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 24 May 2026.

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

6 months to
24 May 2026
Same period 2025 Same period 2024
Rank 102 206 159
Rank change year-on-year +104 -47 -10
Permanent jobs requiring a Data Engineer 1,482 652 1,540
As % of all permanent jobs in England 1.79% 1.70% 1.80%
As % of the Job Titles category 1.92% 1.90% 1.90%
Number of salaries quoted 1,148 522 1,124
10th Percentile £45,000 £48,875 £34,905
25th Percentile £54,688 £57,500 £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 £97,500 £85,000
90th Percentile £95,000 £115,000 £100,000
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 77,318 34,317 80,969
% of permanent jobs with a recognized job title 93.37% 89.54% 94.58%
Number of salaries quoted 52,516 19,695 61,369
10th Percentile £30,000 £30,000 £28,500
25th Percentile £40,000 £41,250 £38,125
Median annual salary (50th Percentile) £55,250 £57,500 £53,000
Median % change year-on-year -3.91% +8.49% -12.83%
75th Percentile £75,000 £77,750 £71,250
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 24 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 24 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 +28 549 £85,000 -5.56% 111
North of England +92 311 £70,000 +16.67% 80
South East +103 234 £58,250 -16.79% 76
Midlands +68 164 £65,000 +8.33% 48
North West +86 162 £70,000 +9.59% 30
West Midlands +61 125 £65,000 +8.33% 32
South West +13 115 £50,000 -9.09% 34
Yorkshire +9 113 £68,750 +14.58% 31
East of England +41 88 £65,000 -1.89% 3
East Midlands -14 39 £51,250 -16.33% 16
North East -11 36 £65,000 +4.00% 21
Data Engineer
UK

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

For the 6 months to 24 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.

1 538 (36.30%) SQL
2 536 (36.17%) Python
3 509 (34.35%) Data Pipeline
4 487 (32.86%) Analytics
5 443 (29.89%) Data Engineering
6 412 (27.80%) Azure
7 391 (26.38%) ETL
8 320 (21.59%) Data Modelling
9 301 (20.31%) AWS
10 264 (17.81%) CI/CD
11 244 (16.46%) Databricks
12 228 (15.38%) AI
12 228 (15.38%) Data Quality
13 217 (14.64%) Business Intelligence
14 184 (12.42%) Agile
15 182 (12.28%) Microsoft
16 181 (12.21%) Data Warehouse
17 177 (11.94%) Decision-Making
18 164 (11.07%) Security Cleared
19 159 (10.73%) Azure Data Factory
20 154 (10.39%) Data Science
21 152 (10.26%) DevOps
22 150 (10.12%) Data Governance
23 147 (9.92%) Power Platform
24 145 (9.78%) Machine Learning
25 141 (9.51%) Power BI
26 135 (9.11%) Problem-Solving
27 133 (8.97%) PySpark
28 130 (8.77%) Apache Airflow
28 130 (8.77%) Terraform

