Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £69,250 per year, according to job vacancies posted during the 6 months leading to 21 December 2025.

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

6 months to
21 Dec 2025
Same period 2024 Same period 2023
Rank 178 200 133
Rank change year-on-year +22 -67 +20
Permanent jobs requiring a Data Engineer 732 769 1,039
As % of all permanent jobs in England 1.41% 1.52% 2.42%
As % of the Job Titles category 1.56% 1.63% 2.54%
Number of salaries quoted 554 606 794
10th Percentile £46,000 £43,750 £46,250
25th Percentile £57,500 £52,500 £52,500
Median annual salary (50th Percentile) £69,250 £70,000 £70,000
Median % change year-on-year -1.07% - -
75th Percentile £85,000 £92,500 £88,750
90th Percentile £97,500 £115,000 £107,125
UK median annual salary £70,000 £70,000 £70,000

All Permanent IT Job Vacancies
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 46,939 47,175 40,877
% of permanent jobs with a recognized job title 90.55% 93.37% 95.08%
Number of salaries quoted 29,416 25,373 32,031
10th Percentile £28,500 £33,000 £31,750
25th Percentile £36,250 £45,000 £43,000
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -
75th Percentile £75,000 £78,750 £80,000
90th Percentile £95,000 £97,500 £100,000
UK median annual salary £55,000 £60,000 £60,000
% 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 21 December 2025.

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 December 2025. 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 +19 329 £80,000 -5.88% 132
North of England +24 127 £65,000 +4.00% 63
Midlands +48 121 £65,000 +18.18% 39
West Midlands +55 97 £64,250 +16.82% 30
South East +5 67 £60,000 -4.00% 102
North West +36 64 £60,000 - 39
Yorkshire +12 54 £67,500 +11.57% 13
South West +7 47 £70,000 +27.27% 39
East of England +15 26 £62,500 +13.64% 21
East Midlands -2 24 £67,500 +18.42% 9
North East -8 9 £67,500 +3.11% 11
Data Engineer
UK

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

For the 6 months to 21 December 2025, 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.

1 449 (61.34%) SQL
2 431 (58.88%) Python
3 346 (47.27%) Data Engineering
4 344 (46.99%) Azure
5 316 (43.17%) Data Pipeline
6 307 (41.94%) ETL
7 275 (37.57%) Analytics
8 242 (33.06%) Data Modelling
9 218 (29.78%) Data Warehouse
10 189 (25.82%) AWS
11 188 (25.68%) Databricks
12 178 (24.32%) Business Intelligence
12 178 (24.32%) CI/CD
13 158 (21.58%) Power Platform
14 155 (21.17%) Power BI
15 138 (18.85%) Agile
16 133 (18.17%) DevOps
17 129 (17.62%) Problem-Solving
18 128 (17.49%) Azure Data Factory
19 123 (16.80%) Microsoft
20 120 (16.39%) Data Quality
20 120 (16.39%) Decision-Making
21 114 (15.57%) AI
21 114 (15.57%) Data Lake
22 112 (15.30%) Data Science
22 112 (15.30%) Mentoring
23 108 (14.75%) Data Governance
24 94 (12.84%) SQL Server
25 92 (12.57%) Machine Learning
26 84 (11.48%) Azure Synapse Analytics

