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 12 June 2026.

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

6 months to
12 Jun 2026
Same period 2025 Same period 2024
Rank 92 210 157
Rank change year-on-year +118 -53 +2
Permanent jobs requiring a Data Engineer 1,562 649 1,625
As % of all permanent jobs in England 1.90% 1.65% 1.74%
As % of the Job Titles category 2.02% 1.83% 1.84%
Number of salaries quoted 1,210 504 1,207
10th Percentile £45,000 £49,125 £35,000
25th Percentile £53,750 £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 £96,250 £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 77,507 35,371 88,423
% of permanent jobs with a recognized job title 94.03% 89.95% 94.58%
Number of salaries quoted 54,461 20,505 65,670
10th Percentile £30,000 £29,000 £28,500
25th Percentile £40,000 £40,000 £38,500
Median annual salary (50th Percentile) £57,000 £57,500 £52,500
Median % change year-on-year -0.87% +9.52% -12.98%
75th Percentile £75,000 £77,500 £70,000
90th Percentile £97,500 £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 12 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 12 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 +30 544 £85,000 -5.56% 105
North of England +116 370 £66,750 +11.25% 60
South East +115 240 £60,000 -14.29% 66
North West +112 187 £70,000 +9.59% 32
Midlands +83 177 £65,000 +8.33% 41
West Midlands +74 129 £70,000 +18.64% 33
Yorkshire +28 124 £67,500 +12.50% 15
South West +24 124 £52,500 -4.55% 27
East of England +39 86 £65,000 -1.89% 11
North East +10 59 £62,500 - 13
East Midlands -10 48 £61,250 -5.77% 8
Data Engineer
UK

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

For the 6 months to 12 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.

1 566 (36.24%) Python
2 564 (36.11%) SQL
3 532 (34.06%) Data Pipeline
4 500 (32.01%) Analytics
5 460 (29.45%) Data Engineering
6 423 (27.08%) Azure
7 390 (24.97%) ETL
8 341 (21.83%) Data Modelling
9 330 (21.13%) AWS
10 267 (17.09%) CI/CD
11 264 (16.90%) Data Quality
12 255 (16.33%) Databricks
13 254 (16.26%) AI
14 230 (14.72%) Business Intelligence
15 197 (12.61%) Security Cleared
16 196 (12.55%) Data Warehouse
17 194 (12.42%) Agile
18 192 (12.29%) Decision-Making
18 192 (12.29%) Microsoft
19 158 (10.12%) Data Governance
20 156 (9.99%) Machine Learning
21 153 (9.80%) Azure Data Factory
22 150 (9.60%) DevOps
22 150 (9.60%) Power Platform
23 149 (9.54%) Problem-Solving
24 148 (9.48%) Data Science
25 144 (9.22%) Terraform
26 143 (9.15%) Apache Airflow
26 143 (9.15%) Power BI
26 143 (9.15%) SC Cleared

