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 23 February 2026.

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

6 months to
23 Feb 2026
Same period 2025 Same period 2024
Rank 149 184 133
Rank change year-on-year +35 -51 +24
Permanent jobs requiring a Data Engineer 907 720 1,475
As % of all permanent jobs in England 1.49% 1.66% 2.20%
As % of the Job Titles category 1.63% 1.82% 2.33%
Number of salaries quoted 675 566 1,096
10th Percentile £46,000 £47,500 £35,000
25th Percentile £55,625 £55,000 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -7.87%
75th Percentile £85,000 £97,500 £85,000
90th Percentile £100,000 £115,000 £97,500
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 55,600 39,498 63,358
% of permanent jobs with a recognized job title 91.43% 91.23% 94.63%
Number of salaries quoted 35,900 21,132 50,551
10th Percentile £29,250 £32,750 £28,750
25th Percentile £38,000 £45,000 £39,750
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -10.57%
75th Percentile £75,000 £80,000 £75,000
90th Percentile £95,000 £100,000 £95,000
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 23 February 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 23 February 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 +36 388 £80,000 -11.11% 158
North of England +14 138 £65,000 +4.00% 88
Midlands +50 128 £60,000 +9.09% 66
South East +3 111 £60,000 -14.29% 112
West Midlands +59 106 £60,000 +9.09% 49
North West +32 80 £65,000 +13.98% 51
South West +11 66 £67,500 +28.57% 36
East of England +39 56 £65,000 -1.89% 12
Yorkshire -22 47 £65,000 +4.00% 31
East Midlands -20 22 £65,000 +15.56% 17
North East -12 11 £65,000 +4.00% 7
Data Engineer
UK

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

For the 6 months to 23 February 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.

