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 28 May 2026.

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

6 months to
28 May 2026
Same period 2025 Same period 2024
Rank 101 203 156
Rank change year-on-year +102 -47 -10
Permanent jobs requiring a Data Engineer 1,496 632 1,530
As % of all permanent jobs in England 1.80% 1.66% 1.77%
As % of the Job Titles category 1.93% 1.85% 1.87%
Number of salaries quoted 1,158 504 1,116
10th Percentile £45,000 £49,125 £33,000
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 £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 77,673 34,176 81,965
% of permanent jobs with a recognized job title 93.39% 89.62% 94.60%
Number of salaries quoted 52,865 19,635 62,091
10th Percentile £30,000 £29,750 £28,500
25th Percentile £40,000 £40,870 £38,000
Median annual salary (50th Percentile) £55,000 £57,500 £52,500
Median % change year-on-year -4.35% +9.52% -13.65%
75th Percentile £75,000 £77,500 £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 28 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 28 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 +23 544 £85,000 -5.56% 129
North of England +95 327 £67,500 +12.50% 78
South East +116 236 £59,000 -15.71% 72
North West +89 169 £70,000 +9.59% 30
Midlands +66 165 £65,000 +8.33% 38
West Midlands +59 126 £67,500 +12.50% 25
South West +18 116 £50,000 -9.09% 31
Yorkshire +9 116 £67,500 +12.50% 25
East of England +32 88 £65,000 -1.89% 5
North East -10 42 £62,500 -5.66% 24
East Midlands -12 39 £51,250 -6.82% 13
Data Engineer
UK

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

For the 6 months to 28 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.

1 550 (36.76%) Python
2 548 (36.63%) SQL
3 518 (34.63%) Data Pipeline
4 500 (33.42%) Analytics
5 447 (29.88%) Data Engineering
6 414 (27.67%) Azure
7 397 (26.54%) ETL
8 335 (22.39%) Data Modelling
9 305 (20.39%) AWS
10 265 (17.71%) CI/CD
11 245 (16.38%) Data Quality
11 245 (16.38%) Databricks
12 240 (16.04%) AI
13 221 (14.77%) Business Intelligence
14 193 (12.90%) Data Warehouse
15 187 (12.50%) Agile
16 186 (12.43%) Microsoft
17 185 (12.37%) Decision-Making
18 170 (11.36%) Security Cleared
19 162 (10.83%) Azure Data Factory
20 157 (10.49%) Data Governance
21 152 (10.16%) Machine Learning
22 151 (10.09%) Data Science
23 150 (10.03%) DevOps
24 146 (9.76%) Power Platform
25 140 (9.36%) Power BI
26 138 (9.22%) Problem-Solving
27 133 (8.89%) PySpark
27 133 (8.89%) Terraform
28 132 (8.82%) Apache Airflow

