Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £68,000 per year, according to job vacancies posted during the 6 months leading to 6 April 2026.

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

6 months to
6 Apr 2026
Same period 2025 Same period 2024
Rank 127 169 147
Rank change year-on-year +42 -22 +12
Permanent jobs requiring a Data Engineer 1,137 685 1,587
As % of all permanent jobs in England 1.57% 1.87% 2.01%
As % of the Job Titles category 1.70% 2.08% 2.13%
Number of salaries quoted 874 553 1,118
10th Percentile £46,250 £47,500 £33,375
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £68,000 £70,000 £65,000
Median % change year-on-year -2.86% +7.69% -10.34%
75th Percentile £85,000 £98,750 £83,750
90th Percentile £97,500 £115,000 £96,539
UK median annual salary £68,500 £70,000 £65,000
% change year-on-year -2.14% +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 66,961 32,899 74,672
% of permanent jobs with a recognized job title 92.32% 89.80% 94.38%
Number of salaries quoted 44,022 21,259 58,070
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £42,500 £38,572
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -8.72%
75th Percentile £75,000 £80,000 £72,500
90th Percentile £95,000 £100,000 £91,250
UK median annual salary £55,000 £60,000 £54,500
% change year-on-year -8.33% +10.09% -9.17%

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 6 April 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 6 April 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 +27 460 £80,000 -13.51% 158
North of England +16 190 £70,000 +12.00% 87
South East +24 169 £56,250 -19.64% 91
Midlands +34 141 £62,500 +13.64% 59
West Midlands +62 119 £62,500 +13.64% 45
North West +27 100 £68,750 +5.77% 56
South West -3 81 £57,500 +4.55% 38
East of England +22 72 £65,000 +1.56% 17
Yorkshire -32 72 £72,500 +20.83% 19
East Midlands -47 22 £63,750 +21.43% 14
North East -15 18 £70,000 -3.45% 13
Data Engineer
UK

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

For the 6 months to 6 April 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.

1 509 (44.77%) SQL
2 493 (43.36%) Python
3 446 (39.23%) Data Pipeline
4 429 (37.73%) Data Engineering
5 423 (37.20%) Analytics
6 387 (34.04%) Azure
6 387 (34.04%) ETL
7 298 (26.21%) Data Modelling
8 256 (22.52%) AWS
9 241 (21.20%) Databricks
10 229 (20.14%) CI/CD
11 202 (17.77%) Business Intelligence
12 191 (16.80%) Data Quality
13 185 (16.27%) Data Warehouse
14 178 (15.66%) AI
15 172 (15.13%) Agile
16 159 (13.98%) Azure Data Factory
17 151 (13.28%) Microsoft
18 149 (13.10%) Data Science
19 147 (12.93%) Decision-Making
19 147 (12.93%) Power Platform
20 145 (12.75%) Data Governance
21 143 (12.58%) Power BI
22 142 (12.49%) DevOps
22 142 (12.49%) Problem-Solving
23 141 (12.40%) Security Cleared
24 130 (11.43%) Machine Learning
25 116 (10.20%) Apache Airflow
26 115 (10.11%) Data Lake
27 111 (9.76%) Data Architecture