1 455 (50.17%) SQL
2 438 (48.29%) Python
3 389 (42.89%) Data Engineering
4 378 (41.68%) Data Pipeline
5 338 (37.27%) ETL
6 333 (36.71%) Analytics
7 324 (35.72%) Azure
8 248 (27.34%) Data Modelling
9 222 (24.48%) AWS
10 196 (21.61%) Databricks
11 187 (20.62%) CI/CD
12 185 (20.40%) Business Intelligence
13 184 (20.29%) Data Warehouse
14 158 (17.42%) Data Quality
15 151 (16.65%) Agile
16 146 (16.10%) Power Platform
17 143 (15.77%) AI
17 143 (15.77%) Power BI
18 142 (15.66%) Data Science
19 140 (15.44%) Security Cleared
20 134 (14.77%) Data Governance
21 131 (14.44%) Problem-Solving
22 129 (14.22%) Azure Data Factory
22 129 (14.22%) DevOps
23 121 (13.34%) Decision-Making
24 119 (13.12%) Data Lake
25 117 (12.90%) Microsoft
26 108 (11.91%) Machine Learning
27 106 (11.69%) Mentoring
28 100 (11.03%) 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 91 (10.03%) Apache Airflow
2 77 (8.49%) Apache Spark
3 58 (6.39%) Apache
4 15 (1.65%) SAS
5 6 (0.66%) Confluence
6 4 (0.44%) Palantir Foundry
7 2 (0.22%) Apache Qpid
7 2 (0.22%) 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 (0.99%) Microsoft Excel
1 9 (0.99%) Microsoft Office
2 2 (0.22%) Chatbot
2 2 (0.22%) 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
1 324 (35.72%) Azure
2 222 (24.48%) AWS
3 146 (16.10%) Power Platform
4 129 (14.22%) Azure Data Factory
5 100 (11.03%) GCP
6 85 (9.37%) Snowflake
7 78 (8.60%) Azure Synapse Analytics
8 76 (8.38%) dbt
9 56 (6.17%) Amazon S3
10 53 (5.84%) Azure DevOps
11 39 (4.30%) Serverless
12 35 (3.86%) AWS Lambda
13 33 (3.64%) SaaS
14 26 (2.87%) GitHub
15 24 (2.65%) Amazon Kinesis
16 19 (2.09%) AWS Step Functions
16 19 (2.09%) Fivetran
17 14 (1.54%) Microsoft Purview
18 13 (1.43%) Dagster
18 13 (1.43%) Matillion
Communications & Networking
1 49 (5.40%) Structured Cabling
2 43 (4.74%) Wi-Fi
3 18 (1.98%) Broadband
4 5 (0.55%) DSLAM
5 3 (0.33%) 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
1 184 (20.29%) Data Warehouse
2 143 (15.77%) Power BI
3 119 (13.12%) Data Lake
4 81 (8.93%) SQL Server
5 57 (6.28%) Metadata
6 54 (5.95%) Amazon Redshift
7 45 (4.96%) Azure SQL Database
8 44 (4.85%) Big Data
9 39 (4.30%) SQL Server Integration Services
10 38 (4.19%) Delta Lake
11 34 (3.75%) BigQuery
12 32 (3.53%) SQL Server Reporting Services
13 31 (3.42%) NoSQL
13 31 (3.42%) Relational Database
14 30 (3.31%) Tableau
15 28 (3.09%) PostgreSQL
16 27 (2.98%) MySQL
17 23 (2.54%) Apache Iceberg
18 22 (2.43%) Amazon Athena
18 22 (2.43%) Hadoop
Development Applications
1 59 (6.50%) Git
2 8 (0.88%) JIRA
2 8 (0.88%) MLflow
3 7 (0.77%) Jenkins
4 5 (0.55%) GitLab
5 4 (0.44%) LabVIEW
6 2 (0.22%) Deequ
6 2 (0.22%) TeamCity
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)
7 1 (0.11%) Visual Studio
General
1 179 (19.74%) Finance
2 139 (15.33%) Social Skills
3 80 (8.82%) Analytical Skills
4 58 (6.39%) Public Sector
5 42 (4.63%) Legal
6 30 (3.31%) Law
7 28 (3.09%) Manufacturing
8 26 (2.87%) Telecoms
9 20 (2.21%) Marketing
10 19 (2.09%) Inclusion and Diversity
11 18 (1.98%) Banking
12 17 (1.87%) Retail
13 11 (1.21%) Automotive
13 11 (1.21%) Documentation Skills
14 9 (0.99%) Financial Institution
14 9 (0.99%) Influencing Skills
15 8 (0.88%) Aerospace
15 8 (0.88%) Organisational Skills
16 7 (0.77%) Military
17 6 (0.66%) Front Office
Libraries, Frameworks & Software Standards
1 87 (9.59%) PySpark
2 62 (6.84%) Kafka
3 17 (1.87%) LangChain
4 14 (1.54%) Pandas
5 13 (1.43%) PyTorch
6 12 (1.32%) TensorFlow
7 8 (0.88%) HTML
7 8 (0.88%) JSON
7 8 (0.88%) REST
