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 1 August 2026.

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

6 months to
1 Aug 2026
Same period 2025 Same period 2024
Rank 92 231 163
Rank change year-on-year +139 -68 -22
Permanent jobs requiring a Data Engineer 1,760 634 1,257
As % of all permanent jobs in England 1.92% 1.46% 1.68%
As % of the Job Titles category 2.04% 1.61% 1.77%
Number of salaries quoted 1,333 490 936
10th Percentile £45,000 £49,750 £39,408
25th Percentile £53,750 £57,500 £50,062
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £85,000 £90,000 £87,500
90th Percentile £97,500 £110,000 £105,000
UK median annual salary £70,000 £70,000 £70,000

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 86,335 39,475 70,908
% of permanent jobs with a recognized job title 94.30% 90.65% 94.72%
Number of salaries quoted 60,644 23,957 49,503
10th Percentile £30,000 £28,500 £30,000
25th Percentile £40,000 £37,500 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -8.33%
75th Percentile £76,075 £75,000 £72,500
90th Percentile £97,500 £97,500 £92,500
UK median annual salary £55,000 £55,000 £55,000
% change year-on-year - - -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 1 August 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 1 August 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 +37 604 £80,000 -5.88% 256
North of England +130 460 £70,000 +16.67% 104
South East +129 268 £60,000 -7.69% 103
North West +123 231 £70,000 +3.70% 49
Midlands +60 176 £70,000 +7.69% 49
South West +44 173 £70,000 -6.67% 42
Yorkshire +35 138 £75,000 +25.00% 27
West Midlands +56 127 £70,000 +12.00% 33
North East +19 91 £62,500 -7.41% 29
East of England +22 63 £56,000 -6.67% 17
East Midlands -6 49 £52,500 -22.22% 16
Data Engineer
UK

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

For the 6 months to 1 August 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.

1 637 (36.19%) SQL
2 635 (36.08%) Python
3 580 (32.95%) Data Pipeline
4 572 (32.50%) Analytics
5 522 (29.66%) Data Engineering
6 497 (28.24%) Azure
7 411 (23.35%) ETL
8 392 (22.27%) Data Modelling
9 364 (20.68%) AWS
10 329 (18.69%) AI
11 311 (17.67%) Data Quality
12 297 (16.88%) CI/CD
13 272 (15.45%) Databricks
14 265 (15.06%) Business Intelligence
15 255 (14.49%) Microsoft
16 241 (13.69%) Data Warehouse
17 238 (13.52%) Decision-Making
18 224 (12.73%) Security Cleared
19 217 (12.33%) Agile
20 196 (11.14%) Problem-Solving
21 193 (10.97%) Data Governance
22 184 (10.45%) Power Platform
23 182 (10.34%) Machine Learning
24 177 (10.06%) Power BI
25 172 (9.77%) GCP
26 169 (9.60%) DevOps
27 161 (9.15%) Data Architecture
28 160 (9.09%) Azure Data Factory
29 159 (9.03%) Data Science
30 158 (8.98%) Apache Airflow

