Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £67,500 per year, according to job vacancies posted during the 6 months leading to 29 March 2026.

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

6 months to
29 Mar 2026
Same period 2025 Same period 2024
Rank 130 165 144
Rank change year-on-year +35 -21 +16
Permanent jobs requiring a Data Engineer 1,084 700 1,582
As % of all permanent jobs in England 1.56% 1.90% 2.03%
As % of the Job Titles category 1.69% 2.12% 2.15%
Number of salaries quoted 829 564 1,118
10th Percentile £45,574 £47,500 £34,559
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -9.77%
75th Percentile £85,000 £98,543 £83,625
90th Percentile £96,500 £115,000 £96,827
UK median annual salary £68,958 £70,000 £65,000
% change year-on-year -1.49% +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 64,000 33,086 73,548
% of permanent jobs with a recognized job title 92.10% 89.97% 94.39%
Number of salaries quoted 42,045 21,264 57,443
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £43,419 £38,734
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -9.19%
75th Percentile £75,000 £80,000 £72,500
90th Percentile £95,000 £100,000 £92,500
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 29 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 29 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 +19 449 £80,000 -12.33% 158
North of England +10 168 £66,750 +6.80% 87
South East +19 161 £55,000 -21.43% 91
Midlands +39 138 £60,000 +9.09% 59
West Midlands +53 116 £60,000 +9.09% 45
North West +20 88 £65,000 +0.87% 56
South West -3 74 £70,000 +27.27% 38
East of England +24 70 £65,000 -1.89% 17
Yorkshire -34 65 £71,250 +18.75% 19
East Midlands -40 22 £63,750 +21.43% 14
North East -14 15 £67,500 -6.90% 13
Data Engineer
UK

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

For the 6 months to 29 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.

