Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £68,500 per year, according to job vacancies posted during the 6 months leading to 1 February 2026.

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

6 months to
1 Feb 2026
Same period 2025 Same period 2024
Rank 156 189 138
Rank change year-on-year +33 -51 +19
Permanent jobs requiring a Data Engineer 840 741 1,406
As % of all permanent jobs in England 1.50% 1.59% 2.23%
As % of the Job Titles category 1.64% 1.72% 2.35%
Number of salaries quoted 629 574 1,088
10th Percentile £46,000 £46,250 £35,000
25th Percentile £55,233 £53,000 £47,875
Median annual salary (50th Percentile) £68,500 £70,000 £65,000
Median % change year-on-year -2.14% +7.69% -7.14%
75th Percentile £85,000 £92,500 £85,000
90th Percentile £100,000 £115,000 £100,000
UK median annual salary £69,250 £70,000 £65,000
% change year-on-year -1.07% +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 51,126 42,959 59,855
% of permanent jobs with a recognized job title 91.03% 91.91% 94.94%
Number of salaries quoted 32,570 22,320 47,875
10th Percentile £29,000 £33,750 £29,000
25th Percentile £37,500 £45,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -12.00%
75th Percentile £75,000 £80,000 £75,000
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 1 February 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 1 February 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 +28 364 £81,250 -4.41% 199
North of England +12 127 £65,000 +4.00% 74
Midlands +60 126 £60,000 +9.09% 45
West Midlands +76 104 £60,000 +9.09% 35
South East +18 91 £65,000 -7.14% 124
North West +37 70 £62,500 +8.58% 49
South West +17 62 £62,500 +13.64% 43
East of England +43 51 £65,000 +13.04% 20
Yorkshire -6 46 £65,000 +4.00% 21
East Midlands -8 22 £65,000 +16.07% 10
North East -5 11 £65,000 - 7
Data Engineer
UK

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

For the 6 months to 1 February 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.

