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 31 March 2026.

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

6 months to
31 Mar 2026
Same period 2025 Same period 2024
Rank 134 169 144
Rank change year-on-year +35 -25 +14
Permanent jobs requiring a Data Engineer 1,084 696 1,576
As % of all permanent jobs in England 1.55% 1.90% 2.02%
As % of the Job Titles category 1.68% 2.11% 2.14%
Number of salaries quoted 832 560 1,112
10th Percentile £46,000 £47,500 £34,905
25th Percentile £55,000 £56,250 £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 £99,063 £83,750
90th Percentile £96,250 £115,000 £97,500
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +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 64,550 32,940 73,733
% of permanent jobs with a recognized job title 92.14% 89.96% 94.39%
Number of salaries quoted 42,395 21,184 57,558
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £42,787 £38,750
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 £92,159
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 31 March 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 31 March 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 +17 448 £80,000 -13.51% 158
North of England +2 170 £68,750 +10.00% 87
South East +18 159 £55,000 -21.43% 91
Midlands +37 137 £61,000 +10.91% 59
West Midlands +56 117 £60,000 +9.09% 45
North West +24 88 £65,875 +2.23% 56
South West -1 75 £70,000 +27.27% 38
East of England +24 71 £65,000 -1.89% 17
Yorkshire -26 66 £72,500 +20.83% 19
East Midlands -49 20 £63,750 +21.43% 14
North East -9 16 £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 31 March 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.

1 495 (45.66%) SQL
2 480 (44.28%) Python
3 427 (39.39%) Data Pipeline
4 413 (38.10%) Data Engineering
5 403 (37.18%) Analytics
6 373 (34.41%) Azure
7 372 (34.32%) ETL
8 287 (26.48%) Data Modelling
9 246 (22.69%) AWS
10 232 (21.40%) Databricks
11 227 (20.94%) CI/CD
12 197 (18.17%) Business Intelligence
13 179 (16.51%) Data Quality
13 179 (16.51%) Data Warehouse
14 171 (15.77%) AI
15 164 (15.13%) Agile
16 150 (13.84%) Azure Data Factory
17 147 (13.56%) Microsoft
18 146 (13.47%) Data Science
19 145 (13.38%) Power Platform
20 143 (13.19%) Decision-Making
20 143 (13.19%) Power BI
21 141 (13.01%) Data Governance
22 139 (12.82%) DevOps
22 139 (12.82%) Security Cleared
23 138 (12.73%) Problem-Solving
24 126 (11.62%) Machine Learning
25 114 (10.52%) Apache Airflow
26 112 (10.33%) Data Lake
27 104 (9.59%) GCP

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
1 114 (10.52%) Apache Airflow
2 70 (6.46%) Apache Spark
3 63 (5.81%) Apache
4 16 (1.48%) SAS
5 7 (0.65%) Confluence
6 5 (0.46%) Palantir Foundry
7 2 (0.18%) Apache Qpid
7 2 (0.18%) Oracle Application Server
8 1 (0.092%) Apache Solr
8 1 (0.092%) IIS
8 1 (0.092%) Oracle SOA Suite
8 1 (0.092%) SharePoint
Applications
1 8 (0.74%) Microsoft Excel
2 5 (0.46%) Microsoft Office
3 2 (0.18%) Chatbot
4 1 (0.092%) Microsoft PowerPoint
4 1 (0.092%) Notion
Business Applications
1 1 (0.092%) NetSuite
1 1 (0.092%) Oracle BPM
