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 26 February 2026.

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

6 months to
26 Feb 2026
Same period 2025 Same period 2024
Rank 149 187 133
Rank change year-on-year +38 -54 +29
Permanent jobs requiring a Data Engineer 915 724 1,449
As % of all permanent jobs in England 1.49% 1.69% 2.18%
As % of the Job Titles category 1.63% 1.85% 2.31%
Number of salaries quoted 681 572 1,069
10th Percentile £46,000 £47,500 £35,000
25th Percentile £55,000 £55,000 £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 £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 56,218 39,052 62,857
% of permanent jobs with a recognized job title 91.45% 91.19% 94.59%
Number of salaries quoted 36,340 21,134 50,106
10th Percentile £29,500 £32,750 £28,823
25th Percentile £38,500 £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 26 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 26 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 +37 396 £80,000 -11.11% 96
North of England +12 137 £65,000 +4.00% 67
Midlands +53 126 £60,000 +9.09% 43
South East -2 112 £60,000 -14.29% 44
West Midlands +63 104 £60,000 +9.09% 31
North West +19 79 £65,000 +13.98% 38
South West +15 66 £67,500 +25.58% 26
East of England +37 57 £65,000 -1.89% 7
Yorkshire -40 47 £65,000 +4.00% 23
East Midlands -19 22 £65,000 +15.56% 12
North East 0 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 26 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.

