Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £68,500 per year, according to job vacancies posted during the 6 months leading to 1 April 2026.

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

6 months to
1 Apr 2026
Same period 2025 Same period 2024
Rank 131 167 144
Rank change year-on-year +36 -23 +18
Permanent jobs requiring a Data Engineer 1,093 689 1,576
As % of all permanent jobs in England 1.55% 1.89% 2.02%
As % of the Job Titles category 1.68% 2.10% 2.14%
Number of salaries quoted 840 553 1,112
10th Percentile £46,000 £47,500 £34,905
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £68,500 £70,000 £65,000
Median % change year-on-year -2.14% +7.69% -10.34%
75th Percentile £85,000 £100,000 £83,750
90th Percentile £96,375 £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 64,914 32,868 73,783
% of permanent jobs with a recognized job title 92.18% 89.93% 94.38%
Number of salaries quoted 42,649 21,136 57,579
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £43,000 £38,750
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -8.71%
75th Percentile £75,000 £80,000 £72,500
90th Percentile £95,000 £100,000 £92,159
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 1 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 1 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 +22 450 £80,000 -13.51% 158
North of England +6 172 £70,000 +12.00% 87
South East +16 160 £55,000 -21.43% 91
Midlands +37 138 £62,000 +12.73% 59
West Midlands +58 118 £60,000 +9.09% 45
North West +21 90 £66,750 +2.69% 56
South West +3 76 £67,500 +22.73% 38
East of England +26 72 £65,000 -1.89% 17
Yorkshire -33 66 £72,500 +20.83% 19
East Midlands -45 20 £63,750 +21.43% 14
North East -16 16 £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 1 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.

1 501 (45.84%) SQL
2 483 (44.19%) Python
3 427 (39.07%) Data Pipeline
4 417 (38.15%) Data Engineering
5 406 (37.15%) Analytics
6 377 (34.49%) Azure
7 375 (34.31%) ETL
8 290 (26.53%) Data Modelling
9 246 (22.51%) AWS
10 236 (21.59%) Databricks
11 228 (20.86%) CI/CD
12 198 (18.12%) Business Intelligence
13 181 (16.56%) Data Quality
14 180 (16.47%) Data Warehouse
15 174 (15.92%) AI
16 166 (15.19%) Agile
17 152 (13.91%) Azure Data Factory
18 147 (13.45%) Microsoft
19 146 (13.36%) Data Science
19 146 (13.36%) Power Platform
20 144 (13.17%) Data Governance
20 144 (13.17%) Power BI
21 143 (13.08%) Decision-Making
22 141 (12.90%) DevOps
23 140 (12.81%) Problem-Solving
23 140 (12.81%) Security Cleared
24 127 (11.62%) Machine Learning
25 114 (10.43%) Apache Airflow
25 114 (10.43%) Data Lake
26 104 (9.52%) 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 (10.43%) Apache Airflow
2 68 (6.22%) Apache Spark
3 62 (5.67%) Apache
4 16 (1.46%) SAS
5 7 (0.64%) Confluence
6 6 (0.55%) Palantir Foundry
7 2 (0.18%) Apache Qpid
7 2 (0.18%) Oracle Application Server
8 1 (0.091%) Apache Solr
8 1 (0.091%) IIS
8 1 (0.091%) Oracle SOA Suite
8 1 (0.091%) SharePoint
Applications
1 8 (0.73%) Microsoft Excel
2 5 (0.46%) Microsoft Office
3 2 (0.18%) Chatbot
4 1 (0.091%) Microsoft PowerPoint
