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 23 March 2026.

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

6 months to
23 Mar 2026
Same period 2025 Same period 2024
Rank 138 171 142
Rank change year-on-year +33 -29 +18
Permanent jobs requiring a Data Engineer 1,024 699 1,574
As % of all permanent jobs in England 1.51% 1.84% 2.06%
As % of the Job Titles category 1.64% 2.04% 2.18%
Number of salaries quoted 782 563 1,118
10th Percentile £46,000 £47,500 £34,905
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £68,500 £71,991 £65,000
Median % change year-on-year -4.85% +10.76% -9.12%
75th Percentile £85,000 £97,987 £85,000
90th Percentile £97,375 £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 62,487 34,309 72,190
% of permanent jobs with a recognized job title 92.02% 90.23% 94.41%
Number of salaries quoted 40,738 21,159 56,617
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £43,750 £38,750
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -9.69%
75th Percentile £75,000 £80,000 £72,500
90th Percentile £95,000 £100,000 £92,500
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 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 23 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 +25 434 £80,000 -11.11% 165
North of England +2 156 £65,000 +4.00% 78
South East +12 146 £55,000 -21.43% 111
Midlands +15 131 £60,000 +9.09% 64
West Midlands +65 111 £60,000 +9.09% 50
North West +28 88 £65,000 +1.76% 46
South West +11 68 £70,000 +27.27% 42
East of England +41 66 £65,000 -1.89% 20
Yorkshire -40 55 £70,000 +16.67% 22
East Midlands -42 20 £65,000 +20.93% 14
North East -18 13 £65,000 -3.70% 11
Data Engineer
UK

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

For the 6 months to 23 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.

