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 29 May 2026.

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

6 months to
29 May 2026
Same period 2025 Same period 2024
Rank 104 206 160
Rank change year-on-year +102 -46 -17
Permanent jobs requiring a Data Engineer 1,499 635 1,542
As % of all permanent jobs in England 1.80% 1.66% 1.77%
As % of the Job Titles category 1.93% 1.85% 1.87%
Number of salaries quoted 1,163 508 1,127
10th Percentile £45,000 £48,375 £33,650
25th Percentile £53,750 £57,500 £47,500
Median annual salary (50th Percentile) £70,000 £72,500 £65,000
Median % change year-on-year -3.45% +11.54% -10.34%
75th Percentile £85,000 £97,500 £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 77,713 34,322 82,395
% of permanent jobs with a recognized job title 93.42% 89.63% 94.61%
Number of salaries quoted 52,897 19,727 62,281
10th Percentile £30,000 £29,750 £28,500
25th Percentile £40,000 £40,748 £38,087
Median annual salary (50th Percentile) £55,200 £57,500 £52,500
Median % change year-on-year -4.00% +9.52% -13.65%
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 29 May 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 29 May 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 +26 534 £85,000 -5.56% 97
North of England +91 334 £67,500 +12.50% 73
South East +105 235 £59,000 -15.71% 70
North West +89 171 £70,000 +9.59% 25
Midlands +68 169 £65,000 +8.33% 36
West Midlands +63 129 £68,750 +14.58% 25
Yorkshire +5 119 £67,500 +12.50% 23
South West +21 118 £50,000 -9.09% 31
East of England +40 88 £65,000 -1.89% 3
North East +1 44 £62,500 -5.66% 26
East Midlands -18 40 £52,500 -4.55% 11
Data Engineer
UK

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

For the 6 months to 29 May 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 (36.96%) SQL
2 552 (36.82%) Python
3 522 (34.82%) Data Pipeline
4 501 (33.42%) Analytics
5 451 (30.09%) Data Engineering
6 416 (27.75%) Azure
7 396 (26.42%) ETL
8 340 (22.68%) Data Modelling
9 307 (20.48%) AWS
10 266 (17.75%) CI/CD
11 252 (16.81%) Data Quality
12 247 (16.48%) Databricks
13 241 (16.08%) AI
14 223 (14.88%) Business Intelligence
15 192 (12.81%) Data Warehouse
16 188 (12.54%) Agile
17 187 (12.47%) Decision-Making
18 186 (12.41%) Microsoft
19 171 (11.41%) Security Cleared
20 161 (10.74%) Azure Data Factory
21 157 (10.47%) Data Governance
22 152 (10.14%) Machine Learning
23 150 (10.01%) Data Science
24 149 (9.94%) DevOps
25 146 (9.74%) Power Platform
26 140 (9.34%) Power BI
27 139 (9.27%) Problem-Solving
28 135 (9.01%) Apache Airflow
29 134 (8.94%) Terraform
30 133 (8.87%) 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
1 135 (9.01%) Apache Airflow
2 72 (4.80%) Apache Spark
3 71 (4.74%) Apache
4 23 (1.53%) SAS
5 10 (0.67%) Palantir Foundry
6 7 (0.47%) Confluence
7 4 (0.27%) Jupyter
8 2 (0.13%) Apache Qpid
8 2 (0.13%) Luigi
8 2 (0.13%) Oracle Application Server
9 1 (0.067%) GeoServer
9 1 (0.067%) SharePoint
Applications
1 11 (0.73%) Microsoft Excel
2 6 (0.40%) Microsoft Office
3 2 (0.13%) Chatbot
