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 17 May 2026.

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

6 months to
17 May 2026
Same period 2025 Same period 2024
Rank 103 204 158
Rank change year-on-year +101 -46 -12
Permanent jobs requiring a Data Engineer 1,449 651 1,541
As % of all permanent jobs in England 1.77% 1.65% 1.82%
As % of the Job Titles category 1.90% 1.84% 1.93%
Number of salaries quoted 1,121 527 1,126
10th Percentile £45,000 £50,000 £34,328
25th Percentile £55,000 £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 £98,750 £85,000
90th Percentile £95,000 £115,000 £97,500
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 76,166 35,415 79,894
% of permanent jobs with a recognized job title 93.28% 89.91% 94.52%
Number of salaries quoted 51,416 20,957 60,651
10th Percentile £30,000 £30,000 £28,500
25th Percentile £40,000 £41,250 £38,075
Median annual salary (50th Percentile) £55,000 £57,500 £53,500
Median % change year-on-year -4.35% +7.48% -12.01%
75th Percentile £75,000 £77,500 £71,250
90th Percentile £96,250 £100,000 £90,822
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 17 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 17 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 £82,750 -8.06% 120
North of England +80 292 £70,000 +12.00% 85
South East +107 230 £57,500 -17.86% 92
Midlands +65 166 £65,000 +8.33% 47
North West +92 153 £70,000 +6.56% 38
West Midlands +63 129 £65,000 +8.33% 30
South West +29 113 £50,000 -9.09% 34
Yorkshire +4 108 £68,750 +14.58% 23
East of England +38 92 £65,000 +1.56% 4
East Midlands -21 37 £56,250 -2.17% 17
North East -14 31 £65,000 -3.70% 27
Data Engineer
UK

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

For the 6 months to 17 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.

1 535 (36.92%) SQL
2 529 (36.51%) Python
3 501 (34.58%) Data Pipeline
4 481 (33.20%) Analytics
5 435 (30.02%) Data Engineering
6 410 (28.30%) Azure
7 396 (27.33%) ETL
8 316 (21.81%) Data Modelling
9 294 (20.29%) AWS
10 259 (17.87%) CI/CD
11 244 (16.84%) Databricks
12 220 (15.18%) Data Quality
13 217 (14.98%) AI
14 215 (14.84%) Business Intelligence
15 182 (12.56%) Agile
16 181 (12.49%) Data Warehouse
17 179 (12.35%) Microsoft
18 176 (12.15%) Decision-Making
19 160 (11.04%) Azure Data Factory
20 154 (10.63%) Security Cleared
21 151 (10.42%) DevOps
22 149 (10.28%) Power Platform
23 148 (10.21%) Data Science
24 146 (10.08%) Data Governance
25 142 (9.80%) Power BI
26 136 (9.39%) Machine Learning
27 132 (9.11%) Problem-Solving
28 130 (8.97%) PySpark
29 127 (8.76%) Data Architecture
30 126 (8.70%) Terraform