1 438 (52.14%) SQL
2 412 (49.05%) Python
3 380 (45.24%) Data Engineering
4 362 (43.10%) Data Pipeline
5 330 (39.29%) ETL
6 319 (37.98%) Azure
7 312 (37.14%) Analytics
8 228 (27.14%) Data Modelling
9 206 (24.52%) AWS
10 192 (22.86%) Databricks
11 188 (22.38%) Data Warehouse
12 186 (22.14%) Business Intelligence
13 172 (20.48%) CI/CD
14 146 (17.38%) Power Platform
15 145 (17.26%) Data Quality
16 143 (17.02%) Power BI
17 142 (16.90%) Agile
18 140 (16.67%) AI
19 133 (15.83%) Data Science
20 129 (15.36%) DevOps
21 125 (14.88%) Data Governance
22 124 (14.76%) Security Cleared
23 123 (14.64%) Azure Data Factory
24 121 (14.40%) Decision-Making
25 118 (14.05%) Microsoft
26 116 (13.81%) Data Lake
26 116 (13.81%) Problem-Solving
27 111 (13.21%) Mentoring
28 108 (12.86%) Machine Learning
29 91 (10.83%) 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 73 (8.69%) Apache Spark
2 72 (8.57%) Apache Airflow
3 56 (6.67%) Apache
4 14 (1.67%) SAS
5 6 (0.71%) Confluence
6 3 (0.36%) Luigi
6 3 (0.36%) Palantir Foundry
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 (0.83%) Microsoft Excel
1 7 (0.83%) Microsoft Office
2 2 (0.24%) Chatbot
2 2 (0.24%) Microsoft PowerPoint
3 1 (0.12%) Notion
3 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
1 319 (37.98%) Azure
2 206 (24.52%) AWS
3 146 (17.38%) Power Platform
4 123 (14.64%) Azure Data Factory
5 85 (10.12%) GCP
6 78 (9.29%) Azure Synapse Analytics
6 78 (9.29%) Snowflake
7 62 (7.38%) Amazon S3
8 51 (6.07%) Azure DevOps
8 51 (6.07%) dbt
9 44 (5.24%) Serverless
10 37 (4.40%) AWS Lambda
11 35 (4.17%) SaaS
12 26 (3.10%) GitHub
13 23 (2.74%) Amazon Kinesis
14 21 (2.50%) AWS Step Functions
15 18 (2.14%) Fivetran
16 14 (1.67%) Matillion
17 13 (1.55%) Microsoft Purview
18 12 (1.43%) Amazon EMR
Communications & Networking
1 44 (5.24%) Structured Cabling
2 40 (4.76%) Wi-Fi
3 5 (0.60%) Broadband
4 3 (0.36%) Kerberos
5 1 (0.12%) DAB
5 1 (0.12%) LTE
5 1 (0.12%) Software-Defined Radio
5 1 (0.12%) Wireless
Database & Business Intelligence
1 188 (22.38%) Data Warehouse
2 143 (17.02%) Power BI
3 116 (13.81%) Data Lake
4 91 (10.83%) SQL Server
5 57 (6.79%) Amazon Redshift
6 54 (6.43%) Metadata
7 49 (5.83%) Big Data
8 40 (4.76%) Azure SQL Database
8 40 (4.76%) SQL Server Integration Services
9 39 (4.64%) Delta Lake
10 33 (3.93%) SQL Server Reporting Services
11 31 (3.69%) NoSQL
12 30 (3.57%) Hadoop
13 28 (3.33%) Tableau
14 27 (3.21%) Relational Database
15 26 (3.10%) PostgreSQL
16 25 (2.98%) BigQuery
16 25 (2.98%) MySQL
17 24 (2.86%) Amazon Athena
18 22 (2.62%) Apache Iceberg
Development Applications
1 54 (6.43%) Git
2 10 (1.19%) JIRA
3 9 (1.07%) Jenkins
4 7 (0.83%) MLflow
5 5 (0.60%) GitLab
6 4 (0.48%) LabVIEW
7 2 (0.24%) Deequ
7 2 (0.24%) TeamCity
8 1 (0.12%) Bitbucket
8 1 (0.12%) CircleCI
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)
8 1 (0.12%) Visual Studio
General
1 175 (20.83%) Finance
2 125 (14.88%) Social Skills
3 71 (8.45%) Analytical Skills
4 55 (6.55%) Public Sector
5 45 (5.36%) Legal
6 29 (3.45%) Manufacturing
7 28 (3.33%) Law
8 24 (2.86%) Marketing
9 20 (2.38%) Retail
10 19 (2.26%) Inclusion and Diversity
11 18 (2.14%) Telecoms
12 17 (2.02%) Banking
13 13 (1.55%) Automotive
14 11 (1.31%) Documentation Skills
14 11 (1.31%) Financial Institution
14 11 (1.31%) Influencing Skills
15 8 (0.95%) Aerospace
16 7 (0.83%) Organisational Skills
17 6 (0.71%) Front Office
18 5 (0.60%) Military
Libraries, Frameworks & Software Standards
1 86 (10.24%) PySpark
