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 22 June 2026.

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

6 months to
22 Jun 2026
Same period 2025 Same period 2024
Rank 94 221 158
Rank change year-on-year +127 -63 +1
Permanent jobs requiring a Data Engineer 1,580 635 1,669
As % of all permanent jobs in England 1.88% 1.59% 1.74%
As % of the Job Titles category 2.00% 1.76% 1.84%
Number of salaries quoted 1,218 494 1,242
10th Percentile £45,000 £49,125 £35,000
25th Percentile £53,750 £57,500 £47,500
Median annual salary (50th Percentile) £70,000 £73,750 £65,000
Median % change year-on-year -5.08% +13.46% -10.34%
75th Percentile £85,000 £96,250 £85,000
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £70,000 £72,500 £65,000
% change year-on-year -3.45% +11.54% -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 79,179 36,002 90,573
% of permanent jobs with a recognized job title 94.10% 89.97% 94.62%
Number of salaries quoted 55,726 21,020 67,065
10th Percentile £30,000 £28,822 £28,500
25th Percentile £40,000 £39,000 £38,500
Median annual salary (50th Percentile) £57,500 £57,500 £52,500
Median % change year-on-year - +9.52% -12.86%
75th Percentile £75,000 £77,500 £70,000
90th Percentile £96,250 £100,000 £90,000
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 22 June 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 22 June 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 +31 549 £85,000 -5.56% 104
North of England +124 387 £67,500 +12.50% 59
South East +122 244 £60,000 -14.29% 77
North West +114 198 £70,000 +18.14% 33
Midlands +72 175 £65,000 +8.33% 51
West Midlands +76 126 £70,000 +18.64% 31
South West +19 126 £52,500 -6.25% 29
Yorkshire +33 124 £67,500 +12.50% 10
East of England +35 76 £60,000 -9.44% 15
North East +5 65 £62,500 - 16
East Midlands 0 49 £60,000 -7.69% 20
Data Engineer
UK

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

For the 6 months to 22 June 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.

1 574 (36.33%) SQL
2 570 (36.08%) Python
3 529 (33.48%) Data Pipeline
4 499 (31.58%) Analytics
5 458 (28.99%) Data Engineering
6 429 (27.15%) Azure
7 380 (24.05%) ETL
8 346 (21.90%) Data Modelling
9 331 (20.95%) AWS
10 273 (17.28%) CI/CD
11 268 (16.96%) AI
12 263 (16.65%) Data Quality
13 257 (16.27%) Databricks
14 238 (15.06%) Business Intelligence
15 205 (12.97%) Microsoft
15 205 (12.97%) Security Cleared
16 204 (12.91%) Data Warehouse
17 198 (12.53%) Decision-Making
18 187 (11.84%) Agile
19 167 (10.57%) Data Governance
20 159 (10.06%) Machine Learning
20 159 (10.06%) Power Platform
20 159 (10.06%) Problem-Solving
21 152 (9.62%) Azure Data Factory
21 152 (9.62%) Power BI
22 147 (9.30%) Apache Airflow
22 147 (9.30%) SC Cleared
23 146 (9.24%) DevOps
23 146 (9.24%) GCP
24 145 (9.18%) Data Science