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
1 116 (10.20%) Apache Airflow
2 68 (5.98%) Apache Spark
3 63 (5.54%) Apache
4 16 (1.41%) SAS
5 8 (0.70%) Confluence
5 8 (0.70%) Palantir Foundry
6 2 (0.18%) Apache Qpid
6 2 (0.18%) Oracle Application Server
7 1 (0.088%) Apache Solr
7 1 (0.088%) GeoServer
7 1 (0.088%) IIS
7 1 (0.088%) Oracle SOA Suite
7 1 (0.088%) SharePoint
Applications
1 7 (0.62%) Microsoft Excel
2 5 (0.44%) Microsoft Office
3 2 (0.18%) Chatbot
4 1 (0.088%) Microsoft PowerPoint
4 1 (0.088%) Notion
Business Applications
1 1 (0.088%) NetSuite
1 1 (0.088%) Oracle BPM
1 1 (0.088%) Primavera
1 1 (0.088%) SimCorp Dimension
Cloud Services
1 387 (34.04%) Azure
2 256 (22.52%) AWS
3 159 (13.98%) Azure Data Factory
4 147 (12.93%) Power Platform
5 110 (9.67%) GCP
6 92 (8.09%) Snowflake
7 89 (7.83%) Azure Synapse Analytics
7 89 (7.83%) dbt
8 62 (5.45%) Amazon S3
9 52 (4.57%) Azure DevOps
10 39 (3.43%) Serverless
11 35 (3.08%) SaaS
12 32 (2.81%) AWS Lambda
13 31 (2.73%) GitHub
14 24 (2.11%) Amazon Kinesis
15 18 (1.58%) Dagster
16 17 (1.50%) Fivetran
16 17 (1.50%) Microsoft Purview
17 15 (1.32%) AWS Step Functions
18 14 (1.23%) Amazon EMR
Communications & Networking
1 27 (2.37%) Broadband
2 26 (2.29%) Structured Cabling
3 19 (1.67%) Wi-Fi
4 5 (0.44%) DSLAM
5 3 (0.26%) Software-Defined Radio
6 2 (0.18%) Internet
6 2 (0.18%) Kerberos
7 1 (0.088%) 4G
7 1 (0.088%) 5G
7 1 (0.088%) LTE
7 1 (0.088%) Wireless
Database & Business Intelligence
1 185 (16.27%) Data Warehouse
2 143 (12.58%) Power BI
3 115 (10.11%) Data Lake
4 84 (7.39%) SQL Server
5 60 (5.28%) Amazon Redshift
6 55 (4.84%) Metadata
6 55 (4.84%) Relational Database
7 46 (4.05%) Azure SQL Database
8 41 (3.61%) BigQuery
9 40 (3.52%) SQL Server Integration Services
10 39 (3.43%) Big Data
10 39 (3.43%) Delta Lake
11 36 (3.17%) NoSQL
11 36 (3.17%) SQL Server Reporting Services
12 34 (2.99%) PostgreSQL
13 31 (2.73%) MySQL
14 30 (2.64%) Tableau
15 25 (2.20%) Amazon Athena
16 23 (2.02%) Apache Iceberg
16 23 (2.02%) MongoDB
Development Applications
1 71 (6.24%) Git
2 10 (0.88%) JIRA
3 8 (0.70%) MLflow
4 7 (0.62%) Jenkins
5 4 (0.35%) GitLab
5 4 (0.35%) LabVIEW
6 3 (0.26%) Visual Studio
7 2 (0.18%) TeamCity
8 1 (0.088%) Bitbucket
8 1 (0.088%) DBeaver
8 1 (0.088%) Deequ
8 1 (0.088%) Oracle APEX
8 1 (0.088%) Robot Framework
8 1 (0.088%) Selenium
8 1 (0.088%) SQL Server Management Studio (SSMS)
General
1 189 (16.62%) Finance
2 128 (11.26%) Social Skills
3 101 (8.88%) Analytical Skills
4 82 (7.21%) Public Sector
5 33 (2.90%) Manufacturing
6 31 (2.73%) Law
7 29 (2.55%) Telecoms
8 19 (1.67%) Inclusion and Diversity
8 19 (1.67%) Retail
9 18 (1.58%) Banking
9 18 (1.58%) Marketing
10 15 (1.32%) Legal
11 12 (1.06%) Documentation Skills
12 11 (0.97%) Automotive
13 10 (0.88%) Organisational Skills
14 9 (0.79%) Military
15 8 (0.70%) Advertising
16 7 (0.62%) Aerospace
17 6 (0.53%) Financial Institution
18 4 (0.35%) Influencing Skills
Libraries, Frameworks & Software Standards
1 111 (9.76%) PySpark
2 76 (6.68%) Kafka
3 19 (1.67%) Pandas
4 16 (1.41%) LangChain
5 12 (1.06%) PyTorch
6 11 (0.97%) TensorFlow
7 10 (0.88%) gRPC
8 9 (0.79%) Apache NiFi
8 9 (0.79%) JSON
8 9 (0.79%) REST
9 8 (0.70%) HTML
10 7 (0.62%) NumPy
11 6 (0.53%) ARM Templates
11 6 (0.53%) XML
12 5 (0.44%) .NET
12 5 (0.44%) scikit-learn
12 5 (0.44%) Streamlit
13 4 (0.35%) Node.js
13 4 (0.35%) pytest
13 4 (0.35%) RabbitMQ
Miscellaneous
1 39 (3.43%) Cloud Native
