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 14 April 2026.

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

6 months to
14 Apr 2026
Same period 2025 Same period 2024
Rank 121 175 148
Rank change year-on-year +54 -27 +8
Permanent jobs requiring a Data Engineer 1,211 682 1,581
As % of all permanent jobs in England 1.61% 1.85% 1.95%
As % of the Job Titles category 1.74% 2.07% 2.07%
Number of salaries quoted 924 547 1,124
10th Percentile £45,000 £47,813 £32,500
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 £83,250
90th Percentile £97,500 £115,000 £96,539
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 69,656 32,932 76,469
% of permanent jobs with a recognized job title 92.51% 89.54% 94.43%
Number of salaries quoted 45,762 21,265 59,108
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £42,500 £38,250
Median annual salary (50th Percentile) £55,000 £60,000 £54,500
Median % change year-on-year -8.33% +10.09% -9.26%
75th Percentile £75,000 £80,000 £72,500
90th Percentile £95,000 £100,000 £91,250
UK median annual salary £55,000 £60,000 £54,000
% change year-on-year -8.33% +11.11% -10.00%

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 14 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 14 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 +29 480 £80,000 -13.51% 154
North of England +38 216 £70,000 +12.00% 101
South East +39 190 £58,250 -16.79% 79
Midlands +34 141 £62,500 +13.64% 49
West Midlands +56 118 £62,500 +13.64% 44
North West +39 116 £70,000 +7.69% 64
South West +6 87 £57,500 +4.55% 30
Yorkshire -30 80 £70,000 +16.67% 28
East of England +21 73 £65,000 +18.18% 16
East Midlands -52 23 £63,750 +15.91% 5
North East -19 20 £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 14 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 (42.03%) SQL
2 501 (41.37%) Python
3 461 (38.07%) Data Pipeline
4 440 (36.33%) Data Engineering
5 433 (35.76%) Analytics
6 392 (32.37%) ETL
7 389 (32.12%) Azure
8 301 (24.86%) Data Modelling
9 264 (21.80%) AWS
10 240 (19.82%) Databricks
11 231 (19.08%) CI/CD
12 203 (16.76%) Business Intelligence
13 194 (16.02%) Data Quality
14 192 (15.85%) AI
15 186 (15.36%) Data Warehouse
16 174 (14.37%) Agile
17 156 (12.88%) Azure Data Factory
18 155 (12.80%) Decision-Making
18 155 (12.80%) Microsoft
19 150 (12.39%) Data Science
20 145 (11.97%) Power Platform
21 143 (11.81%) Data Governance
22 142 (11.73%) DevOps
22 142 (11.73%) Problem-Solving
22 142 (11.73%) Security Cleared
23 141 (11.64%) Power BI
24 130 (10.73%) Machine Learning
25 120 (9.91%) Apache Airflow
26 115 (9.50%) Data Architecture
26 115 (9.50%) Data Lake

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
1 120 (9.91%) Apache Airflow
2 69 (5.70%) Apache Spark
3 64 (5.28%) Apache
4 17 (1.40%) SAS
5 9 (0.74%) Palantir Foundry
6 8 (0.66%) Confluence
7 2 (0.17%) Apache Qpid
7 2 (0.17%) Oracle Application Server
8 1 (0.083%) Apache Solr
8 1 (0.083%) GeoServer
8 1 (0.083%) IIS
8 1 (0.083%) Oracle SOA Suite
8 1 (0.083%) SharePoint
Applications
1 6 (0.50%) Microsoft Excel
2 5 (0.41%) Microsoft Office
3 2 (0.17%) Chatbot
4 1 (0.083%) Notion
Business Applications
