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 13 October 2026.

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

6 months to
13 Oct 2026
Same period 2025 Same period 2024
Rank 98 219 182
Rank change year-on-year +121 -37 -44
Permanent jobs requiring a Data Engineer 1,930 599 936
As % of all permanent jobs in England 1.85% 1.40% 1.46%
As % of the Job Titles category 2.00% 1.55% 1.54%
Number of salaries quoted 1,392 454 758
10th Percentile £45,000 £46,400 £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 96,394 38,710 60,932
% of permanent jobs with a recognized job title 92.58% 90.53% 95.23%
Number of salaries quoted 67,344 23,101 34,738
10th Percentile £30,250 £28,000 £31,250
25th Percentile £41,250 £35,750 £41,250
Median annual salary (50th Percentile) £59,522 £55,000 £56,500
Median % change year-on-year +8.22% -2.65% -5.83%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £58,750 £53,500 £55,000
% change year-on-year +9.81% -2.73% -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 13 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 13 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 +37 630 £82,500 +3.13% 713
North of England +135 579 £65,000 +4.00% 232
North West +96 260 £66,750 +11.25% 120
Midlands +53 235 £70,000 +7.69% 81
South East +116 228 £65,000 +4.00% 118
South West +49 202 £70,000 -1.75% 60
West Midlands +55 176 £70,000 +14.29% 54
Yorkshire +54 167 £75,000 +11.11% 58
North East +29 152 £60,000 -11.11% 54
East Midlands -5 59 £65,000 -3.70% 27
East of England +5 55 £55,000 -33.33% 34
Data Engineer
UK

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

For the 6 months to 13 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.

1 729 (37.77%) SQL
2 640 (33.16%) Analytics
3 632 (32.75%) Python
4 609 (31.55%) Data Pipeline
5 602 (31.19%) Data Engineering
6 506 (26.22%) Azure
7 462 (23.94%) ETL
8 442 (22.90%) Data Modelling
9 394 (20.41%) Data Quality
10 387 (20.05%) AI
11 372 (19.27%) AWS
12 322 (16.68%) Business Intelligence
13 321 (16.63%) CI/CD
14 312 (16.17%) Decision-Making
15 285 (14.77%) Microsoft
16 265 (13.73%) Security Cleared
17 264 (13.68%) Databricks
18 263 (13.63%) Data Warehouse
19 226 (11.71%) Problem-Solving
20 219 (11.35%) Agile
21 201 (10.41%) Power Platform
22 197 (10.21%) DevOps
22 197 (10.21%) Power BI
23 195 (10.10%) Data Science
24 188 (9.74%) SC Cleared
25 178 (9.22%) Data Governance
25 178 (9.22%) Machine Learning
26 176 (9.12%) PySpark
27 175 (9.07%) Azure Data Factory
28 160 (8.29%) Data Transformation

