & Methodologies
1 531 (33.61%) Data Pipeline
2 500 (31.65%) Analytics
3 458 (28.99%) Data Engineering
4 380 (24.05%) ETL
5 346 (21.90%) Data Modelling
6 272 (17.22%) CI/CD
7 266 (16.84%) AI
8 236 (14.94%) Business Intelligence
9 200 (12.66%) Decision-Making
10 188 (11.90%) Agile
11 166 (10.51%) Data Governance
12 161 (10.19%) Problem-Solving
13 157 (9.94%) Machine Learning
14 148 (9.37%) DevOps
15 144 (9.11%) Data Science
16 135 (8.54%) Data Architecture
17 133 (8.42%) Platform Engineering
18 120 (7.59%) Mentoring
19 97 (6.14%) Infrastructure as Code
20 95 (6.01%) Data Integration
Programming Languages
1 575 (36.39%) SQL
2 571 (36.14%) Python
3 60 (3.80%) Scala
4 50 (3.16%) Java
5 22 (1.39%) Bash
6 17 (1.08%) PowerShell
7 13 (0.82%) T-SQL
8 12 (0.76%) Data Analysis Expressions
8 12 (0.76%) Go
9 9 (0.57%) C++
9 9 (0.57%) TypeScript
10 8 (0.51%) R
11 7 (0.44%) Bicep
12 6 (0.38%) C#
12 6 (0.38%) Groovy
13 5 (0.32%) JavaScript
14 4 (0.25%) PL/SQL
15 3 (0.19%) Kusto Query Language
15 3 (0.19%) VBA
16 2 (0.13%) Rust
Qualifications
1 206 (13.04%) Security Cleared
2 148 (9.37%) SC Cleared
3 70 (4.43%) Degree
4 61 (3.86%) DV Cleared
5 38 (2.41%) Computer Science Degree
6 18 (1.14%) Azure Certification
7 14 (0.89%) Master's Degree
8 9 (0.57%) BPSS Clearance
9 8 (0.51%) DBS Check
10 7 (0.44%) AWS Certification
11 5 (0.32%) Microsoft Certification
12 3 (0.19%) AWS Certified Solutions Architect
12 3 (0.19%) CITP
13 1 (0.063%) AWS Certified DevOps Engineer
13 1 (0.063%) CISM
13 1 (0.063%) CISSP
13 1 (0.063%) City & Guilds
13 1 (0.063%) SnowPro
Quality Assurance & Compliance
1 265 (16.77%) Data Quality
2 40 (2.53%) GDPR
3 20 (1.27%) SLA
4 13 (0.82%) QA
5 7 (0.44%) Accessibility
6 2 (0.13%) ISO/IEC 27001
6 2 (0.13%) SOC 2
7 1 (0.063%) HIPAA
7 1 (0.063%) PCI DSS
System Software
1 63 (3.99%) Docker
2 1 (0.063%) Active Directory
Systems Management
1 143 (9.05%) Terraform
2 37 (2.34%) Kubernetes
3 6 (0.38%) Grafana
4 3 (0.19%) Ansible
4 3 (0.19%) Kibana
4 3 (0.19%) Prometheus
5 2 (0.13%) CASB
5 2 (0.13%) Packer
6 1 (0.063%) Kubeflow
Vendors
1 259 (16.39%) Databricks
2 206 (13.04%) Microsoft
3 35 (2.22%) Google
4 23 (1.46%) Oracle
5 19 (1.20%) Salesforce
6 15 (0.95%) Palantir
7 13 (0.82%) Foundry
8 12 (0.76%) Informatica
9 11 (0.70%) Talend
10 10 (0.63%) Typelevel
11 9 (0.57%) SAP
12 8 (0.51%) OpenAI
13 5 (0.32%) BT
13 5 (0.32%) Cloudera
14 3 (0.19%) Confluent
14 3 (0.19%) Planon
15 2 (0.13%) Alteryx
15 2 (0.13%) iManage
15 2 (0.13%) Intapp
15 2 (0.13%) Splunk