2 55 (6.55%) Kafka
3 16 (1.90%) LangChain
4 13 (1.55%) PyTorch
5 12 (1.43%) TensorFlow
6 11 (1.31%) Pandas
7 9 (1.07%) REST
7 9 (1.07%) Spark Streaming
8 8 (0.95%) boto
8 8 (0.95%) HTML
8 8 (0.95%) JSON
8 8 (0.95%) XML
9 6 (0.71%) Apache NiFi
10 5 (0.60%) pytest
10 5 (0.60%) scikit-learn
10 5 (0.60%) Snowpark
10 5 (0.60%) Streamlit
11 4 (0.48%) .NET
11 4 (0.48%) Node.js
11 4 (0.48%) NumPy
Miscellaneous
1 33 (3.93%) Driving Licence
2 31 (3.69%) Onboarding
3 25 (2.98%) Distributed Systems
4 24 (2.86%) Cloud Native
5 23 (2.74%) Greenfield Project
6 18 (2.14%) Legacy Systems
7 12 (1.43%) Data Centre
7 12 (1.43%) Product Ownership
8 11 (1.31%) e-Learning
8 11 (1.31%) Fibre Optics
8 11 (1.31%) Self-Motivation
9 10 (1.19%) Data Structures
10 9 (1.07%) Distributed Computing
11 8 (0.95%) AI Agents
12 7 (0.83%) Algorithms
13 5 (0.60%) Low-Code
13 5 (0.60%) Management Information System
13 5 (0.60%) Video\Live Streaming
14 4 (0.48%) Analytical Mindset
14 4 (0.48%) Equities
Operating Systems
1 10 (1.19%) Linux
2 6 (0.71%) Unix
3 1 (0.12%) Red Hat Enterprise Linux
3 1 (0.12%) Windows
Processes & Methodologies
1 380 (45.24%) Data Engineering
2 362 (43.10%) Data Pipeline
3 330 (39.29%) ETL
4 312 (37.14%) Analytics
5 228 (27.14%) Data Modelling
6 186 (22.14%) Business Intelligence
7 172 (20.48%) CI/CD
8 142 (16.90%) Agile
9 140 (16.67%) AI
10 133 (15.83%) Data Science
11 129 (15.36%) DevOps
12 125 (14.88%) Data Governance
13 121 (14.40%) Decision-Making
14 116 (13.81%) Problem-Solving
15 111 (13.21%) Mentoring
16 108 (12.86%) Machine Learning
17 72 (8.57%) Data Architecture
18 70 (8.33%) Data Integration
19 54 (6.43%) Migration
19 54 (6.43%) Visualisation
Programming Languages
1 438 (52.14%) SQL
2 412 (49.05%) Python
3 61 (7.26%) Scala
4 41 (4.88%) Java
5 36 (4.29%) T-SQL
6 20 (2.38%) Bash
7 18 (2.14%) C#
7 18 (2.14%) Data Analysis Expressions
8 12 (1.43%) PowerShell
8 12 (1.43%) R
9 7 (0.83%) Bicep
10 6 (0.71%) TypeScript
11 5 (0.60%) Groovy
11 5 (0.60%) JavaScript
11 5 (0.60%) PHP
12 4 (0.48%) C++
13 3 (0.36%) PL/SQL
13 3 (0.36%) Ruby
14 2 (0.24%) Go
14 2 (0.24%) Rust
Qualifications
1 124 (14.76%) Security Cleared
2 71 (8.45%) SC Cleared
3 51 (6.07%) Degree
4 20 (2.38%) Computer Science Degree
5 17 (2.02%) DV Cleared
6 15 (1.79%) Microsoft Certification
7 12 (1.43%) Azure Certification
7 12 (1.43%) CISSP
7 12 (1.43%) MCSE
7 12 (1.43%) OCP
7 12 (1.43%) Oracle Certification
8 9 (1.07%) AWS Certification
8 9 (1.07%) Master's Degree
9 7 (0.83%) BPSS Clearance
9 7 (0.83%) SnowPro
10 3 (0.36%) AWS Certified Solutions Architect
11 2 (0.24%) PhD
12 1 (0.12%) CITP
12 1 (0.12%) HNC
12 1 (0.12%) HND
Quality Assurance & Compliance
1 145 (17.26%) Data Quality
2 46 (5.48%) GDPR
3 11 (1.31%) Accessibility
4 8 (0.95%) ISO/IEC 27001
5 7 (0.83%) SLA
6 6 (0.71%) QA
7 2 (0.24%) HIPAA
8 1 (0.12%) California Consumer Privacy Act
8 1 (0.12%) NIST
8 1 (0.12%) Sarbanes-Oxley
System Software
1 52 (6.19%) Docker
2 9 (1.07%) HDFS
3 3 (0.36%) Active Directory
4 1 (0.12%) Apache ZooKeeper
Systems Management
1 52 (6.19%) Terraform
2 43 (5.12%) Kubernetes
3 6 (0.71%) 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
1 192 (22.86%) Databricks
2 118 (14.05%) Microsoft
3 39 (4.64%) Oracle
4 14 (1.67%) Talend
5 12 (1.43%) Google
5 12 (1.43%) Informatica
6 9 (1.07%) OpenAI
7 8 (0.95%) Cloudera
7 8 (0.95%) Dataiku
7 8 (0.95%) Palantir
8 7 (0.83%) SAP
9 5 (0.60%) 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