Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £70,000 per year, according to job vacancies posted during the 6 months leading to 20 May 2026.

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

6 months to
20 May 2026
Same period 2025 Same period 2024
Rank 103 209 161
Rank change year-on-year +106 -48 -15
Permanent jobs requiring a Data Engineer 1,459 645 1,539
As % of all permanent jobs in England 1.78% 1.64% 1.82%
As % of the Job Titles category 1.90% 1.82% 1.92%
Number of salaries quoted 1,128 520 1,122
10th Percentile £45,000 £50,000 £33,866
25th Percentile £53,750 £56,250 £47,500
Median annual salary (50th Percentile) £70,000 £72,500 £65,000
Median % change year-on-year -3.45% +11.54% -10.34%
75th Percentile £85,000 £98,474 £85,000
90th Percentile £95,000 £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 76,690 35,411 80,085
% of permanent jobs with a recognized job title 93.31% 89.88% 94.51%
Number of salaries quoted 51,901 20,912 60,748
10th Percentile £30,000 £30,000 £28,500
25th Percentile £40,000 £41,250 £38,086
Median annual salary (50th Percentile) £55,000 £57,500 £53,500
Median % change year-on-year -4.35% +7.48% -12.01%
75th Percentile £75,000 £77,500 £71,250
90th Percentile £96,250 £100,000 £90,519
UK median annual salary £55,000 £57,500 £52,500
% change year-on-year -4.35% +9.52% -12.50%

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 20 May 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 20 May 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 +38 538 £85,000 -5.56% 121
North of England +92 301 £70,000 +12.00% 89
South East +111 232 £57,500 -17.86% 107
Midlands +62 164 £65,000 +8.33% 48
North West +93 159 £70,000 +6.56% 32
West Midlands +58 126 £65,000 +8.33% 33
South West +18 113 £50,000 -9.09% 40
Yorkshire +11 108 £71,250 +18.75% 30
East of England +43 90 £65,000 +1.56% 9
East Midlands -17 38 £52,500 -8.70% 15
North East -11 34 £65,000 +4.00% 29
Data Engineer
UK

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

For the 6 months to 20 May 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.