1 503 (46.40%) SQL
2 486 (44.83%) Python
3 435 (40.13%) Data Pipeline
4 415 (38.28%) Data Engineering
5 405 (37.36%) Analytics
6 375 (34.59%) Azure
6 375 (34.59%) ETL
7 289 (26.66%) Data Modelling
8 249 (22.97%) AWS
9 232 (21.40%) Databricks
10 226 (20.85%) CI/CD
11 200 (18.45%) Business Intelligence
12 184 (16.97%) Data Warehouse
13 182 (16.79%) Data Quality
14 171 (15.77%) AI
15 167 (15.41%) Agile
16 151 (13.93%) Azure Data Factory
17 150 (13.84%) Microsoft
18 149 (13.75%) Data Science
19 147 (13.56%) Power Platform
20 145 (13.38%) Decision-Making
20 145 (13.38%) Power BI
21 144 (13.28%) Security Cleared
22 143 (13.19%) Data Governance
23 140 (12.92%) Problem-Solving
24 139 (12.82%) DevOps
25 129 (11.90%) Machine Learning
26 114 (10.52%) Apache Airflow
27 113 (10.42%) Data Lake
28 105 (9.69%) 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
1 114 (10.52%) Apache Airflow
2 71 (6.55%) Apache Spark
3 63 (5.81%) Apache
4 16 (1.48%) SAS
5 7 (0.65%) Confluence
6 5 (0.46%) Palantir Foundry
7 2 (0.18%) Apache Qpid
7 2 (0.18%) Oracle Application Server
8 1 (0.092%) Apache Solr
8 1 (0.092%) IIS
8 1 (0.092%) Oracle SOA Suite
8 1 (0.092%) SharePoint
Applications
1 9 (0.83%) Microsoft Excel
2 6 (0.55%) Microsoft Office
3 2 (0.18%) Chatbot
3 2 (0.18%) Microsoft PowerPoint
4 1 (0.092%) Notion
Business Applications
1 1 (0.092%) NetSuite
1 1 (0.092%) Oracle BPM
1 1 (0.092%) Primavera
1 1 (0.092%) SimCorp Dimension
Cloud Services
1 375 (34.59%) Azure
2 249 (22.97%) AWS
3 151 (13.93%) Azure Data Factory
4 147 (13.56%) Power Platform
5 105 (9.69%) GCP
6 92 (8.49%) Snowflake
7 88 (8.12%) dbt
8 86 (7.93%) Azure Synapse Analytics
9 64 (5.90%) Amazon S3
10 52 (4.80%) Azure DevOps
11 40 (3.69%) Serverless
12 35 (3.23%) AWS Lambda
13 33 (3.04%) SaaS
14 32 (2.95%) GitHub
15 24 (2.21%) Amazon Kinesis
16 19 (1.75%) Fivetran
17 17 (1.57%) Amazon EMR
18 16 (1.48%) Microsoft Purview
19 15 (1.38%) Dagster
19 15 (1.38%) Matillion
Communications & Networking
1 30 (2.77%) Structured Cabling
2 25 (2.31%) Broadband
3 24 (2.21%) Wi-Fi
4 5 (0.46%) DSLAM
5 4 (0.37%) Kerberos
6 3 (0.28%) Software-Defined Radio
7 1 (0.092%) 4G
7 1 (0.092%) 5G
7 1 (0.092%) Internet
7 1 (0.092%) LTE
7 1 (0.092%) Wireless
Database & Business Intelligence
1 184 (16.97%) Data Warehouse
2 145 (13.38%) Power BI
3 113 (10.42%) Data Lake
4 88 (8.12%) SQL Server
5 59 (5.44%) Amazon Redshift
6 55 (5.07%) Metadata
7 49 (4.52%) Relational Database
8 47 (4.34%) Azure SQL Database
9 39 (3.60%) Big Data
9 39 (3.60%) Delta Lake
10 37 (3.41%) BigQuery
10 37 (3.41%) SQL Server Integration Services
11 34 (3.14%) SQL Server Reporting Services
12 33 (3.04%) NoSQL
13 32 (2.95%) PostgreSQL
14 31 (2.86%) MySQL
15 30 (2.77%) Tableau
16 25 (2.31%) Amazon Athena
16 25 (2.31%) Apache Iceberg
17 21 (1.94%) Spark SQL
Development Applications
1 69 (6.37%) Git
2 9 (0.83%) JIRA
3 8 (0.74%) Jenkins
3 8 (0.74%) MLflow
4 5 (0.46%) GitLab
5 4 (0.37%) LabVIEW
6 3 (0.28%) Visual Studio
7 2 (0.18%) Deequ
7 2 (0.18%) Selenium
7 2 (0.18%) TeamCity
8 1 (0.092%) Bitbucket
8 1 (0.092%) DBeaver
8 1 (0.092%) Oracle APEX
8 1 (0.092%) Robot Framework
8 1 (0.092%) SQL Server Management Studio (SSMS)
General
1 183 (16.88%) Finance
2 129 (11.90%) Social Skills
3 96 (8.86%) Analytical Skills
4 75 (6.92%) Public Sector
5 31 (2.86%) Law
5 31 (2.86%) Manufacturing
6 29 (2.68%) Telecoms
7 21 (1.94%) Legal
8 20 (1.85%) Marketing
8 20 (1.85%) Retail
9 18 (1.66%) Banking
9 18 (1.66%) Inclusion and Diversity
10 11 (1.01%) Automotive
10 11 (1.01%) Documentation Skills
11 8 (0.74%) Military
11 8 (0.74%) Organisational Skills
12 7 (0.65%) Aerospace
13 6 (0.55%) Advertising
13 6 (0.55%) Influencing Skills
14 5 (0.46%) Games
Libraries, Frameworks & Software Standards
1 103 (9.50%) PySpark
2 73 (6.73%) Kafka
3 17 (1.57%) Pandas
