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 8 October 2026.

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

6 months to
8 Oct 2026
Same period 2025 Same period 2024
Rank 100 221 186
Rank change year-on-year +121 -35 -51
Permanent jobs requiring a Data Engineer 1,890 612 966
As % of all permanent jobs in England 1.83% 1.41% 1.47%
As % of the Job Titles category 1.97% 1.56% 1.55%
Number of salaries quoted 1,371 461 775
10th Percentile £45,000 £46,750 £40,000
25th Percentile £52,500 £57,500 £52,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £85,000 £85,000 £90,000
90th Percentile £100,000 £97,500 £107,500
UK median annual salary £70,000 £70,000 £70,000
% change year-on-year - - -0.82%

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 96,039 39,178 62,479
% of permanent jobs with a recognized job title 92.75% 90.48% 95.25%
Number of salaries quoted 67,339 23,090 36,055
10th Percentile £30,000 £28,250 £31,020
25th Percentile £41,000 £36,250 £41,250
Median annual salary (50th Percentile) £59,250 £55,000 £55,000
Median % change year-on-year +7.73% - -8.33%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £58,500 £54,500 £55,000
% change year-on-year +7.34% -0.91% -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 8 October 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 8 October 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 +43 621 £82,500 +3.13% 863
North of England +126 569 £65,000 +4.00% 263
North West +105 261 £66,750 +11.25% 136
South East +108 232 £65,000 +4.00% 151
Midlands +54 218 £70,000 +7.69% 99
South West +44 197 £70,000 -1.75% 78
Yorkshire +54 164 £67,403 -0.14% 75
West Midlands +52 164 £70,000 +14.29% 71
North East +36 144 £60,000 -11.11% 52
East Midlands -10 54 £65,000 -3.70% 28
East of England +5 52 £55,000 -8.33% 39
Data Engineer
UK

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

For the 6 months to 8 October 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.

1 690 (36.51%) SQL
2 618 (32.70%) Analytics
3 611 (32.33%) Python
4 579 (30.63%) Data Pipeline
5 572 (30.26%) Data Engineering
6 498 (26.35%) Azure
7 446 (23.60%) ETL
8 414 (21.90%) Data Modelling
9 373 (19.74%) AI
10 367 (19.42%) Data Quality
11 362 (19.15%) AWS
12 311 (16.46%) Business Intelligence
12 311 (16.46%) CI/CD
13 298 (15.77%) Decision-Making
14 273 (14.44%) Microsoft
15 258 (13.65%) Security Cleared
16 252 (13.33%) Data Warehouse
17 250 (13.23%) Databricks
18 215 (11.38%) Agile
19 209 (11.06%) Problem-Solving
20 190 (10.05%) DevOps
20 190 (10.05%) Power Platform
21 189 (10.00%) Data Science
22 186 (9.84%) Power BI
23 184 (9.74%) SC Cleared
24 175 (9.26%) Data Governance
24 175 (9.26%) Machine Learning
25 173 (9.15%) Azure Data Factory
26 165 (8.73%) PySpark
27 159 (8.41%) Mentoring

