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 10 July 2026.

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

6 months to
10 Jul 2026
Same period 2025 Same period 2024
Rank 94 216 166
Rank change year-on-year +122 -50 -20
Permanent jobs requiring a Data Engineer 1,665 652 1,491
As % of all permanent jobs in England 1.92% 1.51% 1.67%
As % of the Job Titles category 2.03% 1.67% 1.76%
Number of salaries quoted 1,283 506 1,132
10th Percentile £45,000 £50,000 £35,000
25th Percentile £53,750 £57,500 £48,614
Median annual salary (50th Percentile) £70,000 £72,500 £67,500
Median % change year-on-year -3.45% +7.41% -6.90%
75th Percentile £85,000 £95,000 £85,000
90th Percentile £95,000 £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 81,911 39,061 84,500
% of permanent jobs with a recognized job title 94.27% 90.39% 94.56%
Number of salaries quoted 57,582 23,417 61,969
10th Percentile £30,000 £28,822 £28,500
25th Percentile £40,000 £38,750 £38,750
Median annual salary (50th Percentile) £57,500 £55,043 £53,000
Median % change year-on-year +4.46% +3.85% -11.67%
75th Percentile £75,250 £76,250 £71,250
90th Percentile £97,500 £97,500 £90,000
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -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 10 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 10 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 +33 565 £85,000 - 152
North of England +133 415 £70,000 +16.67% 86
South East +121 268 £60,000 -14.29% 89
North West +118 209 £70,000 +13.02% 51
Midlands +72 179 £65,000 - 58
South West +44 150 £60,000 -4.00% 36
Yorkshire +37 132 £75,000 +25.00% 16
West Midlands +71 130 £70,000 +16.67% 38
North East +12 74 £62,500 +6.38% 21
East of England +30 67 £60,000 -7.87% 14
East Midlands +2 49 £56,250 -13.46% 21
Data Engineer
UK

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

For the 6 months to 10 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 (36.40%) SQL
2 603 (36.22%) Python
3 559 (33.57%) Data Pipeline
4 534 (32.07%) Analytics
5 479 (28.77%) Data Engineering
6 457 (27.45%) Azure
7 396 (23.78%) ETL
8 368 (22.10%) Data Modelling
9 346 (20.78%) AWS
10 286 (17.18%) AI
11 285 (17.12%) Data Quality
12 277 (16.64%) CI/CD
13 257 (15.44%) Databricks
14 250 (15.02%) Business Intelligence
15 230 (13.81%) Microsoft
16 220 (13.21%) Data Warehouse
17 218 (13.09%) Decision-Making
18 203 (12.19%) Security Cleared
19 196 (11.77%) Agile
20 180 (10.81%) Data Governance
21 178 (10.69%) Problem-Solving
22 174 (10.45%) Power Platform
23 167 (10.03%) Power BI
24 166 (9.97%) Machine Learning
25 161 (9.67%) Azure Data Factory
26 154 (9.25%) GCP
27 153 (9.19%) DevOps
28 150 (9.01%) Terraform
29 147 (8.83%) Apache Airflow
30 143 (8.59%) 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 (8.83%) Apache Airflow
2 94 (5.65%) Apache Spark
3 90 (5.41%) Apache
4 32 (1.92%) SAS
5 10 (0.60%) Palantir Foundry
6 5 (0.30%) Jupyter
7 4 (0.24%) Confluence
8 2 (0.12%) Apache Qpid
8 2 (0.12%) Luigi
8 2 (0.12%) Oracle Application Server
8 2 (0.12%) SharePoint
9 1 (0.060%) ArcGIS
9 1 (0.060%) GeoServer
Applications
1 12 (0.72%) Microsoft Excel