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
1 158 (8.98%) Apache Airflow
2 122 (6.93%) Apache Spark
3 105 (5.97%) Apache
4 28 (1.59%) SAS
5 10 (0.57%) Palantir Foundry
6 5 (0.28%) Jupyter
7 3 (0.17%) Luigi
8 2 (0.11%) ArcGIS
8 2 (0.11%) Confluence
8 2 (0.11%) SharePoint
9 1 (0.057%) GeoServer
9 1 (0.057%) Oracle Application Server
9 1 (0.057%) Tornado
Applications
1 17 (0.97%) Microsoft Excel
2 3 (0.17%) Microsoft Office
3 1 (0.057%) Microsoft PowerPoint
3 1 (0.057%) Spreadsheet
Business Applications
1 4 (0.23%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.057%) FastStats
3 1 (0.057%) NetSuite
3 1 (0.057%) Primavera
Cloud Services
1 497 (28.24%) Azure
2 364 (20.68%) AWS
3 184 (10.45%) Power Platform
4 172 (9.77%) GCP
5 160 (9.09%) Azure Data Factory
6 118 (6.70%) dbt
7 110 (6.25%) Snowflake
8 75 (4.26%) Azure Synapse Analytics
9 66 (3.75%) Azure DevOps
10 59 (3.35%) SaaS
10 59 (3.35%) Serverless
11 49 (2.78%) Amazon S3
12 41 (2.33%) AWS Lambda
13 32 (1.82%) GitHub
14 23 (1.31%) Fivetran
15 22 (1.25%) Azure Logic Apps
15 22 (1.25%) Dagster
15 22 (1.25%) Microsoft Purview
16 21 (1.19%) Amazon EMR
17 20 (1.14%) GitHub Actions
Communications & Networking
1 26 (1.48%) Broadband
2 19 (1.08%) Structured Cabling
3 9 (0.51%) Wi-Fi
4 5 (0.28%) DSLAM
5 4 (0.23%) Software-Defined Radio
5 4 (0.23%) Wireless
6 2 (0.11%) 4G
6 2 (0.11%) 5G
6 2 (0.11%) Internet
7 1 (0.057%) Kerberos
Database & Business Intelligence
1 241 (13.69%) Data Warehouse
2 177 (10.06%) Power BI
3 120 (6.82%) SQL Server
4 109 (6.19%) Data Lake
5 76 (4.32%) Big Data
6 71 (4.03%) BigQuery
7 68 (3.86%) Relational Database
8 64 (3.64%) Azure SQL Database
8 64 (3.64%) NoSQL
9 63 (3.58%) Amazon Redshift
10 51 (2.90%) Metadata
11 48 (2.73%) PostgreSQL
12 46 (2.61%) SQL Server Integration Services
13 36 (2.05%) Spark SQL
14 34 (1.93%) Delta Lake
14 34 (1.93%) Star Schema
15 32 (1.82%) Tableau
16 29 (1.65%) Amazon Athena
17 25 (1.42%) MongoDB
17 25 (1.42%) SQL Server Reporting Services
Development Applications
1 101 (5.74%) Git
2 21 (1.19%) Jenkins
3 9 (0.51%) GitLab
4 6 (0.34%) JIRA
5 4 (0.23%) Visual Studio
6 3 (0.17%) Bitbucket
6 3 (0.17%) Visual Studio Code
7 1 (0.057%) ERwin
7 1 (0.057%) MLflow
7 1 (0.057%) Oracle APEX
7 1 (0.057%) Selenium
7 1 (0.057%) VSS/SourceSafe
7 1 (0.057%) Yeoman
General
1 193 (10.97%) Social Skills
2 188 (10.68%) Finance
3 154 (8.75%) Analytical Skills
4 105 (5.97%) Public Sector
5 36 (2.05%) Law
6 35 (1.99%) Marketing
7 28 (1.59%) Inclusion and Diversity
8 25 (1.42%) Manufacturing
8 25 (1.42%) Retail
9 20 (1.14%) Telecoms
10 12 (0.68%) Advertising
10 12 (0.68%) Health Technology
11 11 (0.63%) Banking
12 10 (0.57%) Military
13 8 (0.45%) Presentation Skills
14 6 (0.34%) Influencing Skills
15 5 (0.28%) Aerospace
15 5 (0.28%) Games
16 4 (0.23%) Billing
16 4 (0.23%) Front Office
Libraries, Frameworks & Software Standards
1 138 (7.84%) PySpark
2 111 (6.31%) Kafka
3 20 (1.14%) REST
4 18 (1.02%) Pandas
5 16 (0.91%) Apache NiFi
6 15 (0.85%) JSON
7 12 (0.68%) ARM Templates
8 8 (0.45%) gRPC
9 6 (0.34%) Node.js
9 6 (0.34%) XML
9 6 (0.34%) YAML
10 5 (0.28%) AWS CDK
10 5 (0.28%) Keycloak
10 5 (0.28%) NumPy
10 5 (0.28%) RESTful
10 5 (0.28%) TensorFlow
11 4 (0.23%) Apache Beam
11 4 (0.23%) FastAPI
11 4 (0.23%) Great Expectations
11 4 (0.23%) PyTorch
