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 20 July 2026.

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

6 months to
20 Jul 2026
Same period 2025 Same period 2024
Rank 94 220 168
Rank change year-on-year +126 -52 -24
Permanent jobs requiring a Data Engineer 1,685 650 1,402
As % of all permanent jobs in England 1.90% 1.50% 1.67%
As % of the Job Titles category 2.02% 1.65% 1.76%
Number of salaries quoted 1,295 504 1,055
10th Percentile £45,000 £50,000 £36,250
25th Percentile £55,000 £57,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £67,500
Median % change year-on-year - +3.70% -6.90%
75th Percentile £85,000 £90,000 £85,625
90th Percentile £96,250 £115,000 £100,000
UK median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% -3.57%

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 83,530 39,318 79,484
% of permanent jobs with a recognized job title 94.32% 90.44% 94.64%
Number of salaries quoted 58,858 23,754 57,439
10th Percentile £30,000 £28,750 £29,250
25th Percentile £40,000 £37,750 £39,750
Median annual salary (50th Percentile) £57,500 £55,000 £54,399
Median % change year-on-year +4.55% +1.11% -9.34%
75th Percentile £75,250 £75,000 £71,250
90th Percentile £97,500 £97,500 £90,000
UK median annual salary £55,000 £55,000 £53,500
% change year-on-year - +2.80% -10.83%

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 July 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 July 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 +40 580 £83,750 -1.47% 120
North of England +135 426 £70,000 +16.67% 82
South East +134 261 £60,000 -7.69% 85
North West +113 216 £70,000 +13.02% 38
Midlands +68 177 £68,750 +5.77% 33
South West +43 157 £60,000 -17.24% 29
Yorkshire +39 133 £75,000 +25.00% 21
West Midlands +69 128 £70,000 +16.67% 23
North East +18 77 £62,500 +8.70% 23
East of England +20 64 £60,000 -7.87% 13
East Midlands +2 49 £52,500 -19.23% 10
Data Engineer
UK

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

For the 6 months to 20 July 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.

1 606 (35.96%) SQL
2 594 (35.25%) Python
3 548 (32.52%) Data Pipeline
4 537 (31.87%) Analytics
5 479 (28.43%) Data Engineering
6 464 (27.54%) Azure
7 387 (22.97%) ETL
8 366 (21.72%) Data Modelling
9 345 (20.47%) AWS
10 293 (17.39%) AI
11 285 (16.91%) Data Quality
12 274 (16.26%) CI/CD
13 256 (15.19%) Databricks
14 248 (14.72%) Business Intelligence
15 241 (14.30%) Microsoft
16 220 (13.06%) Data Warehouse
17 216 (12.82%) Decision-Making
18 210 (12.46%) Security Cleared
19 197 (11.69%) Agile
20 185 (10.98%) Data Governance
21 182 (10.80%) Problem-Solving
22 177 (10.50%) Power Platform
23 170 (10.09%) Power BI
24 164 (9.73%) Machine Learning
25 158 (9.38%) GCP
26 156 (9.26%) Azure Data Factory
27 155 (9.20%) DevOps
28 150 (8.90%) Terraform
29 147 (8.72%) Apache Airflow
30 142 (8.43%) Data Architecture