7 8 (0.88%) XML
8 7 (0.77%) Apache NiFi
9 6 (0.66%) boto
9 6 (0.66%) NumPy
9 6 (0.66%) Spark Streaming
10 5 (0.55%) pytest
10 5 (0.55%) scikit-learn
10 5 (0.55%) Streamlit
11 4 (0.44%) gRPC
11 4 (0.44%) Node.js
11 4 (0.44%) Snowpark
Miscellaneous
1 40 (4.41%) Driving Licence
2 33 (3.64%) Onboarding
3 28 (3.09%) Cloud Native
4 21 (2.32%) Greenfield Project
5 19 (2.09%) Distributed Systems
5 19 (2.09%) Fibre Optics
6 16 (1.76%) Legacy Systems
7 15 (1.65%) Data Centre
7 15 (1.65%) Data Structures
8 14 (1.54%) Product Ownership
9 11 (1.21%) AI Agents
9 11 (1.21%) Self-Motivation
10 10 (1.10%) Distributed Computing
11 8 (0.88%) e-Learning
12 7 (0.77%) Social Media
12 7 (0.77%) Video\Live Streaming
13 6 (0.66%) Anti-Piracy
13 6 (0.66%) Over-the-Top Content
14 5 (0.55%) Algorithms
14 5 (0.55%) Replication
Operating Systems
1 12 (1.32%) Linux
2 4 (0.44%) Unix
3 1 (0.11%) Red Hat Enterprise Linux
3 1 (0.11%) Windows
Processes & Methodologies
1 389 (42.89%) Data Engineering
2 378 (41.68%) Data Pipeline
3 338 (37.27%) ETL
4 333 (36.71%) Analytics
5 248 (27.34%) Data Modelling
6 187 (20.62%) CI/CD
7 185 (20.40%) Business Intelligence
8 151 (16.65%) Agile
9 143 (15.77%) AI
10 142 (15.66%) Data Science
11 134 (14.77%) Data Governance
12 131 (14.44%) Problem-Solving
13 129 (14.22%) DevOps
14 121 (13.34%) Decision-Making
15 108 (11.91%) Machine Learning
16 106 (11.69%) Mentoring
17 78 (8.60%) Data Integration
18 71 (7.83%) Data Architecture
19 62 (6.84%) Visualisation
20 57 (6.28%) Migration
Programming Languages
1 455 (50.17%) SQL
2 438 (48.29%) Python
3 54 (5.95%) Scala
4 43 (4.74%) Java
5 30 (3.31%) T-SQL
6 21 (2.32%) Bash
7 18 (1.98%) C#
8 14 (1.54%) Data Analysis Expressions
9 13 (1.43%) PowerShell
10 12 (1.32%) R
11 10 (1.10%) C++
12 9 (0.99%) TypeScript
13 8 (0.88%) JavaScript
14 5 (0.55%) Bicep
14 5 (0.55%) Groovy
14 5 (0.55%) PHP
15 4 (0.44%) Go
16 3 (0.33%) Ruby
17 2 (0.22%) PL/SQL
17 2 (0.22%) Rust
Qualifications
1 140 (15.44%) Security Cleared
2 79 (8.71%) SC Cleared
3 52 (5.73%) Degree
4 23 (2.54%) Computer Science Degree
5 21 (2.32%) DV Cleared
6 14 (1.54%) Microsoft Certification
7 13 (1.43%) Azure Certification
8 11 (1.21%) CISSP
8 11 (1.21%) Master's Degree
9 10 (1.10%) MCSE
9 10 (1.10%) OCP
9 10 (1.10%) Oracle Certification
10 7 (0.77%) BPSS Clearance
10 7 (0.77%) DBS Check
11 6 (0.66%) AWS Certification
12 4 (0.44%) SnowPro
13 3 (0.33%) AWS Certified Solutions Architect
14 2 (0.22%) PhD
15 1 (0.11%) HNC
15 1 (0.11%) HND
Quality Assurance & Compliance
1 158 (17.42%) Data Quality
2 43 (4.74%) GDPR
3 11 (1.21%) Accessibility
3 11 (1.21%) SLA
4 7 (0.77%) ISO/IEC 27001
5 3 (0.33%) HIPAA
5 3 (0.33%) QA
6 1 (0.11%) California Consumer Privacy Act
6 1 (0.11%) NIST
6 1 (0.11%) PCI DSS
6 1 (0.11%) Sarbanes-Oxley
6 1 (0.11%) SOC 2
System Software
1 61 (6.73%) Docker
2 7 (0.77%) HDFS
3 3 (0.33%) Active Directory
4 1 (0.11%) Apache ZooKeeper
Systems Management
1 67 (7.39%) Terraform
2 48 (5.29%) Kubernetes
3 4 (0.44%) Ansible
4 3 (0.33%) Argo
4 3 (0.33%) Control-M
4 3 (0.33%) 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
1 196 (21.61%) Databricks
2 117 (12.90%) Microsoft
3 35 (3.86%) Oracle
4 20 (2.21%) Google
5 15 (1.65%) Informatica
6 14 (1.54%) Talend
7 11 (1.21%) Palantir
8 9 (0.99%) OpenAI
9 8 (0.88%) Cloudera
9 8 (0.88%) Dataiku
10 6 (0.66%) Foundry
10 6 (0.66%) SAP
11 5 (0.55%) BT
11 5 (0.55%) Confluent
11 5 (0.55%) Netezza
12 4 (0.44%) Dell
12 4 (0.44%) IBM
12 4 (0.44%) Typelevel
13 3 (0.33%) BMC
13 3 (0.33%) Red Hat