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
1 129 (6.83%) Apache Spark
2 115 (6.08%) Apache Airflow
3 111 (5.87%) Apache
4 26 (1.38%) SAS
5 13 (0.69%) Palantir Foundry
6 8 (0.42%) Oracle Workflow
7 6 (0.32%) Jupyter
8 4 (0.21%) Luigi
9 2 (0.11%) ArcGIS
9 2 (0.11%) Tornado
10 1 (0.053%) Confluence
10 1 (0.053%) SharePoint
Applications
1 24 (1.27%) Microsoft Excel
2 4 (0.21%) Spreadsheet
3 2 (0.11%) Microsoft PowerPoint
4 1 (0.053%) Microsoft Office
4 1 (0.053%) MS Visio
Business Applications
1 9 (0.48%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.053%) Academy Revenues and Benefits
3 1 (0.053%) FastStats
3 1 (0.053%) NetSuite
Cloud Services
1 498 (26.35%) Azure
2 362 (19.15%) AWS
3 190 (10.05%) Power Platform
4 173 (9.15%) Azure Data Factory
5 157 (8.31%) GCP
6 111 (5.87%) dbt
7 93 (4.92%) Snowflake
8 89 (4.71%) Azure DevOps
9 82 (4.34%) Azure Synapse Analytics
9 82 (4.34%) Serverless
10 64 (3.39%) AWS Lambda
11 61 (3.23%) SaaS
12 52 (2.75%) Amazon S3
13 42 (2.22%) GitHub
14 38 (2.01%) Azure Databricks
15 29 (1.53%) Amazon EC2
15 29 (1.53%) Amazon EMR
16 22 (1.16%) Azure Logic Apps
17 21 (1.11%) GitHub Actions
18 19 (1.01%) Fivetran
Communications & Networking
1 16 (0.85%) Structured Cabling
2 7 (0.37%) Wi-Fi
3 4 (0.21%) Broadband
3 4 (0.21%) Wireless
4 2 (0.11%) Software-Defined Radio
5 1 (0.053%) 4G
5 1 (0.053%) 5G
5 1 (0.053%) DNS
5 1 (0.053%) HTTP
5 1 (0.053%) HTTPS
5 1 (0.053%) TCP/IP
5 1 (0.053%) tcpdump
5 1 (0.053%) Wireshark
Database & Business Intelligence
1 252 (13.33%) Data Warehouse
2 186 (9.84%) Power BI
3 117 (6.19%) Data Lake
4 103 (5.45%) SQL Server
5 78 (4.13%) Azure SQL Database
6 71 (3.76%) Big Data
7 69 (3.65%) Metadata
7 69 (3.65%) NoSQL
8 63 (3.33%) BigQuery
9 52 (2.75%) PostgreSQL
10 49 (2.59%) Amazon Redshift
10 49 (2.59%) Delta Lake
11 47 (2.49%) Relational Database
12 45 (2.38%) Spark SQL
13 40 (2.12%) SQL Server Integration Services
13 40 (2.12%) Tableau
14 34 (1.80%) Star Schema
15 31 (1.64%) Amazon Athena
16 27 (1.43%) Elasticsearch
16 27 (1.43%) Semantic Layer
Development Applications
1 129 (6.83%) Git
2 27 (1.43%) Jenkins
3 18 (0.95%) GitLab
4 4 (0.21%) Octopus Deploy
5 3 (0.16%) Bitbucket
5 3 (0.16%) JIRA
5 3 (0.16%) Visual Studio Code
6 2 (0.11%) Claude Code
6 2 (0.11%) Visual Studio
7 1 (0.053%) ERwin
7 1 (0.053%) SQL Server Management Studio (SSMS)
7 1 (0.053%) VSS/SourceSafe
7 1 (0.053%) Yeoman
General
1 221 (11.69%) Social Skills
2 202 (10.69%) Finance
3 171 (9.05%) Analytical Skills
4 118 (6.24%) Public Sector
5 41 (2.17%) Retail
6 37 (1.96%) Marketing
7 34 (1.80%) Inclusion and Diversity
8 22 (1.16%) Law
9 17 (0.90%) Manufacturing
10 15 (0.79%) Aerospace
11 12 (0.63%) Health Technology
12 11 (0.58%) Advertising
13 10 (0.53%) Presentation Skills
14 9 (0.48%) Banking
14 9 (0.48%) Influencing Skills
15 8 (0.42%) Legal
16 7 (0.37%) Automotive
16 7 (0.37%) Telecoms
17 6 (0.32%) Games
17 6 (0.32%) Military
Libraries, Frameworks & Software Standards
1 165 (8.73%) PySpark
2 122 (6.46%) Terraform
3 90 (4.76%) Kafka
4 24 (1.27%) REST
5 17 (0.90%) .NET
6 16 (0.85%) Apache NiFi
6 16 (0.85%) JSON
7 14 (0.74%) Pandas
8 13 (0.69%) Keycloak
9 11 (0.58%) AWS CDK
10 10 (0.53%) TensorFlow
11 9 (0.48%) PyTorch
12 8 (0.42%) Oracle Fusion
12 8 (0.42%) YAML
13 7 (0.37%) ARM Templates