1 458 (50.05%) SQL
2 444 (48.52%) Python
3 392 (42.84%) Data Engineering
4 385 (42.08%) Data Pipeline
5 341 (37.27%) ETL
6 335 (36.61%) Analytics
7 331 (36.17%) Azure
8 252 (27.54%) Data Modelling
9 227 (24.81%) AWS
10 199 (21.75%) Databricks
11 192 (20.98%) CI/CD
12 185 (20.22%) Business Intelligence
13 183 (20.00%) Data Warehouse
14 161 (17.60%) Data Quality
15 153 (16.72%) Agile
16 147 (16.07%) Power Platform
17 145 (15.85%) AI
18 144 (15.74%) Data Science
18 144 (15.74%) Power BI
19 142 (15.52%) Security Cleared
20 137 (14.97%) Data Governance
21 135 (14.75%) Problem-Solving
22 131 (14.32%) Azure Data Factory
23 130 (14.21%) DevOps
24 123 (13.44%) Decision-Making
25 120 (13.11%) Microsoft
26 118 (12.90%) Data Lake
27 112 (12.24%) Machine Learning
28 104 (11.37%) Mentoring
29 102 (11.15%) 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 95 (10.38%) Apache Airflow
2 79 (8.63%) Apache Spark
3 61 (6.67%) Apache
4 15 (1.64%) SAS
5 7 (0.77%) 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 (0.98%) Microsoft Excel
1 9 (0.98%) 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
1 331 (36.17%) Azure
2 227 (24.81%) AWS
3 147 (16.07%) Power Platform
4 131 (14.32%) Azure Data Factory
5 102 (11.15%) GCP
6 86 (9.40%) Snowflake
7 79 (8.63%) Azure Synapse Analytics
8 77 (8.42%) dbt
9 58 (6.34%) Amazon S3
10 53 (5.79%) Azure DevOps
11 42 (4.59%) Serverless
12 38 (4.15%) AWS Lambda
13 31 (3.39%) SaaS
14 27 (2.95%) GitHub
15 25 (2.73%) Amazon Kinesis
16 20 (2.19%) AWS Step Functions
17 19 (2.08%) Fivetran
18 14 (1.53%) Amazon EMR
18 14 (1.53%) Microsoft Purview
19 13 (1.42%) Dagster
Communications & Networking
1 49 (5.36%) Structured Cabling
2 43 (4.70%) Wi-Fi
3 20 (2.19%) Broadband
4 5 (0.55%) DSLAM
5 4 (0.44%) 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
1 183 (20.00%) Data Warehouse
2 144 (15.74%) Power BI
3 118 (12.90%) Data Lake
4 84 (9.18%) SQL Server
5 58 (6.34%) Amazon Redshift
5 58 (6.34%) Metadata
6 46 (5.03%) Azure SQL Database
7 45 (4.92%) Big Data
8 39 (4.26%) SQL Server Integration Services
9 38 (4.15%) Delta Lake
10 34 (3.72%) BigQuery
10 34 (3.72%) Relational Database
11 31 (3.39%) NoSQL
11 31 (3.39%) SQL Server Reporting Services
11 31 (3.39%) Tableau
12 29 (3.17%) PostgreSQL
13 27 (2.95%) MySQL
14 23 (2.51%) Apache Iceberg
14 23 (2.51%) Hadoop
15 22 (2.40%) Amazon Athena
Development Applications
1 61 (6.67%) Git
2 9 (0.98%) JIRA
3 8 (0.87%) MLflow
4 7 (0.77%) Jenkins
5 6 (0.66%) GitLab
6 4 (0.44%) LabVIEW
7 2 (0.22%) Deequ
7 2 (0.22%) TeamCity
7 2 (0.22%) Visual Studio
8 1 (0.11%) Bitbucket
8 1 (0.11%) DBeaver
8 1 (0.11%) Oracle APEX
8 1 (0.11%) Robot Framework
8 1 (0.11%) Selenium
8 1 (0.11%) SQL Server Management Studio (SSMS)
General
1 176 (19.23%) Finance
2 137 (14.97%) Social Skills
3 84 (9.18%) Analytical Skills
4 60 (6.56%) Public Sector
5 41 (4.48%) Legal
6 31 (3.39%) Law
7 27 (2.95%) Manufacturing
8 26 (2.84%) Telecoms
9 20 (2.19%) Marketing
10 19 (2.08%) Inclusion and Diversity
11 18 (1.97%) Banking
12 17 (1.86%) Retail
13 11 (1.20%) Automotive
13 11 (1.20%) Documentation Skills
14 9 (0.98%) Financial Institution
14 9 (0.98%) Influencing Skills
15 8 (0.87%) Aerospace
15 8 (0.87%) Organisational Skills
16 7 (0.77%) Military
17 6 (0.66%) Front Office
Libraries, Frameworks & Software Standards
1 89 (9.73%) PySpark
2 63 (6.89%) Kafka
3 17 (1.86%) LangChain
4 15 (1.64%) Pandas
5 13 (1.42%) PyTorch
6 12 (1.31%) TensorFlow
7 8 (0.87%) HTML
7 8 (0.87%) JSON
7 8 (0.87%) REST
7 8 (0.87%) XML
8 7 (0.77%) Apache NiFi
9 6 (0.66%) boto
9 6 (0.66%) gRPC
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%) OAuth
11 4 (0.44%) Snowpark
Miscellaneous
1 40 (4.37%) Driving Licence
2 33 (3.61%) Onboarding
3 28 (3.06%) Cloud Native
4 22 (2.40%) Distributed Systems
5 21 (2.30%) Greenfield Project
6 19 (2.08%) Fibre Optics
7 15 (1.64%) Data Centre
7 15 (1.64%) Data Structures
7 15 (1.64%) Legacy Systems
8 14 (1.53%) Product Ownership
9 11 (1.20%) AI Agents
9 11 (1.20%) Self-Motivation
10 10 (1.09%) Distributed Computing
11 9 (0.98%) Video\Live Streaming
12 8 (0.87%) e-Learning
12 8 (0.87%) Over-the-Top Content
13 7 (0.77%) Social Media
14 6 (0.66%) Anti-Piracy
14 6 (0.66%) Replication
15 5 (0.55%) Algorithms
Operating Systems
1 13 (1.42%) Linux
2 5 (0.55%) Unix
3 1 (0.11%) Red Hat Enterprise Linux
3 1 (0.11%) Windows
Processes & Methodologies
1 392 (42.84%) Data Engineering
2 385 (42.08%) Data Pipeline
3 341 (37.27%) ETL
4 335 (36.61%) Analytics
5 252 (27.54%) Data Modelling
6 192 (20.98%) CI/CD
7 185 (20.22%) Business Intelligence
8 153 (16.72%) Agile
9 145 (15.85%) AI
10 144 (15.74%) Data Science
11 137 (14.97%) Data Governance
12 135 (14.75%) Problem-Solving
13 130 (14.21%) DevOps
14 123 (13.44%) Decision-Making
15 112 (12.24%) Machine Learning
16 104 (11.37%) Mentoring
17 78 (8.52%) Data Integration
18 75 (8.20%) Data Architecture
19 63 (6.89%) Visualisation
20 56 (6.12%) Migration
Programming Languages
1 458 (50.05%) SQL
2 444 (48.52%) Python
3 55 (6.01%) Scala
4 43 (4.70%) Java
5 29 (3.17%) T-SQL
6 22 (2.40%) Bash
7 18 (1.97%) C#
8 13 (1.42%) Data Analysis Expressions
8 13 (1.42%) PowerShell
9 12 (1.31%) R
10 10 (1.09%) C++
11 9 (0.98%) TypeScript
12 8 (0.87%) JavaScript
13 6 (0.66%) Go
14 5 (0.55%) Bicep
14 5 (0.55%) Groovy
14 5 (0.55%) PHP
15 3 (0.33%) Ruby
16 2 (0.22%) PL/SQL
16 2 (0.22%) Rust
Qualifications
1 142 (15.52%) Security Cleared
2 81 (8.85%) SC Cleared
3 54 (5.90%) Degree
4 24 (2.62%) Computer Science Degree
5 21 (2.30%) DV Cleared
6 14 (1.53%) Microsoft Certification
7 13 (1.42%) Azure Certification
8 11 (1.20%) CISSP
8 11 (1.20%) Master's Degree
9 10 (1.09%) MCSE
9 10 (1.09%) OCP
9 10 (1.09%) 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
1 161 (17.60%) Data Quality
2 47 (5.14%) GDPR
3 11 (1.20%) Accessibility
3 11 (1.20%) 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 63 (6.89%) Docker
2 7 (0.77%) HDFS
3 4 (0.44%) Active Directory
4 1 (0.11%) Apache ZooKeeper
Systems Management
1 69 (7.54%) Terraform
2 48 (5.25%) Kubernetes
3 5 (0.55%) 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
1 199 (21.75%) Databricks
2 120 (13.11%) Microsoft
3 38 (4.15%) Oracle
4 20 (2.19%) Google
5 15 (1.64%) Informatica
6 14 (1.53%) Talend
7 11 (1.20%) Palantir
8 9 (0.98%) OpenAI
9 8 (0.87%) Cloudera
9 8 (0.87%) Dataiku
10 6 (0.66%) Foundry
10 6 (0.66%) SAP
10 6 (0.66%) Typelevel
11 5 (0.55%) BT
11 5 (0.55%) Confluent
11 5 (0.55%) Dell
11 5 (0.55%) Netezza
12 4 (0.44%) IBM
13 3 (0.33%) BMC
13 3 (0.33%) Red Hat