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 3 September 2026.

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

6 months to
3 Sep 2026
Same period 2025 Same period 2024
Rank 95 229 169
Rank change year-on-year +134 -60 -30
Permanent jobs requiring a Data Engineer 1,830 598 1,100
As % of all permanent jobs in England 1.88% 1.37% 1.55%
As % of the Job Titles category 2.00% 1.52% 1.63%
Number of salaries quoted 1,375 464 856
10th Percentile £45,000 £47,000 £40,000
25th Percentile £51,250 £56,250 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -6.67%
75th Percentile £85,000 £85,000 £87,500
90th Percentile £100,000 £98,750 £107,500
UK median annual salary £70,000 £67,500 £70,000
% change year-on-year +3.70% -3.57% -3.45%

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 91,352 39,429 67,522
% of permanent jobs with a recognized job title 93.90% 90.48% 95.15%
Number of salaries quoted 64,592 23,886 43,564
10th Percentile £30,000 £28,500 £30,000
25th Percentile £40,000 £36,250 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -8.33%
75th Percentile £77,500 £75,000 £73,750
90th Percentile £100,000 £95,000 £92,500
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - -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 3 September 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 3 September 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 +47 599 £85,000 +6.25% 456
North of England +132 534 £65,000 +8.33% 128
South East +140 252 £62,500 -3.85% 138
North West +107 244 £67,500 +12.50% 70
Midlands +58 193 £70,000 +3.70% 60
South West +43 180 £70,000 - 62
Yorkshire +33 162 £67,500 +12.50% 26
West Midlands +53 138 £70,000 +7.69% 35
North East +32 128 £60,000 -11.11% 32
East of England +3 60 £55,000 +4.76% 26
East Midlands +7 55 £52,500 -22.22% 25
Data Engineer
UK

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

For the 6 months to 3 September 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.

