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 10 April 2026.

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

6 months to
10 Apr 2026
Same period 2025 Same period 2024
Rank 120 178 145
Rank change year-on-year +58 -33 +15
Permanent jobs requiring a Data Engineer 1,195 682 1,592
As % of all permanent jobs in England 1.61% 1.87% 1.98%
As % of the Job Titles category 1.75% 2.08% 2.10%
Number of salaries quoted 912 548 1,121
10th Percentile £45,775 £47,500 £32,500
25th Percentile £55,000 £56,232 £47,500
Median annual salary (50th Percentile) £68,500 £70,000 £65,000
Median % change year-on-year -2.14% +7.69% -10.34%
75th Percentile £85,000 £100,000 £83,750
90th Percentile £97,500 £115,000 £96,539
UK median annual salary £68,958 £70,000 £65,000
% change year-on-year -1.49% +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 68,398 32,714 75,749
% of permanent jobs with a recognized job title 92.39% 89.52% 94.39%
Number of salaries quoted 45,036 21,221 58,864
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £42,500 £38,500
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -8.71%
75th Percentile £75,000 £80,000 £72,500
90th Percentile £95,000 £100,000 £91,250
UK median annual salary £55,000 £60,000 £54,000
% change year-on-year -8.33% +11.11% -10.00%

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 10 April 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 10 April 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 +31 474 £80,000 -13.51% 158
North of England +17 207 £70,000 +12.00% 87
South East +45 188 £58,250 -16.79% 91
Midlands +22 142 £62,500 +13.64% 59
West Midlands +54 119 £62,500 +13.64% 45
North West +29 110 £70,000 +8.63% 56
South West +5 88 £57,500 +4.55% 38
Yorkshire -26 77 £72,500 +20.83% 19
East of England +12 72 £65,000 +9.24% 17
East Midlands -54 23 £63,750 +18.60% 14
North East -16 20 £70,000 -3.45% 13
Data Engineer
UK

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

For the 6 months to 10 April 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.

1 515 (43.10%) SQL
2 504 (42.18%) Python
3 459 (38.41%) Data Pipeline
4 442 (36.99%) Data Engineering
5 431 (36.07%) Analytics
6 395 (33.05%) ETL
7 391 (32.72%) Azure
8 302 (25.27%) Data Modelling
9 265 (22.18%) AWS
10 245 (20.50%) Databricks
11 234 (19.58%) CI/CD
12 203 (16.99%) Business Intelligence
13 195 (16.32%) Data Quality
14 192 (16.07%) AI
15 190 (15.90%) Data Warehouse
16 173 (14.48%) Agile
17 158 (13.22%) Azure Data Factory
18 155 (12.97%) Decision-Making
19 152 (12.72%) Data Science
19 152 (12.72%) Microsoft
20 147 (12.30%) Data Governance
21 146 (12.22%) Power Platform
22 144 (12.05%) Problem-Solving
23 143 (11.97%) DevOps
23 143 (11.97%) Security Cleared
24 142 (11.88%) Power BI
25 132 (11.05%) Machine Learning
26 119 (9.96%) Apache Airflow
27 117 (9.79%) Data Lake
28 113 (9.46%) Data Architecture

