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 4 March 2026.

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

6 months to
4 Mar 2026
Same period 2025 Same period 2024
Rank 139 177 144
Rank change year-on-year +38 -33 +17
Permanent jobs requiring a Data Engineer 946 704 1,479
As % of all permanent jobs in England 1.50% 1.72% 2.13%
As % of the Job Titles category 1.64% 1.89% 2.25%
Number of salaries quoted 704 563 1,087
10th Percentile £46,000 £47,500 £35,000
25th Percentile £55,000 £56,213 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -7.14%
75th Percentile £85,000 £97,500 £85,000
90th Percentile £98,750 £115,000 £97,290
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 57,695 37,266 65,736
% of permanent jobs with a recognized job title 91.64% 90.96% 94.49%
Number of salaries quoted 37,298 20,713 52,190
10th Percentile £29,750 £32,500 £28,750
25th Percentile £38,750 £45,000 £39,250
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -9.84%
75th Percentile £75,000 £80,000 £73,750
90th Percentile £95,000 £100,000 £93,750
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -8.33%

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 4 March 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 4 March 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 +37 410 £80,000 -11.11% 156
North of England +8 141 £65,000 +4.00% 96
Midlands +38 127 £60,000 +9.09% 65
South East -4 121 £60,000 -14.29% 126
West Midlands +61 107 £60,000 +9.09% 46
North West +30 84 £65,000 +6.12% 53
South West +13 68 £65,000 +23.81% 56
East of England +37 57 £65,000 -1.89% 22
Yorkshire -34 46 £65,000 +4.00% 31
East Midlands -31 20 £65,000 +18.18% 18
North East -12 11 £65,000 +4.00% 13
Data Engineer
UK

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

For the 6 months to 4 March 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.

1 464 (49.05%) SQL
2 450 (47.57%) Python
3 394 (41.65%) Data Engineering
4 391 (41.33%) Data Pipeline
5 350 (37.00%) Analytics
6 349 (36.89%) ETL
7 338 (35.73%) Azure
8 256 (27.06%) Data Modelling
9 234 (24.74%) AWS
10 201 (21.25%) Databricks
11 197 (20.82%) CI/CD
12 189 (19.98%) Business Intelligence
13 181 (19.13%) Data Warehouse
14 164 (17.34%) Data Quality
15 155 (16.38%) Agile
16 150 (15.86%) Power Platform
17 147 (15.54%) Power BI
18 146 (15.43%) AI
19 144 (15.22%) Data Science
20 142 (15.01%) Security Cleared
21 136 (14.38%) Data Governance
22 135 (14.27%) Azure Data Factory
23 134 (14.16%) Problem-Solving
24 131 (13.85%) DevOps
25 124 (13.11%) Decision-Making
25 124 (13.11%) Microsoft
26 119 (12.58%) Data Lake
27 113 (11.95%) Machine Learning
28 103 (10.89%) GCP
28 103 (10.89%) Mentoring