1 660 (36.07%) SQL
2 612 (33.44%) Python
3 592 (32.35%) Analytics
4 573 (31.31%) Data Pipeline
5 554 (30.27%) Data Engineering
6 499 (27.27%) Azure
7 430 (23.50%) ETL
8 385 (21.04%) Data Modelling
9 370 (20.22%) AWS
10 355 (19.40%) AI
11 342 (18.69%) Data Quality
12 302 (16.50%) CI/CD
13 291 (15.90%) Business Intelligence
14 284 (15.52%) Decision-Making
15 267 (14.59%) Databricks
16 257 (14.04%) Microsoft
17 247 (13.50%) Data Warehouse
18 220 (12.02%) Agile
19 217 (11.86%) Security Cleared
20 192 (10.49%) Problem-Solving
21 184 (10.05%) Machine Learning
22 182 (9.95%) Power Platform
23 180 (9.84%) DevOps
24 178 (9.73%) Data Science
25 177 (9.67%) Data Governance
26 176 (9.62%) Power BI
27 169 (9.23%) Data Architecture
28 164 (8.96%) Azure Data Factory
29 160 (8.74%) GCP
30 152 (8.31%) 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
1 129 (7.05%) Apache Airflow
2 121 (6.61%) Apache Spark
3 108 (5.90%) Apache
4 26 (1.42%) SAS
5 9 (0.49%) Palantir Foundry
6 5 (0.27%) Jupyter
7 4 (0.22%) Luigi
8 2 (0.11%) ArcGIS
8 2 (0.11%) Tornado
9 1 (0.055%) Confluence
9 1 (0.055%) GeoServer
9 1 (0.055%) SharePoint
Applications
1 20 (1.09%) Microsoft Excel
2 2 (0.11%) Spreadsheet
3 1 (0.055%) Microsoft Office
3 1 (0.055%) Microsoft PowerPoint
Business Applications
1 4 (0.22%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.055%) FastStats
3 1 (0.055%) NetSuite
Cloud Services
1 499 (27.27%) Azure
2 370 (20.22%) AWS
3 182 (9.95%) Power Platform
4 164 (8.96%) Azure Data Factory
5 160 (8.74%) GCP
6 101 (5.52%) dbt
7 98 (5.36%) Snowflake
8 76 (4.15%) Azure Synapse Analytics
9 73 (3.99%) Azure DevOps
10 72 (3.93%) Serverless
11 66 (3.61%) SaaS
12 54 (2.95%) AWS Lambda
13 44 (2.40%) Amazon S3
14 41 (2.24%) GitHub
15 31 (1.69%) Azure Databricks
16 28 (1.53%) Amazon EMR
17 24 (1.31%) Amazon EC2
18 23 (1.26%) Fivetran
18 23 (1.26%) GitHub Actions
19 22 (1.20%) Azure Logic Apps
Communications & Networking
1 17 (0.93%) Structured Cabling
2 11 (0.60%) Broadband
3 8 (0.44%) Wi-Fi
4 4 (0.22%) Software-Defined Radio
4 4 (0.22%) Wireless
5 2 (0.11%) Internet
6 1 (0.055%) 4G
6 1 (0.055%) 5G
Database & Business Intelligence
1 247 (13.50%) Data Warehouse
2 176 (9.62%) Power BI
3 117 (6.39%) Data Lake
4 114 (6.23%) SQL Server
5 75 (4.10%) Big Data
6 68 (3.72%) NoSQL
7 66 (3.61%) Azure SQL Database
8 61 (3.33%) BigQuery
9 60 (3.28%) Relational Database
10 50 (2.73%) Amazon Redshift
10 50 (2.73%) PostgreSQL
11 49 (2.68%) Spark SQL
12 47 (2.57%) Metadata
13 43 (2.35%) SQL Server Integration Services
14 36 (1.97%) Tableau
15 34 (1.86%) Delta Lake
15 34 (1.86%) Star Schema
16 26 (1.42%) SQL Server Reporting Services
17 25 (1.37%) Elasticsearch
17 25 (1.37%) Hadoop
Development Applications
1 107 (5.85%) Git
2 23 (1.26%) Jenkins
3 9 (0.49%) GitLab
4 5 (0.27%) JIRA
5 3 (0.16%) Bitbucket
5 3 (0.16%) Visual Studio
5 3 (0.16%) Visual Studio Code
6 2 (0.11%) Claude Code
7 1 (0.055%) ERwin
7 1 (0.055%) Octopus Deploy
7 1 (0.055%) Selenium
7 1 (0.055%) VSS/SourceSafe
7 1 (0.055%) Yeoman
General
1 206 (11.26%) Social Skills
2 201 (10.98%) Finance
3 166 (9.07%) Analytical Skills
4 112 (6.12%) Public Sector
5 40 (2.19%) Marketing
6 32 (1.75%) Inclusion and Diversity
7 29 (1.58%) Retail
8 26 (1.42%) Law
9 21 (1.15%) Manufacturing
10 12 (0.66%) Health Technology
11 11 (0.60%) Advertising
11 11 (0.60%) Aerospace
12 10 (0.55%) Presentation Skills
13 9 (0.49%) Banking
13 9 (0.49%) Influencing Skills
14 8 (0.44%) Military
15 7 (0.38%) Automotive
15 7 (0.38%) Legal
15 7 (0.38%) Telecoms
16 6 (0.33%) Games
Libraries, Frameworks & Software Standards
1 152 (8.31%) PySpark