1 532 (36.46%) SQL
2 526 (36.05%) Python
3 497 (34.06%) Data Pipeline
4 478 (32.76%) Analytics
5 435 (29.81%) Data Engineering
6 410 (28.10%) Azure
7 389 (26.66%) ETL
8 315 (21.59%) Data Modelling
9 293 (20.08%) AWS
10 256 (17.55%) CI/CD
11 242 (16.59%) Databricks
12 222 (15.22%) Data Quality
13 221 (15.15%) AI
14 214 (14.67%) Business Intelligence
15 183 (12.54%) Data Warehouse
16 181 (12.41%) Agile
17 180 (12.34%) Microsoft
18 173 (11.86%) Decision-Making
19 159 (10.90%) Azure Data Factory
19 159 (10.90%) Security Cleared
20 151 (10.35%) Data Science
20 151 (10.35%) DevOps
21 149 (10.21%) Power Platform
22 148 (10.14%) Data Governance
23 142 (9.73%) Power BI
24 136 (9.32%) Machine Learning
25 130 (8.91%) Problem-Solving
25 130 (8.91%) PySpark
26 127 (8.70%) Apache Airflow
26 127 (8.70%) 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
1 127 (8.70%) Apache Airflow
2 66 (4.52%) Apache Spark
3 65 (4.46%) Apache
4 17 (1.17%) SAS
5 10 (0.69%) Palantir Foundry
6 7 (0.48%) Confluence
7 2 (0.14%) Apache Qpid
7 2 (0.14%) Luigi
7 2 (0.14%) Oracle Application Server
8 1 (0.069%) GeoServer
8 1 (0.069%) Jupyter
8 1 (0.069%) SharePoint
Applications
1 12 (0.82%) Microsoft Excel
2 5 (0.34%) Microsoft Office
3 2 (0.14%) Chatbot
4 1 (0.069%) Spreadsheet
Business Applications
1 1 (0.069%) Dynamics CRM
1 1 (0.069%) NetSuite
1 1 (0.069%) Primavera
Cloud Services
1 410 (28.10%) Azure
2 293 (20.08%) AWS
3 159 (10.90%) Azure Data Factory
4 149 (10.21%) Power Platform
5 127 (8.70%) GCP
6 107 (7.33%) Snowflake
7 93 (6.37%) dbt
8 82 (5.62%) Azure Synapse Analytics
9 66 (4.52%) Amazon S3
10 60 (4.11%) Azure DevOps
11 47 (3.22%) Serverless
12 42 (2.88%) SaaS
13 34 (2.33%) AWS Lambda
14 33 (2.26%) GitHub
15 25 (1.71%) Amazon Kinesis
16 18 (1.23%) Azure Monitor
16 18 (1.23%) GitHub Actions
17 16 (1.10%) Fivetran
18 15 (1.03%) Dagster
19 14 (0.96%) Amazon EMR
Communications & Networking
1 29 (1.99%) Broadband
2 25 (1.71%) Structured Cabling
3 17 (1.17%) Wi-Fi
4 5 (0.34%) DSLAM
4 5 (0.34%) Software-Defined Radio
5 4 (0.27%) Wireless
6 2 (0.14%) 4G
6 2 (0.14%) 5G
6 2 (0.14%) Internet
7 1 (0.069%) Kerberos
7 1 (0.069%) LTE
Database & Business Intelligence
1 183 (12.54%) Data Warehouse
2 142 (9.73%) Power BI
3 102 (6.99%) Data Lake
4 78 (5.35%) SQL Server
5 65 (4.46%) Relational Database
6 60 (4.11%) Amazon Redshift
7 59 (4.04%) BigQuery
8 53 (3.63%) Metadata
9 45 (3.08%) Azure SQL Database
10 44 (3.02%) NoSQL
11 42 (2.88%) Big Data
12 37 (2.54%) Spark SQL
12 37 (2.54%) SQL Server Integration Services
13 33 (2.26%) Delta Lake
14 30 (2.06%) PostgreSQL
14 30 (2.06%) Tableau
15 29 (1.99%) SQL Server Reporting Services
16 26 (1.78%) Amazon Athena
17 24 (1.64%) MySQL
18 23 (1.58%) Star Schema
Development Applications
1 83 (5.69%) Git
2 10 (0.69%) Jenkins
3 9 (0.62%) JIRA
4 5 (0.34%) MLflow
4 5 (0.34%) Visual Studio
5 3 (0.21%) GitLab
5 3 (0.21%) LabVIEW
6 2 (0.14%) TeamCity
7 1 (0.069%) DBeaver
7 1 (0.069%) Deequ
7 1 (0.069%) Oracle APEX
7 1 (0.069%) Robot Framework
7 1 (0.069%) Selenium
7 1 (0.069%) SQL Server Management Studio (SSMS)
7 1 (0.069%) Yeoman
General
1 183 (12.54%) Finance
2 125 (8.57%) Social Skills
3 102 (6.99%) Analytical Skills
4 101 (6.92%) Public Sector
5 36 (2.47%) Manufacturing
6 35 (2.40%) Law
7 33 (2.26%) Telecoms
8 27 (1.85%) Marketing
8 27 (1.85%) Retail
9 20 (1.37%) Inclusion and Diversity
10 17 (1.17%) Banking
11 12 (0.82%) Advertising
12 11 (0.75%) Health Technology
13 10 (0.69%) Automotive
14 9 (0.62%) Organisational Skills
15 8 (0.55%) Documentation Skills
16 7 (0.48%) Military
17 4 (0.27%) Legal
17 4 (0.27%) Presentation Skills
18 3 (0.21%) Digital Health