2 5 (0.30%) Microsoft Office
3 1 (0.060%) Chatbot
3 1 (0.060%) Microsoft PowerPoint
3 1 (0.060%) Spreadsheet
Business Applications
1 3 (0.18%) Dynamics CRM
2 2 (0.12%) SAP Business One
3 1 (0.060%) FastStats
3 1 (0.060%) NetSuite
3 1 (0.060%) Primavera
Cloud Services
1 457 (27.45%) Azure
2 346 (20.78%) AWS
3 174 (10.45%) Power Platform
4 161 (9.67%) Azure Data Factory
5 154 (9.25%) GCP
6 116 (6.97%) dbt
7 112 (6.73%) Snowflake
8 76 (4.56%) Azure Synapse Analytics
9 62 (3.72%) Azure DevOps
10 55 (3.30%) Amazon S3
10 55 (3.30%) Serverless
11 53 (3.18%) SaaS
12 41 (2.46%) AWS Lambda
13 31 (1.86%) GitHub
14 23 (1.38%) Fivetran
15 21 (1.26%) Amazon Kinesis
16 20 (1.20%) Dagster
17 19 (1.14%) Amazon EMR
17 19 (1.14%) GitHub Actions
17 19 (1.14%) Microsoft Purview
Communications & Networking
1 30 (1.80%) Broadband
2 16 (0.96%) Structured Cabling
3 8 (0.48%) Wi-Fi
4 5 (0.30%) DSLAM
4 5 (0.30%) Software-Defined Radio
4 5 (0.30%) Wireless
5 2 (0.12%) 4G
5 2 (0.12%) 5G
5 2 (0.12%) Internet
6 1 (0.060%) Kerberos
6 1 (0.060%) LTE
Database & Business Intelligence
1 220 (13.21%) Data Warehouse
2 167 (10.03%) Power BI
3 100 (6.01%) Data Lake
4 99 (5.95%) SQL Server
5 66 (3.96%) BigQuery
6 64 (3.84%) Relational Database
7 63 (3.78%) Big Data
8 58 (3.48%) Amazon Redshift
9 55 (3.30%) NoSQL
10 53 (3.18%) Azure SQL Database
11 45 (2.70%) Metadata
12 44 (2.64%) SQL Server Integration Services
13 42 (2.52%) PostgreSQL
14 37 (2.22%) Spark SQL
15 30 (1.80%) Delta Lake
15 30 (1.80%) Star Schema
15 30 (1.80%) Tableau
16 28 (1.68%) Amazon Athena
16 28 (1.68%) SQL Server Reporting Services
17 23 (1.38%) MongoDB
Development Applications
1 86 (5.17%) Git
2 16 (0.96%) Jenkins
3 8 (0.48%) GitLab
3 8 (0.48%) JIRA
4 5 (0.30%) Visual Studio
5 2 (0.12%) MLflow
6 1 (0.060%) DBeaver
6 1 (0.060%) Deequ
6 1 (0.060%) ERwin
6 1 (0.060%) Oracle APEX
6 1 (0.060%) Robot Framework
6 1 (0.060%) Selenium
6 1 (0.060%) SQL Server Management Studio (SSMS)
6 1 (0.060%) TeamCity
6 1 (0.060%) VSS/SourceSafe
6 1 (0.060%) Yeoman
General
1 184 (11.05%) Finance
2 171 (10.27%) Social Skills
3 132 (7.93%) Analytical Skills
4 105 (6.31%) Public Sector
5 38 (2.28%) Law
6 30 (1.80%) Marketing
7 28 (1.68%) Retail
8 27 (1.62%) Manufacturing
9 25 (1.50%) Inclusion and Diversity
10 22 (1.32%) Telecoms
11 16 (0.96%) Banking
12 13 (0.78%) Advertising
13 12 (0.72%) Health Technology
14 9 (0.54%) Automotive
15 8 (0.48%) Documentation Skills
15 8 (0.48%) Military
16 6 (0.36%) Games
16 6 (0.36%) Influencing Skills
16 6 (0.36%) Presentation Skills
17 5 (0.30%) Organisational Skills
Libraries, Frameworks & Software Standards
1 130 (7.81%) PySpark
2 98 (5.89%) Kafka
3 20 (1.20%) REST
4 17 (1.02%) Pandas
5 14 (0.84%) Apache NiFi
6 13 (0.78%) JSON
7 12 (0.72%) ARM Templates
8 10 (0.60%) gRPC
9 6 (0.36%) Node.js
9 6 (0.36%) NumPy
10 5 (0.30%) EDI
10 5 (0.30%) Great Expectations
10 5 (0.30%) XML
10 5 (0.30%) YAML
11 4 (0.24%) Apache Beam
11 4 (0.24%) FastAPI
11 4 (0.24%) PyTorch
11 4 (0.24%) RabbitMQ
11 4 (0.24%) React
11 4 (0.24%) RESTful
Miscellaneous
1 72 (4.32%) Cloud Native
2 27 (1.62%) Product Ownership