2 139 (7.60%) Terraform
3 100 (5.46%) Kafka
4 23 (1.26%) REST
5 17 (0.93%) .NET
5 17 (0.93%) Apache NiFi
6 14 (0.77%) JSON
6 14 (0.77%) Pandas
7 11 (0.60%) ARM Templates
8 10 (0.55%) TensorFlow
9 9 (0.49%) Keycloak
9 9 (0.49%) PyTorch
10 8 (0.44%) AWS CDK
11 6 (0.33%) Node.js
12 5 (0.27%) Pulumi
12 5 (0.27%) scikit-learn
12 5 (0.27%) XML
12 5 (0.27%) YAML
13 4 (0.22%) Apache Beam
13 4 (0.22%) Great Expectations
Miscellaneous
1 84 (4.59%) Cloud Native
2 32 (1.75%) Product Ownership
3 30 (1.64%) Onboarding
4 22 (1.20%) Hybrid Cloud
5 20 (1.09%) Distributed Computing
6 18 (0.98%) Data Structures
7 17 (0.93%) Distributed Systems
7 17 (0.93%) Greenfield Project
8 16 (0.87%) Driving Licence
9 14 (0.77%) Hedge funds
9 14 (0.77%) Legacy Systems
9 14 (0.77%) NHS
10 13 (0.71%) AI Agents
10 13 (0.71%) Virtual Team
11 12 (0.66%) Analytical Mindset
12 11 (0.60%) Marketing Technology
13 10 (0.55%) Reference Data
13 10 (0.55%) Sports Betting
14 9 (0.49%) Educational Technology
14 9 (0.49%) Management Information System
Operating Systems
1 9 (0.49%) Linux
2 8 (0.44%) Windows
3 1 (0.055%) Windows Server
Processes & Methodologies
1 592 (32.35%) Analytics
2 573 (31.31%) Data Pipeline
3 554 (30.27%) Data Engineering
4 430 (23.50%) ETL
5 385 (21.04%) Data Modelling
6 355 (19.40%) AI
7 302 (16.50%) CI/CD
8 291 (15.90%) Business Intelligence
9 284 (15.52%) Decision-Making
10 220 (12.02%) Agile
11 192 (10.49%) Problem-Solving
12 184 (10.05%) Machine Learning
13 180 (9.84%) DevOps
14 178 (9.73%) Data Science
15 177 (9.67%) Data Governance
16 169 (9.23%) Data Architecture
17 148 (8.09%) Mentoring
18 147 (8.03%) Lakehouse
19 133 (7.27%) Platform Engineering
20 118 (6.45%) Data Transformation
Programming Languages
1 660 (36.07%) SQL
2 612 (33.44%) Python
3 69 (3.77%) Java
4 57 (3.11%) Scala
5 27 (1.48%) C#
6 26 (1.42%) C++
7 23 (1.26%) JavaScript
8 22 (1.20%) PowerShell
9 21 (1.15%) Data Analysis Expressions
10 17 (0.93%) T-SQL
11 16 (0.87%) Bash
12 14 (0.77%) Go
13 8 (0.44%) Groovy
13 8 (0.44%) TypeScript
14 6 (0.33%) Kusto Query Language
15 5 (0.27%) Bicep
16 4 (0.22%) R
17 3 (0.16%) PL/SQL
17 3 (0.16%) VBA
18 2 (0.11%) VBScript
Qualifications
1 217 (11.86%) Security Cleared
2 138 (7.54%) SC Cleared
3 90 (4.92%) DV Cleared
4 84 (4.59%) Degree
5 31 (1.69%) Azure Certification
5 31 (1.69%) Computer Science Degree
6 23 (1.26%) BPSS Clearance
7 14 (0.77%) Master's Degree
8 10 (0.55%) DBS Check
9 7 (0.38%) AWS Certification
10 5 (0.27%) Microsoft Certification
11 2 (0.11%) CITP
12 1 (0.055%) AWS Certified DevOps Engineer
12 1 (0.055%) AWS Certified Solutions Architect
12 1 (0.055%) City & Guilds
12 1 (0.055%) ICAEW
12 1 (0.055%) Postgraduate
12 1 (0.055%) SnowPro
Quality Assurance & Compliance
1 342 (18.69%) Data Quality
2 39 (2.13%) GDPR
3 20 (1.09%) Accessibility
4 19 (1.04%) QA
5 10 (0.55%) SLA
6 4 (0.22%) Actionable Recommendations
7 2 (0.11%) California Consumer Privacy Act
7 2 (0.11%) SOC 2
System Software
1 68 (3.72%) Docker
Systems Management
1 40 (2.19%) Kubernetes
2 9 (0.49%) Grafana
3 7 (0.38%) Ansible
4 5 (0.27%) Packer
5 3 (0.16%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.055%) CASB
Vendors
1 267 (14.59%) Databricks
2 257 (14.04%) Microsoft
3 45 (2.46%) Google
4 19 (1.04%) Salesforce
5 18 (0.98%) Informatica
6 13 (0.71%) Talend
7 12 (0.66%) Palantir
7 12 (0.66%) SAP
8 11 (0.60%) Foundry
8 11 (0.60%) Oracle
9 6 (0.33%) OpenAI
10 4 (0.22%) Cloudera
10 4 (0.22%) Typelevel
11 3 (0.16%) Alteryx
12 2 (0.11%) iManage
12 2 (0.11%) Intapp
12 2 (0.11%) Planon
12 2 (0.11%) Splunk
13 1 (0.055%) Refinitiv
13 1 (0.055%) Workday