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
1 125 (8.63%) Apache Airflow
2 68 (4.69%) Apache
3 65 (4.49%) Apache Spark
4 17 (1.17%) SAS
5 10 (0.69%) Palantir Foundry
6 7 (0.48%) Confluence
7 2 (0.14%) Apache Qpid
7 2 (0.14%) Luigi
7 2 (0.14%) Oracle Application Server
8 1 (0.069%) GeoServer
8 1 (0.069%) Jupyter
8 1 (0.069%) SharePoint
Applications
1 12 (0.83%) Microsoft Excel
2 5 (0.35%) Microsoft Office
3 2 (0.14%) Chatbot
4 1 (0.069%) Spreadsheet
Business Applications
1 1 (0.069%) Dynamics CRM
1 1 (0.069%) NetSuite
1 1 (0.069%) Primavera
Cloud Services
1 410 (28.30%) Azure
2 294 (20.29%) AWS
3 160 (11.04%) Azure Data Factory
4 149 (10.28%) Power Platform
5 124 (8.56%) GCP
6 108 (7.45%) Snowflake
7 93 (6.42%) dbt
8 85 (5.87%) Azure Synapse Analytics
9 68 (4.69%) Amazon S3
10 59 (4.07%) Azure DevOps
11 49 (3.38%) Serverless
12 40 (2.76%) SaaS
13 36 (2.48%) AWS Lambda
14 34 (2.35%) GitHub
15 25 (1.73%) Amazon Kinesis
16 18 (1.24%) Azure Monitor
16 18 (1.24%) GitHub Actions
17 17 (1.17%) Fivetran
18 15 (1.04%) Amazon EMR
18 15 (1.04%) Dagster
Communications & Networking
1 28 (1.93%) Broadband
2 24 (1.66%) Structured Cabling
3 16 (1.10%) Wi-Fi
4 5 (0.35%) DSLAM
4 5 (0.35%) Software-Defined Radio
5 4 (0.28%) Wireless
6 2 (0.14%) 4G
6 2 (0.14%) 5G
6 2 (0.14%) Internet
7 1 (0.069%) Kerberos
7 1 (0.069%) LTE
Database & Business Intelligence
1 181 (12.49%) Data Warehouse
2 142 (9.80%) Power BI
3 105 (7.25%) Data Lake
4 78 (5.38%) SQL Server
5 61 (4.21%) Amazon Redshift
5 61 (4.21%) Relational Database
6 55 (3.80%) BigQuery
7 50 (3.45%) Metadata
8 42 (2.90%) NoSQL
9 41 (2.83%) Azure SQL Database
10 40 (2.76%) Big Data
11 37 (2.55%) Spark SQL
12 35 (2.42%) SQL Server Integration Services
13 33 (2.28%) Delta Lake
14 29 (2.00%) PostgreSQL
14 29 (2.00%) SQL Server Reporting Services
15 27 (1.86%) Tableau
16 26 (1.79%) Amazon Athena
17 24 (1.66%) Apache Iceberg
17 24 (1.66%) MySQL
Development Applications
1 85 (5.87%) Git
2 10 (0.69%) JIRA
3 7 (0.48%) Jenkins
4 6 (0.41%) MLflow
5 4 (0.28%) Visual Studio
6 3 (0.21%) GitLab
6 3 (0.21%) LabVIEW
7 2 (0.14%) TeamCity
8 1 (0.069%) DBeaver
8 1 (0.069%) Deequ
8 1 (0.069%) Oracle APEX
8 1 (0.069%) Robot Framework
8 1 (0.069%) Selenium
8 1 (0.069%) SQL Server Management Studio (SSMS)
8 1 (0.069%) Yeoman
General
1 187 (12.91%) Finance
2 125 (8.63%) Social Skills
3 104 (7.18%) Analytical Skills
4 99 (6.83%) Public Sector
5 36 (2.48%) Law
5 36 (2.48%) Manufacturing
6 33 (2.28%) Telecoms
7 27 (1.86%) Marketing
8 26 (1.79%) Retail
9 18 (1.24%) Inclusion and Diversity
10 17 (1.17%) Banking
11 12 (0.83%) Advertising
11 12 (0.83%) Automotive
12 10 (0.69%) Documentation Skills
12 10 (0.69%) Health Technology
13 9 (0.62%) Organisational Skills
14 7 (0.48%) Military
15 4 (0.28%) Billing
15 4 (0.28%) Legal
15 4 (0.28%) Presentation Skills
Libraries, Frameworks & Software Standards
1 130 (8.97%) PySpark
2 83 (5.73%) Kafka
3 17 (1.17%) Pandas
4 14 (0.97%) REST
5 13 (0.90%) ARM Templates
6 11 (0.76%) LangChain
7 10 (0.69%) Apache NiFi
7 10 (0.69%) gRPC
8 8 (0.55%) JSON
8 8 (0.55%) PyTorch
9 7 (0.48%) TensorFlow
10 5 (0.35%) Great Expectations
10 5 (0.35%) NumPy
11 4 (0.28%) .NET
11 4 (0.28%) Apache Beam
11 4 (0.28%) HTML
11 4 (0.28%) RabbitMQ
11 4 (0.28%) React