4 1 (0.091%) Notion
Business Applications
1 1 (0.091%) NetSuite
1 1 (0.091%) Oracle BPM
1 1 (0.091%) Primavera
1 1 (0.091%) SimCorp Dimension
Cloud Services
1 377 (34.49%) Azure
2 246 (22.51%) AWS
3 152 (13.91%) Azure Data Factory
4 146 (13.36%) Power Platform
5 104 (9.52%) GCP
6 90 (8.23%) Snowflake
7 88 (8.05%) dbt
8 87 (7.96%) Azure Synapse Analytics
9 61 (5.58%) Amazon S3
10 52 (4.76%) Azure DevOps
11 38 (3.48%) Serverless
12 35 (3.20%) SaaS
13 32 (2.93%) AWS Lambda
13 32 (2.93%) GitHub
14 25 (2.29%) Amazon Kinesis
15 17 (1.56%) Fivetran
15 17 (1.56%) Microsoft Purview
16 15 (1.37%) Amazon EMR
16 15 (1.37%) Dagster
17 14 (1.28%) AWS Step Functions
Communications & Networking
1 27 (2.47%) Structured Cabling
2 25 (2.29%) Broadband
3 20 (1.83%) Wi-Fi
4 5 (0.46%) DSLAM
5 3 (0.27%) Software-Defined Radio
6 2 (0.18%) Kerberos
7 1 (0.091%) 4G
7 1 (0.091%) 5G
7 1 (0.091%) Internet
7 1 (0.091%) LTE
7 1 (0.091%) Wireless
Database & Business Intelligence
1 180 (16.47%) Data Warehouse
2 144 (13.17%) Power BI
3 114 (10.43%) Data Lake
4 84 (7.69%) SQL Server
5 57 (5.22%) Amazon Redshift
6 56 (5.12%) Metadata
7 50 (4.57%) Relational Database
8 47 (4.30%) Azure SQL Database
9 39 (3.57%) Delta Lake
10 38 (3.48%) Big Data
10 38 (3.48%) BigQuery
11 37 (3.39%) SQL Server Integration Services
12 35 (3.20%) SQL Server Reporting Services
13 33 (3.02%) NoSQL
14 32 (2.93%) PostgreSQL
15 31 (2.84%) MySQL
16 29 (2.65%) Tableau
17 25 (2.29%) Amazon Athena
18 23 (2.10%) Apache Iceberg
19 22 (2.01%) Spark SQL
Development Applications
1 69 (6.31%) Git
2 9 (0.82%) JIRA
3 8 (0.73%) MLflow
4 7 (0.64%) Jenkins
5 4 (0.37%) GitLab
5 4 (0.37%) LabVIEW
6 3 (0.27%) Visual Studio
7 2 (0.18%) Selenium
7 2 (0.18%) TeamCity
8 1 (0.091%) Bitbucket
8 1 (0.091%) DBeaver
8 1 (0.091%) Deequ
8 1 (0.091%) Oracle APEX
8 1 (0.091%) Robot Framework
8 1 (0.091%) SQL Server Management Studio (SSMS)
General
1 184 (16.83%) Finance
2 125 (11.44%) Social Skills
3 97 (8.87%) Analytical Skills
4 77 (7.04%) Public Sector
5 31 (2.84%) Law
5 31 (2.84%) Manufacturing
6 29 (2.65%) Telecoms
7 19 (1.74%) Marketing
7 19 (1.74%) Retail
8 18 (1.65%) Banking
8 18 (1.65%) Inclusion and Diversity
9 16 (1.46%) Legal
10 12 (1.10%) Documentation Skills
11 11 (1.01%) Automotive
12 9 (0.82%) Military
12 9 (0.82%) Organisational Skills
13 8 (0.73%) Advertising
14 7 (0.64%) Aerospace
15 5 (0.46%) Financial Institution
15 5 (0.46%) Games
Libraries, Frameworks & Software Standards
1 104 (9.52%) PySpark
2 74 (6.77%) Kafka
3 17 (1.56%) Pandas
4 16 (1.46%) LangChain
5 12 (1.10%) PyTorch
6 11 (1.01%) REST
6 11 (1.01%) TensorFlow
7 10 (0.91%) gRPC
7 10 (0.91%) JSON
8 9 (0.82%) Apache NiFi
9 8 (0.73%) HTML
10 7 (0.64%) NumPy
11 6 (0.55%) ARM Templates
11 6 (0.55%) XML
12 5 (0.46%) .NET
12 5 (0.46%) scikit-learn
12 5 (0.46%) Streamlit
13 4 (0.37%) Node.js
13 4 (0.37%) pytest
13 4 (0.37%) RabbitMQ
Miscellaneous
1 37 (3.39%) Cloud Native
2 23 (2.10%) Distributed Systems
3 21 (1.92%) Driving Licence
4 18 (1.65%) Product Ownership
5 17 (1.56%) Fibre Optics
6 14 (1.28%) Legacy Systems
7 13 (1.19%) Data Structures
7 13 (1.19%) Greenfield Project