1 1 (0.092%) Primavera
1 1 (0.092%) SimCorp Dimension
Cloud Services
1 373 (34.41%) Azure
2 246 (22.69%) AWS
3 150 (13.84%) Azure Data Factory
4 145 (13.38%) Power Platform
5 104 (9.59%) GCP
6 88 (8.12%) Snowflake
7 87 (8.03%) dbt
8 85 (7.84%) Azure Synapse Analytics
9 62 (5.72%) Amazon S3
10 52 (4.80%) Azure DevOps
11 39 (3.60%) Serverless
12 35 (3.23%) SaaS
13 33 (3.04%) AWS Lambda
14 32 (2.95%) GitHub
15 24 (2.21%) Amazon Kinesis
16 18 (1.66%) Fivetran
17 16 (1.48%) Amazon EMR
17 16 (1.48%) Microsoft Purview
18 15 (1.38%) Dagster
19 14 (1.29%) Matillion
Communications & Networking
1 27 (2.49%) Structured Cabling
2 25 (2.31%) Broadband
3 20 (1.85%) Wi-Fi
4 5 (0.46%) DSLAM
5 3 (0.28%) Kerberos
5 3 (0.28%) Software-Defined Radio
6 1 (0.092%) 4G
6 1 (0.092%) 5G
6 1 (0.092%) Internet
6 1 (0.092%) LTE
6 1 (0.092%) Wireless
Database & Business Intelligence
1 179 (16.51%) Data Warehouse
2 143 (13.19%) Power BI
3 112 (10.33%) Data Lake
4 84 (7.75%) SQL Server
5 57 (5.26%) Amazon Redshift
6 55 (5.07%) Metadata
7 49 (4.52%) Relational Database
8 47 (4.34%) Azure SQL Database
9 39 (3.60%) Big Data
9 39 (3.60%) Delta Lake
10 37 (3.41%) BigQuery
11 36 (3.32%) SQL Server Integration Services
12 33 (3.04%) NoSQL
12 33 (3.04%) SQL Server Reporting Services
13 32 (2.95%) PostgreSQL
14 31 (2.86%) MySQL
15 29 (2.68%) Tableau
16 25 (2.31%) Amazon Athena
17 24 (2.21%) Apache Iceberg
18 21 (1.94%) MongoDB
Development Applications
1 69 (6.37%) Git
2 9 (0.83%) JIRA
3 8 (0.74%) Jenkins
3 8 (0.74%) MLflow
4 5 (0.46%) GitLab
5 4 (0.37%) LabVIEW
6 3 (0.28%) Visual Studio
7 2 (0.18%) Deequ
7 2 (0.18%) Selenium
7 2 (0.18%) TeamCity
8 1 (0.092%) Bitbucket
8 1 (0.092%) DBeaver
8 1 (0.092%) Oracle APEX
8 1 (0.092%) Robot Framework
8 1 (0.092%) SQL Server Management Studio (SSMS)
General
1 180 (16.61%) Finance
2 125 (11.53%) Social Skills
3 94 (8.67%) Analytical Skills
4 76 (7.01%) Public Sector
5 31 (2.86%) Law
5 31 (2.86%) Manufacturing
6 29 (2.68%) Telecoms
7 19 (1.75%) Marketing
7 19 (1.75%) Retail
8 18 (1.66%) Banking
8 18 (1.66%) Inclusion and Diversity
9 16 (1.48%) Legal
10 11 (1.01%) Automotive
10 11 (1.01%) Documentation Skills
11 9 (0.83%) Military
12 8 (0.74%) Organisational Skills
13 7 (0.65%) Aerospace
14 6 (0.55%) Advertising
15 5 (0.46%) Financial Institution
15 5 (0.46%) Games
Libraries, Frameworks & Software Standards
1 103 (9.50%) PySpark
2 73 (6.73%) Kafka
3 17 (1.57%) Pandas
4 16 (1.48%) LangChain
5 12 (1.11%) PyTorch
6 11 (1.01%) REST
6 11 (1.01%) TensorFlow
7 10 (0.92%) gRPC
7 10 (0.92%) JSON
8 9 (0.83%) Apache NiFi
9 8 (0.74%) HTML
10 7 (0.65%) NumPy
11 6 (0.55%) ARM Templates
11 6 (0.55%) XML
12 5 (0.46%) .NET
12 5 (0.46%) pytest
12 5 (0.46%) scikit-learn
12 5 (0.46%) Streamlit
13 4 (0.37%) Node.js
13 4 (0.37%) RabbitMQ
Miscellaneous
1 37 (3.41%) Cloud Native
2 23 (2.12%) Distributed Systems
3 21 (1.94%) Driving Licence
4 17 (1.57%) Fibre Optics
5 16 (1.48%) Product Ownership
6 14 (1.29%) Legacy Systems
7 13 (1.20%) Data Structures
7 13 (1.20%) Greenfield Project
7 13 (1.20%) Video\Live Streaming
8 12 (1.11%) Data Centre
8 12 (1.11%) Onboarding
