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 14 June 2026.

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

6 months to
14 Jun 2026
Same period 2025 Same period 2024
Rank 93 206 157
Rank change year-on-year +113 -49 +2
Permanent jobs requiring a Data Engineer 1,565 649 1,647
As % of all permanent jobs in England 1.89% 1.64% 1.75%
As % of the Job Titles category 2.01% 1.83% 1.85%
Number of salaries quoted 1,209 507 1,224
10th Percentile £45,000 £47,500 £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 77,803 35,497 89,090
% of permanent jobs with a recognized job title 94.04% 89.90% 94.59%
Number of salaries quoted 54,705 20,597 65,984
10th Percentile £30,000 £29,000 £28,500
25th Percentile £40,000 £40,000 £38,341
Median annual salary (50th Percentile) £57,000 £57,500 £52,500
Median % change year-on-year -0.87% +9.52% -13.32%
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 14 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 14 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 +28 544 £85,000 -5.56% 116
North of England +108 372 £66,750 +11.25% 68
South East +121 240 £60,000 -14.29% 72
North West +90 190 £70,000 +9.59% 34
Midlands +80 178 £65,000 +9.24% 44
West Midlands +74 130 £70,000 +20.17% 31
South West +29 125 £52,500 -4.55% 30
Yorkshire +19 123 £67,500 +12.50% 18
East of England +37 84 £65,000 -1.89% 12
North East +5 59 £62,500 - 16
East Midlands -3 48 £61,250 -5.77% 13
Data Engineer
UK

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

For the 6 months to 14 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.