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
1 147 (9.30%) Apache Airflow
2 87 (5.51%) Apache Spark
3 83 (5.25%) Apache
4 29 (1.84%) SAS
5 10 (0.63%) Palantir Foundry
6 5 (0.32%) Jupyter
7 4 (0.25%) Confluence
8 2 (0.13%) Apache Qpid
8 2 (0.13%) Luigi
8 2 (0.13%) Oracle Application Server
8 2 (0.13%) SharePoint
9 1 (0.063%) ArcGIS
9 1 (0.063%) GeoServer
Applications
1 12 (0.76%) Microsoft Excel
2 5 (0.32%) Microsoft Office
3 1 (0.063%) Chatbot
3 1 (0.063%) Microsoft PowerPoint
3 1 (0.063%) Spreadsheet
Business Applications
1 3 (0.19%) Dynamics CRM
2 1 (0.063%) FastStats
2 1 (0.063%) Primavera
2 1 (0.063%) SAP Business One
Cloud Services
1 429 (27.15%) Azure
2 331 (20.95%) AWS
3 159 (10.06%) Power Platform
4 152 (9.62%) Azure Data Factory
5 146 (9.24%) GCP
6 110 (6.96%) Snowflake
7 107 (6.77%) dbt
8 75 (4.75%) Azure Synapse Analytics
9 62 (3.92%) Azure DevOps
10 59 (3.73%) Amazon S3
11 52 (3.29%) Serverless
12 49 (3.10%) SaaS
13 38 (2.41%) AWS Lambda
14 34 (2.15%) GitHub
15 26 (1.65%) Amazon Kinesis
16 21 (1.33%) Fivetran
17 20 (1.27%) Dagster
18 19 (1.20%) GitHub Actions
19 17 (1.08%) Amazon EMR
20 16 (1.01%) Microsoft Purview
Communications & Networking
1 31 (1.96%) Broadband
2 24 (1.52%) Structured Cabling
3 14 (0.89%) Wi-Fi
4 5 (0.32%) DSLAM
4 5 (0.32%) Software-Defined Radio
4 5 (0.32%) Wireless
5 2 (0.13%) 4G
5 2 (0.13%) 5G
5 2 (0.13%) Internet
6 1 (0.063%) Kerberos
6 1 (0.063%) LTE
Database & Business Intelligence
1 204 (12.91%) Data Warehouse
2 152 (9.62%) Power BI
3 97 (6.14%) Data Lake
4 86 (5.44%) SQL Server
5 68 (4.30%) BigQuery
6 65 (4.11%) Relational Database
7 61 (3.86%) Amazon Redshift
8 59 (3.73%) Big Data
9 49 (3.10%) NoSQL
10 46 (2.91%) Metadata
11 45 (2.85%) Azure SQL Database
12 38 (2.41%) Spark SQL
13 36 (2.28%) SQL Server Integration Services
14 34 (2.15%) Delta Lake
15 33 (2.09%) PostgreSQL
16 32 (2.03%) Tableau
17 29 (1.84%) Amazon Athena
18 27 (1.71%) SQL Server Reporting Services
19 25 (1.58%) Star Schema
20 22 (1.39%) Semantic Layer
Development Applications
1 86 (5.44%) Git
2 15 (0.95%) Jenkins
3 8 (0.51%) JIRA
4 7 (0.44%) GitLab
5 5 (0.32%) Visual Studio
6 3 (0.19%) MLflow
7 2 (0.13%) TeamCity
8 1 (0.063%) DBeaver
8 1 (0.063%) Deequ
8 1 (0.063%) ERwin
8 1 (0.063%) Oracle APEX
8 1 (0.063%) Robot Framework
8 1 (0.063%) Selenium
8 1 (0.063%) SQL Server Management Studio (SSMS)
8 1 (0.063%) VSS/SourceSafe
8 1 (0.063%) Yeoman
General
1 180 (11.39%) Finance
2 153 (9.68%) Social Skills
3 123 (7.78%) Analytical Skills
4 113 (7.15%) Public Sector
5 38 (2.41%) Law
6 31 (1.96%) Manufacturing
7 28 (1.77%) Marketing
7 28 (1.77%) Telecoms
8 27 (1.71%) Inclusion and Diversity
8 27 (1.71%) Retail
9 19 (1.20%) Banking
10 12 (0.76%) Advertising
11 11 (0.70%) Health Technology
12 9 (0.57%) Automotive
13 8 (0.51%) Documentation Skills
13 8 (0.51%) Military
14 6 (0.38%) Games
15 5 (0.32%) Organisational Skills
15 5 (0.32%) Presentation Skills
16 3 (0.19%) Influencing Skills
Libraries, Frameworks & Software Standards
1 125 (7.91%) PySpark
2 92 (5.82%) Kafka
3 18 (1.14%) REST
4 16 (1.01%) Pandas
5 13 (0.82%) ARM Templates
6 12 (0.76%) Apache NiFi
7 11 (0.70%) JSON
8 10 (0.63%) gRPC
9 6 (0.38%) LangChain
9 6 (0.38%) NumPy
10 5 (0.32%) EDI
10 5 (0.32%) Great Expectations
10 5 (0.32%) Node.js
10 5 (0.32%) YAML
11 4 (0.25%) Apache Beam