1 1 (0.083%) NetSuite
1 1 (0.083%) Oracle BPM
1 1 (0.083%) Primavera
1 1 (0.083%) SimCorp Dimension
Cloud Services
1 389 (32.12%) Azure
2 264 (21.80%) AWS
3 156 (12.88%) Azure Data Factory
4 145 (11.97%) Power Platform
5 113 (9.33%) GCP
6 93 (7.68%) Snowflake
7 92 (7.60%) dbt
8 89 (7.35%) Azure Synapse Analytics
9 63 (5.20%) Amazon S3
10 51 (4.21%) Azure DevOps
11 41 (3.39%) Serverless
12 37 (3.06%) SaaS
13 34 (2.81%) AWS Lambda
14 32 (2.64%) GitHub
15 24 (1.98%) Amazon Kinesis
16 18 (1.49%) Dagster
17 17 (1.40%) Fivetran
18 16 (1.32%) AWS Step Functions
19 15 (1.24%) Amazon EMR
19 15 (1.24%) Microsoft Purview
Communications & Networking
1 27 (2.23%) Broadband
2 24 (1.98%) Structured Cabling
3 18 (1.49%) Wi-Fi
4 5 (0.41%) DSLAM
5 3 (0.25%) Software-Defined Radio
6 2 (0.17%) Internet
6 2 (0.17%) Kerberos
7 1 (0.083%) 4G
7 1 (0.083%) 5G
7 1 (0.083%) LTE
7 1 (0.083%) Wireless
Database & Business Intelligence
1 186 (15.36%) Data Warehouse
2 141 (11.64%) Power BI
3 115 (9.50%) Data Lake
4 84 (6.94%) SQL Server
5 61 (5.04%) Relational Database
6 60 (4.95%) Amazon Redshift
7 54 (4.46%) Metadata
8 44 (3.63%) Azure SQL Database
8 44 (3.63%) Big Data
9 41 (3.39%) BigQuery
9 41 (3.39%) SQL Server Integration Services
10 39 (3.22%) PostgreSQL
11 37 (3.06%) Delta Lake
11 37 (3.06%) NoSQL
12 36 (2.97%) SQL Server Reporting Services
13 33 (2.73%) MySQL
14 29 (2.39%) Tableau
15 26 (2.15%) Amazon Athena
16 24 (1.98%) Apache Iceberg
16 24 (1.98%) MongoDB
Development Applications
1 72 (5.95%) Git
2 10 (0.83%) JIRA
3 8 (0.66%) MLflow
4 7 (0.58%) Jenkins
5 4 (0.33%) GitLab
5 4 (0.33%) LabVIEW
6 3 (0.25%) Visual Studio
7 2 (0.17%) TeamCity
8 1 (0.083%) Bitbucket
8 1 (0.083%) DBeaver
8 1 (0.083%) Deequ
8 1 (0.083%) Oracle APEX
8 1 (0.083%) Robot Framework
8 1 (0.083%) Selenium
8 1 (0.083%) SQL Server Management Studio (SSMS)
General
1 191 (15.77%) Finance
2 127 (10.49%) Social Skills
3 102 (8.42%) Analytical Skills
4 87 (7.18%) Public Sector
5 35 (2.89%) Manufacturing
6 32 (2.64%) Law
7 29 (2.39%) Telecoms
8 28 (2.31%) Marketing
9 21 (1.73%) Retail
10 19 (1.57%) Inclusion and Diversity
11 18 (1.49%) Banking
12 14 (1.16%) Legal
13 12 (0.99%) Documentation Skills
14 11 (0.91%) Automotive
15 10 (0.83%) Organisational Skills
16 9 (0.74%) Advertising
17 8 (0.66%) Military
18 7 (0.58%) Aerospace
19 6 (0.50%) Financial Institution
20 5 (0.41%) Health Technology
Libraries, Frameworks & Software Standards
1 112 (9.25%) PySpark
2 80 (6.61%) Kafka
3 20 (1.65%) Pandas
4 16 (1.32%) LangChain
5 12 (0.99%) PyTorch
6 11 (0.91%) TensorFlow
7 10 (0.83%) gRPC
7 10 (0.83%) JSON
7 10 (0.83%) REST
8 9 (0.74%) Apache NiFi
9 8 (0.66%) HTML
10 7 (0.58%) ARM Templates
10 7 (0.58%) NumPy
11 5 (0.41%) .NET
11 5 (0.41%) scikit-learn
11 5 (0.41%) Streamlit
11 5 (0.41%) XML
12 4 (0.33%) CSS
12 4 (0.33%) pytest
12 4 (0.33%) RabbitMQ
Miscellaneous
1 39 (3.22%) Cloud Native
2 24 (1.98%) Distributed Systems
3 19 (1.57%) Product Ownership
4 18 (1.49%) Driving Licence
5 17 (1.40%) Fibre Optics
6 13 (1.07%) Legacy Systems
6 13 (1.07%) Video\Live Streaming
7 12 (0.99%) Data Centre
7 12 (0.99%) Data Structures
7 12 (0.99%) Distributed Computing