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
1 100 (10.57%) Apache Airflow
2 79 (8.35%) Apache Spark
3 61 (6.45%) Apache
4 16 (1.69%) SAS
5 7 (0.74%) Confluence
6 4 (0.42%) Palantir Foundry
7 2 (0.21%) Apache Qpid
7 2 (0.21%) Oracle Application Server
8 1 (0.11%) Apache Solr
8 1 (0.11%) ArcGIS
8 1 (0.11%) GeoServer
8 1 (0.11%) IIS
8 1 (0.11%) Oracle SOA Suite
8 1 (0.11%) SharePoint
Applications
1 9 (0.95%) Microsoft Excel
1 9 (0.95%) Microsoft Office
2 2 (0.21%) Chatbot
2 2 (0.21%) Microsoft PowerPoint
3 1 (0.11%) Notion
3 1 (0.11%) Spreadsheet
Business Applications
1 1 (0.11%) NetSuite
1 1 (0.11%) Oracle BPM
1 1 (0.11%) Primavera
1 1 (0.11%) SAP ERP
1 1 (0.11%) SimCorp Dimension
Cloud Services
1 338 (35.73%) Azure
2 234 (24.74%) AWS
3 150 (15.86%) Power Platform
4 135 (14.27%) Azure Data Factory
5 103 (10.89%) GCP
6 89 (9.41%) Snowflake
7 82 (8.67%) dbt
8 79 (8.35%) Azure Synapse Analytics
9 62 (6.55%) Amazon S3
10 54 (5.71%) Azure DevOps
11 42 (4.44%) Serverless
12 38 (4.02%) AWS Lambda
13 30 (3.17%) SaaS
14 28 (2.96%) GitHub
15 25 (2.64%) Amazon Kinesis
16 19 (2.01%) AWS Step Functions
16 19 (2.01%) Fivetran
17 16 (1.69%) Amazon EMR
18 14 (1.48%) Dagster
18 14 (1.48%) Microsoft Purview
Communications & Networking
1 46 (4.86%) Structured Cabling
2 40 (4.23%) Wi-Fi
3 20 (2.11%) Broadband
4 5 (0.53%) DSLAM
5 4 (0.42%) Kerberos
6 1 (0.11%) 4G
6 1 (0.11%) 5G
6 1 (0.11%) LTE
6 1 (0.11%) Software-Defined Radio
6 1 (0.11%) Wireless
Database & Business Intelligence
1 181 (19.13%) Data Warehouse
2 147 (15.54%) Power BI
3 119 (12.58%) Data Lake
4 84 (8.88%) SQL Server
5 61 (6.45%) Amazon Redshift
6 59 (6.24%) Metadata
7 47 (4.97%) Azure SQL Database
8 44 (4.65%) Big Data
9 40 (4.23%) Delta Lake
10 39 (4.12%) SQL Server Integration Services
11 38 (4.02%) Relational Database
12 35 (3.70%) BigQuery
13 32 (3.38%) SQL Server Reporting Services
13 32 (3.38%) Tableau
14 29 (3.07%) NoSQL
14 29 (3.07%) PostgreSQL
15 27 (2.85%) MySQL
16 26 (2.75%) Apache Iceberg
17 25 (2.64%) Amazon Athena
18 21 (2.22%) Hadoop
Development Applications
1 64 (6.77%) Git
2 8 (0.85%) JIRA
2 8 (0.85%) MLflow
3 7 (0.74%) Jenkins
4 6 (0.63%) GitLab
5 4 (0.42%) LabVIEW
6 2 (0.21%) Deequ
6 2 (0.21%) TeamCity
6 2 (0.21%) Visual Studio
7 1 (0.11%) Bitbucket
7 1 (0.11%) DBeaver
7 1 (0.11%) Oracle APEX
7 1 (0.11%) Robot Framework
7 1 (0.11%) Selenium
7 1 (0.11%) SQL Server Management Studio (SSMS)
General
1 175 (18.50%) Finance
2 137 (14.48%) Social Skills
3 85 (8.99%) Analytical Skills
4 64 (6.77%) Public Sector
5 38 (4.02%) Legal
6 30 (3.17%) Law
7 29 (3.07%) Manufacturing
7 29 (3.07%) Telecoms
8 20 (2.11%) Marketing
9 19 (2.01%) Inclusion and Diversity
10 18 (1.90%) Banking
10 18 (1.90%) Retail
11 11 (1.16%) Automotive
11 11 (1.16%) Documentation Skills
12 8 (0.85%) Financial Institution
12 8 (0.85%) Influencing Skills
12 8 (0.85%) Organisational Skills
13 7 (0.74%) Aerospace
13 7 (0.74%) Military
14 6 (0.63%) Front Office
Libraries, Frameworks & Software Standards
1 92 (9.73%) PySpark
2 65 (6.87%) Kafka
3 17 (1.80%) LangChain
4 15 (1.59%) Pandas
5 13 (1.37%) PyTorch
6 12 (1.27%) TensorFlow
7 9 (0.95%) JSON
7 9 (0.95%) REST
8 8 (0.85%) HTML
8 8 (0.85%) XML
9 7 (0.74%) Apache NiFi
10 6 (0.63%) gRPC
10 6 (0.63%) NumPy
11 5 (0.53%) boto
11 5 (0.53%) pytest
11 5 (0.53%) scikit-learn
11 5 (0.53%) Spark Streaming
11 5 (0.53%) Streamlit
