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 June 2026.

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

6 months to
3 Jun 2026
Same period 2025 Same period 2024
Rank 101 219 157
Rank change year-on-year +118 -62 +4
Permanent jobs requiring a Data Engineer 1,517 631 1,563
As % of all permanent jobs in England 1.82% 1.63% 1.75%
As % of the Job Titles category 1.95% 1.81% 1.84%
Number of salaries quoted 1,174 499 1,145
10th Percentile £45,000 £50,000 £34,212
25th Percentile £53,750 £57,500 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -10.34%
75th Percentile £85,000 £96,875 £85,000
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% -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 77,813 34,859 84,745
% of permanent jobs with a recognized job title 93.51% 89.80% 94.69%
Number of salaries quoted 53,004 20,024 63,676
10th Percentile £30,000 £29,500 £28,500
25th Percentile £40,000 £40,000 £38,000
Median annual salary (50th Percentile) £56,000 £57,500 £52,500
Median % change year-on-year -2.61% +9.52% -13.32%
75th Percentile £75,000 £77,500 £71,250
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 3 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 3 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 +35 536 £85,000 -5.56% 137
North of England +99 344 £67,500 +12.50% 96
South East +115 238 £60,000 -14.29% 98
North West +94 177 £70,000 +9.59% 45
Midlands +72 170 £65,000 +8.33% 39
West Midlands +55 125 £68,750 +14.58% 27
South West +18 121 £50,000 -9.09% 33
Yorkshire +16 120 £67,500 +12.50% 26
East of England +38 87 £65,000 -1.89% 9
North East -5 47 £63,750 -3.77% 26
East Midlands +4 45 £60,000 +4.35% 12
Data Engineer
UK

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

For the 6 months to 3 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.

1 554 (36.52%) SQL
2 551 (36.32%) Python
3 524 (34.54%) Data Pipeline
4 496 (32.70%) Analytics
5 454 (29.93%) Data Engineering
6 414 (27.29%) Azure
7 394 (25.97%) ETL
8 341 (22.48%) Data Modelling
9 316 (20.83%) AWS
10 265 (17.47%) CI/CD
11 253 (16.68%) Data Quality
12 247 (16.28%) Databricks
13 245 (16.15%) AI
14 226 (14.90%) Business Intelligence
15 194 (12.79%) Data Warehouse
16 191 (12.59%) Agile
17 186 (12.26%) Decision-Making
17 186 (12.26%) Security Cleared
18 185 (12.20%) Microsoft
19 160 (10.55%) Azure Data Factory
20 158 (10.42%) Data Governance
21 152 (10.02%) Machine Learning
22 149 (9.82%) Data Science
22 149 (9.82%) DevOps
23 145 (9.56%) Power Platform
24 143 (9.43%) Problem-Solving
25 139 (9.16%) Power BI
26 138 (9.10%) Apache Airflow
27 137 (9.03%) Terraform
28 135 (8.90%) SC Cleared

