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 18 June 2026.

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

6 months to
18 Jun 2026
Same period 2025 Same period 2024
Rank 90 212 157
Rank change year-on-year +122 -55 +5
Permanent jobs requiring a Data Engineer 1,579 639 1,662
As % of all permanent jobs in England 1.89% 1.61% 1.75%
As % of the Job Titles category 2.01% 1.79% 1.84%
Number of salaries quoted 1,219 496 1,236
10th Percentile £45,000 £48,125 £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 78,395 35,712 90,083
% of permanent jobs with a recognized job title 94.07% 90.05% 94.63%
Number of salaries quoted 55,154 20,740 66,741
10th Percentile £30,000 £29,000 £28,500
25th Percentile £40,000 £40,000 £38,500
Median annual salary (50th Percentile) £57,239 £57,500 £52,500
Median % change year-on-year -0.45% +9.52% -12.86%
75th Percentile £75,000 £77,500 £70,000
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 18 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 18 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 +28 550 £85,000 -5.56% 98
North of England +117 382 £67,500 +12.50% 65
South East +128 241 £60,000 -14.29% 76
North West +109 196 £70,000 +13.02% 39
Midlands +79 177 £65,000 +8.33% 46
West Midlands +80 128 £70,000 +20.17% 25
Yorkshire +30 124 £67,500 +12.50% 13
South West +22 123 £52,500 -4.55% 27
East of England +41 84 £62,500 -5.66% 12
North East +5 62 £62,500 - 13
East Midlands -2 49 £60,000 -7.69% 21
Data Engineer
UK

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

For the 6 months to 18 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.