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
1 143 (9.15%) Apache Airflow
2 82 (5.25%) Apache Spark
3 79 (5.06%) Apache
4 28 (1.79%) SAS
5 9 (0.58%) Palantir Foundry
6 6 (0.38%) Confluence
7 5 (0.32%) Jupyter
8 2 (0.13%) Apache Qpid
8 2 (0.13%) Luigi
8 2 (0.13%) Oracle Application Server
9 1 (0.064%) GeoServer
9 1 (0.064%) SharePoint
Applications
1 12 (0.77%) Microsoft Excel
2 5 (0.32%) Microsoft Office
3 1 (0.064%) Chatbot
3 1 (0.064%) Microsoft PowerPoint
3 1 (0.064%) Spreadsheet
Business Applications
1 2 (0.13%) Dynamics CRM
2 1 (0.064%) FastStats
2 1 (0.064%) NetSuite
2 1 (0.064%) Primavera
2 1 (0.064%) SAP Business One
Cloud Services
1 423 (27.08%) Azure
2 330 (21.13%) AWS
3 153 (9.80%) Azure Data Factory
4 150 (9.60%) Power Platform
5 140 (8.96%) GCP
6 110 (7.04%) Snowflake
7 105 (6.72%) dbt
8 73 (4.67%) Azure Synapse Analytics
9 69 (4.42%) Amazon S3
10 60 (3.84%) Azure DevOps
11 51 (3.27%) Serverless
12 47 (3.01%) SaaS
13 38 (2.43%) AWS Lambda
14 33 (2.11%) GitHub
15 26 (1.66%) Amazon Kinesis
16 20 (1.28%) Dagster
16 20 (1.28%) Fivetran
17 19 (1.22%) GitHub Actions
18 16 (1.02%) Amazon EMR
18 16 (1.02%) Azure Monitor
Communications & Networking
1 30 (1.92%) Broadband
2 24 (1.54%) Structured Cabling
3 16 (1.02%) 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 (0.064%) Kerberos
6 1 (0.064%) LTE
Database & Business Intelligence
1 196 (12.55%) Data Warehouse
2 143 (9.15%) Power BI
3 95 (6.08%) Data Lake
4 83 (5.31%) SQL Server
5 67 (4.29%) BigQuery
6 64 (4.10%) Relational Database
7 63 (4.03%) Amazon Redshift
8 56 (3.59%) Big Data
9 51 (3.27%) Metadata
10 49 (3.14%) NoSQL
11 43 (2.75%) Azure SQL Database
12 37 (2.37%) Spark SQL
13 36 (2.30%) Delta Lake
14 34 (2.18%) SQL Server Integration Services
15 32 (2.05%) PostgreSQL
15 32 (2.05%) Tableau
16 31 (1.98%) Amazon Athena
17 26 (1.66%) SQL Server Reporting Services
18 25 (1.60%) Star Schema
19 21 (1.34%) MongoDB
Development Applications
1 84 (5.38%) Git
2 15 (0.96%) Jenkins
3 9 (0.58%) JIRA
4 6 (0.38%) GitLab
5 5 (0.32%) Visual Studio
6 4 (0.26%) MLflow
7 2 (0.13%) TeamCity
8 1 (0.064%) DBeaver
8 1 (0.064%) Deequ
8 1 (0.064%) LabVIEW
8 1 (0.064%) Oracle APEX
8 1 (0.064%) Robot Framework
8 1 (0.064%) Selenium
8 1 (0.064%) SQL Server Management Studio (SSMS)
8 1 (0.064%) Yeoman
General
1 177 (11.33%) Finance
2 145 (9.28%) Social Skills
3 119 (7.62%) Public Sector
4 114 (7.30%) Analytical Skills
5 38 (2.43%) Law
6 35 (2.24%) Manufacturing
7 34 (2.18%) Telecoms
8 28 (1.79%) Retail
9 27 (1.73%) Marketing
10 26 (1.66%) Inclusion and Diversity
11 17 (1.09%) Banking
12 12 (0.77%) Advertising
13 11 (0.70%) Health Technology
14 10 (0.64%) Automotive
15 9 (0.58%) Organisational Skills
16 8 (0.51%) Documentation Skills
17 7 (0.45%) Military
18 6 (0.38%) Games
19 5 (0.32%) Presentation Skills
20 3 (0.19%) Aviation
Libraries, Frameworks & Software Standards
1 133 (8.51%) PySpark
2 92 (5.89%) Kafka
3 17 (1.09%) REST
4 16 (1.02%) Pandas
5 13 (0.83%) Apache NiFi
5 13 (0.83%) ARM Templates
6 10 (0.64%) gRPC
7 9 (0.58%) JSON
8 7 (0.45%) LangChain
8 7 (0.45%) NumPy
9 5 (0.32%) Great Expectations
9 5 (0.32%) YAML
10 4 (0.26%) Apache Beam
10 4 (0.26%) Node.js
10 4 (0.26%) PyTorch
10 4 (0.26%) RabbitMQ
10 4 (0.26%) React
11 3 (0.19%) Celery
11 3 (0.19%) Streamlit