4 1 (0.067%) Microsoft PowerPoint
4 1 (0.067%) Spreadsheet
Business Applications
1 2 (0.13%) Dynamics CRM
2 1 (0.067%) FastStats
2 1 (0.067%) NetSuite
2 1 (0.067%) Primavera
Cloud Services
1 416 (27.75%) Azure
2 307 (20.48%) AWS
3 161 (10.74%) Azure Data Factory
4 146 (9.74%) Power Platform
5 132 (8.81%) GCP
6 110 (7.34%) Snowflake
7 102 (6.80%) dbt
8 82 (5.47%) Azure Synapse Analytics
9 69 (4.60%) Amazon S3
10 59 (3.94%) Azure DevOps
11 49 (3.27%) Serverless
12 42 (2.80%) SaaS
13 36 (2.40%) AWS Lambda
14 33 (2.20%) GitHub
15 26 (1.73%) Amazon Kinesis
16 21 (1.40%) Dagster
17 20 (1.33%) Fivetran
18 19 (1.27%) Azure Monitor
19 18 (1.20%) GitHub Actions
20 15 (1.00%) Amazon EMR
Communications & Networking
1 30 (2.00%) Broadband
2 23 (1.53%) Structured Cabling
3 16 (1.07%) Wi-Fi
4 5 (0.33%) DSLAM
4 5 (0.33%) Software-Defined Radio
5 4 (0.27%) Wireless
6 2 (0.13%) 4G
6 2 (0.13%) 5G
6 2 (0.13%) Internet
7 1 (0.067%) Kerberos
7 1 (0.067%) LTE
Database & Business Intelligence
1 192 (12.81%) Data Warehouse
2 140 (9.34%) Power BI
3 103 (6.87%) Data Lake
4 80 (5.34%) SQL Server
5 65 (4.34%) BigQuery
5 65 (4.34%) Relational Database
6 61 (4.07%) Amazon Redshift
7 54 (3.60%) Metadata
8 52 (3.47%) Big Data
9 45 (3.00%) NoSQL
10 43 (2.87%) Azure SQL Database
11 38 (2.54%) Spark SQL
12 36 (2.40%) SQL Server Integration Services
13 35 (2.33%) Delta Lake
14 30 (2.00%) PostgreSQL
15 29 (1.93%) Tableau
16 28 (1.87%) Amazon Athena
16 28 (1.87%) SQL Server Reporting Services
17 24 (1.60%) Star Schema
18 23 (1.53%) Apache Iceberg
Development Applications
1 81 (5.40%) Git
2 11 (0.73%) Jenkins
3 9 (0.60%) JIRA
4 5 (0.33%) MLflow
4 5 (0.33%) Visual Studio
5 4 (0.27%) GitLab
6 2 (0.13%) LabVIEW
6 2 (0.13%) TeamCity
7 1 (0.067%) DBeaver
7 1 (0.067%) Deequ
7 1 (0.067%) Oracle APEX
7 1 (0.067%) Robot Framework
7 1 (0.067%) Selenium
7 1 (0.067%) SQL Server Management Studio (SSMS)
7 1 (0.067%) Yeoman
General
1 185 (12.34%) Finance
2 139 (9.27%) Social Skills
3 116 (7.74%) Analytical Skills
4 108 (7.20%) Public Sector
5 36 (2.40%) Law
5 36 (2.40%) Manufacturing
6 33 (2.20%) Telecoms
7 28 (1.87%) Retail
8 26 (1.73%) Inclusion and Diversity
8 26 (1.73%) Marketing
9 18 (1.20%) Banking
10 12 (0.80%) Advertising
11 11 (0.73%) Health Technology
12 10 (0.67%) Automotive
12 10 (0.67%) Organisational Skills
13 8 (0.53%) Documentation Skills
14 7 (0.47%) Military
15 6 (0.40%) Games
16 5 (0.33%) Presentation Skills
17 3 (0.20%) Digital Health
Libraries, Frameworks & Software Standards
1 133 (8.87%) PySpark
2 87 (5.80%) Kafka
3 16 (1.07%) Pandas
3 16 (1.07%) REST
4 14 (0.93%) ARM Templates
5 12 (0.80%) Apache NiFi
6 10 (0.67%) gRPC
7 8 (0.53%) JSON
7 8 (0.53%) LangChain
8 7 (0.47%) NumPy
9 5 (0.33%) Great Expectations
9 5 (0.33%) PyTorch
10 4 (0.27%) .NET
10 4 (0.27%) Apache Beam
10 4 (0.27%) RabbitMQ
10 4 (0.27%) React
10 4 (0.27%) TensorFlow
10 4 (0.27%) YAML
11 3 (0.20%) EDI
11 3 (0.20%) SOAP
Miscellaneous
1 59 (3.94%) Cloud Native
2 26 (1.73%) Product Ownership
3 19 (1.27%) Fibre Optics
