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 21 June 2026.

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

6 months to
21 Jun 2026
Same period 2025 Same period 2024
Rank 94 215 158
Rank change year-on-year +121 -57 +2
Permanent jobs requiring a Data Engineer 1,578 635 1,680
As % of all permanent jobs in England 1.88% 1.59% 1.76%
As % of the Job Titles category 2.00% 1.77% 1.85%
Number of salaries quoted 1,216 494 1,253
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% -10.96%
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 78,940 35,879 90,570
% of permanent jobs with a recognized job title 94.08% 89.99% 94.63%
Number of salaries quoted 55,565 20,916 67,077
10th Percentile £30,000 £28,822 £28,500
25th Percentile £40,000 £39,250 £38,500
Median annual salary (50th Percentile) £57,500 £57,500 £52,500
Median % change year-on-year - +9.52% -12.86%
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 21 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 21 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 +24 548 £85,000 -5.56% 102
North of England +127 386 £67,500 +12.50% 56
South East +120 244 £60,000 -14.29% 79
North West +115 197 £70,000 +18.14% 32
Midlands +80 174 £65,000 +8.33% 51
South West +23 126 £52,500 -6.25% 29
West Midlands +70 125 £70,000 +18.64% 32
Yorkshire +26 124 £67,500 +12.50% 9
East of England +36 77 £60,000 -9.44% 17
North East +6 65 £62,500 - 15
East Midlands -3 49 £60,000 -7.69% 19
Data Engineer
UK

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

For the 6 months to 21 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.

1 572 (36.25%) SQL
2 568 (35.99%) Python
3 527 (33.40%) Data Pipeline
4 497 (31.50%) Analytics
5 457 (28.96%) Data Engineering
6 426 (27.00%) Azure
7 379 (24.02%) ETL
8 345 (21.86%) Data Modelling
9 330 (20.91%) AWS
10 272 (17.24%) CI/CD
11 266 (16.86%) AI
12 261 (16.54%) Data Quality
13 256 (16.22%) Databricks
14 236 (14.96%) Business Intelligence
15 205 (12.99%) Data Warehouse
15 205 (12.99%) Security Cleared
16 203 (12.86%) Microsoft
17 197 (12.48%) Decision-Making
18 187 (11.85%) Agile
19 166 (10.52%) Data Governance
20 159 (10.08%) Machine Learning
20 159 (10.08%) Problem-Solving
21 158 (10.01%) Power Platform
22 151 (9.57%) Azure Data Factory
22 151 (9.57%) Power BI
23 147 (9.32%) Apache Airflow
23 147 (9.32%) SC Cleared
24 145 (9.19%) Data Science
24 145 (9.19%) DevOps
24 145 (9.19%) GCP