1 479 (46.78%) SQL
2 463 (45.21%) Python
3 411 (40.14%) Data Pipeline
4 391 (38.18%) Data Engineering
5 382 (37.30%) Analytics
6 363 (35.45%) ETL
7 356 (34.77%) Azure
8 274 (26.76%) Data Modelling
9 239 (23.34%) AWS
10 217 (21.19%) CI/CD
11 216 (21.09%) Databricks
12 194 (18.95%) Business Intelligence
13 180 (17.58%) Data Warehouse
14 173 (16.89%) Data Quality
15 160 (15.63%) AI
16 159 (15.53%) Agile
17 146 (14.26%) Azure Data Factory
18 143 (13.96%) Data Science
18 143 (13.96%) Power Platform
19 141 (13.77%) Power BI
19 141 (13.77%) Security Cleared
20 137 (13.38%) Decision-Making
21 136 (13.28%) Data Governance
22 135 (13.18%) Microsoft
23 133 (12.99%) Problem-Solving
24 132 (12.89%) DevOps
25 122 (11.91%) Machine Learning
26 113 (11.04%) Apache Airflow
27 111 (10.84%) Data Lake
28 104 (10.16%) 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
1 113 (11.04%) Apache Airflow
2 70 (6.84%) Apache Spark
3 61 (5.96%) Apache
4 15 (1.46%) SAS
5 7 (0.68%) Confluence
6 4 (0.39%) Palantir Foundry
7 2 (0.20%) Apache Qpid
7 2 (0.20%) Oracle Application Server
8 1 (0.098%) Apache Solr
8 1 (0.098%) IIS
8 1 (0.098%) Oracle SOA Suite
8 1 (0.098%) SharePoint
Applications
1 9 (0.88%) Microsoft Excel
2 6 (0.59%) Microsoft Office
3 2 (0.20%) Chatbot
3 2 (0.20%) Microsoft PowerPoint
4 1 (0.098%) Notion
Business Applications
1 1 (0.098%) NetSuite
1 1 (0.098%) Oracle BPM
1 1 (0.098%) Primavera
1 1 (0.098%) SimCorp Dimension
Cloud Services
1 356 (34.77%) Azure
2 239 (23.34%) AWS
3 146 (14.26%) Azure Data Factory
4 143 (13.96%) Power Platform
5 104 (10.16%) GCP
6 87 (8.50%) Snowflake
7 85 (8.30%) dbt
8 83 (8.11%) Azure Synapse Analytics
9 63 (6.15%) Amazon S3
10 52 (5.08%) Azure DevOps
11 38 (3.71%) Serverless
12 34 (3.32%) AWS Lambda
13 33 (3.22%) SaaS
14 31 (3.03%) GitHub
15 24 (2.34%) Amazon Kinesis
16 20 (1.95%) Fivetran
17 16 (1.56%) Amazon EMR
17 16 (1.56%) Matillion
18 15 (1.46%) Dagster
18 15 (1.46%) Microsoft Purview
Communications & Networking
1 32 (3.13%) Structured Cabling
2 26 (2.54%) Wi-Fi
3 22 (2.15%) Broadband
4 5 (0.49%) DSLAM
5 4 (0.39%) Kerberos
6 1 (0.098%) 4G
6 1 (0.098%) 5G
6 1 (0.098%) LTE
6 1 (0.098%) Software-Defined Radio
6 1 (0.098%) Wireless
Database & Business Intelligence
1 180 (17.58%) Data Warehouse
2 141 (13.77%) Power BI
3 111 (10.84%) Data Lake
4 82 (8.01%) SQL Server
5 59 (5.76%) Amazon Redshift
6 56 (5.47%) Metadata
7 46 (4.49%) Azure SQL Database
8 42 (4.10%) Relational Database
9 39 (3.81%) Delta Lake
10 38 (3.71%) Big Data
11 37 (3.61%) BigQuery
12 35 (3.42%) SQL Server Integration Services
13 32 (3.13%) PostgreSQL
14 31 (3.03%) MySQL
14 31 (3.03%) SQL Server Reporting Services
15 30 (2.93%) NoSQL
16 28 (2.73%) Tableau
17 26 (2.54%) Apache Iceberg
18 25 (2.44%) Amazon Athena
19 19 (1.86%) MongoDB
Development Applications
1 68 (6.64%) Git
2 9 (0.88%) JIRA
3 8 (0.78%) Jenkins
3 8 (0.78%) MLflow
4 5 (0.49%) GitLab
5 4 (0.39%) LabVIEW
6 3 (0.29%) Visual Studio
7 2 (0.20%) Deequ
7 2 (0.20%) TeamCity
8 1 (0.098%) Bitbucket
8 1 (0.098%) DBeaver
8 1 (0.098%) Oracle APEX
8 1 (0.098%) Robot Framework
8 1 (0.098%) Selenium
8 1 (0.098%) SQL Server Management Studio (SSMS)
General
1 178 (17.38%) Finance
2 127 (12.40%) Social Skills
3 83 (8.11%) Analytical Skills
4 72 (7.03%) Public Sector
5 29 (2.83%) Law
5 29 (2.83%) Manufacturing
5 29 (2.83%) Telecoms
6 22 (2.15%) Legal
7 19 (1.86%) Retail
8 18 (1.76%) Banking
8 18 (1.76%) Marketing
9 17 (1.66%) Inclusion and Diversity
10 11 (1.07%) Automotive
10 11 (1.07%) Documentation Skills
11 8 (0.78%) Military
11 8 (0.78%) Organisational Skills
12 7 (0.68%) Aerospace
13 6 (0.59%) Advertising
13 6 (0.59%) Influencing Skills
14 5 (0.49%) Games
Libraries, Frameworks & Software Standards
1 98 (9.57%) PySpark
2 70 (6.84%) Kafka
3 17 (1.66%) Pandas