4 18 (1.20%) Distributed Systems
5 17 (1.13%) Driving Licence
6 15 (1.00%) Data Structures
7 14 (0.93%) Greenfield Project
8 13 (0.87%) Legacy Systems
8 13 (0.87%) Video\Live Streaming
9 12 (0.80%) Data Centre
9 12 (0.80%) Over-the-Top Content
10 11 (0.73%) Onboarding
11 10 (0.67%) Distributed Computing
11 10 (0.67%) Marketing Technology
11 10 (0.67%) Self-Motivation
12 9 (0.60%) AI Agents
12 9 (0.60%) Sports Betting
13 8 (0.53%) NHS
13 8 (0.53%) Replication
14 7 (0.47%) Enterprise Cloud
Operating Systems
1 12 (0.80%) Linux
2 1 (0.067%) Unix
2 1 (0.067%) Windows
2 1 (0.067%) Windows Server
Processes & Methodologies
1 522 (34.82%) Data Pipeline
2 501 (33.42%) Analytics
3 451 (30.09%) Data Engineering
4 396 (26.42%) ETL
5 340 (22.68%) Data Modelling
6 266 (17.75%) CI/CD
7 241 (16.08%) AI
8 223 (14.88%) Business Intelligence
9 188 (12.54%) Agile
10 187 (12.47%) Decision-Making
11 157 (10.47%) Data Governance
12 152 (10.14%) Machine Learning
13 150 (10.01%) Data Science
14 149 (9.94%) DevOps
15 139 (9.27%) Problem-Solving
16 128 (8.54%) Data Architecture
17 127 (8.47%) Platform Engineering
18 124 (8.27%) Mentoring
19 90 (6.00%) Data Integration
20 88 (5.87%) Infrastructure as Code
Programming Languages
1 554 (36.96%) SQL
2 552 (36.82%) Python
3 64 (4.27%) Scala
4 49 (3.27%) Java
5 23 (1.53%) Bash
6 12 (0.80%) PowerShell
6 12 (0.80%) T-SQL
7 11 (0.73%) Go
8 9 (0.60%) Data Analysis Expressions
8 9 (0.60%) R
8 9 (0.60%) TypeScript
9 7 (0.47%) C++
10 6 (0.40%) C#
10 6 (0.40%) Groovy
11 5 (0.33%) Bicep
12 4 (0.27%) JavaScript
12 4 (0.27%) PL/SQL
13 2 (0.13%) Kusto Query Language
13 2 (0.13%) Rust
13 2 (0.13%) VBA
Qualifications
1 171 (11.41%) Security Cleared
2 123 (8.21%) SC Cleared
3 70 (4.67%) Degree
4 46 (3.07%) DV Cleared
5 40 (2.67%) Computer Science Degree
6 16 (1.07%) Azure Certification
7 14 (0.93%) Master's Degree
8 8 (0.53%) BPSS Clearance
8 8 (0.53%) DBS Check
9 7 (0.47%) AWS Certification
10 4 (0.27%) AWS Certified Solutions Architect
10 4 (0.27%) Microsoft Certification
11 3 (0.20%) CITP
12 1 (0.067%) AWS Certified DevOps Engineer
12 1 (0.067%) CISM
12 1 (0.067%) CISSP
12 1 (0.067%) City & Guilds
12 1 (0.067%) PhD
Quality Assurance & Compliance
1 252 (16.81%) Data Quality
2 42 (2.80%) GDPR
3 20 (1.33%) SLA
4 13 (0.87%) QA
5 6 (0.40%) Accessibility
6 4 (0.27%) ISO/IEC 27001
7 2 (0.13%) HIPAA
8 1 (0.067%) NIST
8 1 (0.067%) PCI DSS
8 1 (0.067%) Sarbanes-Oxley
8 1 (0.067%) SOC 2
System Software
1 59 (3.94%) Docker
2 1 (0.067%) Active Directory
Systems Management
1 134 (8.94%) Terraform
2 35 (2.33%) Kubernetes
3 6 (0.40%) Grafana
4 3 (0.20%) Control-M
4 3 (0.20%) Kibana
4 3 (0.20%) Prometheus
5 1 (0.067%) Ansible
5 1 (0.067%) CASB
5 1 (0.067%) Kubeflow
Vendors
1 247 (16.48%) Databricks
2 186 (12.41%) Microsoft
3 36 (2.40%) Google
4 23 (1.53%) Oracle
5 18 (1.20%) Salesforce
6 15 (1.00%) Palantir
7 14 (0.93%) Talend
8 13 (0.87%) Informatica
9 12 (0.80%) Foundry
10 10 (0.67%) SAP
10 10 (0.67%) Typelevel
11 7 (0.47%) 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