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
1 119 (9.96%) Apache Airflow
2 71 (5.94%) Apache Spark
3 65 (5.44%) Apache
4 16 (1.34%) SAS
5 8 (0.67%) Confluence
5 8 (0.67%) Palantir Foundry
6 2 (0.17%) Apache Qpid
6 2 (0.17%) Oracle Application Server
7 1 (0.084%) Apache Solr
7 1 (0.084%) GeoServer
7 1 (0.084%) IIS
7 1 (0.084%) Oracle SOA Suite
7 1 (0.084%) SharePoint
Applications
1 7 (0.59%) Microsoft Excel
2 5 (0.42%) Microsoft Office
3 2 (0.17%) Chatbot
4 1 (0.084%) Microsoft PowerPoint
4 1 (0.084%) Notion
Business Applications
1 1 (0.084%) NetSuite
1 1 (0.084%) Oracle BPM
1 1 (0.084%) Primavera
1 1 (0.084%) SimCorp Dimension
Cloud Services
1 391 (32.72%) Azure
2 265 (22.18%) AWS
3 158 (13.22%) Azure Data Factory
4 146 (12.22%) Power Platform
5 113 (9.46%) GCP
6 94 (7.87%) Snowflake
7 92 (7.70%) dbt
8 90 (7.53%) Azure Synapse Analytics
9 64 (5.36%) Amazon S3
10 51 (4.27%) Azure DevOps
11 43 (3.60%) Serverless
12 37 (3.10%) SaaS
13 35 (2.93%) AWS Lambda
14 31 (2.59%) GitHub
15 24 (2.01%) Amazon Kinesis
16 18 (1.51%) Dagster
17 17 (1.42%) Fivetran
17 17 (1.42%) Microsoft Purview
18 16 (1.34%) AWS Step Functions
19 15 (1.26%) Amazon EMR
Communications & Networking
1 27 (2.26%) Broadband
2 26 (2.18%) Structured Cabling
3 19 (1.59%) Wi-Fi
4 5 (0.42%) DSLAM
5 3 (0.25%) Software-Defined Radio
6 2 (0.17%) Internet
6 2 (0.17%) Kerberos
7 1 (0.084%) 4G
7 1 (0.084%) 5G
7 1 (0.084%) LTE
7 1 (0.084%) Wireless
Database & Business Intelligence
1 190 (15.90%) Data Warehouse
2 142 (11.88%) Power BI
3 117 (9.79%) Data Lake
4 85 (7.11%) SQL Server
5 61 (5.10%) Amazon Redshift
6 58 (4.85%) Relational Database
7 55 (4.60%) Metadata
8 45 (3.77%) Azure SQL Database
9 44 (3.68%) Big Data
10 41 (3.43%) BigQuery
10 41 (3.43%) SQL Server Integration Services
11 39 (3.26%) Delta Lake
12 37 (3.10%) NoSQL
12 37 (3.10%) PostgreSQL
13 36 (3.01%) SQL Server Reporting Services
14 32 (2.68%) MySQL
15 30 (2.51%) Tableau
16 26 (2.18%) Amazon Athena
17 24 (2.01%) Apache Iceberg
18 23 (1.92%) MongoDB
Development Applications
1 73 (6.11%) Git
2 10 (0.84%) JIRA
3 8 (0.67%) MLflow
4 7 (0.59%) Jenkins
5 5 (0.42%) GitLab
6 4 (0.33%) LabVIEW
7 3 (0.25%) Visual Studio
8 2 (0.17%) TeamCity
9 1 (0.084%) Bitbucket
9 1 (0.084%) DBeaver
9 1 (0.084%) Deequ
9 1 (0.084%) Oracle APEX
9 1 (0.084%) Robot Framework
9 1 (0.084%) Selenium
9 1 (0.084%) SQL Server Management Studio (SSMS)
General
1 192 (16.07%) Finance
2 128 (10.71%) Social Skills
3 103 (8.62%) Analytical Skills
4 85 (7.11%) Public Sector
5 34 (2.85%) Manufacturing
6 32 (2.68%) Law
7 29 (2.43%) Telecoms
8 27 (2.26%) Marketing
9 20 (1.67%) Inclusion and Diversity
9 20 (1.67%) Retail
10 18 (1.51%) Banking
11 15 (1.26%) Legal
12 12 (1.00%) Documentation Skills
13 11 (0.92%) Automotive
14 10 (0.84%) Organisational Skills
15 9 (0.75%) Military
16 8 (0.67%) Advertising
17 7 (0.59%) Aerospace
18 6 (0.50%) Financial Institution
19 3 (0.25%) Front Office
Libraries, Frameworks & Software Standards
1 113 (9.46%) PySpark
2 80 (6.69%) Kafka
3 20 (1.67%) Pandas
4 16 (1.34%) LangChain
5 12 (1.00%) PyTorch
6 11 (0.92%) JSON
6 11 (0.92%) REST
6 11 (0.92%) TensorFlow
7 10 (0.84%) gRPC
8 9 (0.75%) Apache NiFi
9 8 (0.67%) HTML
10 7 (0.59%) ARM Templates
10 7 (0.59%) NumPy
11 6 (0.50%) XML
12 5 (0.42%) .NET
12 5 (0.42%) scikit-learn
12 5 (0.42%) Streamlit
13 4 (0.33%) Node.js
13 4 (0.33%) pytest
13 4 (0.33%) RabbitMQ
Miscellaneous
1 40 (3.35%) Cloud Native