8 12 (1.11%) Over-the-Top Content
9 11 (1.01%) AI Agents
9 11 (1.01%) Distributed Computing
9 11 (1.01%) Self-Motivation
10 8 (0.74%) Replication
11 7 (0.65%) Enterprise Cloud
11 7 (0.65%) Social Media
12 6 (0.55%) Anti-Piracy
12 6 (0.55%) Management Information System
Operating Systems
1 14 (1.29%) Linux
2 4 (0.37%) Unix
3 2 (0.18%) Windows
4 1 (0.092%) Red Hat Enterprise Linux
4 1 (0.092%) Windows Server
Processes & Methodologies
1 427 (39.39%) Data Pipeline
2 413 (38.10%) Data Engineering
3 403 (37.18%) Analytics
4 372 (34.32%) ETL
5 287 (26.48%) Data Modelling
6 227 (20.94%) CI/CD
7 197 (18.17%) Business Intelligence
8 171 (15.77%) AI
9 164 (15.13%) Agile
10 146 (13.47%) Data Science
11 143 (13.19%) Decision-Making
12 141 (13.01%) Data Governance
13 139 (12.82%) DevOps
14 138 (12.73%) Problem-Solving
15 126 (11.62%) Machine Learning
16 94 (8.67%) Data Architecture
17 90 (8.30%) Mentoring
18 84 (7.75%) Data Integration
19 70 (6.46%) Platform Engineering
20 61 (5.63%) Visualisation
Programming Languages
1 495 (45.66%) SQL
2 480 (44.28%) Python
3 53 (4.89%) Scala
4 36 (3.32%) Java
5 23 (2.12%) Bash
6 20 (1.85%) T-SQL
7 14 (1.29%) PowerShell
8 13 (1.20%) C#
9 12 (1.11%) Data Analysis Expressions
10 10 (0.92%) Go
11 9 (0.83%) R
11 9 (0.83%) TypeScript
12 8 (0.74%) C++
12 8 (0.74%) JavaScript
13 6 (0.55%) Bicep
13 6 (0.55%) Groovy
14 5 (0.46%) PHP
15 3 (0.28%) Ruby
16 2 (0.18%) Rust
17 1 (0.092%) Korn
Qualifications
1 139 (12.82%) Security Cleared
2 85 (7.84%) SC Cleared
3 58 (5.35%) Degree
4 34 (3.14%) Computer Science Degree
5 31 (2.86%) DV Cleared
6 12 (1.11%) Master's Degree
7 10 (0.92%) Azure Certification
8 9 (0.83%) BPSS Clearance
9 7 (0.65%) DBS Check
10 5 (0.46%) AWS Certification
10 5 (0.46%) CISSP
10 5 (0.46%) Microsoft Certification
11 4 (0.37%) AWS Certified Solutions Architect
11 4 (0.37%) MCSE
11 4 (0.37%) OCP
11 4 (0.37%) Oracle Certification
12 3 (0.28%) SnowPro
13 2 (0.18%) CITP
14 1 (0.092%) CISM
14 1 (0.092%) PhD
Quality Assurance & Compliance
1 179 (16.51%) Data Quality
2 41 (3.78%) GDPR
3 20 (1.85%) SLA
4 11 (1.01%) Accessibility
5 6 (0.55%) ISO/IEC 27001
6 5 (0.46%) QA
7 3 (0.28%) HIPAA
8 1 (0.092%) California Consumer Privacy Act
8 1 (0.092%) NIST
8 1 (0.092%) PCI DSS
8 1 (0.092%) Sarbanes-Oxley
8 1 (0.092%) SOC 2
System Software
1 63 (5.81%) Docker
2 3 (0.28%) Active Directory
2 3 (0.28%) HDFS
3 1 (0.092%) Apache ZooKeeper
Systems Management
1 94 (8.67%) Terraform
2 46 (4.24%) Kubernetes
3 4 (0.37%) Ansible
4 3 (0.28%) Argo
4 3 (0.28%) Control-M
4 3 (0.28%) Grafana
5 1 (0.092%) Ambari
5 1 (0.092%) CASB
5 1 (0.092%) Kubeflow
5 1 (0.092%) Prometheus
5 1 (0.092%) Puppet
5 1 (0.092%) ZABBIX
Vendors
1 232 (21.40%) Databricks
2 147 (13.56%) Microsoft
3 35 (3.23%) Oracle
4 23 (2.12%) Google
5 18 (1.66%) Talend
6 17 (1.57%) Informatica
7 13 (1.20%) Palantir
8 10 (0.92%) Typelevel
9 9 (0.83%) OpenAI
10 8 (0.74%) Cloudera
10 8 (0.74%) Foundry
11 5 (0.46%) BT
11 5 (0.46%) Confluent
11 5 (0.46%) Netezza
11 5 (0.46%) SAP
12 4 (0.37%) Dataiku
12 4 (0.37%) IBM
13 3 (0.28%) BMC
13 3 (0.28%) Dell
13 3 (0.28%) Red Hat