3 23 (1.38%) Data Structures
4 19 (1.14%) Driving Licence
5 17 (1.02%) Distributed Computing
5 17 (1.02%) Onboarding
6 16 (0.96%) Distributed Systems
7 15 (0.90%) Greenfield Project
8 12 (0.72%) Hedge funds
8 12 (0.72%) Video\Live Streaming
9 11 (0.66%) Fibre Optics
9 11 (0.66%) Legacy Systems
9 11 (0.66%) NHS
9 11 (0.66%) Over-the-Top Content
10 10 (0.60%) Marketing Technology
10 10 (0.60%) Sports Betting
11 7 (0.42%) Algorithms
11 7 (0.42%) Operational Technology
11 7 (0.42%) Replication
12 6 (0.36%) Hybrid Cloud
Operating Systems
1 17 (1.02%) Linux
2 5 (0.30%) Windows
3 1 (0.060%) Unix
3 1 (0.060%) Windows Server
Processes & Methodologies
1 559 (33.57%) Data Pipeline
2 534 (32.07%) Analytics
3 479 (28.77%) Data Engineering
4 396 (23.78%) ETL
5 368 (22.10%) Data Modelling
6 286 (17.18%) AI
7 277 (16.64%) CI/CD
8 250 (15.02%) Business Intelligence
9 218 (13.09%) Decision-Making
10 196 (11.77%) Agile
11 180 (10.81%) Data Governance
12 178 (10.69%) Problem-Solving
13 166 (9.97%) Machine Learning
14 153 (9.19%) DevOps
15 143 (8.59%) Data Science
16 141 (8.47%) Data Architecture
17 140 (8.41%) Platform Engineering
18 122 (7.33%) Mentoring
19 101 (6.07%) Infrastructure as Code
20 100 (6.01%) Data Transformation
Programming Languages
1 606 (36.40%) SQL
2 603 (36.22%) Python
3 58 (3.48%) Scala
4 55 (3.30%) Java
5 21 (1.26%) PowerShell
6 19 (1.14%) Bash
7 16 (0.96%) T-SQL
8 14 (0.84%) C++
8 14 (0.84%) Data Analysis Expressions
8 14 (0.84%) Go
9 10 (0.60%) C#
9 10 (0.60%) TypeScript
10 9 (0.54%) Groovy
11 7 (0.42%) R
12 6 (0.36%) Bicep
13 5 (0.30%) JavaScript
13 5 (0.30%) Kusto Query Language
14 4 (0.24%) PL/SQL
15 3 (0.18%) VBA
16 2 (0.12%) VBScript
Qualifications
1 203 (12.19%) Security Cleared
2 138 (8.29%) SC Cleared
3 72 (4.32%) DV Cleared
4 70 (4.20%) Degree
5 37 (2.22%) Computer Science Degree
6 19 (1.14%) Azure Certification
7 14 (0.84%) Master's Degree
8 11 (0.66%) BPSS Clearance
9 9 (0.54%) DBS Check
10 6 (0.36%) AWS Certification
11 5 (0.30%) Microsoft Certification
12 3 (0.18%) CITP
13 2 (0.12%) AWS Certified Solutions Architect
14 1 (0.060%) AWS Certified DevOps Engineer
14 1 (0.060%) CISM
14 1 (0.060%) CISSP
14 1 (0.060%) City & Guilds
14 1 (0.060%) SnowPro
Quality Assurance & Compliance
1 285 (17.12%) Data Quality
2 41 (2.46%) GDPR
3 18 (1.08%) QA
3 18 (1.08%) SLA
4 8 (0.48%) Accessibility
5 2 (0.12%) ISO/IEC 27001
5 2 (0.12%) SOC 2
6 1 (0.060%) HIPAA
6 1 (0.060%) PCI DSS
System Software
1 65 (3.90%) Docker
2 1 (0.060%) Active Directory
Systems Management
1 150 (9.01%) Terraform
2 36 (2.16%) Kubernetes
3 9 (0.54%) Grafana
4 5 (0.30%) Ansible
5 4 (0.24%) Packer
6 3 (0.18%) Kibana
6 3 (0.18%) Prometheus
7 2 (0.12%) CASB
8 1 (0.060%) Kubeflow
Vendors
1 257 (15.44%) Databricks
2 230 (13.81%) Microsoft
3 37 (2.22%) Google
4 23 (1.38%) Oracle
5 19 (1.14%) Salesforce
6 16 (0.96%) Informatica
7 15 (0.90%) Palantir
8 13 (0.78%) Foundry
9 12 (0.72%) Talend
10 10 (0.60%) Typelevel
11 9 (0.54%) SAP
12 5 (0.30%) BT
12 5 (0.30%) Cloudera
13 4 (0.24%) OpenAI
14 3 (0.18%) Confluent
14 3 (0.18%) Planon
15 2 (0.12%) Alteryx
15 2 (0.12%) iManage
15 2 (0.12%) Intapp
15 2 (0.12%) Splunk