4 16 (1.56%) LangChain
5 12 (1.17%) PyTorch
6 11 (1.07%) JSON
6 11 (1.07%) TensorFlow
7 10 (0.98%) REST
8 8 (0.78%) Apache NiFi
8 8 (0.78%) gRPC
8 8 (0.78%) HTML
9 7 (0.68%) NumPy
9 7 (0.68%) XML
10 5 (0.49%) pytest
10 5 (0.49%) scikit-learn
10 5 (0.49%) Streamlit
11 4 (0.39%) ARM Templates
11 4 (0.39%) Node.js
11 4 (0.39%) OAuth2
11 4 (0.39%) RabbitMQ
Miscellaneous
1 38 (3.71%) Cloud Native
2 26 (2.54%) Driving Licence
3 22 (2.15%) Distributed Systems
4 18 (1.76%) Onboarding
5 17 (1.66%) Fibre Optics
6 15 (1.46%) Legacy Systems
7 14 (1.37%) Data Structures
7 14 (1.37%) Greenfield Project
7 14 (1.37%) Product Ownership
8 12 (1.17%) Data Centre
9 11 (1.07%) AI Agents
9 11 (1.07%) Distributed Computing
9 11 (1.07%) Self-Motivation
9 11 (1.07%) Video\Live Streaming
10 10 (0.98%) Over-the-Top Content
11 7 (0.68%) Enterprise Cloud
11 7 (0.68%) Replication
11 7 (0.68%) Social Media
12 6 (0.59%) Anti-Piracy
13 5 (0.49%) Legacy Applications
Operating Systems
1 14 (1.37%) Linux
2 5 (0.49%) Unix
3 1 (0.098%) Red Hat Enterprise Linux
3 1 (0.098%) Windows
Processes & Methodologies
1 411 (40.14%) Data Pipeline
2 391 (38.18%) Data Engineering
3 382 (37.30%) Analytics
4 363 (35.45%) ETL
5 274 (26.76%) Data Modelling
6 217 (21.19%) CI/CD
7 194 (18.95%) Business Intelligence
8 160 (15.63%) AI
9 159 (15.53%) Agile
10 143 (13.96%) Data Science
11 137 (13.38%) Decision-Making
12 136 (13.28%) Data Governance
13 133 (12.99%) Problem-Solving
14 132 (12.89%) DevOps
15 122 (11.91%) Machine Learning
16 94 (9.18%) Mentoring
17 82 (8.01%) Data Architecture
18 78 (7.62%) Data Integration
19 61 (5.96%) Platform Engineering
20 59 (5.76%) Migration
Programming Languages
1 479 (46.78%) SQL
2 463 (45.21%) Python
3 50 (4.88%) Scala
4 36 (3.52%) Java
5 23 (2.25%) T-SQL
6 22 (2.15%) Bash
7 15 (1.46%) C#
8 12 (1.17%) Data Analysis Expressions
8 12 (1.17%) PowerShell
9 11 (1.07%) TypeScript
10 10 (0.98%) C++
10 10 (0.98%) R
11 8 (0.78%) Go
11 8 (0.78%) JavaScript
12 6 (0.59%) Bicep
13 5 (0.49%) Groovy
13 5 (0.49%) PHP
14 3 (0.29%) Ruby
15 2 (0.20%) Rust
16 1 (0.098%) Korn
Qualifications
1 141 (13.77%) Security Cleared
2 86 (8.40%) SC Cleared
3 54 (5.27%) Degree
4 30 (2.93%) Computer Science Degree
5 29 (2.83%) DV Cleared
6 12 (1.17%) Master's Degree
7 10 (0.98%) Azure Certification
8 9 (0.88%) BPSS Clearance
9 7 (0.68%) DBS Check
9 7 (0.68%) Microsoft Certification
10 6 (0.59%) CISSP
11 5 (0.49%) AWS Certification
11 5 (0.49%) MCSE
11 5 (0.49%) OCP
11 5 (0.49%) Oracle Certification
12 4 (0.39%) AWS Certified Solutions Architect
13 3 (0.29%) SnowPro
14 1 (0.098%) AWS Certified DevOps Engineer
14 1 (0.098%) City & Guilds
14 1 (0.098%) PhD
Quality Assurance & Compliance
1 173 (16.89%) Data Quality
2 39 (3.81%) GDPR
3 17 (1.66%) SLA
4 11 (1.07%) Accessibility
5 6 (0.59%) ISO/IEC 27001
6 5 (0.49%) QA
7 3 (0.29%) HIPAA
8 1 (0.098%) California Consumer Privacy Act
8 1 (0.098%) NIST
8 1 (0.098%) PCI DSS
8 1 (0.098%) Sarbanes-Oxley
8 1 (0.098%) SOC 2
System Software
1 61 (5.96%) Docker
2 4 (0.39%) Active Directory
3 3 (0.29%) HDFS
4 1 (0.098%) Apache ZooKeeper
Systems Management
1 89 (8.69%) Terraform
2 47 (4.59%) Kubernetes
3 5 (0.49%) Ansible
4 3 (0.29%) Argo
4 3 (0.29%) Control-M
4 3 (0.29%) Grafana
5 1 (0.098%) Ambari
5 1 (0.098%) CASB
5 1 (0.098%) Kubeflow
5 1 (0.098%) Prometheus
5 1 (0.098%) Puppet
5 1 (0.098%) ZABBIX
Vendors
1 216 (21.09%) Databricks
2 135 (13.18%) Microsoft
3 32 (3.13%) Oracle
4 23 (2.25%) Google
5 17 (1.66%) Talend
6 16 (1.56%) Informatica
7 13 (1.27%) Palantir
8 9 (0.88%) OpenAI
9 8 (0.78%) Typelevel
10 7 (0.68%) Cloudera
10 7 (0.68%) Foundry
11 5 (0.49%) BT
11 5 (0.49%) Confluent
11 5 (0.49%) Dataiku
11 5 (0.49%) Netezza
11 5 (0.49%) SAP
12 4 (0.39%) Dell
12 4 (0.39%) IBM
13 3 (0.29%) BMC
13 3 (0.29%) Red Hat