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
1 130 (8.77%) Apache Airflow
2 71 (4.79%) Apache Spark
3 68 (4.59%) Apache
4 22 (1.48%) SAS
5 10 (0.67%) Palantir Foundry
6 7 (0.47%) Confluence
7 3 (0.20%) Jupyter
8 2 (0.13%) Apache Qpid
8 2 (0.13%) Luigi
8 2 (0.13%) Oracle Application Server
9 1 (0.067%) GeoServer
9 1 (0.067%) SharePoint
Applications
1 11 (0.74%) Microsoft Excel
2 5 (0.34%) Microsoft Office
3 2 (0.13%) Chatbot
4 1 (0.067%) Microsoft PowerPoint
4 1 (0.067%) Spreadsheet
Business Applications
1 1 (0.067%) Dynamics CRM
1 1 (0.067%) NetSuite
1 1 (0.067%) Primavera
Cloud Services
1 412 (27.80%) Azure
2 301 (20.31%) AWS
3 159 (10.73%) Azure Data Factory
4 147 (9.92%) Power Platform
5 129 (8.70%) GCP
6 108 (7.29%) Snowflake
7 97 (6.55%) dbt
8 81 (5.47%) Azure Synapse Analytics
9 69 (4.66%) Amazon S3
10 60 (4.05%) Azure DevOps
11 49 (3.31%) Serverless
12 43 (2.90%) SaaS
13 36 (2.43%) AWS Lambda
14 33 (2.23%) GitHub
15 26 (1.75%) Amazon Kinesis
16 19 (1.28%) Fivetran
17 18 (1.21%) Azure Monitor
17 18 (1.21%) GitHub Actions
18 16 (1.08%) Dagster
19 15 (1.01%) Amazon EMR
Communications & Networking
1 29 (1.96%) Broadband
2 23 (1.55%) Structured Cabling
3 16 (1.08%) Wi-Fi
4 5 (0.34%) DSLAM
4 5 (0.34%) Software-Defined Radio
5 4 (0.27%) Wireless
6 2 (0.13%) 4G
6 2 (0.13%) 5G
6 2 (0.13%) Internet
7 1 (0.067%) Kerberos
7 1 (0.067%) LTE
Database & Business Intelligence
1 181 (12.21%) Data Warehouse
2 141 (9.51%) Power BI
3 102 (6.88%) Data Lake
4 79 (5.33%) SQL Server
5 65 (4.39%) Relational Database
6 62 (4.18%) Amazon Redshift
7 60 (4.05%) BigQuery
8 52 (3.51%) Metadata
9 45 (3.04%) Big Data
9 45 (3.04%) NoSQL
10 44 (2.97%) Azure SQL Database
11 38 (2.56%) Spark SQL
12 36 (2.43%) SQL Server Integration Services
13 34 (2.29%) Delta Lake
14 30 (2.02%) PostgreSQL
14 30 (2.02%) Tableau
15 28 (1.89%) Amazon Athena
15 28 (1.89%) SQL Server Reporting Services
16 25 (1.69%) MySQL
17 23 (1.55%) Star Schema
Development Applications
1 83 (5.60%) Git
2 10 (0.67%) Jenkins
3 9 (0.61%) JIRA
4 5 (0.34%) MLflow
4 5 (0.34%) Visual Studio
5 4 (0.27%) GitLab
6 2 (0.13%) LabVIEW
6 2 (0.13%) TeamCity
7 1 (0.067%) DBeaver
7 1 (0.067%) Deequ
7 1 (0.067%) Oracle APEX
7 1 (0.067%) Robot Framework
7 1 (0.067%) Selenium
7 1 (0.067%) SQL Server Management Studio (SSMS)
7 1 (0.067%) Yeoman
General
1 182 (12.28%) Finance
2 131 (8.84%) Social Skills
3 108 (7.29%) Public Sector
4 106 (7.15%) Analytical Skills
5 35 (2.36%) Law
5 35 (2.36%) Manufacturing
6 33 (2.23%) Telecoms
7 27 (1.82%) Marketing
7 27 (1.82%) Retail
8 24 (1.62%) Inclusion and Diversity
9 18 (1.21%) Banking
10 12 (0.81%) Advertising
11 11 (0.74%) Health Technology
12 10 (0.67%) Automotive
12 10 (0.67%) Organisational Skills
13 8 (0.54%) Documentation Skills
14 6 (0.40%) Military
15 4 (0.27%) Presentation Skills
16 3 (0.20%) Aviation
16 3 (0.20%) Digital Health
Libraries, Frameworks & Software Standards
1 133 (8.97%) PySpark
2 88 (5.94%) Kafka
3 18 (1.21%) Pandas
4 14 (0.94%) REST
5 13 (0.88%) ARM Templates
6 11 (0.74%) Apache NiFi
6 11 (0.74%) LangChain
7 10 (0.67%) gRPC
8 8 (0.54%) JSON
8 8 (0.54%) PyTorch
9 7 (0.47%) TensorFlow
10 6 (0.40%) NumPy
11 5 (0.34%) Great Expectations
12 4 (0.27%) .NET
12 4 (0.27%) Apache Beam
12 4 (0.27%) RabbitMQ
12 4 (0.27%) React