12 3 (0.21%) EDI
12 3 (0.21%) SOAP
Miscellaneous
1 46 (3.17%) Cloud Native
2 24 (1.66%) Product Ownership
3 19 (1.31%) Distributed Systems
4 18 (1.24%) Driving Licence
4 18 (1.24%) Fibre Optics
5 13 (0.90%) Onboarding
5 13 (0.90%) Video\Live Streaming
6 12 (0.83%) Data Centre
6 12 (0.83%) Legacy Systems
6 12 (0.83%) Over-the-Top Content
7 11 (0.76%) Data Structures
7 11 (0.76%) Greenfield Project
7 11 (0.76%) Self-Motivation
8 10 (0.69%) Distributed Computing
8 10 (0.69%) Marketing Technology
9 9 (0.62%) AI Agents
10 8 (0.55%) NHS
10 8 (0.55%) Replication
11 7 (0.48%) Enterprise Cloud
11 7 (0.48%) Hedge funds
Operating Systems
1 12 (0.83%) Linux
2 1 (0.069%) Unix
2 1 (0.069%) Windows
2 1 (0.069%) Windows Server
Processes & Methodologies
1 501 (34.58%) Data Pipeline
2 481 (33.20%) Analytics
3 435 (30.02%) Data Engineering
4 396 (27.33%) ETL
5 316 (21.81%) Data Modelling
6 259 (17.87%) CI/CD
7 217 (14.98%) AI
8 215 (14.84%) Business Intelligence
9 182 (12.56%) Agile
10 176 (12.15%) Decision-Making
11 151 (10.42%) DevOps
12 148 (10.21%) Data Science
13 146 (10.08%) Data Governance
14 136 (9.39%) Machine Learning
15 132 (9.11%) Problem-Solving
16 127 (8.76%) Data Architecture
17 121 (8.35%) Platform Engineering
18 111 (7.66%) Mentoring
19 89 (6.14%) Data Integration
20 88 (6.07%) Infrastructure as Code
Programming Languages
1 535 (36.92%) SQL
2 529 (36.51%) Python
3 59 (4.07%) Scala
4 47 (3.24%) Java
5 26 (1.79%) Bash
6 13 (0.90%) PowerShell
7 11 (0.76%) Go
7 11 (0.76%) T-SQL
8 10 (0.69%) TypeScript
9 9 (0.62%) Data Analysis Expressions
10 8 (0.55%) R
11 7 (0.48%) C#
11 7 (0.48%) C++
12 6 (0.41%) Groovy
13 5 (0.35%) Bicep
14 4 (0.28%) JavaScript
15 3 (0.21%) PHP
16 2 (0.14%) PL/SQL
16 2 (0.14%) Rust
16 2 (0.14%) VBA
Qualifications
1 154 (10.63%) Security Cleared
2 102 (7.04%) SC Cleared
3 66 (4.55%) Degree
4 43 (2.97%) DV Cleared
5 41 (2.83%) Computer Science Degree
6 13 (0.90%) Master's Degree
7 12 (0.83%) Azure Certification
8 8 (0.55%) DBS Check
9 7 (0.48%) AWS Certification
9 7 (0.48%) BPSS Clearance
10 4 (0.28%) AWS Certified Solutions Architect
10 4 (0.28%) Microsoft Certification
11 3 (0.21%) CITP
12 1 (0.069%) AWS Certified DevOps Engineer
12 1 (0.069%) CISM
12 1 (0.069%) CISSP
12 1 (0.069%) City & Guilds
12 1 (0.069%) PhD
Quality Assurance & Compliance
1 220 (15.18%) Data Quality
2 41 (2.83%) GDPR
3 21 (1.45%) SLA
4 11 (0.76%) QA
5 7 (0.48%) Accessibility
6 4 (0.28%) ISO/IEC 27001
7 2 (0.14%) HIPAA
8 1 (0.069%) NIST
8 1 (0.069%) PCI DSS
8 1 (0.069%) Sarbanes-Oxley
8 1 (0.069%) SOC 2
System Software
1 55 (3.80%) Docker
2 1 (0.069%) Active Directory
Systems Management
1 126 (8.70%) Terraform
2 34 (2.35%) Kubernetes
3 6 (0.41%) Grafana
4 3 (0.21%) Control-M
4 3 (0.21%) Prometheus
5 1 (0.069%) Ansible
5 1 (0.069%) Argo
5 1 (0.069%) CASB
5 1 (0.069%) Kibana
5 1 (0.069%) Kubeflow
Vendors
1 244 (16.84%) Databricks
2 179 (12.35%) Microsoft
3 32 (2.21%) Google
4 30 (2.07%) Oracle
5 18 (1.24%) Talend
6 17 (1.17%) Palantir
6 17 (1.17%) Salesforce
7 16 (1.10%) Informatica
8 12 (0.83%) Foundry
9 10 (0.69%) SAP
9 10 (0.69%) Typelevel
10 7 (0.48%) Cloudera
10 7 (0.48%) OpenAI
11 5 (0.35%) BT
11 5 (0.35%) Netezza
12 4 (0.28%) Confluent
13 3 (0.21%) BMC
13 3 (0.21%) IBM
13 3 (0.21%) Planon
14 2 (0.14%) Splunk