7 13 (1.19%) Video\Live Streaming
8 12 (1.10%) Data Centre
8 12 (1.10%) Onboarding
8 12 (1.10%) Over-the-Top Content
8 12 (1.10%) Self-Motivation
9 11 (1.01%) AI Agents
9 11 (1.01%) Distributed Computing
10 8 (0.73%) Replication
11 7 (0.64%) Enterprise Cloud
11 7 (0.64%) Social Media
12 6 (0.55%) Anti-Piracy
12 6 (0.55%) Management Information System
Operating Systems
1 13 (1.19%) Linux
2 3 (0.27%) Unix
3 2 (0.18%) Windows
4 1 (0.091%) Red Hat Enterprise Linux
4 1 (0.091%) Windows Server
Processes & Methodologies
1 427 (39.07%) Data Pipeline
2 417 (38.15%) Data Engineering
3 406 (37.15%) Analytics
4 375 (34.31%) ETL
5 290 (26.53%) Data Modelling
6 228 (20.86%) CI/CD
7 198 (18.12%) Business Intelligence
8 174 (15.92%) AI
9 166 (15.19%) Agile
10 146 (13.36%) Data Science
11 144 (13.17%) Data Governance
12 143 (13.08%) Decision-Making
13 141 (12.90%) DevOps
14 140 (12.81%) Problem-Solving
15 127 (11.62%) Machine Learning
16 96 (8.78%) Data Architecture
17 90 (8.23%) Mentoring
18 84 (7.69%) Data Integration
19 71 (6.50%) Platform Engineering
20 61 (5.58%) Visualisation
Programming Languages
1 501 (45.84%) SQL
2 483 (44.19%) Python
3 53 (4.85%) Scala
4 35 (3.20%) Java
5 23 (2.10%) Bash
6 21 (1.92%) T-SQL
7 14 (1.28%) PowerShell
8 13 (1.19%) C#
9 12 (1.10%) Data Analysis Expressions
10 11 (1.01%) Go
11 9 (0.82%) R
11 9 (0.82%) TypeScript
12 8 (0.73%) C++
12 8 (0.73%) JavaScript
13 6 (0.55%) Bicep
13 6 (0.55%) Groovy
14 5 (0.46%) PHP
15 3 (0.27%) Ruby
16 2 (0.18%) Rust
17 1 (0.091%) Korn
Qualifications
1 140 (12.81%) Security Cleared
2 86 (7.87%) SC Cleared
3 59 (5.40%) Degree
4 33 (3.02%) Computer Science Degree
5 31 (2.84%) DV Cleared
6 12 (1.10%) Master's Degree
7 10 (0.91%) Azure Certification
8 9 (0.82%) BPSS Clearance
9 7 (0.64%) DBS Check
10 6 (0.55%) AWS Certification
11 5 (0.46%) CISSP
11 5 (0.46%) Microsoft Certification
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 (0.27%) SnowPro
14 2 (0.18%) CITP
15 1 (0.091%) CISM
15 1 (0.091%) PhD
Quality Assurance & Compliance
1 181 (16.56%) Data Quality
2 42 (3.84%) GDPR
3 20 (1.83%) SLA
4 11 (1.01%) Accessibility
5 6 (0.55%) ISO/IEC 27001
6 5 (0.46%) QA
7 3 (0.27%) HIPAA
8 1 (0.091%) California Consumer Privacy Act
8 1 (0.091%) NIST
8 1 (0.091%) PCI DSS
8 1 (0.091%) Sarbanes-Oxley
8 1 (0.091%) SOC 2
System Software
1 63 (5.76%) Docker
2 3 (0.27%) HDFS
3 2 (0.18%) Active Directory
4 1 (0.091%) Apache ZooKeeper
Systems Management
1 95 (8.69%) Terraform
2 46 (4.21%) Kubernetes
3 3 (0.27%) Ansible
3 3 (0.27%) Argo
3 3 (0.27%) Control-M
3 3 (0.27%) Grafana
4 1 (0.091%) Ambari
4 1 (0.091%) CASB
4 1 (0.091%) Kubeflow
4 1 (0.091%) Prometheus
4 1 (0.091%) Puppet
4 1 (0.091%) ZABBIX
Vendors
1 236 (21.59%) Databricks
2 147 (13.45%) Microsoft
3 35 (3.20%) Oracle
4 23 (2.10%) Google
5 18 (1.65%) Talend
6 17 (1.56%) Informatica
7 14 (1.28%) Palantir
8 10 (0.91%) Typelevel
9 9 (0.82%) Foundry
9 9 (0.82%) OpenAI
10 8 (0.73%) Cloudera
11 5 (0.46%) BT
11 5 (0.46%) Confluent
11 5 (0.46%) Netezza
11 5 (0.46%) SAP
12 4 (0.37%) Dataiku
12 4 (0.37%) IBM
13 3 (0.27%) BMC
13 3 (0.27%) Red Hat
14 2 (0.18%) Dell