12 4 (0.42%) OAuth
12 4 (0.42%) Snowpark
Miscellaneous
1 37 (3.91%) Driving Licence
2 30 (3.17%) Cloud Native
2 30 (3.17%) Onboarding
3 21 (2.22%) Distributed Systems
4 20 (2.11%) Greenfield Project
5 19 (2.01%) Fibre Optics
6 15 (1.59%) Data Centre
6 15 (1.59%) Legacy Systems
7 14 (1.48%) Data Structures
8 13 (1.37%) Product Ownership
9 11 (1.16%) AI Agents
9 11 (1.16%) Self-Motivation
10 10 (1.06%) Distributed Computing
11 9 (0.95%) Video\Live Streaming
12 8 (0.85%) Over-the-Top Content
13 7 (0.74%) e-Learning
13 7 (0.74%) Social Media
14 6 (0.63%) Anti-Piracy
14 6 (0.63%) Replication
15 5 (0.53%) Algorithms
Operating Systems
1 13 (1.37%) Linux
2 5 (0.53%) Unix
3 1 (0.11%) Red Hat Enterprise Linux
3 1 (0.11%) Windows
Processes & Methodologies
1 394 (41.65%) Data Engineering
2 391 (41.33%) Data Pipeline
3 350 (37.00%) Analytics
4 349 (36.89%) ETL
5 256 (27.06%) Data Modelling
6 197 (20.82%) CI/CD
7 189 (19.98%) Business Intelligence
8 155 (16.38%) Agile
9 146 (15.43%) AI
10 144 (15.22%) Data Science
11 136 (14.38%) Data Governance
12 134 (14.16%) Problem-Solving
13 131 (13.85%) DevOps
14 124 (13.11%) Decision-Making
15 113 (11.95%) Machine Learning
16 103 (10.89%) Mentoring
17 78 (8.25%) Data Architecture
17 78 (8.25%) Data Integration
18 62 (6.55%) Visualisation
19 59 (6.24%) Migration
Programming Languages
1 464 (49.05%) SQL
2 450 (47.57%) Python
3 54 (5.71%) Scala
4 42 (4.44%) Java
5 29 (3.07%) T-SQL
6 22 (2.33%) Bash
7 18 (1.90%) C#
8 13 (1.37%) Data Analysis Expressions
8 13 (1.37%) PowerShell
9 11 (1.16%) R
10 10 (1.06%) C++
11 9 (0.95%) TypeScript
12 8 (0.85%) JavaScript
13 6 (0.63%) Bicep
13 6 (0.63%) Go
14 5 (0.53%) Groovy
14 5 (0.53%) PHP
15 3 (0.32%) Ruby
16 2 (0.21%) Rust
17 1 (0.11%) Korn
Qualifications
1 142 (15.01%) Security Cleared
2 84 (8.88%) SC Cleared
3 53 (5.60%) Degree
4 25 (2.64%) Computer Science Degree
5 21 (2.22%) DV Cleared
6 14 (1.48%) Azure Certification
7 13 (1.37%) Microsoft Certification
8 11 (1.16%) Master's Degree
9 10 (1.06%) CISSP
10 9 (0.95%) MCSE
10 9 (0.95%) OCP
10 9 (0.95%) Oracle Certification
11 7 (0.74%) BPSS Clearance
11 7 (0.74%) DBS Check
12 6 (0.63%) AWS Certification
13 4 (0.42%) SnowPro
14 3 (0.32%) AWS Certified Solutions Architect
15 2 (0.21%) PhD
16 1 (0.11%) HNC
16 1 (0.11%) HND
Quality Assurance & Compliance
1 164 (17.34%) Data Quality
2 47 (4.97%) GDPR
3 12 (1.27%) SLA
4 11 (1.16%) Accessibility
5 7 (0.74%) ISO/IEC 27001
6 4 (0.42%) QA
7 3 (0.32%) HIPAA
8 1 (0.11%) California Consumer Privacy Act
8 1 (0.11%) NIST
8 1 (0.11%) PCI DSS
8 1 (0.11%) Sarbanes-Oxley
8 1 (0.11%) SOC 2
System Software
1 64 (6.77%) Docker
2 6 (0.63%) HDFS
3 4 (0.42%) Active Directory
4 1 (0.11%) Apache ZooKeeper
Systems Management
1 75 (7.93%) Terraform
2 48 (5.07%) Kubernetes
3 5 (0.53%) Ansible
4 3 (0.32%) Argo
4 3 (0.32%) Control-M
4 3 (0.32%) Grafana
5 1 (0.11%) Ambari
5 1 (0.11%) CASB
5 1 (0.11%) Kubeflow
5 1 (0.11%) Prometheus
5 1 (0.11%) Puppet
5 1 (0.11%) ZABBIX
Vendors
1 201 (21.25%) Databricks
2 124 (13.11%) Microsoft
3 38 (4.02%) Oracle
4 20 (2.11%) Google
5 15 (1.59%) Informatica
6 14 (1.48%) Talend
7 11 (1.16%) Palantir
8 9 (0.95%) OpenAI
9 8 (0.85%) Cloudera
9 8 (0.85%) Dataiku
10 6 (0.63%) Foundry
10 6 (0.63%) SAP
10 6 (0.63%) Typelevel
11 5 (0.53%) BT
11 5 (0.53%) Confluent
11 5 (0.53%) Dell
11 5 (0.53%) Netezza
12 4 (0.42%) IBM
13 3 (0.32%) BMC
13 3 (0.32%) Red Hat