4 16 (1.48%) LangChain
5 12 (1.11%) PyTorch
6 11 (1.01%) JSON
6 11 (1.01%) REST
6 11 (1.01%) TensorFlow
7 10 (0.92%) gRPC
8 9 (0.83%) Apache NiFi
9 8 (0.74%) HTML
10 7 (0.65%) NumPy
10 7 (0.65%) XML
11 5 (0.46%) .NET
11 5 (0.46%) ARM Templates
11 5 (0.46%) pytest
11 5 (0.46%) scikit-learn
11 5 (0.46%) Streamlit
12 4 (0.37%) Node.js
12 4 (0.37%) RabbitMQ
Miscellaneous
1 38 (3.51%) Cloud Native
2 24 (2.21%) Distributed Systems
2 24 (2.21%) Driving Licence
3 17 (1.57%) Fibre Optics
4 16 (1.48%) Onboarding
4 16 (1.48%) Product Ownership
5 15 (1.38%) Legacy Systems
6 14 (1.29%) Greenfield Project
7 13 (1.20%) Data Structures
7 13 (1.20%) Video\Live Streaming
8 12 (1.11%) Data Centre
8 12 (1.11%) Over-the-Top Content
9 11 (1.01%) AI Agents
9 11 (1.01%) Distributed Computing
9 11 (1.01%) Self-Motivation
10 8 (0.74%) Replication
11 7 (0.65%) Enterprise Cloud
11 7 (0.65%) Social Media
12 6 (0.55%) Anti-Piracy
12 6 (0.55%) Management Information System
Operating Systems
1 15 (1.38%) Linux
2 5 (0.46%) Unix
3 2 (0.18%) Windows
4 1 (0.092%) Red Hat Enterprise Linux
4 1 (0.092%) Windows Server
Processes & Methodologies
1 435 (40.13%) Data Pipeline
2 415 (38.28%) Data Engineering
3 405 (37.36%) Analytics
4 375 (34.59%) ETL
5 289 (26.66%) Data Modelling
6 226 (20.85%) CI/CD
7 200 (18.45%) Business Intelligence
8 171 (15.77%) AI
9 167 (15.41%) Agile
10 149 (13.75%) Data Science
11 145 (13.38%) Decision-Making
12 143 (13.19%) Data Governance
13 140 (12.92%) Problem-Solving
14 139 (12.82%) DevOps
15 129 (11.90%) Machine Learning
16 96 (8.86%) Mentoring
17 92 (8.49%) Data Architecture
18 85 (7.84%) Data Integration
19 69 (6.37%) Platform Engineering
20 61 (5.63%) Visualisation
Programming Languages
1 503 (46.40%) SQL
2 486 (44.83%) Python
3 53 (4.89%) Scala
4 37 (3.41%) Java
5 23 (2.12%) Bash
6 22 (2.03%) T-SQL
7 16 (1.48%) C#
8 13 (1.20%) PowerShell
9 12 (1.11%) Data Analysis Expressions
10 11 (1.01%) TypeScript
11 10 (0.92%) C++
11 10 (0.92%) Go
11 10 (0.92%) R
12 8 (0.74%) JavaScript
13 6 (0.55%) Bicep
13 6 (0.55%) Groovy
14 5 (0.46%) PHP
15 3 (0.28%) Ruby
16 2 (0.18%) Rust
17 1 (0.092%) Korn
Qualifications
1 144 (13.28%) Security Cleared
2 87 (8.03%) SC Cleared
3 58 (5.35%) Degree
4 34 (3.14%) Computer Science Degree
5 33 (3.04%) DV Cleared
6 12 (1.11%) Master's Degree
7 11 (1.01%) Azure Certification
8 9 (0.83%) BPSS Clearance
9 7 (0.65%) DBS Check
10 6 (0.55%) Microsoft Certification
11 5 (0.46%) AWS Certification
11 5 (0.46%) CISSP
12 4 (0.37%) AWS Certified Solutions Architect
12 4 (0.37%) MCSE
12 4 (0.37%) OCP
12 4 (0.37%) Oracle Certification
13 3 (0.28%) SnowPro
14 2 (0.18%) CITP
15 1 (0.092%) CISM
15 1 (0.092%) City & Guilds
Quality Assurance & Compliance
1 182 (16.79%) Data Quality
2 42 (3.87%) GDPR
3 18 (1.66%) SLA
4 11 (1.01%) Accessibility
5 6 (0.55%) ISO/IEC 27001
6 5 (0.46%) QA
7 3 (0.28%) HIPAA
8 1 (0.092%) California Consumer Privacy Act
8 1 (0.092%) NIST
8 1 (0.092%) PCI DSS
8 1 (0.092%) Sarbanes-Oxley
8 1 (0.092%) SOC 2
System Software
1 63 (5.81%) Docker
2 4 (0.37%) Active Directory
3 3 (0.28%) HDFS
4 1 (0.092%) Apache ZooKeeper
Systems Management
1 93 (8.58%) Terraform
2 47 (4.34%) Kubernetes
3 5 (0.46%) Ansible
4 3 (0.28%) Argo
4 3 (0.28%) Control-M
4 3 (0.28%) Grafana
5 1 (0.092%) Ambari
5 1 (0.092%) CASB
5 1 (0.092%) Kubeflow
5 1 (0.092%) Prometheus
5 1 (0.092%) Puppet
5 1 (0.092%) ZABBIX
Vendors
1 232 (21.40%) Databricks
2 150 (13.84%) Microsoft
3 35 (3.23%) Oracle
4 23 (2.12%) Google
5 18 (1.66%) Talend
6 17 (1.57%) Informatica
7 14 (1.29%) Palantir
8 10 (0.92%) Typelevel
9 9 (0.83%) OpenAI
10 8 (0.74%) Cloudera
10 8 (0.74%) Foundry
11 5 (0.46%) BT
11 5 (0.46%) Confluent
11 5 (0.46%) Dataiku
11 5 (0.46%) Netezza
11 5 (0.46%) SAP
12 4 (0.37%) Dell
12 4 (0.37%) IBM
13 3 (0.28%) BMC
13 3 (0.28%) Red Hat