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 (8.72%) Apache Airflow
2 100 (5.93%) Apache Spark
3 90 (5.34%) Apache
4 32 (1.90%) SAS
5 9 (0.53%) Palantir Foundry
6 5 (0.30%) Jupyter
7 2 (0.12%) ArcGIS
7 2 (0.12%) Confluence
7 2 (0.12%) Luigi
7 2 (0.12%) SharePoint
8 1 (0.059%) GeoServer
8 1 (0.059%) Oracle Application Server
Applications
1 14 (0.83%) Microsoft Excel
2 4 (0.24%) Microsoft Office
3 1 (0.059%) Microsoft PowerPoint
3 1 (0.059%) Spreadsheet
Business Applications
1 3 (0.18%) Dynamics CRM
2 2 (0.12%) SAP Business One
3 1 (0.059%) FastStats
3 1 (0.059%) NetSuite
3 1 (0.059%) Primavera
Cloud Services
1 464 (27.54%) Azure
2 345 (20.47%) AWS
3 177 (10.50%) Power Platform
4 158 (9.38%) GCP
5 156 (9.26%) Azure Data Factory
6 111 (6.59%) dbt
7 106 (6.29%) Snowflake
8 74 (4.39%) Azure Synapse Analytics
9 64 (3.80%) Azure DevOps
10 57 (3.38%) SaaS
11 56 (3.32%) Serverless
12 50 (2.97%) Amazon S3
13 41 (2.43%) AWS Lambda
14 30 (1.78%) GitHub
15 23 (1.36%) Fivetran
16 21 (1.25%) Azure Logic Apps
17 20 (1.19%) Amazon EMR
17 20 (1.19%) Amazon Kinesis
17 20 (1.19%) Dagster
17 20 (1.19%) Microsoft Purview
Communications & Networking
1 28 (1.66%) Broadband
2 17 (1.01%) Structured Cabling
3 8 (0.47%) Wi-Fi
4 5 (0.30%) DSLAM
5 4 (0.24%) Software-Defined Radio
5 4 (0.24%) Wireless
6 2 (0.12%) 4G
6 2 (0.12%) 5G
6 2 (0.12%) Internet
7 1 (0.059%) Kerberos
Database & Business Intelligence
1 220 (13.06%) Data Warehouse
2 170 (10.09%) Power BI
3 106 (6.29%) SQL Server
4 99 (5.88%) Data Lake
5 69 (4.09%) Big Data
6 64 (3.80%) BigQuery
7 62 (3.68%) Relational Database
8 58 (3.44%) Amazon Redshift
9 54 (3.20%) Azure SQL Database
9 54 (3.20%) NoSQL
10 46 (2.73%) Metadata
11 42 (2.49%) PostgreSQL
11 42 (2.49%) SQL Server Integration Services
12 35 (2.08%) Spark SQL
13 32 (1.90%) Delta Lake
13 32 (1.90%) Star Schema
14 31 (1.84%) Tableau
15 29 (1.72%) Amazon Athena
16 25 (1.48%) SQL Server Reporting Services
17 22 (1.31%) Semantic Layer
Development Applications
1 87 (5.16%) Git
2 17 (1.01%) Jenkins
3 10 (0.59%) GitLab
4 6 (0.36%) JIRA
5 5 (0.30%) Visual Studio
6 1 (0.059%) Bitbucket
6 1 (0.059%) Deequ
6 1 (0.059%) ERwin
6 1 (0.059%) MLflow
6 1 (0.059%) Oracle APEX
6 1 (0.059%) Selenium
6 1 (0.059%) Visual Studio Code
6 1 (0.059%) VSS/SourceSafe
6 1 (0.059%) Yeoman
General
1 177 (10.50%) Finance
2 170 (10.09%) Social Skills
3 140 (8.31%) Analytical Skills
4 107 (6.35%) Public Sector
5 36 (2.14%) Law
6 30 (1.78%) Marketing
7 27 (1.60%) Manufacturing
7 27 (1.60%) Retail
8 25 (1.48%) Inclusion and Diversity
9 21 (1.25%) Telecoms
10 14 (0.83%) Banking
11 12 (0.71%) Advertising
11 12 (0.71%) Health Technology
12 9 (0.53%) Military
13 7 (0.42%) Presentation Skills
14 6 (0.36%) Games
14 6 (0.36%) Influencing Skills
15 4 (0.24%) Documentation Skills
15 4 (0.24%) Front Office
15 4 (0.24%) Organisational Skills
Libraries, Frameworks & Software Standards
1 128 (7.60%) PySpark
2 99 (5.88%) Kafka
3 20 (1.19%) REST
4 17 (1.01%) Pandas
5 14 (0.83%) JSON
6 12 (0.71%) ARM Templates
7 11 (0.65%) Apache NiFi
8 10 (0.59%) gRPC
9 6 (0.36%) Node.js
9 6 (0.36%) XML
10 5 (0.30%) Great Expectations
10 5 (0.30%) NumPy
10 5 (0.30%) RESTful
10 5 (0.30%) YAML
11 4 (0.24%) EDI
11 4 (0.24%) FastAPI
11 4 (0.24%) Keycloak
11 4 (0.24%) React
12 3 (0.18%) SOAP
