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 6 November 2025.

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

6 months to
6 Nov 2025
Same period 2024 Same period 2023
Rank 201 181 137
Rank change year-on-year -20 -44 +30
Permanent jobs requiring a Data Engineer 644 920 1,141
As % of all permanent jobs in England 1.48% 1.52% 2.42%
As % of the Job Titles category 1.63% 1.60% 2.53%
Number of salaries quoted 486 740 904
10th Percentile £46,250 £40,000 £46,250
25th Percentile £57,500 £52,500 £52,500
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
75th Percentile £85,000 £92,500 £88,750
90th Percentile £95,000 £110,000 £100,000
UK median annual salary £70,000 £70,000 £70,000

All Permanent IT Job Vacancies
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 39,503 57,609 45,052
% of permanent jobs with a recognized job title 90.94% 94.92% 95.40%
Number of salaries quoted 25,237 32,617 34,902
10th Percentile £28,250 £31,250 £32,500
25th Percentile £35,500 £42,500 £43,750
Median annual salary (50th Percentile) £53,000 £57,500 £60,000
Median % change year-on-year -7.83% -4.17% -
75th Percentile £75,000 £76,000 £80,000
90th Percentile £95,000 £95,000 £100,000
UK median annual salary £52,500 £57,410 £60,000
% change year-on-year -8.55% -4.32% -

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 November 2025.

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 November 2025. 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 +9 316 £80,000 -5.88% 680
North of England -33 135 £65,000 - 109
Midlands +53 88 £65,000 +23.81% 73
North West -14 68 £60,000 -7.69% 62
West Midlands +45 58 £61,250 +16.67% 58
Yorkshire +11 54 £67,500 +14.17% 41
South East -26 43 £60,000 +2.56% 458
South West +10 40 £72,500 +29.46% 43
East Midlands +37 30 £67,500 +26.17% 13
East of England +13 14 £71,250 +78.13% 38
North East -12 13 £58,199 -22.40% 6
Data Engineer
UK

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

For the 6 months to 6 November 2025, 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.

1 441 (68.48%) SQL
2 436 (67.70%) Python
3 331 (51.40%) Data Engineering
4 323 (50.16%) Azure
5 296 (45.96%) Data Pipeline
6 288 (44.72%) ETL
7 232 (36.02%) Analytics
8 220 (34.16%) Data Modelling
8 220 (34.16%) Data Warehouse
9 201 (31.21%) AWS
10 178 (27.64%) Databricks
11 175 (27.17%) CI/CD
12 169 (26.24%) Business Intelligence
13 154 (23.91%) Power Platform
14 150 (23.29%) Power BI
15 146 (22.67%) Agile
16 132 (20.50%) DevOps
17 130 (20.19%) Mentoring
18 129 (20.03%) Problem-Solving
19 121 (18.79%) AI
20 120 (18.63%) Microsoft
21 112 (17.39%) Azure Data Factory
22 111 (17.24%) Data Science
23 104 (16.15%) Decision-Making
24 102 (15.84%) Data Quality
25 100 (15.53%) Data Lake
26 99 (15.37%) Data Governance
27 98 (15.22%) SQL Server
28 96 (14.91%) Machine Learning
29 82 (12.73%) PySpark

