Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £67,500 per year, according to job vacancies posted during the 6 months leading to 23 January 2026.

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

6 months to
23 Jan 2026
Same period 2025 Same period 2024
Rank 158 197 130
Rank change year-on-year +39 -67 +25
Permanent jobs requiring a Data Engineer 826 741 1,341
As % of all permanent jobs in England 1.51% 1.55% 2.36%
As % of the Job Titles category 1.66% 1.68% 2.49%
Number of salaries quoted 620 572 1,022
10th Percentile £46,000 £45,000 £40,000
25th Percentile £55,996 £53,000 £48,341
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -7.14%
75th Percentile £85,000 £92,500 £85,938
90th Percentile £100,000 £115,000 £100,000
UK median annual salary £67,500 £70,000 £65,000
% change year-on-year -3.57% +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 49,796 44,069 53,935
% of permanent jobs with a recognized job title 90.93% 92.09% 95.06%
Number of salaries quoted 31,642 23,032 42,681
10th Percentile £29,000 £33,750 £30,000
25th Percentile £37,500 £45,000 £40,262
Median annual salary (50th Percentile) £55,000 £60,000 £56,000
Median % change year-on-year -8.33% +7.14% -10.40%
75th Percentile £75,000 £80,000 £75,969
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -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 23 January 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 23 January 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 +26 365 £82,500 -2.94% 168
North of England +34 133 £65,000 +4.00% 116
Midlands +61 120 £60,000 +9.09% 80
West Midlands +65 99 £60,000 +9.09% 37
South East +5 85 £65,000 - 209
North West +30 72 £62,500 +2.04% 59
South West +15 59 £65,000 +18.18% 76
Yorkshire -3 49 £65,000 +4.00% 41
East of England +41 48 £65,000 +18.18% 83
East Midlands -4 21 £65,000 +8.79% 43
North East -5 12 £66,250 -3.64% 18
Data Engineer
UK

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

For the 6 months to 23 January 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.

1 441 (53.39%) SQL
2 417 (50.48%) Python
3 378 (45.76%) Data Engineering
4 357 (43.22%) Data Pipeline
5 334 (40.44%) Azure
6 329 (39.83%) ETL
7 309 (37.41%) Analytics
8 235 (28.45%) Data Modelling
9 204 (24.70%) Data Warehouse
10 203 (24.58%) AWS
11 190 (23.00%) Databricks
12 184 (22.28%) CI/CD
13 183 (22.15%) Business Intelligence
14 148 (17.92%) Data Quality
15 146 (17.68%) Power Platform
16 143 (17.31%) Agile
16 143 (17.31%) Power BI
17 141 (17.07%) AI
18 132 (15.98%) DevOps
19 130 (15.74%) Data Science
20 129 (15.62%) Azure Data Factory
21 125 (15.13%) Data Governance
22 122 (14.77%) Data Lake
23 121 (14.65%) Problem-Solving
24 120 (14.53%) Decision-Making
24 120 (14.53%) Microsoft
25 119 (14.41%) Security Cleared
26 109 (13.20%) Mentoring
27 105 (12.71%) Machine Learning
28 92 (11.14%) SQL Server