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 (9.32%) Apache Airflow
2 86 (5.45%) Apache Spark
3 82 (5.20%) 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
9 1 (0.063%) ArcGIS
9 1 (0.063%) GeoServer
9 1 (0.063%) SharePoint
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 1 (0.063%) FastStats
2 1 (0.063%) Primavera
2 1 (0.063%) SAP Business One
Cloud Services
1 426 (27.00%) Azure
2 330 (20.91%) AWS
3 158 (10.01%) Power Platform
4 151 (9.57%) Azure Data Factory
5 145 (9.19%) GCP
6 110 (6.97%) Snowflake
7 107 (6.78%) dbt
8 75 (4.75%) Azure Synapse Analytics
9 61 (3.87%) Azure DevOps
10 59 (3.74%) Amazon S3
11 51 (3.23%) Serverless
12 48 (3.04%) SaaS
13 38 (2.41%) AWS Lambda
14 33 (2.09%) GitHub
15 26 (1.65%) Amazon Kinesis
16 21 (1.33%) Fivetran
17 20 (1.27%) Dagster
18 19 (1.20%) GitHub Actions
19 17 (1.08%) Amazon EMR
20 15 (0.95%) Azure Monitor
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
1 205 (12.99%) Data Warehouse
2 151 (9.57%) Power BI
3 96 (6.08%) Data Lake
4 86 (5.45%) SQL Server
5 68 (4.31%) BigQuery
6 65 (4.12%) Relational Database
7 61 (3.87%) Amazon Redshift
8 59 (3.74%) Big Data
9 49 (3.11%) NoSQL
10 45 (2.85%) Metadata
11 44 (2.79%) Azure SQL Database
12 38 (2.41%) Spark SQL
13 36 (2.28%) SQL Server Integration Services
14 33 (2.09%) Delta Lake
14 33 (2.09%) PostgreSQL
15 32 (2.03%) Tableau
16 29 (1.84%) Amazon Athena
17 27 (1.71%) SQL Server Reporting Services
18 25 (1.58%) Star Schema
19 22 (1.39%) Semantic Layer
Development Applications
1 86 (5.45%) 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
1 178 (11.28%) Finance
2 152 (9.63%) Social Skills
3 123 (7.79%) Analytical Skills
4 113 (7.16%) Public Sector
5 37 (2.34%) Law
6 31 (1.96%) Manufacturing
7 28 (1.77%) Marketing
7 28 (1.77%) Telecoms
8 27 (1.71%) Inclusion and Diversity
8 27 (1.71%) Retail
9 19 (1.20%) Banking
10 12 (0.76%) Advertising
11 11 (0.70%) Health Technology
12 9 (0.57%) Automotive
13 8 (0.51%) Military
14 7 (0.44%) Documentation Skills
15 6 (0.38%) Games
16 5 (0.32%) Organisational Skills
16 5 (0.32%) Presentation Skills
17 3 (0.19%) Influencing Skills
Libraries, Frameworks & Software Standards
1 124 (7.86%) PySpark
2 92 (5.83%) Kafka
3 18 (1.14%) REST
4 16 (1.01%) Pandas
5 13 (0.82%) ARM Templates
6 12 (0.76%) Apache NiFi
7 10 (0.63%) gRPC
7 10 (0.63%) JSON
8 6 (0.38%) LangChain
8 6 (0.38%) NumPy
9 5 (0.32%) EDI
9 5 (0.32%) Great Expectations
9 5 (0.32%) Node.js
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
10 4 (0.25%) XML
11 3 (0.19%) PyTorch
Miscellaneous
1 68 (4.31%) Cloud Native
2 27 (1.71%) Product Ownership
3 21 (1.33%) 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%) Over-the-Top Content
10 11 (0.70%) Legacy Systems
10 11 (0.70%) Onboarding
11 10 (0.63%) Data Centre
11 10 (0.63%) Marketing Technology
11 10 (0.63%) NHS
11 10 (0.63%) Sports Betting
12 9 (0.57%) Hedge funds
13 8 (0.51%) AI Agents
14 7 (0.44%) Replication
14 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
1 527 (33.40%) Data Pipeline
2 497 (31.50%) Analytics
3 457 (28.96%) Data Engineering
4 379 (24.02%) ETL
5 345 (21.86%) Data Modelling
6 272 (17.24%) CI/CD
7 266 (16.86%) AI
8 236 (14.96%) Business Intelligence
9 197 (12.48%) Decision-Making
10 187 (11.85%) Agile
11 166 (10.52%) Data Governance
12 159 (10.08%) Machine Learning
12 159 (10.08%) Problem-Solving
13 145 (9.19%) Data Science
13 145 (9.19%) DevOps
14 134 (8.49%) Data Architecture
15 132 (8.37%) Platform Engineering
16 121 (7.67%) Mentoring
17 96 (6.08%) Infrastructure as Code
18 94 (5.96%) Data Integration
Programming Languages
1 572 (36.25%) SQL
2 568 (35.99%) Python
3 59 (3.74%) Scala
4 50 (3.17%) Java
5 22 (1.39%) Bash
6 16 (1.01%) PowerShell
7 12 (0.76%) T-SQL
8 11 (0.70%) Go
9 10 (0.63%) Data Analysis Expressions
10 9 (0.57%) C++
10 9 (0.57%) TypeScript
11 8 (0.51%) R
12 7 (0.44%) Bicep
13 6 (0.38%) C#
13 6 (0.38%) Groovy
14 5 (0.32%) JavaScript
15 4 (0.25%) PL/SQL
16 3 (0.19%) Kusto Query Language
16 3 (0.19%) VBA
17 2 (0.13%) Rust
Qualifications
1 205 (12.99%) Security Cleared
2 147 (9.32%) SC Cleared
3 69 (4.37%) Degree
4 60 (3.80%) DV Cleared
5 38 (2.41%) Computer Science Degree
6 17 (1.08%) Azure Certification
7 14 (0.89%) Master's Degree
8 9 (0.57%) BPSS Clearance
9 8 (0.51%) AWS Certification
9 8 (0.51%) DBS Check
10 5 (0.32%) Microsoft Certification
11 4 (0.25%) 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
1 261 (16.54%) Data Quality
2 41 (2.60%) 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 62 (3.93%) Docker
2 1 (0.063%) Active Directory
Systems Management
1 142 (9.00%) Terraform
2 36 (2.28%) 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
1 256 (16.22%) Databricks
2 203 (12.86%) Microsoft
3 36 (2.28%) Google
4 23 (1.46%) Oracle
5 18 (1.14%) Salesforce
6 15 (0.95%) Palantir
7 12 (0.76%) Foundry
7 12 (0.76%) Informatica
8 11 (0.70%) Talend
9 10 (0.63%) Typelevel
10 8 (0.51%) SAP
11 7 (0.44%) OpenAI
12 5 (0.32%) BT
12 5 (0.32%) Cloudera
13 3 (0.19%) Confluent
13 3 (0.19%) Planon
14 2 (0.13%) Alteryx
14 2 (0.13%) iManage
14 2 (0.13%) Intapp
14 2 (0.13%) Splunk