12 4 (0.27%) YAML
13 3 (0.20%) HTML
13 3 (0.20%) SOAP
Miscellaneous
1 55 (3.71%) Cloud Native
2 25 (1.69%) Product Ownership
3 19 (1.28%) Distributed Systems
3 19 (1.28%) Fibre Optics
4 17 (1.15%) Driving Licence
5 14 (0.94%) Greenfield Project
6 13 (0.88%) Legacy Systems
6 13 (0.88%) Video\Live Streaming
7 12 (0.81%) Data Centre
7 12 (0.81%) Over-the-Top Content
8 11 (0.74%) Data Structures
8 11 (0.74%) Onboarding
8 11 (0.74%) Self-Motivation
9 10 (0.67%) Distributed Computing
9 10 (0.67%) Marketing Technology
10 9 (0.61%) AI Agents
11 8 (0.54%) NHS
11 8 (0.54%) Replication
12 7 (0.47%) Enterprise Cloud
12 7 (0.47%) Hedge funds
Operating Systems
1 12 (0.81%) Linux
2 1 (0.067%) Unix
2 1 (0.067%) Windows
2 1 (0.067%) Windows Server
Processes & Methodologies
1 509 (34.35%) Data Pipeline
2 487 (32.86%) Analytics
3 443 (29.89%) Data Engineering
4 391 (26.38%) ETL
5 320 (21.59%) Data Modelling
6 264 (17.81%) CI/CD
7 228 (15.38%) AI
8 217 (14.64%) Business Intelligence
9 184 (12.42%) Agile
10 177 (11.94%) Decision-Making
11 154 (10.39%) Data Science
12 152 (10.26%) DevOps
13 150 (10.12%) Data Governance
14 145 (9.78%) Machine Learning
15 135 (9.11%) Problem-Solving
16 129 (8.70%) Platform Engineering
17 126 (8.50%) Data Architecture
18 117 (7.89%) Mentoring
19 91 (6.14%) Data Integration
20 86 (5.80%) Infrastructure as Code
Programming Languages
1 538 (36.30%) SQL
2 536 (36.17%) Python
3 64 (4.32%) Scala
4 47 (3.17%) Java
5 26 (1.75%) Bash
6 13 (0.88%) PowerShell
7 12 (0.81%) T-SQL
8 11 (0.74%) Go
9 9 (0.61%) Data Analysis Expressions
9 9 (0.61%) R
9 9 (0.61%) TypeScript
10 7 (0.47%) C#
10 7 (0.47%) C++
11 6 (0.40%) Groovy
12 4 (0.27%) Bicep
12 4 (0.27%) JavaScript
13 3 (0.20%) PHP
13 3 (0.20%) PL/SQL
14 2 (0.13%) Rust
14 2 (0.13%) VBA
Qualifications
1 164 (11.07%) Security Cleared
2 116 (7.83%) SC Cleared
3 69 (4.66%) Degree
4 45 (3.04%) DV Cleared
5 40 (2.70%) Computer Science Degree
6 15 (1.01%) Azure Certification
7 14 (0.94%) Master's Degree
8 8 (0.54%) BPSS Clearance
8 8 (0.54%) DBS Check
9 7 (0.47%) AWS Certification
10 4 (0.27%) AWS Certified Solutions Architect
10 4 (0.27%) Microsoft Certification
11 3 (0.20%) CITP
12 1 (0.067%) AWS Certified DevOps Engineer
12 1 (0.067%) CISM
12 1 (0.067%) CISSP
12 1 (0.067%) City & Guilds
12 1 (0.067%) PhD
Quality Assurance & Compliance
1 228 (15.38%) Data Quality
2 42 (2.83%) GDPR
3 20 (1.35%) SLA
4 12 (0.81%) QA
5 6 (0.40%) Accessibility
6 4 (0.27%) ISO/IEC 27001
7 2 (0.13%) HIPAA
8 1 (0.067%) NIST
8 1 (0.067%) PCI DSS
8 1 (0.067%) Sarbanes-Oxley
8 1 (0.067%) SOC 2
System Software
1 60 (4.05%) Docker
2 1 (0.067%) Active Directory
Systems Management
1 130 (8.77%) Terraform
2 36 (2.43%) Kubernetes
3 6 (0.40%) Grafana
4 3 (0.20%) Control-M
4 3 (0.20%) Prometheus
5 2 (0.13%) Kibana
6 1 (0.067%) Ansible
6 1 (0.067%) CASB
6 1 (0.067%) Kubeflow
Vendors
1 244 (16.46%) Databricks
2 182 (12.28%) Microsoft
3 35 (2.36%) Google
4 28 (1.89%) Oracle
5 18 (1.21%) Salesforce
6 17 (1.15%) Palantir
7 16 (1.08%) Talend
8 15 (1.01%) Informatica
9 12 (0.81%) Foundry
10 11 (0.74%) SAP
11 10 (0.67%) Typelevel
12 7 (0.47%) Cloudera
12 7 (0.47%) OpenAI
13 5 (0.34%) BT
14 4 (0.27%) Confluent
15 3 (0.20%) BMC
15 3 (0.20%) IBM
15 3 (0.20%) Netezza
15 3 (0.20%) Planon
16 2 (0.13%) Splunk