Libraries, Frameworks & Software Standards
1 130 (8.91%) PySpark
2 86 (5.89%) Kafka
3 17 (1.17%) Pandas
4 14 (0.96%) REST
5 13 (0.89%) ARM Templates
6 11 (0.75%) LangChain
7 10 (0.69%) Apache NiFi
7 10 (0.69%) gRPC
8 8 (0.55%) JSON
8 8 (0.55%) PyTorch
9 7 (0.48%) TensorFlow
10 5 (0.34%) Great Expectations
10 5 (0.34%) NumPy
11 4 (0.27%) .NET
11 4 (0.27%) Apache Beam
11 4 (0.27%) RabbitMQ
11 4 (0.27%) YAML
12 3 (0.21%) EDI
12 3 (0.21%) HTML
12 3 (0.21%) SOAP
Miscellaneous
1 51 (3.50%) Cloud Native
2 24 (1.64%) Product Ownership
3 19 (1.30%) Distributed Systems
3 19 (1.30%) Driving Licence
3 19 (1.30%) Fibre Optics
4 13 (0.89%) Greenfield Project
4 13 (0.89%) Legacy Systems
4 13 (0.89%) Video\Live Streaming
5 12 (0.82%) Data Centre
5 12 (0.82%) Onboarding
5 12 (0.82%) Over-the-Top Content
6 11 (0.75%) Self-Motivation
7 10 (0.69%) Data Structures
7 10 (0.69%) Distributed Computing
7 10 (0.69%) Marketing Technology
8 9 (0.62%) AI Agents
9 8 (0.55%) NHS
9 8 (0.55%) Replication
10 7 (0.48%) Enterprise Cloud
10 7 (0.48%) Hedge funds
Operating Systems
1 12 (0.82%) Linux
2 1 (0.069%) Unix
2 1 (0.069%) Windows
2 1 (0.069%) Windows Server
Processes & Methodologies
1 497 (34.06%) Data Pipeline
2 478 (32.76%) Analytics
3 435 (29.81%) Data Engineering
4 389 (26.66%) ETL
5 315 (21.59%) Data Modelling
6 256 (17.55%) CI/CD
7 221 (15.15%) AI
8 214 (14.67%) Business Intelligence
9 181 (12.41%) Agile
10 173 (11.86%) Decision-Making
11 151 (10.35%) Data Science
11 151 (10.35%) DevOps
12 148 (10.14%) Data Governance
13 136 (9.32%) Machine Learning
14 130 (8.91%) Problem-Solving
15 126 (8.64%) Platform Engineering
16 125 (8.57%) Data Architecture
17 112 (7.68%) Mentoring
18 90 (6.17%) Data Integration
19 85 (5.83%) Infrastructure as Code
Programming Languages
1 532 (36.46%) SQL
2 526 (36.05%) Python
3 62 (4.25%) Scala
4 46 (3.15%) Java
5 26 (1.78%) Bash
6 13 (0.89%) PowerShell
7 11 (0.75%) Go
7 11 (0.75%) T-SQL
8 9 (0.62%) Data Analysis Expressions
8 9 (0.62%) R
8 9 (0.62%) TypeScript
9 7 (0.48%) C#
9 7 (0.48%) C++
10 6 (0.41%) Groovy
11 4 (0.27%) Bicep
11 4 (0.27%) JavaScript
12 3 (0.21%) PHP
13 2 (0.14%) PL/SQL
13 2 (0.14%) Rust
13 2 (0.14%) VBA
Qualifications
1 159 (10.90%) Security Cleared
2 109 (7.47%) SC Cleared
3 66 (4.52%) Degree
4 44 (3.02%) DV Cleared
5 40 (2.74%) Computer Science Degree
6 15 (1.03%) Azure Certification
7 13 (0.89%) Master's Degree
8 8 (0.55%) DBS Check
9 7 (0.48%) AWS Certification
9 7 (0.48%) BPSS Clearance
10 4 (0.27%) AWS Certified Solutions Architect
10 4 (0.27%) Microsoft Certification
11 3 (0.21%) CITP
12 1 (0.069%) AWS Certified DevOps Engineer
12 1 (0.069%) CISM
12 1 (0.069%) CISSP
12 1 (0.069%) City & Guilds
12 1 (0.069%) PhD
Quality Assurance & Compliance
1 222 (15.22%) Data Quality
2 41 (2.81%) GDPR
3 21 (1.44%) SLA
4 12 (0.82%) QA
5 6 (0.41%) Accessibility
6 4 (0.27%) ISO/IEC 27001
7 2 (0.14%) HIPAA
8 1 (0.069%) NIST
8 1 (0.069%) PCI DSS
8 1 (0.069%) Sarbanes-Oxley
8 1 (0.069%) SOC 2
System Software
1 58 (3.98%) Docker
2 1 (0.069%) Active Directory
Systems Management
1 127 (8.70%) Terraform
2 35 (2.40%) Kubernetes
3 6 (0.41%) Grafana
4 3 (0.21%) Control-M
4 3 (0.21%) Prometheus
5 1 (0.069%) Ansible
5 1 (0.069%) CASB
5 1 (0.069%) Kibana
5 1 (0.069%) Kubeflow
Vendors
1 242 (16.59%) Databricks
2 180 (12.34%) Microsoft
3 33 (2.26%) Google
4 28 (1.92%) Oracle
5 18 (1.23%) Salesforce
6 17 (1.17%) Palantir
7 16 (1.10%) Talend
8 15 (1.03%) Informatica
9 12 (0.82%) Foundry
10 11 (0.75%) SAP
11 10 (0.69%) Typelevel
12 7 (0.48%) Cloudera
12 7 (0.48%) OpenAI
13 5 (0.34%) BT
13 5 (0.34%) Netezza
14 4 (0.27%) Confluent
15 3 (0.21%) BMC
15 3 (0.21%) IBM
15 3 (0.21%) Planon
16 2 (0.14%) Splunk