11 3 (0.19%) TensorFlow
Miscellaneous
1 61 (3.91%) Cloud Native
2 25 (1.60%) Product Ownership
3 20 (1.28%) Data Structures
4 19 (1.22%) Fibre Optics
5 18 (1.15%) Distributed Systems
5 18 (1.15%) Driving Licence
6 14 (0.90%) Greenfield Project
6 14 (0.90%) Legacy Systems
7 13 (0.83%) Distributed Computing
7 13 (0.83%) Video\Live Streaming
8 12 (0.77%) Data Centre
8 12 (0.77%) Over-the-Top Content
9 11 (0.70%) Onboarding
10 10 (0.64%) Marketing Technology
10 10 (0.64%) Sports Betting
11 9 (0.58%) NHS
12 8 (0.51%) AI Agents
12 8 (0.51%) Hedge funds
12 8 (0.51%) Replication
12 8 (0.51%) Self-Motivation
Operating Systems
1 15 (0.96%) Linux
2 3 (0.19%) Windows
3 1 (0.064%) Unix
3 1 (0.064%) Windows Server
Processes & Methodologies
1 532 (34.06%) Data Pipeline
2 500 (32.01%) Analytics
3 460 (29.45%) Data Engineering
4 390 (24.97%) ETL
5 341 (21.83%) Data Modelling
6 267 (17.09%) CI/CD
7 254 (16.26%) AI
8 230 (14.72%) Business Intelligence
9 194 (12.42%) Agile
10 192 (12.29%) Decision-Making
11 158 (10.12%) Data Governance
12 156 (9.99%) Machine Learning
13 150 (9.60%) DevOps
14 149 (9.54%) Problem-Solving
15 148 (9.48%) Data Science
16 133 (8.51%) Data Architecture
17 132 (8.45%) Platform Engineering
18 123 (7.87%) Mentoring
19 95 (6.08%) Infrastructure as Code
20 94 (6.02%) Data Integration
Programming Languages
1 566 (36.24%) Python
2 564 (36.11%) SQL
3 65 (4.16%) Scala
4 50 (3.20%) Java
5 22 (1.41%) Bash
6 14 (0.90%) PowerShell
7 11 (0.70%) Go
7 11 (0.70%) T-SQL
8 10 (0.64%) Data Analysis Expressions
9 9 (0.58%) TypeScript
10 8 (0.51%) C++
10 8 (0.51%) R
11 7 (0.45%) Groovy
12 6 (0.38%) Bicep
13 4 (0.26%) C#
13 4 (0.26%) JavaScript
13 4 (0.26%) PL/SQL
14 3 (0.19%) VBA
15 2 (0.13%) Kusto Query Language
15 2 (0.13%) Rust
Qualifications
1 197 (12.61%) Security Cleared
2 143 (9.15%) SC Cleared
3 69 (4.42%) Degree
4 54 (3.46%) DV Cleared
5 39 (2.50%) Computer Science Degree
6 16 (1.02%) Azure Certification
7 14 (0.90%) Master's Degree
8 8 (0.51%) AWS Certification
8 8 (0.51%) BPSS Clearance
8 8 (0.51%) DBS Check
9 4 (0.26%) AWS Certified Solutions Architect
9 4 (0.26%) Microsoft Certification
10 3 (0.19%) CITP
11 1 (0.064%) AWS Certified DevOps Engineer
11 1 (0.064%) CISM
11 1 (0.064%) CISSP
11 1 (0.064%) City & Guilds
11 1 (0.064%) PhD
11 1 (0.064%) SnowPro
Quality Assurance & Compliance
1 264 (16.90%) Data Quality
2 40 (2.56%) GDPR
3 20 (1.28%) SLA
4 13 (0.83%) QA
5 5 (0.32%) Accessibility
6 3 (0.19%) ISO/IEC 27001
7 2 (0.13%) HIPAA
8 1 (0.064%) NIST
8 1 (0.064%) PCI DSS
8 1 (0.064%) Sarbanes-Oxley
8 1 (0.064%) SOC 2
System Software
1 61 (3.91%) Docker
2 1 (0.064%) Active Directory
Systems Management
1 144 (9.22%) Terraform
2 36 (2.30%) Kubernetes
3 6 (0.38%) Grafana
4 3 (0.19%) Ansible
4 3 (0.19%) Control-M
4 3 (0.19%) Kibana
4 3 (0.19%) Prometheus
5 2 (0.13%) CASB
5 2 (0.13%) Packer
6 1 (0.064%) Kubeflow
Vendors
1 255 (16.33%) Databricks
2 192 (12.29%) Microsoft
3 35 (2.24%) Google
4 23 (1.47%) Oracle
5 18 (1.15%) Salesforce
6 14 (0.90%) Palantir
6 14 (0.90%) Talend
7 13 (0.83%) Informatica
8 11 (0.70%) Foundry
9 10 (0.64%) SAP
9 10 (0.64%) Typelevel
10 7 (0.45%) OpenAI
11 5 (0.32%) BT
11 5 (0.32%) Cloudera
12 3 (0.19%) BMC
12 3 (0.19%) Confluent
12 3 (0.19%) IBM
12 3 (0.19%) Netezza
12 3 (0.19%) Planon
13 2 (0.13%) Intapp