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 74 (8.96%) Apache Spark
2 68 (8.23%) Apache Airflow
3 57 (6.90%) Apache
4 10 (1.21%) SAS
5 6 (0.73%) Confluence
6 3 (0.36%) Luigi
7 2 (0.24%) Apache Qpid
8 1 (0.12%) Apache Solr
8 1 (0.12%) Apache Superset
8 1 (0.12%) ArcGIS
8 1 (0.12%) GeoServer
8 1 (0.12%) IIS
8 1 (0.12%) Oracle Application Server
8 1 (0.12%) Oracle SOA Suite
Applications
1 7 (0.85%) Microsoft Excel
2 6 (0.73%) Microsoft Office
3 2 (0.24%) Chatbot
3 2 (0.24%) Microsoft PowerPoint
4 1 (0.12%) Notion
4 1 (0.12%) Spreadsheet
Business Applications
1 1 (0.12%) Aladdin
1 1 (0.12%) NetSuite
1 1 (0.12%) Oracle BPM
1 1 (0.12%) SAP ERP
1 1 (0.12%) SimCorp Dimension
Cloud Services
1 334 (40.44%) Azure
2 203 (24.58%) AWS
3 146 (17.68%) Power Platform
4 129 (15.62%) Azure Data Factory
5 85 (10.29%) GCP
6 81 (9.81%) Azure Synapse Analytics
7 78 (9.44%) Snowflake
8 61 (7.38%) Amazon S3
9 51 (6.17%) Azure DevOps
10 50 (6.05%) dbt
11 44 (5.33%) Serverless
12 37 (4.48%) AWS Lambda
13 34 (4.12%) SaaS
14 29 (3.51%) GitHub
15 22 (2.66%) Amazon Kinesis
15 22 (2.66%) AWS Step Functions
16 18 (2.18%) Microsoft Purview
17 17 (2.06%) Fivetran
18 15 (1.82%) Matillion
19 12 (1.45%) Amazon SageMaker
Communications & Networking
1 44 (5.33%) Structured Cabling
2 40 (4.84%) Wi-Fi
3 3 (0.36%) Broadband
3 3 (0.36%) Kerberos
4 1 (0.12%) DAB
4 1 (0.12%) LTE
4 1 (0.12%) Software-Defined Radio
4 1 (0.12%) Wireless
Database & Business Intelligence
1 204 (24.70%) Data Warehouse
2 143 (17.31%) Power BI
3 122 (14.77%) Data Lake
4 92 (11.14%) SQL Server
5 60 (7.26%) Metadata
6 58 (7.02%) Amazon Redshift
7 48 (5.81%) Big Data
8 41 (4.96%) Azure SQL Database
8 41 (4.96%) Delta Lake
9 40 (4.84%) SQL Server Integration Services
10 33 (4.00%) SQL Server Reporting Services
11 31 (3.75%) Hadoop
11 31 (3.75%) NoSQL
12 27 (3.27%) Relational Database
12 27 (3.27%) Tableau
13 26 (3.15%) BigQuery
13 26 (3.15%) MySQL
13 26 (3.15%) PostgreSQL
14 23 (2.78%) Amazon Athena
15 22 (2.66%) Apache Iceberg
Development Applications
1 54 (6.54%) Git
2 15 (1.82%) JIRA
3 11 (1.33%) Jenkins
4 7 (0.85%) MLflow
5 5 (0.61%) GitLab
6 4 (0.48%) LabVIEW
7 2 (0.24%) CircleCI
7 2 (0.24%) Deequ
7 2 (0.24%) TeamCity
8 1 (0.12%) Bitbucket
8 1 (0.12%) DBeaver
8 1 (0.12%) Robot Framework
8 1 (0.12%) Selenium
8 1 (0.12%) SQL Server Management Studio (SSMS)
General
1 178 (21.55%) Finance
2 132 (15.98%) Social Skills
3 74 (8.96%) Analytical Skills
4 49 (5.93%) Public Sector
5 46 (5.57%) Legal
6 28 (3.39%) Manufacturing
6 28 (3.39%) Retail
7 27 (3.27%) Law
8 25 (3.03%) Marketing
9 20 (2.42%) Inclusion and Diversity
10 18 (2.18%) Banking
10 18 (2.18%) Telecoms
11 13 (1.57%) Automotive
12 12 (1.45%) Financial Institution
12 12 (1.45%) Influencing Skills
13 9 (1.09%) Documentation Skills
14 8 (0.97%) Aerospace
15 7 (0.85%) Organisational Skills
16 6 (0.73%) Front Office
17 5 (0.61%) Military
Libraries, Frameworks & Software Standards
1 86 (10.41%) PySpark
2 54 (6.54%) Kafka
3 16 (1.94%) LangChain
4 14 (1.69%) PyTorch
5 13 (1.57%) Pandas
6 12 (1.45%) TensorFlow
7 10 (1.21%) Spark Streaming
7 10 (1.21%) XML
8 9 (1.09%) JSON
8 9 (1.09%) REST
9 8 (0.97%) boto
9 8 (0.97%) HTML
10 6 (0.73%) Apache NiFi
11 5 (0.61%) NumPy
11 5 (0.61%) pytest
11 5 (0.61%) scikit-learn
11 5 (0.61%) Snowpark
12 4 (0.48%) .NET