11 4 (0.25%) RabbitMQ
11 4 (0.25%) React
11 4 (0.25%) RESTful
11 4 (0.25%) XML
12 3 (0.19%) Celery
Miscellaneous
1 68 (4.30%) Cloud Native
2 27 (1.71%) Product Ownership
3 22 (1.39%) Data Structures
4 19 (1.20%) Driving Licence
5 17 (1.08%) Fibre Optics
6 16 (1.01%) Distributed Systems
7 14 (0.89%) Distributed Computing
7 14 (0.89%) Greenfield Project
8 13 (0.82%) Video\Live Streaming
9 12 (0.76%) Over-the-Top Content
10 11 (0.70%) Legacy Systems
10 11 (0.70%) Onboarding
11 10 (0.63%) Data Centre
11 10 (0.63%) Marketing Technology
11 10 (0.63%) NHS
11 10 (0.63%) Sports Betting
12 9 (0.57%) Hedge funds
13 8 (0.51%) AI Agents
14 7 (0.44%) Replication
14 7 (0.44%) Self-Motivation
Operating Systems
1 15 (0.95%) Linux
2 3 (0.19%) Windows
3 1 (0.063%) Unix
3 1 (0.063%) Windows Server
Processes & Methodologies
1 529 (33.48%) Data Pipeline
2 499 (31.58%) Analytics
3 458 (28.99%) Data Engineering
4 380 (24.05%) ETL
5 346 (21.90%) Data Modelling
6 273 (17.28%) CI/CD
7 268 (16.96%) AI
8 238 (15.06%) Business Intelligence
9 198 (12.53%) Decision-Making
10 187 (11.84%) Agile
11 167 (10.57%) Data Governance
12 159 (10.06%) Machine Learning
12 159 (10.06%) Problem-Solving
13 146 (9.24%) DevOps
14 145 (9.18%) Data Science
15 135 (8.54%) Data Architecture
16 132 (8.35%) Platform Engineering
17 121 (7.66%) Mentoring
18 97 (6.14%) Infrastructure as Code
19 94 (5.95%) Data Integration
Programming Languages
1 574 (36.33%) SQL
2 570 (36.08%) Python
3 60 (3.80%) Scala
4 50 (3.16%) Java
5 22 (1.39%) Bash
6 16 (1.01%) PowerShell
7 12 (0.76%) T-SQL
8 11 (0.70%) Data Analysis Expressions
8 11 (0.70%) Go
9 9 (0.57%) C++
9 9 (0.57%) TypeScript
10 8 (0.51%) R
11 7 (0.44%) Bicep
12 6 (0.38%) C#
12 6 (0.38%) Groovy
13 5 (0.32%) JavaScript
14 4 (0.25%) PL/SQL
15 3 (0.19%) Kusto Query Language
15 3 (0.19%) VBA
16 2 (0.13%) Rust
Qualifications
1 205 (12.97%) Security Cleared
2 147 (9.30%) SC Cleared
3 69 (4.37%) Degree
4 60 (3.80%) DV Cleared
5 38 (2.41%) Computer Science Degree
6 17 (1.08%) Azure Certification
7 14 (0.89%) Master's Degree
8 9 (0.57%) BPSS Clearance
9 8 (0.51%) AWS Certification
9 8 (0.51%) DBS Check
10 5 (0.32%) Microsoft Certification
11 4 (0.25%) AWS Certified Solutions Architect
12 3 (0.19%) CITP
13 1 (0.063%) AWS Certified DevOps Engineer
13 1 (0.063%) CISM
13 1 (0.063%) CISSP
13 1 (0.063%) City & Guilds
13 1 (0.063%) SnowPro
Quality Assurance & Compliance
1 263 (16.65%) Data Quality
2 41 (2.59%) GDPR
3 20 (1.27%) SLA
4 13 (0.82%) QA
5 7 (0.44%) Accessibility
6 2 (0.13%) ISO/IEC 27001
6 2 (0.13%) SOC 2
7 1 (0.063%) HIPAA
7 1 (0.063%) PCI DSS
System Software
1 62 (3.92%) Docker
2 1 (0.063%) Active Directory
Systems Management
1 142 (8.99%) Terraform
2 36 (2.28%) Kubernetes
3 6 (0.38%) Grafana
4 3 (0.19%) Ansible
4 3 (0.19%) Kibana
4 3 (0.19%) Prometheus
5 2 (0.13%) CASB
5 2 (0.13%) Packer
6 1 (0.063%) Kubeflow
Vendors
1 257 (16.27%) Databricks
2 205 (12.97%) Microsoft
3 36 (2.28%) Google
4 23 (1.46%) Oracle
5 19 (1.20%) Salesforce
6 15 (0.95%) Palantir
7 13 (0.82%) Foundry
8 12 (0.76%) Informatica
9 11 (0.70%) Talend
10 10 (0.63%) Typelevel
11 8 (0.51%) OpenAI
11 8 (0.51%) SAP
12 5 (0.32%) BT
12 5 (0.32%) Cloudera
13 3 (0.19%) Confluent
13 3 (0.19%) Planon
14 2 (0.13%) Alteryx
14 2 (0.13%) iManage
14 2 (0.13%) Intapp
14 2 (0.13%) Splunk