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
1 138 (9.10%) Apache Airflow
2 75 (4.94%) Apache Spark
3 72 (4.75%) Apache
4 26 (1.71%) SAS
5 10 (0.66%) Palantir Foundry
6 7 (0.46%) Confluence
7 5 (0.33%) Jupyter
8 2 (0.13%) Apache Qpid
8 2 (0.13%) Luigi
8 2 (0.13%) Oracle Application Server
9 1 (0.066%) GeoServer
9 1 (0.066%) SharePoint
Applications
1 11 (0.73%) Microsoft Excel
2 6 (0.40%) Microsoft Office
3 1 (0.066%) Chatbot
3 1 (0.066%) Microsoft PowerPoint
3 1 (0.066%) Spreadsheet
Business Applications
1 2 (0.13%) Dynamics CRM
2 1 (0.066%) FastStats
2 1 (0.066%) NetSuite
2 1 (0.066%) Primavera
Cloud Services
1 414 (27.29%) Azure
2 316 (20.83%) AWS
3 160 (10.55%) Azure Data Factory
4 145 (9.56%) Power Platform
5 134 (8.83%) GCP
6 109 (7.19%) Snowflake
7 102 (6.72%) dbt
8 78 (5.14%) Azure Synapse Analytics
9 69 (4.55%) Amazon S3
10 59 (3.89%) Azure DevOps
11 50 (3.30%) Serverless
12 44 (2.90%) SaaS
13 37 (2.44%) AWS Lambda
14 30 (1.98%) GitHub
15 26 (1.71%) Amazon Kinesis
16 20 (1.32%) Dagster
16 20 (1.32%) Fivetran
17 17 (1.12%) Amazon EMR
17 17 (1.12%) Azure Monitor
17 17 (1.12%) GitHub Actions
Communications & Networking
1 30 (1.98%) Broadband
2 23 (1.52%) Structured Cabling
3 16 (1.05%) Wi-Fi
4 5 (0.33%) DSLAM
4 5 (0.33%) Software-Defined Radio
5 4 (0.26%) Wireless
6 2 (0.13%) 4G
6 2 (0.13%) 5G
6 2 (0.13%) Internet
7 1 (0.066%) Kerberos
7 1 (0.066%) LTE
Database & Business Intelligence
1 194 (12.79%) Data Warehouse
2 139 (9.16%) Power BI
3 101 (6.66%) Data Lake
4 80 (5.27%) SQL Server
5 66 (4.35%) BigQuery
6 65 (4.28%) Relational Database
7 62 (4.09%) Amazon Redshift
8 53 (3.49%) Big Data
9 52 (3.43%) Metadata
10 47 (3.10%) NoSQL
11 43 (2.83%) Azure SQL Database
12 38 (2.50%) Spark SQL
13 35 (2.31%) SQL Server Integration Services
14 34 (2.24%) Delta Lake
15 31 (2.04%) Tableau
16 30 (1.98%) PostgreSQL
17 29 (1.91%) Amazon Athena
18 26 (1.71%) SQL Server Reporting Services
19 24 (1.58%) Star Schema
20 22 (1.45%) Semantic Layer
Development Applications
1 80 (5.27%) Git
2 12 (0.79%) Jenkins
3 9 (0.59%) JIRA
4 5 (0.33%) GitLab
4 5 (0.33%) Visual Studio
5 4 (0.26%) MLflow
6 2 (0.13%) LabVIEW
6 2 (0.13%) TeamCity
7 1 (0.066%) DBeaver
7 1 (0.066%) Deequ
7 1 (0.066%) Oracle APEX
7 1 (0.066%) Robot Framework
7 1 (0.066%) Selenium
7 1 (0.066%) SQL Server Management Studio (SSMS)
7 1 (0.066%) Yeoman
General
1 180 (11.87%) Finance
2 141 (9.29%) Social Skills
3 116 (7.65%) Analytical Skills
4 113 (7.45%) Public Sector
5 36 (2.37%) Law
5 36 (2.37%) Manufacturing
6 33 (2.18%) Telecoms
7 28 (1.85%) Retail
8 26 (1.71%) Inclusion and Diversity
8 26 (1.71%) Marketing
9 17 (1.12%) Banking
10 12 (0.79%) Advertising
11 11 (0.73%) Health Technology
12 10 (0.66%) Automotive
13 9 (0.59%) Organisational Skills
14 8 (0.53%) Documentation Skills
15 7 (0.46%) Military
16 6 (0.40%) Games
17 5 (0.33%) Presentation Skills
18 3 (0.20%) Digital Health
Libraries, Frameworks & Software Standards
1 134 (8.83%) PySpark
2 89 (5.87%) Kafka
3 16 (1.05%) Pandas
3 16 (1.05%) REST
4 14 (0.92%) ARM Templates
5 13 (0.86%) Apache NiFi
6 10 (0.66%) gRPC
7 8 (0.53%) JSON
8 7 (0.46%) LangChain
8 7 (0.46%) NumPy
9 5 (0.33%) Great Expectations
10 4 (0.26%) Apache Beam
10 4 (0.26%) PyTorch
10 4 (0.26%) RabbitMQ
10 4 (0.26%) React
10 4 (0.26%) YAML
11 3 (0.20%) .NET