1 569 (36.04%) SQL
2 567 (35.91%) Python
3 523 (33.12%) Data Pipeline
4 496 (31.41%) Analytics
5 458 (29.01%) Data Engineering
6 423 (26.79%) Azure
7 382 (24.19%) ETL
8 340 (21.53%) Data Modelling
9 330 (20.90%) AWS
10 271 (17.16%) CI/CD
11 266 (16.85%) AI
12 258 (16.34%) Data Quality
12 258 (16.34%) Databricks
13 236 (14.95%) Business Intelligence
14 201 (12.73%) Data Warehouse
15 199 (12.60%) Microsoft
15 199 (12.60%) Security Cleared
16 192 (12.16%) Decision-Making
17 187 (11.84%) Agile
18 162 (10.26%) Data Governance
19 159 (10.07%) Machine Learning
20 158 (10.01%) Power Platform
21 155 (9.82%) Problem-Solving
22 152 (9.63%) Azure Data Factory
23 151 (9.56%) Power BI
24 146 (9.25%) Data Science
25 145 (9.18%) DevOps
25 145 (9.18%) SC Cleared
26 144 (9.12%) Apache Airflow
27 142 (8.99%) 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
1 144 (9.12%) Apache Airflow
2 83 (5.26%) Apache Spark
3 79 (5.00%) Apache
4 28 (1.77%) SAS
5 9 (0.57%) 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 (0.063%) GeoServer
8 1 (0.063%) SharePoint
Applications
1 12 (0.76%) Microsoft Excel
2 5 (0.32%) Microsoft Office
3 1 (0.063%) Chatbot
3 1 (0.063%) Microsoft PowerPoint
3 1 (0.063%) Spreadsheet
Business Applications
1 3 (0.19%) Dynamics CRM
2 1 (0.063%) FastStats
2 1 (0.063%) Primavera
2 1 (0.063%) SAP Business One
Cloud Services
1 423 (26.79%) Azure
2 330 (20.90%) AWS
3 158 (10.01%) Power Platform
4 152 (9.63%) Azure Data Factory
5 142 (8.99%) GCP
6 109 (6.90%) Snowflake
7 108 (6.84%) dbt
8 72 (4.56%) Azure Synapse Analytics
9 61 (3.86%) Azure DevOps
10 60 (3.80%) Amazon S3
11 50 (3.17%) Serverless
12 47 (2.98%) SaaS
13 37 (2.34%) AWS Lambda
14 31 (1.96%) GitHub
15 26 (1.65%) Amazon Kinesis
16 21 (1.33%) Fivetran
17 20 (1.27%) Dagster
18 18 (1.14%) GitHub Actions
19 16 (1.01%) Amazon EMR
20 15 (0.95%) Azure Monitor
Communications & Networking
1 31 (1.96%) Broadband
2 23 (1.46%) Structured Cabling
3 14 (0.89%) 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 (0.063%) Kerberos
6 1 (0.063%) LTE
Database & Business Intelligence
1 201 (12.73%) Data Warehouse
2 151 (9.56%) Power BI
3 93 (5.89%) Data Lake
4 86 (5.45%) SQL Server
5 66 (4.18%) BigQuery
6 64 (4.05%) Relational Database
7 63 (3.99%) Amazon Redshift
8 57 (3.61%) Big Data
9 49 (3.10%) NoSQL
10 45 (2.85%) Metadata
11 44 (2.79%) Azure SQL Database
12 37 (2.34%) Spark SQL
13 36 (2.28%) SQL Server Integration Services
14 33 (2.09%) Tableau
15 32 (2.03%) Delta Lake
15 32 (2.03%) PostgreSQL
16 31 (1.96%) Amazon Athena
17 26 (1.65%) SQL Server Reporting Services
18 25 (1.58%) Star Schema
19 22 (1.39%) Semantic Layer
Development Applications
1 86 (5.45%) Git
2 15 (0.95%) Jenkins
3 9 (0.57%) JIRA
4 6 (0.38%) GitLab
5 5 (0.32%) Visual Studio
6 4 (0.25%) MLflow
7 2 (0.13%) TeamCity
8 1 (0.063%) DBeaver
8 1 (0.063%) Deequ
8 1 (0.063%) ERwin
8 1 (0.063%) LabVIEW
8 1 (0.063%) Oracle APEX
8 1 (0.063%) Robot Framework
8 1 (0.063%) Selenium
8 1 (0.063%) SQL Server Management Studio (SSMS)
8 1 (0.063%) VSS/SourceSafe
8 1 (0.063%) Yeoman
General
1 176 (11.15%) Finance
2 152 (9.63%) Social Skills
3 119 (7.54%) Analytical Skills
4 114 (7.22%) Public Sector
5 38 (2.41%) Law
6 32 (2.03%) Manufacturing
6 32 (2.03%) Telecoms
7 28 (1.77%) Marketing
8 27 (1.71%) Inclusion and Diversity
9 26 (1.65%) Retail
10 18 (1.14%) Banking
11 12 (0.76%) Advertising
12 11 (0.70%) Health Technology
13 10 (0.63%) Automotive
14 8 (0.51%) Documentation Skills
15 7 (0.44%) Military
16 6 (0.38%) Games
16 6 (0.38%) Organisational Skills