1 563 (35.97%) Python
2 562 (35.91%) SQL
3 528 (33.74%) Data Pipeline
4 499 (31.88%) Analytics
5 459 (29.33%) Data Engineering
6 422 (26.96%) Azure
7 387 (24.73%) ETL
8 341 (21.79%) Data Modelling
9 328 (20.96%) AWS
10 267 (17.06%) CI/CD
11 261 (16.68%) Data Quality
12 258 (16.49%) AI
13 253 (16.17%) Databricks
14 231 (14.76%) Business Intelligence
15 199 (12.72%) Security Cleared
16 197 (12.59%) Data Warehouse
17 194 (12.40%) Microsoft
18 192 (12.27%) Agile
18 192 (12.27%) Decision-Making
19 158 (10.10%) Data Governance
20 157 (10.03%) Machine Learning
21 152 (9.71%) Azure Data Factory
22 151 (9.65%) Power Platform
22 151 (9.65%) Problem-Solving
23 149 (9.52%) Data Science
24 148 (9.46%) DevOps
25 145 (9.27%) SC Cleared
26 144 (9.20%) Power BI
27 143 (9.14%) Apache Airflow
27 143 (9.14%) 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
1 143 (9.14%) Apache Airflow
2 83 (5.30%) Apache Spark
3 79 (5.05%) Apache
4 28 (1.79%) SAS
5 9 (0.58%) Palantir Foundry
6 5 (0.32%) Confluence
6 5 (0.32%) Jupyter
7 2 (0.13%) Apache Qpid
7 2 (0.13%) Luigi
7 2 (0.13%) Oracle Application Server
8 1 (0.064%) GeoServer
8 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 3 (0.19%) 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
1 422 (26.96%) Azure
2 328 (20.96%) AWS
3 152 (9.71%) Azure Data Factory
4 151 (9.65%) Power Platform
5 140 (8.95%) GCP
6 110 (7.03%) Snowflake
7 105 (6.71%) dbt
8 73 (4.66%) Azure Synapse Analytics
9 66 (4.22%) Amazon S3
10 61 (3.90%) Azure DevOps
11 49 (3.13%) Serverless
12 46 (2.94%) SaaS
13 37 (2.36%) 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 (1.21%) GitHub Actions
18 16 (1.02%) Amazon EMR
18 16 (1.02%) Azure Monitor
Communications & Networking
1 30 (1.92%) Broadband
2 25 (1.60%) 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
1 197 (12.59%) Data Warehouse
2 144 (9.20%) Power BI
3 94 (6.01%) Data Lake
4 84 (5.37%) SQL Server
5 67 (4.28%) BigQuery
6 63 (4.03%) Relational Database
7 62 (3.96%) Amazon Redshift
8 56 (3.58%) Big Data
9 50 (3.19%) NoSQL
10 49 (3.13%) Metadata
11 44 (2.81%) Azure SQL Database
12 38 (2.43%) Spark SQL
13 35 (2.24%) Delta Lake
14 34 (2.17%) SQL Server Integration Services
15 33 (2.11%) Tableau
16 32 (2.04%) PostgreSQL
17 31 (1.98%) Amazon Athena
18 26 (1.66%) SQL Server Reporting Services
19 25 (1.60%) Star Schema
20 21 (1.34%) MongoDB
Development Applications
1 85 (5.43%) Git
2 15 (0.96%) Jenkins
3 8 (0.51%) 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
1 176 (11.25%) Finance
2 147 (9.39%) Social Skills
3 117 (7.48%) Analytical Skills
3 117 (7.48%) Public Sector
4 38 (2.43%) Law
5 34 (2.17%) Manufacturing
5 34 (2.17%) Telecoms
6 29 (1.85%) Marketing
7 27 (1.73%) Inclusion and Diversity
7 27 (1.73%) Retail
8 18 (1.15%) Banking
9 12 (0.77%) Advertising
10 11 (0.70%) Health Technology
11 10 (0.64%) Automotive
12 8 (0.51%) Documentation Skills
12 8 (0.51%) Organisational Skills
13 7 (0.45%) Military
14 6 (0.38%) Games
15 5 (0.32%) Presentation Skills
16 3 (0.19%) Aviation
Libraries, Frameworks & Software Standards
1 129 (8.24%) PySpark
2 93 (5.94%) Kafka
3 17 (1.09%) REST
4 15 (0.96%) 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
9 6 (0.38%) NumPy
10 5 (0.32%) Great Expectations
10 5 (0.32%) YAML
11 4 (0.26%) Apache Beam
11 4 (0.26%) EDI
11 4 (0.26%) Node.js
11 4 (0.26%) PyTorch
11 4 (0.26%) RabbitMQ
11 4 (0.26%) React
12 3 (0.19%) Celery
12 3 (0.19%) TensorFlow
Miscellaneous
1 61 (3.90%) Cloud Native
2 25 (1.60%) Product Ownership
3 20 (1.28%) Data Structures
4 19 (1.21%) Fibre Optics
5 18 (1.15%) Distributed Systems
5 18 (1.15%) Driving Licence
6 14 (0.89%) Greenfield Project
7 13 (0.83%) Distributed Computing
7 13 (0.83%) Legacy Systems
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%) Replication
12 8 (0.51%) Self-Motivation
13 7 (0.45%) Hedge funds
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
1 528 (33.74%) Data Pipeline
2 499 (31.88%) Analytics
3 459 (29.33%) Data Engineering
4 387 (24.73%) ETL
5 341 (21.79%) Data Modelling
6 267 (17.06%) CI/CD
7 258 (16.49%) AI
8 231 (14.76%) Business Intelligence
9 192 (12.27%) Agile
9 192 (12.27%) Decision-Making
10 158 (10.10%) Data Governance
11 157 (10.03%) Machine Learning
12 151 (9.65%) Problem-Solving
13 149 (9.52%) Data Science
14 148 (9.46%) DevOps
15 134 (8.56%) Data Architecture
16 131 (8.37%) Platform Engineering
17 123 (7.86%) Mentoring
18 95 (6.07%) Infrastructure as Code
19 94 (6.01%) Data Integration
Programming Languages
1 563 (35.97%) Python
2 562 (35.91%) SQL
3 63 (4.03%) Scala
4 50 (3.19%) Java
5 23 (1.47%) Bash
6 14 (0.89%) 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 5 (0.32%) JavaScript
14 4 (0.26%) C#
14 4 (0.26%) PL/SQL
15 3 (0.19%) VBA
16 2 (0.13%) Kusto Query Language
16 2 (0.13%) Rust
Qualifications
1 199 (12.72%) Security Cleared
2 145 (9.27%) SC Cleared
3 67 (4.28%) Degree
4 55 (3.51%) DV Cleared
5 37 (2.36%) Computer Science Degree
6 17 (1.09%) Azure Certification
7 14 (0.89%) 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
1 261 (16.68%) Data Quality
2 40 (2.56%) GDPR
3 20 (1.28%) SLA
4 14 (0.89%) QA
5 6 (0.38%) 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 (3.90%) Docker
2 1 (0.064%) Active Directory
Systems Management
1 143 (9.14%) Terraform
2 36 (2.30%) Kubernetes
3 6 (0.38%) Grafana
4 3 (0.19%) Ansible
4 3 (0.19%) Kibana
4 3 (0.19%) Prometheus
5 2 (0.13%) CASB
5 2 (0.13%) Control-M
5 2 (0.13%) Packer
6 1 (0.064%) Kubeflow
Vendors
1 253 (16.17%) Databricks
2 194 (12.40%) Microsoft
3 35 (2.24%) Google
4 23 (1.47%) Oracle
5 18 (1.15%) Salesforce
6 14 (0.89%) Palantir
7 13 (0.83%) Informatica
7 13 (0.83%) Talend
8 11 (0.70%) Foundry
9 10 (0.64%) Typelevel
10 9 (0.58%) SAP
11 7 (0.45%) OpenAI
12 5 (0.32%) BT
12 5 (0.32%) Cloudera
13 3 (0.19%) Confluent
13 3 (0.19%) Netezza
13 3 (0.19%) Planon
14 2 (0.13%) BMC
14 2 (0.13%) IBM
14 2 (0.13%) Intapp