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 10 October 2026.

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

6 months to
10 Oct 2026
Same period 2025 Same period 2024
Rank 100 225 183
Rank change year-on-year +125 -42 -49
Permanent jobs requiring a Data Engineer 1,907 603 959
As % of all permanent jobs in England 1.84% 1.40% 1.47%
As % of the Job Titles category 1.98% 1.54% 1.55%
Number of salaries quoted 1,383 457 771
10th Percentile £45,000 £46,900 £40,000
25th Percentile £52,500 £57,500 £52,500
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 96,276 39,048 61,997
% of permanent jobs with a recognized job title 92.70% 90.61% 95.25%
Number of salaries quoted 67,273 23,161 35,506
10th Percentile £30,000 £28,250 £31,250
25th Percentile £41,000 £35,750 £41,250
Median annual salary (50th Percentile) £59,000 £55,000 £55,281
Median % change year-on-year +7.27% -0.51% -7.87%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £58,396 £53,688 £55,000
% change year-on-year +8.77% -2.39% -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 10 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 10 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 +41 626 £83,750 +4.69% 850
North of England +135 578 £65,000 +4.00% 267
North West +104 260 £66,750 +11.25% 136
South East +102 228 £65,000 +4.00% 137
Midlands +57 222 £70,000 +7.69% 100
South West +46 197 £70,000 -1.75% 72
Yorkshire +58 168 £68,000 +0.74% 77
West Midlands +46 166 £70,000 +14.29% 68
North East +29 150 £60,000 -11.11% 54
East Midlands -11 56 £65,000 -3.70% 32
East of England +4 55 £55,000 -22.81% 40
Data Engineer
UK

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

For the 6 months to 10 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.