17 5 (0.32%) Presentation Skills
18 3 (0.19%) Aviation
Libraries, Frameworks & Software Standards
1 122 (7.73%) PySpark
2 93 (5.89%) Kafka
3 17 (1.08%) REST
4 16 (1.01%) Pandas
5 13 (0.82%) ARM Templates
6 12 (0.76%) Apache NiFi
7 10 (0.63%) gRPC
8 9 (0.57%) JSON
9 7 (0.44%) LangChain
10 6 (0.38%) NumPy
11 5 (0.32%) Great Expectations
11 5 (0.32%) Node.js
11 5 (0.32%) YAML
12 4 (0.25%) Apache Beam
12 4 (0.25%) EDI
12 4 (0.25%) PyTorch
12 4 (0.25%) RabbitMQ
12 4 (0.25%) React
13 3 (0.19%) Celery
13 3 (0.19%) TensorFlow
Miscellaneous
1 65 (4.12%) Cloud Native
2 25 (1.58%) Product Ownership
3 20 (1.27%) Data Structures
4 18 (1.14%) Driving Licence
5 17 (1.08%) Distributed Systems
5 17 (1.08%) Fibre Optics
6 14 (0.89%) Greenfield Project
7 13 (0.82%) Distributed Computing
7 13 (0.82%) Video\Live Streaming
8 12 (0.76%) Legacy Systems
8 12 (0.76%) Over-the-Top Content
9 11 (0.70%) Onboarding
10 10 (0.63%) Data Centre
10 10 (0.63%) Marketing Technology
10 10 (0.63%) Sports Betting
11 9 (0.57%) AI Agents
11 9 (0.57%) NHS
12 8 (0.51%) Hedge funds
12 8 (0.51%) Self-Motivation
13 7 (0.44%) Replication
Operating Systems
1 15 (0.95%) Linux
2 3 (0.19%) Windows
3 1 (0.063%) Unix
3 1 (0.063%) Windows Server
Processes & Methodologies
1 523 (33.12%) Data Pipeline
2 496 (31.41%) Analytics
3 458 (29.01%) Data Engineering
4 382 (24.19%) ETL
5 340 (21.53%) Data Modelling
6 271 (17.16%) CI/CD
7 266 (16.85%) AI
8 236 (14.95%) Business Intelligence
9 192 (12.16%) Decision-Making
10 187 (11.84%) Agile
11 162 (10.26%) Data Governance
12 159 (10.07%) Machine Learning
13 155 (9.82%) Problem-Solving
14 146 (9.25%) Data Science
15 145 (9.18%) DevOps
16 136 (8.61%) Data Architecture
17 131 (8.30%) Platform Engineering
18 122 (7.73%) Mentoring
19 94 (5.95%) Infrastructure as Code
20 93 (5.89%) Data Integration
Programming Languages
1 569 (36.04%) SQL
2 567 (35.91%) Python
3 59 (3.74%) Scala
4 49 (3.10%) Java
5 23 (1.46%) Bash
6 16 (1.01%) PowerShell
7 12 (0.76%) T-SQL
8 11 (0.70%) Go
9 10 (0.63%) Data Analysis Expressions
10 9 (0.57%) C++
10 9 (0.57%) TypeScript
11 8 (0.51%) R
12 6 (0.38%) Bicep
12 6 (0.38%) Groovy
13 5 (0.32%) C#
13 5 (0.32%) JavaScript
14 4 (0.25%) PL/SQL
15 3 (0.19%) VBA
16 2 (0.13%) Kusto Query Language
16 2 (0.13%) Rust
Qualifications
1 199 (12.60%) Security Cleared
2 145 (9.18%) SC Cleared
3 69 (4.37%) Degree
4 58 (3.67%) DV Cleared
5 37 (2.34%) Computer Science Degree
6 17 (1.08%) 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 (0.25%) AWS Certified Solutions Architect
9 4 (0.25%) Microsoft Certification
10 3 (0.19%) CITP
11 1 (0.063%) AWS Certified DevOps Engineer
11 1 (0.063%) CISM
11 1 (0.063%) CISSP
11 1 (0.063%) City & Guilds
11 1 (0.063%) PhD
11 1 (0.063%) SnowPro
Quality Assurance & Compliance
1 258 (16.34%) Data Quality
2 41 (2.60%) GDPR
3 20 (1.27%) SLA
4 13 (0.82%) QA
5 6 (0.38%) Accessibility
6 2 (0.13%) ISO/IEC 27001
7 1 (0.063%) HIPAA
7 1 (0.063%) PCI DSS
7 1 (0.063%) SOC 2
System Software
1 62 (3.93%) Docker
2 1 (0.063%) Active Directory
Systems Management
1 140 (8.87%) Terraform
2 36 (2.28%) 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%) Packer
6 1 (0.063%) Kubeflow
Vendors
1 258 (16.34%) Databricks
2 199 (12.60%) Microsoft
3 35 (2.22%) Google
4 23 (1.46%) Oracle
5 18 (1.14%) Salesforce
6 14 (0.89%) Palantir
7 12 (0.76%) Informatica
8 11 (0.70%) Foundry
8 11 (0.70%) Talend
9 10 (0.63%) Typelevel
10 9 (0.57%) SAP
11 8 (0.51%) 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%) Alteryx
14 2 (0.13%) Intapp
14 2 (0.13%) Splunk