12 3 (0.18%) TensorFlow
Miscellaneous
1 76 (4.51%) Cloud Native
2 26 (1.54%) Product Ownership
3 24 (1.42%) Data Structures
4 21 (1.25%) Onboarding
5 20 (1.19%) Driving Licence
6 17 (1.01%) Distributed Computing
6 17 (1.01%) Greenfield Project
7 16 (0.95%) Distributed Systems
8 13 (0.77%) Hedge funds
9 11 (0.65%) Fibre Optics
9 11 (0.65%) Video\Live Streaming
10 10 (0.59%) Legacy Systems
10 10 (0.59%) Marketing Technology
10 10 (0.59%) NHS
10 10 (0.59%) Over-the-Top Content
10 10 (0.59%) Sports Betting
11 8 (0.47%) Analytical Mindset
11 8 (0.47%) Replication
12 7 (0.42%) Distributed Architecture
12 7 (0.42%) Virtual Team
Operating Systems
1 14 (0.83%) Linux
2 6 (0.36%) Windows
3 1 (0.059%) Unix
3 1 (0.059%) Windows Server
Processes & Methodologies
1 548 (32.52%) Data Pipeline
2 537 (31.87%) Analytics
3 479 (28.43%) Data Engineering
4 387 (22.97%) ETL
5 366 (21.72%) Data Modelling
6 293 (17.39%) AI
7 274 (16.26%) CI/CD
8 248 (14.72%) Business Intelligence
9 216 (12.82%) Decision-Making
10 197 (11.69%) Agile
11 185 (10.98%) Data Governance
12 182 (10.80%) Problem-Solving
13 164 (9.73%) Machine Learning
14 155 (9.20%) DevOps
15 142 (8.43%) Data Architecture
16 141 (8.37%) Data Science
17 137 (8.13%) Platform Engineering
18 126 (7.48%) Mentoring
19 101 (5.99%) Infrastructure as Code
20 98 (5.82%) Data Integration
Programming Languages
1 606 (35.96%) SQL
2 594 (35.25%) Python
3 58 (3.44%) Scala
4 52 (3.09%) Java
5 21 (1.25%) PowerShell
6 17 (1.01%) Bash
7 15 (0.89%) C++
7 15 (0.89%) Go
8 14 (0.83%) Data Analysis Expressions
8 14 (0.83%) T-SQL
9 10 (0.59%) C#
9 10 (0.59%) TypeScript
10 7 (0.42%) R
11 6 (0.36%) Bicep
11 6 (0.36%) Groovy
11 6 (0.36%) Kusto Query Language
12 5 (0.30%) JavaScript
13 3 (0.18%) PL/SQL
13 3 (0.18%) VBA
14 2 (0.12%) VBScript
Qualifications
1 210 (12.46%) Security Cleared
2 142 (8.43%) SC Cleared
3 79 (4.69%) DV Cleared
4 72 (4.27%) Degree
5 36 (2.14%) Computer Science Degree
6 21 (1.25%) Azure Certification
7 12 (0.71%) Master's Degree
8 10 (0.59%) BPSS Clearance
8 10 (0.59%) DBS Check
9 6 (0.36%) AWS Certification
10 5 (0.30%) Microsoft Certification
11 2 (0.12%) AWS Certified Solutions Architect
11 2 (0.12%) CITP
12 1 (0.059%) AWS Certified DevOps Engineer
12 1 (0.059%) CISM
12 1 (0.059%) CISSP
12 1 (0.059%) City & Guilds
12 1 (0.059%) SnowPro
Quality Assurance & Compliance
1 285 (16.91%) Data Quality
2 42 (2.49%) GDPR
3 22 (1.31%) QA
4 18 (1.07%) SLA
5 7 (0.42%) Accessibility
6 3 (0.18%) SOC 2
7 1 (0.059%) Actionable Recommendations
7 1 (0.059%) HIPAA
7 1 (0.059%) ISO/IEC 27001
7 1 (0.059%) PCI DSS
System Software
1 66 (3.92%) Docker
2 1 (0.059%) Active Directory
Systems Management
1 150 (8.90%) Terraform
2 34 (2.02%) Kubernetes
3 10 (0.59%) Grafana
4 6 (0.36%) Ansible
5 5 (0.30%) Packer
6 3 (0.18%) Kibana
6 3 (0.18%) Prometheus
7 2 (0.12%) CASB
8 1 (0.059%) Kubeflow
Vendors
1 256 (15.19%) Databricks
2 241 (14.30%) Microsoft
3 41 (2.43%) Google
4 21 (1.25%) Oracle
5 20 (1.19%) Informatica
6 18 (1.07%) Salesforce
7 14 (0.83%) Palantir
8 12 (0.71%) Foundry
8 12 (0.71%) Talend
9 10 (0.59%) Typelevel
10 9 (0.53%) SAP
11 5 (0.30%) BT
11 5 (0.30%) Cloudera
11 5 (0.30%) OpenAI
12 3 (0.18%) Confluent
13 2 (0.12%) iManage
13 2 (0.12%) Intapp
13 2 (0.12%) Planon
13 2 (0.12%) Splunk
14 1 (0.059%) Zoho