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 72 (9.84%) Apache Spark
2 55 (7.51%) Apache Airflow
3 43 (5.87%) Apache
4 11 (1.50%) SAS
5 5 (0.68%) Confluence
6 3 (0.41%) Luigi
7 1 (0.14%) Apache Solr
7 1 (0.14%) Apache Superset
7 1 (0.14%) ArcGIS
7 1 (0.14%) GeoServer
7 1 (0.14%) IIS
7 1 (0.14%) Oracle SOA Suite
7 1 (0.14%) Oracle Workflow
Applications
1 7 (0.96%) Microsoft Excel
2 6 (0.82%) Microsoft Office
3 2 (0.27%) Microsoft PowerPoint
4 1 (0.14%) Chatbot
4 1 (0.14%) Notion
4 1 (0.14%) Spreadsheet
Business Applications
1 2 (0.27%) Aladdin
2 1 (0.14%) NetSuite
2 1 (0.14%) Oracle BPM
2 1 (0.14%) SAP ERP
2 1 (0.14%) SimCorp Dimension
Cloud Services
1 344 (46.99%) Azure
2 189 (25.82%) AWS
3 158 (21.58%) Power Platform
4 128 (17.49%) Azure Data Factory
5 84 (11.48%) Azure Synapse Analytics
6 79 (10.79%) GCP
7 72 (9.84%) Snowflake
8 53 (7.24%) Amazon S3
9 52 (7.10%) Azure DevOps
10 51 (6.97%) dbt
11 46 (6.28%) Serverless
12 37 (5.05%) AWS Lambda
13 34 (4.64%) SaaS
14 26 (3.55%) GitHub
15 22 (3.01%) AWS Step Functions
16 19 (2.60%) Microsoft Purview
17 16 (2.19%) Amazon Kinesis
17 16 (2.19%) Fivetran
18 15 (2.05%) Matillion
19 13 (1.78%) Amazon SageMaker
Communications & Networking
1 35 (4.78%) Structured Cabling
2 32 (4.37%) Wi-Fi
3 3 (0.41%) Kerberos
4 1 (0.14%) DAB
Database & Business Intelligence
1 218 (29.78%) Data Warehouse
2 155 (21.17%) Power BI
3 114 (15.57%) Data Lake
4 94 (12.84%) SQL Server
5 53 (7.24%) Amazon Redshift
5 53 (7.24%) Metadata
6 47 (6.42%) Big Data
7 38 (5.19%) Azure SQL Database
7 38 (5.19%) Delta Lake
7 38 (5.19%) SQL Server Integration Services
8 34 (4.64%) Hadoop
9 31 (4.23%) NoSQL
10 30 (4.10%) SQL Server Reporting Services
11 28 (3.83%) MySQL
12 26 (3.55%) Relational Database
13 24 (3.28%) PostgreSQL
14 21 (2.87%) Tableau
15 20 (2.73%) SQL Server Analysis Services
16 18 (2.46%) Amazon RDS
16 18 (2.46%) MongoDB
Development Applications
1 41 (5.60%) Git
2 15 (2.05%) JIRA
3 9 (1.23%) Jenkins
4 5 (0.68%) MLflow
5 4 (0.55%) GitLab
5 4 (0.55%) LabVIEW
6 2 (0.27%) CircleCI
7 1 (0.14%) Bitbucket
7 1 (0.14%) Deequ
7 1 (0.14%) Selenium
General
1 158 (21.58%) Finance
2 134 (18.31%) Social Skills
3 84 (11.48%) Analytical Skills
4 47 (6.42%) Retail
5 44 (6.01%) Legal
6 31 (4.23%) Law
6 31 (4.23%) Public Sector
7 28 (3.83%) Marketing
8 22 (3.01%) Manufacturing
9 19 (2.60%) Inclusion and Diversity
10 12 (1.64%) Influencing Skills
11 11 (1.50%) Banking
11 11 (1.50%) Financial Institution
12 9 (1.23%) Telecoms
13 8 (1.09%) Tech for Good
14 7 (0.96%) Aerospace
14 7 (0.96%) Automotive
14 7 (0.96%) Front Office
15 6 (0.82%) Games
15 6 (0.82%) Organisational Skills
Libraries, Frameworks & Software Standards
1 82 (11.20%) PySpark
2 47 (6.42%) Kafka
3 13 (1.78%) XML
4 12 (1.64%) JSON
4 12 (1.64%) Pandas
4 12 (1.64%) PyTorch
4 12 (1.64%) TensorFlow
5 11 (1.50%) LangChain
6 10 (1.37%) REST
6 10 (1.37%) Spark Streaming
7 8 (1.09%) boto
7 8 (1.09%) HTML
8 6 (0.82%) .NET
8 6 (0.82%) React
8 6 (0.82%) scikit-learn
9 5 (0.68%) Snowpark
10 4 (0.55%) ADO
10 4 (0.55%) Node.js
10 4 (0.55%) NumPy
10 4 (0.55%) pytest
Miscellaneous
1 31 (4.23%) Driving Licence
1 31 (4.23%) Onboarding