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
1 132 (6.84%) Apache Spark
2 120 (6.22%) Apache Airflow
3 115 (5.96%) Apache
4 27 (1.40%) SAS
5 14 (0.73%) Palantir Foundry
6 8 (0.41%) 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 (1.24%) 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
1 506 (26.22%) Azure
2 372 (19.27%) AWS
3 201 (10.41%) Power Platform
4 175 (9.07%) Azure Data Factory
5 160 (8.29%) GCP
6 121 (6.27%) dbt
7 103 (5.34%) Snowflake
8 88 (4.56%) Azure DevOps
8 88 (4.56%) Serverless
9 87 (4.51%) Azure Synapse Analytics
10 68 (3.52%) AWS Lambda
11 64 (3.32%) SaaS
12 59 (3.06%) Amazon S3
13 45 (2.33%) GitHub
14 40 (2.07%) Azure Databricks
15 31 (1.61%) Amazon EMR
16 29 (1.50%) Amazon EC2
17 23 (1.19%) Azure Logic Apps
18 21 (1.09%) GitHub Actions
19 19 (0.98%) Microsoft Purview
Communications & Networking
1 16 (0.83%) Structured Cabling
2 7 (0.36%) Wi-Fi
3 4 (0.21%) Broadband
3 4 (0.21%) Wireless
4 2 (0.10%) DNS
4 2 (0.10%) HTTP
4 2 (0.10%) HTTPS
4 2 (0.10%) Software-Defined Radio
4 2 (0.10%) TCP/IP
4 2 (0.10%) tcpdump
4 2 (0.10%) Wireshark
5 1 (0.052%) 4G
5 1 (0.052%) 5G
5 1 (0.052%) Cisco IPT
Database & Business Intelligence
1 263 (13.63%) Data Warehouse
2 197 (10.21%) Power BI
3 116 (6.01%) Data Lake
4 103 (5.34%) SQL Server
5 79 (4.09%) Azure SQL Database
6 72 (3.73%) Metadata
7 70 (3.63%) NoSQL
8 69 (3.58%) Big Data
9 66 (3.42%) BigQuery
10 57 (2.95%) Relational Database
11 53 (2.75%) Amazon Redshift
12 52 (2.69%) Delta Lake
13 49 (2.54%) PostgreSQL
14 46 (2.38%) Spark SQL
15 42 (2.18%) Tableau
16 41 (2.12%) SQL Server Integration Services
17 35 (1.81%) Amazon Athena
17 35 (1.81%) Star Schema
18 29 (1.50%) Semantic Layer
19 27 (1.40%) Elasticsearch
Development Applications
1 139 (7.20%) Git
2 27 (1.40%) Jenkins
3 20 (1.04%) GitLab
4 4 (0.21%) Claude Code
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%) Visual Studio
7 1 (0.052%) CircleCI
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
1 231 (11.97%) Social Skills
2 211 (10.93%) Finance
3 186 (9.64%) Analytical Skills
4 119 (6.17%) Public Sector
5 42 (2.18%) Retail
6 40 (2.07%) Inclusion and Diversity
7 32 (1.66%) Marketing
8 23 (1.19%) Law
9 18 (0.93%) Aerospace
10 16 (0.83%) Manufacturing
11 11 (0.57%) Banking
12 10 (0.52%) Advertising
12 10 (0.52%) Legal
12 10 (0.52%) Presentation Skills
13 9 (0.47%) Health Technology
13 9 (0.47%) Influencing Skills
14 7 (0.36%) Automotive
14 7 (0.36%) Telecoms
15 6 (0.31%) Games
15 6 (0.31%) Military
Libraries, Frameworks & Software Standards
1 176 (9.12%) PySpark
2 126 (6.53%) Terraform
3 91 (4.72%) Kafka
4 24 (1.24%) REST
5 17 (0.88%) .NET
6 16 (0.83%) Apache NiFi
7 15 (0.78%) Pandas
8 14 (0.73%) JSON
9 13 (0.67%) Keycloak
10 12 (0.62%) AWS CDK
11 10 (0.52%) TensorFlow
12 9 (0.47%) PyTorch
13 8 (0.41%) Oracle Fusion
14 7 (0.36%) ARM Templates
14 7 (0.36%) React
14 7 (0.36%) 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 89 (4.61%) Cloud Native
2 34 (1.76%) Onboarding
3 28 (1.45%) Product Ownership
4 26 (1.35%) Hybrid Cloud
5 25 (1.30%) Data Structures
5 25 (1.30%) Distributed Computing
6 20 (1.04%) Greenfield Project
7 18 (0.93%) AI Agents
8 14 (0.73%) Driving Licence
8 14 (0.73%) Legacy Systems
9 13 (0.67%) Self-Motivation
10 12 (0.62%) Hedge funds
10 12 (0.62%) Virtual Team
11 11 (0.57%) Distributed Systems
11 11 (0.57%) NHS
12 10 (0.52%) Blog
12 10 (0.52%) Reference Data
13 9 (0.47%) Analytical Mindset
13 9 (0.47%) Data Fabric
13 9 (0.47%) Educational Technology
Operating Systems
1 10 (0.52%) Linux
2 9 (0.47%) Windows
Processes & Methodologies
1 640 (33.16%) Analytics
2 609 (31.55%) Data Pipeline
3 602 (31.19%) Data Engineering
4 462 (23.94%) ETL
5 442 (22.90%) Data Modelling
6 387 (20.05%) AI
7 322 (16.68%) Business Intelligence
8 321 (16.63%) CI/CD
9 312 (16.17%) Decision-Making
10 226 (11.71%) Problem-Solving
11 219 (11.35%) Agile
12 197 (10.21%) DevOps
13 195 (10.10%) Data Science
14 178 (9.22%) Data Governance
14 178 (9.22%) Machine Learning
15 160 (8.29%) Data Transformation
16 156 (8.08%) Mentoring
17 151 (7.82%) Data Architecture
18 142 (7.36%) Lakehouse
19 131 (6.79%) Data Integration
Programming Languages
1 729 (37.77%) SQL
2 632 (32.75%) Python
3 67 (3.47%) Java
4 60 (3.11%) Scala
5 30 (1.55%) JavaScript
6 28 (1.45%) C#
7 27 (1.40%) C++
7 27 (1.40%) Data Analysis Expressions
8 23 (1.19%) PowerShell
9 18 (0.93%) T-SQL
10 14 (0.73%) Bash
11 13 (0.67%) Go
12 9 (0.47%) TypeScript
13 8 (0.41%) 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
1 265 (13.73%) Security Cleared
2 188 (9.74%) SC Cleared
3 91 (4.72%) DV Cleared
4 85 (4.40%) Degree
5 38 (1.97%) Azure Certification
6 26 (1.35%) BPSS Clearance
7 25 (1.30%) Computer Science Degree
8 16 (0.83%) Master's Degree
9 14 (0.73%) Microsoft Certification
10 11 (0.57%) AWS Certification
11 10 (0.52%) DBS Check
12 4 (0.21%) 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%) PMI Certification
13 1 (0.052%) PMP
13 1 (0.052%) Postgraduate
13 1 (0.052%) SnowPro
Quality Assurance & Compliance
1 394 (20.41%) Data Quality
2 34 (1.76%) GDPR
3 25 (1.30%) Accessibility
4 24 (1.24%) 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 74 (3.83%) Docker
Systems Management
1 50 (2.59%) Kubernetes
2 8 (0.41%) Ansible
3 7 (0.36%) Grafana
4 6 (0.31%) Packer
5 4 (0.21%) Kibana
6 2 (0.10%) Argo
7 1 (0.052%) CASB
Vendors
1 285 (14.77%) Microsoft
2 264 (13.68%) Databricks
3 48 (2.49%) Google
4 18 (0.93%) SAP
5 16 (0.83%) Informatica
6 15 (0.78%) Foundry
6 15 (0.78%) Palantir
7 13 (0.67%) Oracle
8 11 (0.57%) Talend
9 8 (0.41%) Salesforce
10 7 (0.36%) Workday
11 6 (0.31%) OpenAI
12 3 (0.16%) Alteryx
13 2 (0.10%) Ab Initio
13 2 (0.10%) SnapLogic
14 1 (0.052%) Bloomberg
14 1 (0.052%) Infor
14 1 (0.052%) MicroStrategy
14 1 (0.052%) Perforce
14 1 (0.052%) Sage