7 12 (0.99%) Over-the-Top Content
8 11 (0.91%) AI Agents
8 11 (0.91%) Greenfield Project
8 11 (0.91%) Self-Motivation
9 10 (0.83%) Marketing Technology
9 10 (0.83%) Onboarding
10 8 (0.66%) Management Information System
10 8 (0.66%) Replication
11 7 (0.58%) Enterprise Cloud
11 7 (0.58%) Social Media
Operating Systems
1 13 (1.07%) Linux
2 3 (0.25%) Unix
3 2 (0.17%) Windows
4 1 (0.083%) Red Hat Enterprise Linux
4 1 (0.083%) Windows Server
Processes & Methodologies
1 461 (38.07%) Data Pipeline
2 440 (36.33%) Data Engineering
3 433 (35.76%) Analytics
4 392 (32.37%) ETL
5 301 (24.86%) Data Modelling
6 231 (19.08%) CI/CD
7 203 (16.76%) Business Intelligence
8 192 (15.85%) AI
9 174 (14.37%) Agile
10 155 (12.80%) Decision-Making
11 150 (12.39%) Data Science
12 143 (11.81%) Data Governance
13 142 (11.73%) DevOps
13 142 (11.73%) Problem-Solving
14 130 (10.73%) Machine Learning
15 115 (9.50%) Data Architecture
16 105 (8.67%) Mentoring
17 87 (7.18%) Data Integration
18 79 (6.52%) Platform Engineering
19 65 (5.37%) Infrastructure as Code
Programming Languages
1 509 (42.03%) SQL
2 501 (41.37%) Python
3 55 (4.54%) Scala
4 39 (3.22%) Java
5 24 (1.98%) Bash
6 17 (1.40%) T-SQL
7 14 (1.16%) PowerShell
8 13 (1.07%) C#
9 12 (0.99%) Data Analysis Expressions
10 11 (0.91%) Go
11 8 (0.66%) C++
11 8 (0.66%) R
11 8 (0.66%) TypeScript
12 7 (0.58%) JavaScript
13 6 (0.50%) Bicep
13 6 (0.50%) Groovy
14 5 (0.41%) PHP
15 3 (0.25%) Ruby
16 2 (0.17%) Rust
17 1 (0.083%) Korn
Qualifications
1 142 (11.73%) Security Cleared
2 88 (7.27%) SC Cleared
3 63 (5.20%) Degree
4 37 (3.06%) Computer Science Degree
5 33 (2.73%) DV Cleared
6 13 (1.07%) Master's Degree
7 11 (0.91%) Azure Certification
8 9 (0.74%) BPSS Clearance
9 7 (0.58%) DBS Check
10 6 (0.50%) AWS Certification
11 4 (0.33%) AWS Certified Solutions Architect
11 4 (0.33%) CISSP
11 4 (0.33%) Microsoft Certification
12 3 (0.25%) CITP
12 3 (0.25%) MCSE
12 3 (0.25%) OCP
12 3 (0.25%) Oracle Certification
13 1 (0.083%) AWS Certified DevOps Engineer
13 1 (0.083%) CISM
13 1 (0.083%) PhD
Quality Assurance & Compliance
1 194 (16.02%) Data Quality
2 45 (3.72%) GDPR
3 20 (1.65%) SLA
4 11 (0.91%) Accessibility
5 7 (0.58%) QA
6 6 (0.50%) ISO/IEC 27001
7 3 (0.25%) HIPAA
8 1 (0.083%) California Consumer Privacy Act
8 1 (0.083%) NIST
8 1 (0.083%) PCI DSS
8 1 (0.083%) Sarbanes-Oxley
8 1 (0.083%) SOC 2
System Software
1 61 (5.04%) Docker
2 3 (0.25%) HDFS
3 2 (0.17%) Active Directory
4 1 (0.083%) Apache ZooKeeper
Systems Management
1 103 (8.51%) Terraform
2 46 (3.80%) Kubernetes
3 5 (0.41%) Grafana
4 3 (0.25%) Ansible
4 3 (0.25%) Argo
4 3 (0.25%) Control-M
4 3 (0.25%) Prometheus
5 1 (0.083%) Ambari
5 1 (0.083%) CASB
5 1 (0.083%) Kubeflow
5 1 (0.083%) Puppet
5 1 (0.083%) ZABBIX
Vendors
1 240 (19.82%) Databricks
2 155 (12.80%) Microsoft
3 37 (3.06%) Oracle
4 23 (1.90%) Google
5 20 (1.65%) Talend
6 18 (1.49%) Informatica
7 17 (1.40%) Palantir
8 14 (1.16%) Salesforce
9 12 (0.99%) Foundry
10 10 (0.83%) Cloudera
10 10 (0.83%) Typelevel
11 9 (0.74%) OpenAI
12 5 (0.41%) BT
12 5 (0.41%) Confluent
12 5 (0.41%) Netezza
12 5 (0.41%) SAP
13 4 (0.33%) Dataiku
13 4 (0.33%) IBM
14 3 (0.25%) BMC
14 3 (0.25%) Planon