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 81 (12.58%) Apache Spark
2 58 (9.01%) Apache Airflow
3 39 (6.06%) Apache
4 8 (1.24%) SAS
5 7 (1.09%) Confluence
6 4 (0.62%) Apache Pulsar
7 3 (0.47%) Luigi
8 2 (0.31%) GeoServer
9 1 (0.16%) Apache Solr
9 1 (0.16%) Apache Superset
9 1 (0.16%) Appian
9 1 (0.16%) ArcGIS
9 1 (0.16%) IIS
9 1 (0.16%) Oracle SOA Suite
9 1 (0.16%) Oracle Workflow
9 1 (0.16%) SharePoint
Applications
1 5 (0.78%) Microsoft Excel
1 5 (0.78%) Microsoft Office
2 2 (0.31%) Microsoft PowerPoint
2 2 (0.31%) Spreadsheet
Business Applications
1 2 (0.31%) Aladdin
2 1 (0.16%) Loan IQ
2 1 (0.16%) Oracle BPM
2 1 (0.16%) SAP ERP
Cloud Services
1 323 (50.16%) Azure
2 201 (31.21%) AWS
3 154 (23.91%) Power Platform
4 112 (17.39%) Azure Data Factory
5 81 (12.58%) GCP
6 78 (12.11%) Snowflake
7 72 (11.18%) Azure Synapse Analytics
8 58 (9.01%) Serverless
9 55 (8.54%) Amazon S3
10 51 (7.92%) Azure DevOps
11 50 (7.76%) dbt
12 46 (7.14%) AWS Lambda
13 30 (4.66%) SaaS
14 21 (3.26%) AWS Step Functions
14 21 (3.26%) GitHub
15 16 (2.48%) Amazon EC2
16 15 (2.33%) AWS CloudFormation
16 15 (2.33%) Fivetran
16 15 (2.33%) Microsoft Purview
17 14 (2.17%) Amazon Kinesis
Communications & Networking
1 28 (4.35%) Structured Cabling
2 27 (4.19%) Wi-Fi
3 3 (0.47%) Kerberos
3 3 (0.47%) PuTTY
4 1 (0.16%) DAB
4 1 (0.16%) Internet
Database & Business Intelligence
1 220 (34.16%) Data Warehouse
2 150 (23.29%) Power BI
3 100 (15.53%) Data Lake
4 98 (15.22%) SQL Server
5 55 (8.54%) Amazon Redshift
6 49 (7.61%) Big Data
7 40 (6.21%) Metadata
8 37 (5.75%) Hadoop
8 37 (5.75%) SQL Server Integration Services
9 30 (4.66%) NoSQL
10 29 (4.50%) Azure SQL Database
10 29 (4.50%) PostgreSQL
10 29 (4.50%) SQL Server Reporting Services
11 27 (4.19%) Delta Lake
11 27 (4.19%) Tableau
12 26 (4.04%) MySQL
13 25 (3.88%) Relational Database
14 22 (3.42%) SQL Server Analysis Services
15 21 (3.26%) Amazon RDS
16 19 (2.95%) BigQuery
Development Applications
1 29 (4.50%) Git
2 16 (2.48%) JIRA
3 12 (1.86%) Jenkins
4 4 (0.62%) GitLab
4 4 (0.62%) Spinnaker
4 4 (0.62%) Terragrunt
5 2 (0.31%) CircleCI
5 2 (0.31%) MLflow
5 2 (0.31%) Selenium
6 1 (0.16%) Bitbucket
6 1 (0.16%) Deequ
6 1 (0.16%) SQL Server Management Studio (SSMS)
6 1 (0.16%) Visual Studio
General
1 169 (26.24%) Finance
2 138 (21.43%) Social Skills
3 86 (13.35%) Analytical Skills
4 54 (8.39%) Retail
5 51 (7.92%) Law
6 43 (6.68%) Marketing
7 42 (6.52%) Legal
8 36 (5.59%) Inclusion and Diversity
9 32 (4.97%) Public Sector
10 18 (2.80%) Banking
11 17 (2.64%) Manufacturing
12 12 (1.86%) Influencing Skills
13 11 (1.71%) Financial Institution
13 11 (1.71%) Tech for Good
14 7 (1.09%) Front Office
15 6 (0.93%) Games
16 5 (0.78%) Electronics
16 5 (0.78%) Telecoms
17 4 (0.62%) Advertising
17 4 (0.62%) Aerospace
Libraries, Frameworks & Software Standards
1 82 (12.73%) PySpark
2 53 (8.23%) Kafka
3 13 (2.02%) XML
4 12 (1.86%) JSON
5 11 (1.71%) Pandas
6 10 (1.55%) REST
6 10 (1.55%) Spark Streaming
7 8 (1.24%) .NET
7 8 (1.24%) AWS CDK
7 8 (1.24%) boto
8 7 (1.09%) Apache NiFi
8 7 (1.09%) RabbitMQ
9 6 (0.93%) PyTorch
9 6 (0.93%) TensorFlow
10 5 (0.78%) Django
10 5 (0.78%) LangChain
10 5 (0.78%) Middleware