14 6 (0.32%) Node.js
14 6 (0.32%) React
14 6 (0.32%) scikit-learn
15 5 (0.26%) Apache Avro
15 5 (0.26%) NumPy
Miscellaneous
1 90 (4.76%) Cloud Native
2 32 (1.69%) Onboarding
3 28 (1.48%) Product Ownership
4 26 (1.38%) Hybrid Cloud
5 25 (1.32%) Data Structures
6 24 (1.27%) Distributed Computing
7 20 (1.06%) Greenfield Project
8 16 (0.85%) AI Agents
9 13 (0.69%) Driving Licence
9 13 (0.69%) Legacy Systems
10 12 (0.63%) Hedge funds
10 12 (0.63%) Virtual Team
11 11 (0.58%) Distributed Systems
11 11 (0.58%) NHS
12 10 (0.53%) Reference Data
13 9 (0.48%) Algorithms
13 9 (0.48%) Analytical Mindset
13 9 (0.48%) Data Fabric
13 9 (0.48%) Educational Technology
14 8 (0.42%) Marketing Technology
Operating Systems
1 9 (0.48%) Linux
1 9 (0.48%) Windows
Processes & Methodologies
1 618 (32.70%) Analytics
2 579 (30.63%) Data Pipeline
3 572 (30.26%) Data Engineering
4 446 (23.60%) ETL
5 414 (21.90%) Data Modelling
6 373 (19.74%) AI
7 311 (16.46%) Business Intelligence
7 311 (16.46%) CI/CD
8 298 (15.77%) Decision-Making
9 215 (11.38%) Agile
10 209 (11.06%) Problem-Solving
11 190 (10.05%) DevOps
12 189 (10.00%) Data Science
13 175 (9.26%) Data Governance
13 175 (9.26%) Machine Learning
14 159 (8.41%) Mentoring
15 147 (7.78%) Data Architecture
16 145 (7.67%) Data Transformation
17 134 (7.09%) Lakehouse
18 123 (6.51%) Validation
Programming Languages
1 690 (36.51%) SQL
2 611 (32.33%) Python
3 66 (3.49%) Java
4 59 (3.12%) Scala
5 30 (1.59%) JavaScript
6 28 (1.48%) C#
7 27 (1.43%) C++
8 25 (1.32%) Data Analysis Expressions
9 24 (1.27%) PowerShell
10 18 (0.95%) T-SQL
11 16 (0.85%) Bash
12 13 (0.69%) Go
13 9 (0.48%) TypeScript
14 8 (0.42%) R
15 6 (0.32%) Groovy
15 6 (0.32%) Kusto Query Language
16 5 (0.26%) Bicep
17 4 (0.21%) PL/SQL
18 3 (0.16%) VBA
19 2 (0.11%) VBScript
Qualifications
1 258 (13.65%) Security Cleared
2 184 (9.74%) SC Cleared
3 89 (4.71%) DV Cleared
4 80 (4.23%) Degree
5 38 (2.01%) Azure Certification
6 24 (1.27%) BPSS Clearance
6 24 (1.27%) Computer Science Degree
7 15 (0.79%) Master's Degree
8 14 (0.74%) Microsoft Certification
9 10 (0.53%) DBS Check
10 8 (0.42%) AWS Certification
11 2 (0.11%) PhD
12 1 (0.053%) CREST Certified
12 1 (0.053%) ICAEW
12 1 (0.053%) PMP
12 1 (0.053%) Postgraduate
12 1 (0.053%) SnowPro
Quality Assurance & Compliance
1 367 (19.42%) Data Quality
2 35 (1.85%) GDPR
3 25 (1.32%) Accessibility
3 25 (1.32%) QA
4 4 (0.21%) Actionable Recommendations
5 3 (0.16%) California Consumer Privacy Act
5 3 (0.16%) SLA
6 2 (0.11%) SOC 2
7 1 (0.053%) Cyber Essentials
7 1 (0.053%) Cyber Essentials PLUS
7 1 (0.053%) IASME
7 1 (0.053%) ISO 9001
7 1 (0.053%) ISO/IEC 27001
System Software
1 69 (3.65%) Docker
Systems Management
1 43 (2.28%) Kubernetes
2 8 (0.42%) Ansible
3 7 (0.37%) Grafana
4 6 (0.32%) Packer
5 4 (0.21%) Kibana
6 2 (0.11%) Argo
7 1 (0.053%) CASB
7 1 (0.053%) Prometheus
Vendors
1 273 (14.44%) Microsoft
2 250 (13.23%) Databricks
3 47 (2.49%) Google
4 18 (0.95%) SAP
5 17 (0.90%) Informatica
6 15 (0.79%) Oracle
7 14 (0.74%) Foundry
7 14 (0.74%) Palantir
7 14 (0.74%) Salesforce
8 12 (0.63%) Talend
9 7 (0.37%) Workday
10 6 (0.32%) OpenAI
11 3 (0.16%) Alteryx
11 3 (0.16%) Cloudera
12 2 (0.11%) SnapLogic
12 2 (0.11%) Splunk
13 1 (0.053%) Actian
13 1 (0.053%) Cognizant
13 1 (0.053%) FactSet
13 1 (0.053%) ServiceNow