1 706 (37.02%) SQL
2 628 (32.93%) Analytics
3 621 (32.56%) Python
4 595 (31.20%) Data Pipeline
5 583 (30.57%) Data Engineering
6 503 (26.38%) Azure
7 450 (23.60%) ETL
8 426 (22.34%) Data Modelling
9 380 (19.93%) AI
9 380 (19.93%) Data Quality
10 368 (19.30%) AWS
11 321 (16.83%) Business Intelligence
12 318 (16.68%) CI/CD
13 302 (15.84%) Decision-Making
14 281 (14.74%) Microsoft
15 260 (13.63%) Security Cleared
16 259 (13.58%) Databricks
17 256 (13.42%) Data Warehouse
18 218 (11.43%) Agile
19 216 (11.33%) Problem-Solving
20 198 (10.38%) Power Platform
21 196 (10.28%) DevOps
22 194 (10.17%) Power BI
23 191 (10.02%) Data Science
24 186 (9.75%) SC Cleared
25 177 (9.28%) Data Governance
26 175 (9.18%) Azure Data Factory
27 174 (9.12%) Machine Learning
28 170 (8.91%) PySpark
29 160 (8.39%) 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
1 131 (6.87%) Apache Spark
2 120 (6.29%) Apache Airflow
3 113 (5.93%) Apache
4 27 (1.42%) SAS
5 13 (0.68%) Palantir Foundry
6 8 (0.42%) Oracle Workflow
7 6 (0.31%) Jupyter
8 4 (0.21%) Luigi
9 2 (0.10%) ArcGIS
9 2 (0.10%) Tornado
10 1 (0.052%) Confluence
10 1 (0.052%) SharePoint
Applications
1 24 (1.26%) Microsoft Excel
2 4 (0.21%) Spreadsheet
3 3 (0.16%) Microsoft PowerPoint
4 1 (0.052%) Microsoft Office
4 1 (0.052%) MS Visio
Business Applications
1 9 (0.47%) Dynamics CRM
2 2 (0.10%) SAP Business One
3 1 (0.052%) Academy Revenues and Benefits
3 1 (0.052%) FastStats
3 1 (0.052%) NetSuite
Cloud Services
1 503 (26.38%) Azure
2 368 (19.30%) AWS
3 198 (10.38%) Power Platform
4 175 (9.18%) Azure Data Factory
5 160 (8.39%) GCP
6 116 (6.08%) dbt
7 103 (5.40%) Snowflake
8 89 (4.67%) Azure DevOps
9 84 (4.40%) Azure Synapse Analytics
10 83 (4.35%) Serverless
11 65 (3.41%) AWS Lambda
11 65 (3.41%) SaaS
12 54 (2.83%) Amazon S3
13 45 (2.36%) GitHub
14 39 (2.05%) Azure Databricks
15 30 (1.57%) Amazon EMR
16 29 (1.52%) Amazon EC2
17 22 (1.15%) Azure Logic Apps
18 21 (1.10%) GitHub Actions
19 19 (1.00%) Fivetran
Communications & Networking
1 16 (0.84%) Structured Cabling
2 7 (0.37%) Wi-Fi
3 4 (0.21%) Broadband
3 4 (0.21%) Wireless
4 2 (0.10%) Software-Defined Radio
5 1 (0.052%) 4G
5 1 (0.052%) 5G
5 1 (0.052%) Cisco IPT
5 1 (0.052%) DNS
5 1 (0.052%) HTTP
5 1 (0.052%) HTTPS
5 1 (0.052%) TCP/IP
5 1 (0.052%) tcpdump
5 1 (0.052%) Wireshark
Database & Business Intelligence
1 256 (13.42%) Data Warehouse
2 194 (10.17%) Power BI
3 116 (6.08%) Data Lake
4 102 (5.35%) SQL Server
5 79 (4.14%) Azure SQL Database
6 70 (3.67%) Metadata
7 69 (3.62%) Big Data
7 69 (3.62%) NoSQL
8 65 (3.41%) BigQuery
9 51 (2.67%) Amazon Redshift
9 51 (2.67%) Delta Lake
10 50 (2.62%) PostgreSQL
10 50 (2.62%) Relational Database
11 46 (2.41%) Spark SQL
12 41 (2.15%) Tableau
13 39 (2.05%) SQL Server Integration Services
14 35 (1.84%) Star Schema
15 32 (1.68%) Amazon Athena
16 27 (1.42%) Elasticsearch
16 27 (1.42%) Semantic Layer
Development Applications
1 130 (6.82%) Git
2 27 (1.42%) Jenkins
3 20 (1.05%) 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 (0.10%) Claude Code
6 2 (0.10%) Visual Studio
7 1 (0.052%) ERwin
7 1 (0.052%) SQL Server Management Studio (SSMS)
7 1 (0.052%) VSS/SourceSafe
7 1 (0.052%) Yeoman
General
1 227 (11.90%) Social Skills
2 205 (10.75%) Finance
3 175 (9.18%) Analytical Skills
4 120 (6.29%) Public Sector
5 42 (2.20%) Retail
6 38 (1.99%) Inclusion and Diversity
7 33 (1.73%) Marketing
8 23 (1.21%) Law
9 17 (0.89%) Manufacturing
10 16 (0.84%) Aerospace
11 11 (0.58%) Advertising
11 11 (0.58%) Banking
11 11 (0.58%) Health Technology
12 10 (0.52%) Legal
12 10 (0.52%) Presentation Skills
13 9 (0.47%) Influencing Skills
14 7 (0.37%) Automotive
14 7 (0.37%) Telecoms
15 6 (0.31%) Games
15 6 (0.31%) Military