2 24 (2.01%) Distributed Systems
3 20 (1.67%) Driving Licence
4 19 (1.59%) Product Ownership
5 17 (1.42%) Fibre Optics
6 14 (1.17%) Legacy Systems
7 13 (1.09%) Video\Live Streaming
8 12 (1.00%) Data Centre
8 12 (1.00%) Data Structures
8 12 (1.00%) Distributed Computing
8 12 (1.00%) Greenfield Project
8 12 (1.00%) Over-the-Top Content
9 11 (0.92%) AI Agents
9 11 (0.92%) Onboarding
9 11 (0.92%) Self-Motivation
10 9 (0.75%) Marketing Technology
11 8 (0.67%) Management Information System
11 8 (0.67%) Replication
12 7 (0.59%) Enterprise Cloud
12 7 (0.59%) Social Media
Operating Systems
1 13 (1.09%) Linux
2 3 (0.25%) Unix
3 2 (0.17%) Windows
4 1 (0.084%) Red Hat Enterprise Linux
4 1 (0.084%) Windows Server
Processes & Methodologies
1 459 (38.41%) Data Pipeline
2 442 (36.99%) Data Engineering
3 431 (36.07%) Analytics
4 395 (33.05%) ETL
5 302 (25.27%) Data Modelling
6 234 (19.58%) CI/CD
7 203 (16.99%) Business Intelligence
8 192 (16.07%) AI
9 173 (14.48%) Agile
10 155 (12.97%) Decision-Making
11 152 (12.72%) Data Science
12 147 (12.30%) Data Governance
13 144 (12.05%) Problem-Solving
14 143 (11.97%) DevOps
15 132 (11.05%) Machine Learning
16 113 (9.46%) Data Architecture
17 103 (8.62%) Mentoring
18 89 (7.45%) Data Integration
19 77 (6.44%) Platform Engineering
20 65 (5.44%) Infrastructure as Code
Programming Languages
1 515 (43.10%) SQL
2 504 (42.18%) Python
3 55 (4.60%) Scala
4 39 (3.26%) Java
5 22 (1.84%) Bash
6 19 (1.59%) T-SQL
7 13 (1.09%) C#
7 13 (1.09%) PowerShell
8 12 (1.00%) Data Analysis Expressions
9 11 (0.92%) Go
10 9 (0.75%) R
10 9 (0.75%) TypeScript
11 8 (0.67%) C++
11 8 (0.67%) JavaScript
12 6 (0.50%) Bicep
12 6 (0.50%) Groovy
13 5 (0.42%) PHP
14 3 (0.25%) Ruby
15 2 (0.17%) Rust
16 1 (0.084%) Korn
Qualifications
1 143 (11.97%) Security Cleared
2 87 (7.28%) SC Cleared
3 63 (5.27%) Degree
4 37 (3.10%) Computer Science Degree
5 33 (2.76%) DV Cleared
6 13 (1.09%) Master's Degree
7 11 (0.92%) Azure Certification
8 9 (0.75%) BPSS Clearance
9 7 (0.59%) DBS Check
10 6 (0.50%) AWS Certification
11 4 (0.33%) AWS Certified Solutions Architect
11 4 (0.33%) CISSP
11 4 (0.33%) Microsoft Certification
12 3 (0.25%) CITP
12 3 (0.25%) MCSE
12 3 (0.25%) OCP
12 3 (0.25%) Oracle Certification
13 1 (0.084%) AWS Certified DevOps Engineer
13 1 (0.084%) CISM
13 1 (0.084%) PhD
Quality Assurance & Compliance
1 195 (16.32%) Data Quality
2 45 (3.77%) GDPR
3 21 (1.76%) SLA
4 11 (0.92%) Accessibility
5 7 (0.59%) QA
6 6 (0.50%) ISO/IEC 27001
7 3 (0.25%) HIPAA
8 1 (0.084%) California Consumer Privacy Act
8 1 (0.084%) NIST
8 1 (0.084%) PCI DSS
8 1 (0.084%) Sarbanes-Oxley
8 1 (0.084%) SOC 2
System Software
1 63 (5.27%) Docker
2 3 (0.25%) HDFS
3 2 (0.17%) Active Directory
4 1 (0.084%) Apache ZooKeeper
Systems Management
1 102 (8.54%) Terraform
2 48 (4.02%) Kubernetes
3 4 (0.33%) Grafana
4 3 (0.25%) Ansible
4 3 (0.25%) Argo
4 3 (0.25%) Control-M
5 2 (0.17%) Prometheus
6 1 (0.084%) Ambari
6 1 (0.084%) CASB
6 1 (0.084%) Kubeflow
6 1 (0.084%) Puppet
6 1 (0.084%) ZABBIX
Vendors
1 245 (20.50%) Databricks
2 152 (12.72%) Microsoft
3 36 (3.01%) Oracle
4 23 (1.92%) Google
5 19 (1.59%) Talend
6 17 (1.42%) Informatica
7 16 (1.34%) Palantir
8 12 (1.00%) Salesforce
9 11 (0.92%) Foundry
10 10 (0.84%) Typelevel
11 9 (0.75%) Cloudera
11 9 (0.75%) OpenAI
12 5 (0.42%) BT
12 5 (0.42%) Confluent
12 5 (0.42%) Netezza
13 4 (0.33%) Dataiku
13 4 (0.33%) IBM
13 4 (0.33%) SAP
14 3 (0.25%) BMC
14 3 (0.25%) Red Hat