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 (8.82%) Apache Airflow
2 71 (4.75%) Apache Spark
3 70 (4.68%) Apache
4 22 (1.47%) SAS
5 10 (0.67%) Palantir Foundry
6 7 (0.47%) Confluence
7 4 (0.27%) 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 6 (0.40%) Microsoft Office
3 2 (0.13%) Chatbot
4 1 (0.067%) Microsoft PowerPoint
4 1 (0.067%) Spreadsheet
Business Applications
1 2 (0.13%) Dynamics CRM
2 1 (0.067%) FastStats
2 1 (0.067%) NetSuite
2 1 (0.067%) Primavera
Cloud Services
1 414 (27.67%) Azure
2 305 (20.39%) AWS
3 162 (10.83%) Azure Data Factory
4 146 (9.76%) Power Platform
5 130 (8.69%) GCP
6 110 (7.35%) Snowflake
7 99 (6.62%) dbt
8 82 (5.48%) Azure Synapse Analytics
9 69 (4.61%) Amazon S3
10 60 (4.01%) Azure DevOps
11 49 (3.28%) Serverless
12 43 (2.87%) SaaS
13 36 (2.41%) AWS Lambda
14 33 (2.21%) GitHub
15 26 (1.74%) Amazon Kinesis
16 20 (1.34%) Fivetran
17 19 (1.27%) Azure Monitor
18 18 (1.20%) Dagster
18 18 (1.20%) GitHub Actions
19 16 (1.07%) Amazon EMR
Communications & Networking
1 29 (1.94%) Broadband
2 23 (1.54%) Structured Cabling
3 16 (1.07%) Wi-Fi
4 5 (0.33%) DSLAM
4 5 (0.33%) 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
1 193 (12.90%) Data Warehouse
2 140 (9.36%) Power BI
3 103 (6.89%) Data Lake
4 81 (5.41%) SQL Server
5 65 (4.34%) Relational Database
6 64 (4.28%) BigQuery
7 62 (4.14%) Amazon Redshift
8 54 (3.61%) Metadata
9 52 (3.48%) Big Data
10 45 (3.01%) NoSQL
11 44 (2.94%) Azure SQL Database
12 38 (2.54%) Spark SQL
13 37 (2.47%) SQL Server Integration Services
14 35 (2.34%) Delta Lake
15 30 (2.01%) PostgreSQL
16 29 (1.94%) Tableau
17 28 (1.87%) Amazon Athena
17 28 (1.87%) SQL Server Reporting Services
18 24 (1.60%) Star Schema
19 23 (1.54%) Apache Iceberg
Development Applications
1 82 (5.48%) Git
2 10 (0.67%) Jenkins
3 9 (0.60%) JIRA
4 5 (0.33%) MLflow
4 5 (0.33%) 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
1 185 (12.37%) Finance
2 137 (9.16%) Social Skills
3 115 (7.69%) Analytical Skills
4 106 (7.09%) Public Sector
5 35 (2.34%) Law
5 35 (2.34%) Manufacturing
6 33 (2.21%) Telecoms
7 28 (1.87%) Retail
8 27 (1.80%) Marketing
9 25 (1.67%) Inclusion and Diversity
10 18 (1.20%) Banking
11 12 (0.80%) Advertising
12 11 (0.74%) Health Technology
13 10 (0.67%) Automotive
13 10 (0.67%) Organisational Skills
14 8 (0.53%) Documentation Skills
15 7 (0.47%) Military
16 4 (0.27%) Presentation Skills
17 3 (0.20%) Aviation
17 3 (0.20%) Digital Health
Libraries, Frameworks & Software Standards
1 133 (8.89%) PySpark
2 87 (5.82%) Kafka
3 17 (1.14%) Pandas
4 16 (1.07%) REST
5 14 (0.94%) ARM Templates
6 12 (0.80%) Apache NiFi
7 10 (0.67%) gRPC
8 9 (0.60%) LangChain
9 8 (0.53%) JSON
10 7 (0.47%) NumPy
11 6 (0.40%) PyTorch
12 5 (0.33%) Great Expectations
12 5 (0.33%) TensorFlow
13 4 (0.27%) .NET
13 4 (0.27%) Apache Beam
13 4 (0.27%) RabbitMQ
13 4 (0.27%) React
13 4 (0.27%) YAML
14 3 (0.20%) SOAP
14 3 (0.20%) Streamlit
Miscellaneous
1 58 (3.88%) Cloud Native
2 26 (1.74%) Product Ownership
3 19 (1.27%) Fibre Optics
4 18 (1.20%) Distributed Systems
5 17 (1.14%) Driving Licence
6 15 (1.00%) Greenfield Project
7 13 (0.87%) Data Structures
7 13 (0.87%) Legacy Systems
7 13 (0.87%) Video\Live Streaming
8 12 (0.80%) Data Centre
8 12 (0.80%) Over-the-Top Content
9 11 (0.74%) Onboarding
10 10 (0.67%) Distributed Computing
10 10 (0.67%) Marketing Technology
10 10 (0.67%) Self-Motivation
11 9 (0.60%) AI Agents
12 8 (0.53%) NHS
12 8 (0.53%) Replication
13 7 (0.47%) Enterprise Cloud
13 7 (0.47%) Hedge funds
Operating Systems
1 12 (0.80%) Linux
2 1 (0.067%) Unix
2 1 (0.067%) Windows
2 1 (0.067%) Windows Server
Processes & Methodologies
1 518 (34.63%) Data Pipeline
2 500 (33.42%) Analytics
3 447 (29.88%) Data Engineering
4 397 (26.54%) ETL
5 335 (22.39%) Data Modelling
6 265 (17.71%) CI/CD
7 240 (16.04%) AI
8 221 (14.77%) Business Intelligence
9 187 (12.50%) Agile
10 185 (12.37%) Decision-Making
11 157 (10.49%) Data Governance
12 152 (10.16%) Machine Learning
13 151 (10.09%) Data Science
14 150 (10.03%) DevOps
15 138 (9.22%) Problem-Solving
16 129 (8.62%) Platform Engineering
17 127 (8.49%) Data Architecture
18 120 (8.02%) Mentoring
19 91 (6.08%) Data Integration
20 88 (5.88%) Infrastructure as Code
Programming Languages
1 550 (36.76%) Python
2 548 (36.63%) SQL
3 63 (4.21%) Scala
4 49 (3.28%) Java
5 23 (1.54%) Bash
6 13 (0.87%) PowerShell
7 12 (0.80%) T-SQL
8 11 (0.74%) Go
9 9 (0.60%) Data Analysis Expressions
9 9 (0.60%) R
9 9 (0.60%) TypeScript
10 7 (0.47%) C++
11 6 (0.40%) C#
11 6 (0.40%) Groovy
12 5 (0.33%) Bicep
13 4 (0.27%) JavaScript
13 4 (0.27%) PL/SQL
14 2 (0.13%) Kusto Query Language
14 2 (0.13%) Rust
14 2 (0.13%) VBA
Qualifications
1 170 (11.36%) Security Cleared
2 123 (8.22%) SC Cleared
3 70 (4.68%) Degree
4 45 (3.01%) DV Cleared
5 40 (2.67%) Computer Science Degree
6 16 (1.07%) Azure Certification
7 14 (0.94%) Master's Degree
8 8 (0.53%) BPSS Clearance
8 8 (0.53%) 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
1 245 (16.38%) Data Quality
2 42 (2.81%) GDPR
3 20 (1.34%) SLA
4 13 (0.87%) 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 59 (3.94%) Docker
2 1 (0.067%) Active Directory
Systems Management
1 133 (8.89%) Terraform
2 35 (2.34%) Kubernetes
3 6 (0.40%) Grafana
4 3 (0.20%) Control-M
4 3 (0.20%) Kibana
4 3 (0.20%) Prometheus
5 1 (0.067%) Ansible
5 1 (0.067%) CASB
5 1 (0.067%) Kubeflow
Vendors
1 245 (16.38%) Databricks
2 186 (12.43%) Microsoft
3 36 (2.41%) Google
4 23 (1.54%) Oracle
5 18 (1.20%) Salesforce
6 15 (1.00%) Palantir
7 14 (0.94%) Talend
8 13 (0.87%) Informatica
9 12 (0.80%) Foundry
10 10 (0.67%) SAP
10 10 (0.67%) Typelevel
11 7 (0.47%) OpenAI
12 5 (0.33%) BT
12 5 (0.33%) Cloudera
13 3 (0.20%) BMC
13 3 (0.20%) Confluent
13 3 (0.20%) IBM
13 3 (0.20%) Netezza
13 3 (0.20%) Planon
14 2 (0.13%) Intapp