Libraries, Frameworks & Software Standards
1 170 (8.91%) PySpark
2 124 (6.50%) Terraform
3 92 (4.82%) Kafka
4 23 (1.21%) REST
5 17 (0.89%) .NET
6 16 (0.84%) Apache NiFi
7 15 (0.79%) Pandas
8 14 (0.73%) JSON
9 13 (0.68%) Keycloak
10 11 (0.58%) AWS CDK
11 10 (0.52%) TensorFlow
12 9 (0.47%) PyTorch
13 8 (0.42%) Oracle Fusion
14 7 (0.37%) ARM Templates
14 7 (0.37%) React
14 7 (0.37%) YAML
15 6 (0.31%) Node.js
15 6 (0.31%) NumPy
15 6 (0.31%) scikit-learn
16 5 (0.26%) Apache Avro
Miscellaneous
1 90 (4.72%) Cloud Native
2 34 (1.78%) Onboarding
3 28 (1.47%) Product Ownership
4 26 (1.36%) Hybrid Cloud
5 25 (1.31%) Data Structures
6 24 (1.26%) Distributed Computing
7 20 (1.05%) Greenfield Project
8 17 (0.89%) AI Agents
9 14 (0.73%) Legacy Systems
10 13 (0.68%) Driving Licence
11 12 (0.63%) Hedge funds
11 12 (0.63%) Virtual Team
12 11 (0.58%) Distributed Systems
12 11 (0.58%) NHS
13 10 (0.52%) Reference Data
14 9 (0.47%) Analytical Mindset
14 9 (0.47%) Blog
14 9 (0.47%) Data Fabric
14 9 (0.47%) Educational Technology
15 8 (0.42%) Algorithms
Operating Systems
1 9 (0.47%) Linux
1 9 (0.47%) Windows
Processes & Methodologies
1 628 (32.93%) Analytics
2 595 (31.20%) Data Pipeline
3 583 (30.57%) Data Engineering
4 450 (23.60%) ETL
5 426 (22.34%) Data Modelling
6 380 (19.93%) AI
7 321 (16.83%) Business Intelligence
8 318 (16.68%) CI/CD
9 302 (15.84%) Decision-Making
10 218 (11.43%) Agile
11 216 (11.33%) Problem-Solving
12 196 (10.28%) DevOps
13 191 (10.02%) Data Science
14 177 (9.28%) Data Governance
15 174 (9.12%) Machine Learning
16 156 (8.18%) Mentoring
17 152 (7.97%) Data Architecture
18 149 (7.81%) Data Transformation
19 138 (7.24%) Lakehouse
20 124 (6.50%) Validation
Programming Languages
1 706 (37.02%) SQL
2 621 (32.56%) Python
3 66 (3.46%) Java
4 59 (3.09%) Scala
5 30 (1.57%) JavaScript
6 28 (1.47%) C#
7 27 (1.42%) C++
7 27 (1.42%) Data Analysis Expressions
8 24 (1.26%) PowerShell
9 18 (0.94%) T-SQL
10 16 (0.84%) Bash
11 13 (0.68%) Go
12 9 (0.47%) TypeScript
13 8 (0.42%) R
14 6 (0.31%) Groovy
14 6 (0.31%) Kusto Query Language
15 5 (0.26%) Bicep
16 4 (0.21%) PL/SQL
17 3 (0.16%) VBA
18 2 (0.10%) VBScript
Qualifications
1 260 (13.63%) Security Cleared
2 186 (9.75%) SC Cleared
3 90 (4.72%) DV Cleared
4 83 (4.35%) Degree
5 38 (1.99%) Azure Certification
6 25 (1.31%) BPSS Clearance
7 24 (1.26%) Computer Science Degree
8 16 (0.84%) Master's Degree
9 14 (0.73%) Microsoft Certification
10 10 (0.52%) DBS Check
11 9 (0.47%) AWS Certification
12 3 (0.16%) PhD
13 1 (0.052%) CISM
13 1 (0.052%) CISSP
13 1 (0.052%) CREST Certified
13 1 (0.052%) ICAEW
13 1 (0.052%) PMP
13 1 (0.052%) Postgraduate
13 1 (0.052%) SnowPro
Quality Assurance & Compliance
1 380 (19.93%) Data Quality
2 34 (1.78%) GDPR
3 25 (1.31%) Accessibility
4 24 (1.26%) QA
5 4 (0.21%) Actionable Recommendations
5 4 (0.21%) California Consumer Privacy Act
6 3 (0.16%) SLA
6 3 (0.16%) SOC 2
7 2 (0.10%) ISO/IEC 27001
8 1 (0.052%) Cyber Essentials
8 1 (0.052%) Cyber Essentials PLUS
8 1 (0.052%) IASME
8 1 (0.052%) ISO 9001
System Software
1 72 (3.78%) Docker
Systems Management
1 47 (2.46%) Kubernetes
2 8 (0.42%) Ansible
2 8 (0.42%) Grafana
3 6 (0.31%) Packer
4 4 (0.21%) Kibana
5 2 (0.10%) Argo
6 1 (0.052%) CASB
6 1 (0.052%) Prometheus
Vendors
1 281 (14.74%) Microsoft
2 259 (13.58%) Databricks
3 47 (2.46%) Google
4 18 (0.94%) SAP
5 17 (0.89%) Informatica
6 14 (0.73%) Foundry
6 14 (0.73%) Oracle
6 14 (0.73%) Palantir
7 11 (0.58%) Talend
8 10 (0.52%) Salesforce
9 7 (0.37%) Workday
10 6 (0.31%) OpenAI
11 3 (0.16%) Alteryx
12 2 (0.10%) Cloudera
12 2 (0.10%) SnapLogic
13 1 (0.052%) Actian
13 1 (0.052%) Cognizant
13 1 (0.052%) FactSet
13 1 (0.052%) ServiceNow
13 1 (0.052%) Splunk