2 25 (3.42%) Distributed Systems
3 24 (3.28%) Cloud Native
3 24 (3.28%) Greenfield Project
4 19 (2.60%) Legacy Systems
5 14 (1.91%) Data Structures
6 12 (1.64%) e-Learning
7 9 (1.23%) Distributed Computing
8 8 (1.09%) Algorithms
9 6 (0.82%) Self-Motivation
10 5 (0.68%) AI Agents
10 5 (0.68%) Data Centre
10 5 (0.68%) Low-Code
10 5 (0.68%) Product Ownership
11 4 (0.55%) Analytical Mindset
11 4 (0.55%) Fibre Optics
11 4 (0.55%) Hedge funds
11 4 (0.55%) IoT
11 4 (0.55%) Virtual Team
Operating Systems
1 6 (0.82%) Unix
2 4 (0.55%) Linux
3 1 (0.14%) Red Hat Enterprise Linux
3 1 (0.14%) Windows
Processes & Methodologies
1 346 (47.27%) Data Engineering
2 316 (43.17%) Data Pipeline
3 307 (41.94%) ETL
4 275 (37.57%) Analytics
5 242 (33.06%) Data Modelling
6 178 (24.32%) Business Intelligence
6 178 (24.32%) CI/CD
7 138 (18.85%) Agile
8 133 (18.17%) DevOps
9 129 (17.62%) Problem-Solving
10 120 (16.39%) Decision-Making
11 114 (15.57%) AI
12 112 (15.30%) Data Science
12 112 (15.30%) Mentoring
13 108 (14.75%) Data Governance
14 92 (12.57%) Machine Learning
15 67 (9.15%) Data Architecture
16 61 (8.33%) Data Integration
17 60 (8.20%) Migration
18 58 (7.92%) Visualisation
Programming Languages
1 449 (61.34%) SQL
2 431 (58.88%) Python
3 62 (8.47%) Scala
4 41 (5.60%) Java
5 38 (5.19%) T-SQL
6 19 (2.60%) C#
6 19 (2.60%) Data Analysis Expressions
7 13 (1.78%) PowerShell
7 13 (1.78%) R
8 12 (1.64%) Bash
9 8 (1.09%) TypeScript
10 7 (0.96%) PL/SQL
11 6 (0.82%) Bicep
12 5 (0.68%) JavaScript
12 5 (0.68%) PHP
13 3 (0.41%) C++
13 3 (0.41%) Fortran
13 3 (0.41%) Ruby
14 2 (0.27%) Groovy
14 2 (0.27%) Shell Script
Qualifications
1 78 (10.66%) Security Cleared
2 45 (6.15%) Degree
3 33 (4.51%) SC Cleared
4 17 (2.32%) Microsoft Certification
5 16 (2.19%) Computer Science Degree
6 12 (1.64%) CISSP
6 12 (1.64%) DV Cleared
6 12 (1.64%) MCSE
6 12 (1.64%) OCP
6 12 (1.64%) Oracle Certification
7 10 (1.37%) Azure Certification
8 8 (1.09%) AWS Certification
8 8 (1.09%) SnowPro
9 6 (0.82%) Master's Degree
10 4 (0.55%) BPSS Clearance
10 4 (0.55%) ISTQB
11 2 (0.27%) PhD
12 1 (0.14%) HNC
12 1 (0.14%) HND
Quality Assurance & Compliance
1 120 (16.39%) Data Quality
2 46 (6.28%) GDPR
3 9 (1.23%) Accessibility
4 7 (0.96%) ISO/IEC 27001
4 7 (0.96%) QA
5 4 (0.55%) SLA
6 3 (0.41%) HIPAA
7 2 (0.27%) NIST
8 1 (0.14%) California Consumer Privacy Act
8 1 (0.14%) Sarbanes-Oxley
System Software
1 48 (6.56%) Docker
2 9 (1.23%) HDFS
3 3 (0.41%) Active Directory
4 1 (0.14%) Apache ZooKeeper
Systems Management
1 47 (6.42%) Terraform
2 37 (5.05%) Kubernetes
3 6 (0.82%) Ansible
4 3 (0.41%) Argo
4 3 (0.41%) Control-M
4 3 (0.41%) Puppet
5 2 (0.27%) Grafana
5 2 (0.27%) Progress Chef
6 1 (0.14%) Ambari
6 1 (0.14%) Kibana
6 1 (0.14%) ZABBIX
Vendors
1 188 (25.68%) Databricks
2 123 (16.80%) Microsoft
3 41 (5.60%) Oracle
4 13 (1.78%) Talend
5 12 (1.64%) Informatica
6 11 (1.50%) Google
7 8 (1.09%) Dataiku
7 8 (1.09%) Palantir
7 8 (1.09%) SAP
8 7 (0.96%) Cloudera
9 5 (0.68%) OpenAI
10 4 (0.55%) Dell
10 4 (0.55%) IBM
11 3 (0.41%) Alteryx
11 3 (0.41%) BMC
11 3 (0.41%) Foundry
11 3 (0.41%) Netezza
11 3 (0.41%) Red Hat
12 2 (0.27%) Bloomberg
12 2 (0.27%) MuleSoft