Miscellaneous
1 81 (4.60%) Cloud Native
2 27 (1.53%) Onboarding
2 27 (1.53%) Product Ownership
3 24 (1.36%) Data Structures
4 22 (1.25%) Driving Licence
5 21 (1.19%) Distributed Systems
6 20 (1.14%) Distributed Computing
7 19 (1.08%) Greenfield Project
8 14 (0.80%) Hedge funds
9 12 (0.68%) Virtual Team
10 11 (0.63%) Fibre Optics
10 11 (0.63%) Legacy Systems
10 11 (0.63%) NHS
11 10 (0.57%) AI Agents
11 10 (0.57%) Analytical Mindset
11 10 (0.57%) Marketing Technology
11 10 (0.57%) Sports Betting
12 9 (0.51%) Reference Data
12 9 (0.51%) Replication
12 9 (0.51%) Video\Live Streaming
Operating Systems
1 12 (0.68%) Linux
2 6 (0.34%) Windows
3 1 (0.057%) Unix
3 1 (0.057%) Windows Server
Processes & Methodologies
1 580 (32.95%) Data Pipeline
2 572 (32.50%) Analytics
3 522 (29.66%) Data Engineering
4 411 (23.35%) ETL
5 392 (22.27%) Data Modelling
6 329 (18.69%) AI
7 297 (16.88%) CI/CD
8 265 (15.06%) Business Intelligence
9 238 (13.52%) Decision-Making
10 217 (12.33%) Agile
11 196 (11.14%) Problem-Solving
12 193 (10.97%) Data Governance
13 182 (10.34%) Machine Learning
14 169 (9.60%) DevOps
15 161 (9.15%) Data Architecture
16 159 (9.03%) Data Science
17 140 (7.95%) Platform Engineering
18 131 (7.44%) Mentoring
19 115 (6.53%) Infrastructure as Code
20 107 (6.08%) Data Integration
Programming Languages
1 637 (36.19%) SQL
2 635 (36.08%) Python
3 61 (3.47%) Scala
4 60 (3.41%) Java
5 22 (1.25%) PowerShell
6 16 (0.91%) C++
6 16 (0.91%) T-SQL
7 15 (0.85%) Bash
7 15 (0.85%) Data Analysis Expressions
8 14 (0.80%) Go
9 11 (0.63%) TypeScript
10 10 (0.57%) C#
11 8 (0.45%) Groovy
12 7 (0.40%) R
13 6 (0.34%) JavaScript
13 6 (0.34%) Kusto Query Language
14 5 (0.28%) Bicep
15 3 (0.17%) PL/SQL
15 3 (0.17%) VBA
16 2 (0.11%) VBScript
Qualifications
1 224 (12.73%) Security Cleared
2 146 (8.30%) SC Cleared
3 87 (4.94%) DV Cleared
4 81 (4.60%) Degree
5 37 (2.10%) Computer Science Degree
6 27 (1.53%) Azure Certification
7 15 (0.85%) BPSS Clearance
8 14 (0.80%) Master's Degree
9 11 (0.63%) DBS Check
10 6 (0.34%) AWS Certification
10 6 (0.34%) Microsoft Certification
11 2 (0.11%) CITP
12 1 (0.057%) AWS Certified DevOps Engineer
12 1 (0.057%) AWS Certified Solutions Architect
12 1 (0.057%) CISM
12 1 (0.057%) CISSP
12 1 (0.057%) City & Guilds
12 1 (0.057%) ICAEW
12 1 (0.057%) SnowPro
Quality Assurance & Compliance
1 311 (17.67%) Data Quality
2 43 (2.44%) GDPR
3 22 (1.25%) QA
4 17 (0.97%) SLA
5 14 (0.80%) Accessibility
6 3 (0.17%) SOC 2
7 2 (0.11%) Actionable Recommendations
8 1 (0.057%) HIPAA
8 1 (0.057%) ISO/IEC 27001
8 1 (0.057%) PCI DSS
System Software
1 80 (4.55%) Docker
2 1 (0.057%) Active Directory
Systems Management
1 156 (8.86%) Terraform
2 42 (2.39%) Kubernetes
3 10 (0.57%) Grafana
4 7 (0.40%) Ansible
5 5 (0.28%) Packer
6 3 (0.17%) Kibana
6 3 (0.17%) Prometheus
7 2 (0.11%) CASB
8 1 (0.057%) Argo
8 1 (0.057%) Kubeflow
Vendors
1 272 (15.45%) Databricks
2 255 (14.49%) Microsoft
3 47 (2.67%) Google
4 19 (1.08%) Oracle
5 18 (1.02%) Informatica
5 18 (1.02%) Salesforce
6 15 (0.85%) Palantir
7 13 (0.74%) Foundry
8 12 (0.68%) SAP
9 11 (0.63%) Talend
10 8 (0.45%) Typelevel
11 5 (0.28%) BT
11 5 (0.28%) OpenAI
12 4 (0.23%) Cloudera
13 3 (0.17%) Confluent
14 2 (0.11%) Alteryx
14 2 (0.11%) iManage
14 2 (0.11%) Intapp
14 2 (0.11%) Planon
14 2 (0.11%) Splunk