11 3 (0.20%) Celery
11 3 (0.20%) EDI
11 3 (0.20%) SOAP
Miscellaneous
1 59 (3.89%) Cloud Native
2 26 (1.71%) Product Ownership
3 19 (1.25%) Fibre Optics
4 18 (1.19%) Distributed Systems
5 17 (1.12%) Driving Licence
6 16 (1.05%) Data Structures
7 14 (0.92%) Greenfield Project
8 13 (0.86%) Legacy Systems
8 13 (0.86%) Video\Live Streaming
9 12 (0.79%) Data Centre
9 12 (0.79%) Distributed Computing
9 12 (0.79%) Over-the-Top Content
10 11 (0.73%) Onboarding
11 10 (0.66%) Marketing Technology
11 10 (0.66%) Sports Betting
12 9 (0.59%) Self-Motivation
13 8 (0.53%) AI Agents
13 8 (0.53%) NHS
13 8 (0.53%) Replication
14 7 (0.46%) Hedge funds
Operating Systems
1 12 (0.79%) Linux
2 1 (0.066%) Unix
2 1 (0.066%) Windows
2 1 (0.066%) Windows Server
Processes & Methodologies
1 524 (34.54%) Data Pipeline
2 496 (32.70%) Analytics
3 454 (29.93%) Data Engineering
4 394 (25.97%) ETL
5 341 (22.48%) Data Modelling
6 265 (17.47%) CI/CD
7 245 (16.15%) AI
8 226 (14.90%) Business Intelligence
9 191 (12.59%) Agile
10 186 (12.26%) Decision-Making
11 158 (10.42%) Data Governance
12 152 (10.02%) Machine Learning
13 149 (9.82%) Data Science
13 149 (9.82%) DevOps
14 143 (9.43%) Problem-Solving
15 130 (8.57%) Data Architecture
16 129 (8.50%) Platform Engineering
17 124 (8.17%) Mentoring
18 93 (6.13%) Data Integration
19 89 (5.87%) Infrastructure as Code
Programming Languages
1 554 (36.52%) SQL
2 551 (36.32%) Python
3 63 (4.15%) Scala
4 50 (3.30%) Java
5 22 (1.45%) Bash
6 13 (0.86%) PowerShell
7 12 (0.79%) T-SQL
8 11 (0.73%) Go
9 9 (0.59%) Data Analysis Expressions
9 9 (0.59%) R
9 9 (0.59%) TypeScript
10 7 (0.46%) C++
10 7 (0.46%) Groovy
11 6 (0.40%) Bicep
12 5 (0.33%) C#
13 4 (0.26%) JavaScript
13 4 (0.26%) PL/SQL
14 2 (0.13%) Kusto Query Language
14 2 (0.13%) Rust
14 2 (0.13%) VBA
Qualifications
1 186 (12.26%) Security Cleared
2 135 (8.90%) SC Cleared
3 68 (4.48%) Degree
4 50 (3.30%) DV Cleared
5 39 (2.57%) Computer Science Degree
6 16 (1.05%) Azure Certification
7 13 (0.86%) Master's Degree
8 8 (0.53%) AWS Certification
8 8 (0.53%) BPSS Clearance
8 8 (0.53%) DBS Check
9 4 (0.26%) AWS Certified Solutions Architect
9 4 (0.26%) Microsoft Certification
10 3 (0.20%) CITP
11 1 (0.066%) AWS Certified DevOps Engineer
11 1 (0.066%) CISM
11 1 (0.066%) CISSP
11 1 (0.066%) City & Guilds
11 1 (0.066%) PhD
11 1 (0.066%) SnowPro
Quality Assurance & Compliance
1 253 (16.68%) Data Quality
2 42 (2.77%) GDPR
3 20 (1.32%) SLA
4 13 (0.86%) QA
5 6 (0.40%) Accessibility
6 4 (0.26%) ISO/IEC 27001
7 2 (0.13%) HIPAA
8 1 (0.066%) NIST
8 1 (0.066%) PCI DSS
8 1 (0.066%) Sarbanes-Oxley
8 1 (0.066%) SOC 2
System Software
1 59 (3.89%) Docker
2 1 (0.066%) Active Directory
Systems Management
1 137 (9.03%) Terraform
2 35 (2.31%) Kubernetes
3 6 (0.40%) Grafana
4 3 (0.20%) Control-M
4 3 (0.20%) Kibana
4 3 (0.20%) Prometheus
5 2 (0.13%) CASB
6 1 (0.066%) Ansible
6 1 (0.066%) Kubeflow
Vendors
1 247 (16.28%) Databricks
2 185 (12.20%) Microsoft
3 36 (2.37%) Google
4 23 (1.52%) Oracle
5 18 (1.19%) Salesforce
6 15 (0.99%) Palantir
7 14 (0.92%) Talend
8 13 (0.86%) Informatica
9 12 (0.79%) Foundry
10 10 (0.66%) SAP
10 10 (0.66%) Typelevel
11 7 (0.46%) OpenAI
12 5 (0.33%) BT
12 5 (0.33%) Cloudera
13 3 (0.20%) BMC
13 3 (0.20%) Confluent
13 3 (0.20%) IBM
13 3 (0.20%) Netezza
13 3 (0.20%) Planon
14 2 (0.13%) Intapp