12 4 (0.48%) CSS
12 4 (0.48%) Node.js
Miscellaneous
1 33 (4.00%) Driving Licence
2 31 (3.75%) Onboarding
3 24 (2.91%) Cloud Native
3 24 (2.91%) Distributed Systems
4 23 (2.78%) Greenfield Project
5 18 (2.18%) Legacy Systems
6 12 (1.45%) Data Centre
6 12 (1.45%) Data Structures
6 12 (1.45%) e-Learning
7 11 (1.33%) Fibre Optics
7 11 (1.33%) Self-Motivation
8 10 (1.21%) Distributed Computing
8 10 (1.21%) Product Ownership
9 8 (0.97%) AI Agents
9 8 (0.97%) Algorithms
10 5 (0.61%) Low-Code
10 5 (0.61%) Management Information System
10 5 (0.61%) Virtual Team
11 4 (0.48%) Analytical Mindset
11 4 (0.48%) Equities
Operating Systems
1 9 (1.09%) Linux
2 6 (0.73%) Unix
3 1 (0.12%) Red Hat Enterprise Linux
3 1 (0.12%) Windows
Processes & Methodologies
1 378 (45.76%) Data Engineering
2 357 (43.22%) Data Pipeline
3 329 (39.83%) ETL
4 309 (37.41%) Analytics
5 235 (28.45%) Data Modelling
6 184 (22.28%) CI/CD
7 183 (22.15%) Business Intelligence
8 143 (17.31%) Agile
9 141 (17.07%) AI
10 132 (15.98%) DevOps
11 130 (15.74%) Data Science
12 125 (15.13%) Data Governance
13 121 (14.65%) Problem-Solving
14 120 (14.53%) Decision-Making
15 109 (13.20%) Mentoring
16 105 (12.71%) Machine Learning
17 74 (8.96%) Data Architecture
18 64 (7.75%) Data Integration
19 60 (7.26%) Migration
20 54 (6.54%) Data Security
Programming Languages
1 441 (53.39%) SQL
2 417 (50.48%) Python
3 63 (7.63%) Scala
4 42 (5.08%) Java
5 36 (4.36%) T-SQL
6 19 (2.30%) Data Analysis Expressions
7 18 (2.18%) Bash
7 18 (2.18%) C#
8 13 (1.57%) PowerShell
9 12 (1.45%) R
10 6 (0.73%) Bicep
10 6 (0.73%) TypeScript
11 5 (0.61%) Groovy
11 5 (0.61%) JavaScript
11 5 (0.61%) PHP
12 4 (0.48%) C++
13 3 (0.36%) PL/SQL
13 3 (0.36%) Ruby
14 2 (0.24%) Rust
15 1 (0.12%) Korn
Qualifications
1 119 (14.41%) Security Cleared
2 66 (7.99%) SC Cleared
3 50 (6.05%) Degree
4 19 (2.30%) Computer Science Degree
5 17 (2.06%) DV Cleared
5 17 (2.06%) Microsoft Certification
6 13 (1.57%) Azure Certification
7 12 (1.45%) CISSP
7 12 (1.45%) MCSE
7 12 (1.45%) OCP
7 12 (1.45%) Oracle Certification
8 10 (1.21%) AWS Certification
9 9 (1.09%) Master's Degree
10 8 (0.97%) SnowPro
11 7 (0.85%) BPSS Clearance
12 4 (0.48%) ISTQB
13 2 (0.24%) AWS Certified Solutions Architect
13 2 (0.24%) PhD
14 1 (0.12%) HNC
14 1 (0.12%) HND
Quality Assurance & Compliance
1 148 (17.92%) Data Quality
2 46 (5.57%) GDPR
3 11 (1.33%) Accessibility
4 8 (0.97%) ISO/IEC 27001
5 6 (0.73%) QA
5 6 (0.73%) SLA
6 3 (0.36%) HIPAA
7 1 (0.12%) California Consumer Privacy Act
7 1 (0.12%) NIST
7 1 (0.12%) Sarbanes-Oxley
System Software
1 51 (6.17%) Docker
2 9 (1.09%) HDFS
3 3 (0.36%) Active Directory
4 1 (0.12%) Apache ZooKeeper
Systems Management
1 55 (6.66%) Terraform
2 43 (5.21%) Kubernetes
3 6 (0.73%) Ansible
4 3 (0.36%) Argo
4 3 (0.36%) Control-M
4 3 (0.36%) Puppet
5 2 (0.24%) Grafana
5 2 (0.24%) Progress Chef
6 1 (0.12%) Ambari
6 1 (0.12%) ZABBIX
Vendors
1 190 (23.00%) Databricks
2 120 (14.53%) Microsoft
3 39 (4.72%) Oracle
4 13 (1.57%) Google
4 13 (1.57%) Talend
5 10 (1.21%) Informatica
6 9 (1.09%) OpenAI
6 9 (1.09%) Palantir
7 8 (0.97%) Dataiku
8 7 (0.85%) Cloudera
8 7 (0.85%) SAP
9 5 (0.61%) Netezza
10 4 (0.48%) Dell
10 4 (0.48%) Foundry
10 4 (0.48%) IBM
11 3 (0.36%) BMC
11 3 (0.36%) Red Hat
12 2 (0.24%) Alteryx
12 2 (0.24%) Bloomberg
12 2 (0.24%) MuleSoft