2 24 (2.11%) Distributed Systems
3 20 (1.76%) Driving Licence
4 19 (1.67%) Product Ownership
5 17 (1.50%) Fibre Optics
6 14 (1.23%) Legacy Systems
7 13 (1.14%) Data Structures
7 13 (1.14%) Greenfield Project
7 13 (1.14%) Video\Live Streaming
8 12 (1.06%) Data Centre
8 12 (1.06%) Over-the-Top Content
9 11 (0.97%) AI Agents
9 11 (0.97%) Distributed Computing
9 11 (0.97%) Onboarding
9 11 (0.97%) Self-Motivation
10 8 (0.70%) Management Information System
10 8 (0.70%) Replication
11 7 (0.62%) Enterprise Cloud
11 7 (0.62%) Social Media
12 6 (0.53%) Anti-Piracy
Operating Systems
1 13 (1.14%) Linux
2 3 (0.26%) Unix
3 2 (0.18%) Windows
4 1 (0.088%) Red Hat Enterprise Linux
4 1 (0.088%) Windows Server
Processes & Methodologies
1 446 (39.23%) Data Pipeline
2 429 (37.73%) Data Engineering
3 423 (37.20%) Analytics
4 387 (34.04%) ETL
5 298 (26.21%) Data Modelling
6 229 (20.14%) CI/CD
7 202 (17.77%) Business Intelligence
8 178 (15.66%) AI
9 172 (15.13%) Agile
10 149 (13.10%) Data Science
11 147 (12.93%) Decision-Making
12 145 (12.75%) Data Governance
13 142 (12.49%) DevOps
13 142 (12.49%) Problem-Solving
14 130 (11.43%) Machine Learning
15 111 (9.76%) Data Architecture
16 92 (8.09%) Mentoring
17 85 (7.48%) Data Integration
18 74 (6.51%) Platform Engineering
19 64 (5.63%) Infrastructure as Code
Programming Languages
1 509 (44.77%) SQL
2 493 (43.36%) Python
3 54 (4.75%) Scala
4 38 (3.34%) Java
5 22 (1.93%) Bash
6 20 (1.76%) T-SQL
7 13 (1.14%) C#
7 13 (1.14%) PowerShell
8 12 (1.06%) Data Analysis Expressions
9 11 (0.97%) Go
10 9 (0.79%) R
10 9 (0.79%) TypeScript
11 8 (0.70%) C++
11 8 (0.70%) JavaScript
12 6 (0.53%) Bicep
12 6 (0.53%) Groovy
13 5 (0.44%) PHP
14 3 (0.26%) Ruby
15 2 (0.18%) Rust
16 1 (0.088%) Korn
Qualifications
1 141 (12.40%) Security Cleared
2 86 (7.56%) SC Cleared
3 62 (5.45%) Degree
4 36 (3.17%) Computer Science Degree
5 32 (2.81%) DV Cleared
6 13 (1.14%) Master's Degree
7 11 (0.97%) Azure Certification
8 9 (0.79%) BPSS Clearance
9 7 (0.62%) DBS Check
10 6 (0.53%) AWS Certification
11 4 (0.35%) AWS Certified Solutions Architect
11 4 (0.35%) CISSP
11 4 (0.35%) Microsoft Certification
12 3 (0.26%) CITP
12 3 (0.26%) MCSE
12 3 (0.26%) OCP
12 3 (0.26%) Oracle Certification
13 1 (0.088%) AWS Certified DevOps Engineer
13 1 (0.088%) CISM
13 1 (0.088%) PhD
Quality Assurance & Compliance
1 191 (16.80%) Data Quality
2 42 (3.69%) GDPR
3 20 (1.76%) SLA
4 11 (0.97%) Accessibility
5 6 (0.53%) ISO/IEC 27001
6 5 (0.44%) QA
7 3 (0.26%) HIPAA
8 1 (0.088%) California Consumer Privacy Act
8 1 (0.088%) NIST
8 1 (0.088%) PCI DSS
8 1 (0.088%) Sarbanes-Oxley
8 1 (0.088%) SOC 2
System Software
1 62 (5.45%) Docker
2 3 (0.26%) HDFS
3 2 (0.18%) Active Directory
4 1 (0.088%) Apache ZooKeeper
Systems Management
1 98 (8.62%) Terraform
2 47 (4.13%) Kubernetes
3 4 (0.35%) Grafana
4 3 (0.26%) Ansible
4 3 (0.26%) Argo
4 3 (0.26%) Control-M
5 2 (0.18%) Prometheus
6 1 (0.088%) Ambari
6 1 (0.088%) CASB
6 1 (0.088%) Kubeflow
6 1 (0.088%) Puppet
6 1 (0.088%) ZABBIX
Vendors
1 241 (21.20%) Databricks
2 151 (13.28%) Microsoft
3 35 (3.08%) Oracle
4 23 (2.02%) Google
5 18 (1.58%) Talend
6 17 (1.50%) Informatica
7 16 (1.41%) Palantir
8 11 (0.97%) Foundry
9 10 (0.88%) Typelevel
10 9 (0.79%) OpenAI
11 8 (0.70%) Cloudera
12 5 (0.44%) BT
12 5 (0.44%) Confluent
12 5 (0.44%) Netezza
13 4 (0.35%) Dataiku
13 4 (0.35%) IBM
13 4 (0.35%) SAP
14 3 (0.26%) BMC
14 3 (0.26%) Red Hat
14 3 (0.26%) Salesforce