10 5 (0.78%) pytest
10 5 (0.78%) React
11 4 (0.62%) RESTful
Miscellaneous
1 26 (4.04%) Cloud Native
1 26 (4.04%) Data Structures
1 26 (4.04%) Driving Licence
1 26 (4.04%) Onboarding
2 25 (3.88%) Distributed Systems
3 24 (3.73%) Greenfield Project
4 22 (3.42%) Legacy Systems
5 13 (2.02%) e-Learning
6 10 (1.55%) Product Ownership
7 8 (1.24%) Algorithms
8 6 (0.93%) Distributed Computing
8 6 (0.93%) Low-Code
8 6 (0.93%) Reference Data
9 5 (0.78%) Equities
9 5 (0.78%) IoT
9 5 (0.78%) Management Information System
10 4 (0.62%) Hybrid Cloud
10 4 (0.62%) Mobile Banking
10 4 (0.62%) Team-Oriented Environment
10 4 (0.62%) Virtual Team
Operating Systems
1 9 (1.40%) Unix
2 4 (0.62%) Linux
3 1 (0.16%) Red Hat Enterprise Linux
3 1 (0.16%) Windows
Processes & Methodologies
1 331 (51.40%) Data Engineering
2 296 (45.96%) Data Pipeline
3 288 (44.72%) ETL
4 232 (36.02%) Analytics
5 220 (34.16%) Data Modelling
6 175 (27.17%) CI/CD
7 169 (26.24%) Business Intelligence
8 146 (22.67%) Agile
9 132 (20.50%) DevOps
10 130 (20.19%) Mentoring
11 129 (20.03%) Problem-Solving
12 121 (18.79%) AI
13 111 (17.24%) Data Science
14 104 (16.15%) Decision-Making
15 99 (15.37%) Data Governance
16 96 (14.91%) Machine Learning
17 68 (10.56%) Data Architecture
18 65 (10.09%) Visualisation
19 63 (9.78%) Migration
20 58 (9.01%) Software Engineering
Programming Languages
1 441 (68.48%) SQL
2 436 (67.70%) Python
3 65 (10.09%) Java
4 51 (7.92%) Scala
5 42 (6.52%) T-SQL
6 20 (3.11%) C#
7 19 (2.95%) Data Analysis Expressions
7 19 (2.95%) R
8 13 (2.02%) TypeScript
9 7 (1.09%) PL/SQL
10 6 (0.93%) Bash
10 6 (0.93%) C++
10 6 (0.93%) PowerShell
11 5 (0.78%) JavaScript
12 4 (0.62%) Bicep
12 4 (0.62%) Kotlin
13 3 (0.47%) Fortran
13 3 (0.47%) PROC SQL
14 2 (0.31%) VBA
15 1 (0.16%) Shell Script
Qualifications
1 67 (10.40%) Security Cleared
2 48 (7.45%) Degree
3 33 (5.12%) SC Cleared
4 17 (2.64%) Microsoft Certification
5 16 (2.48%) Computer Science Degree
6 15 (2.33%) AWS Certification
6 15 (2.33%) Azure Certification
7 11 (1.71%) CISSP
7 11 (1.71%) MCSE
7 11 (1.71%) OCP
7 11 (1.71%) Oracle Certification
8 10 (1.55%) DV Cleared
8 10 (1.55%) SnowPro
9 5 (0.78%) Master's Degree
10 4 (0.62%) ISTQB
11 3 (0.47%) BPSS Clearance
12 1 (0.16%) HNC
12 1 (0.16%) HND
12 1 (0.16%) PhD
12 1 (0.16%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 102 (15.84%) Data Quality
2 43 (6.68%) GDPR
3 16 (2.48%) QA
4 7 (1.09%) ISO/IEC 27001
5 6 (0.93%) Accessibility
6 3 (0.47%) NIST
7 2 (0.31%) GAAP
7 2 (0.31%) GRC
7 2 (0.31%) IFRS
7 2 (0.31%) IFRS 17
7 2 (0.31%) SLA
7 2 (0.31%) Solvency II
8 1 (0.16%) California Consumer Privacy Act
8 1 (0.16%) Cyber Essentials
8 1 (0.16%) Cyber Essentials PLUS
8 1 (0.16%) HIPAA
8 1 (0.16%) ISO 19650
System Software
1 52 (8.07%) Docker
2 12 (1.86%) HDFS
3 4 (0.62%) Active Directory
4 3 (0.47%) Apache Flume
5 1 (0.16%) Apache ZooKeeper
Systems Management
1 58 (9.01%) Terraform
2 41 (6.37%) Kubernetes
3 10 (1.55%) Ansible
4 6 (0.93%) Grafana
5 4 (0.62%) Kibana
5 4 (0.62%) Prometheus
6 3 (0.47%) logstash
6 3 (0.47%) Oozie
6 3 (0.47%) Puppet
7 2 (0.31%) Progress Chef
8 1 (0.16%) Ambari
8 1 (0.16%) ZABBIX
Vendors
1 178 (27.64%) Databricks
2 120 (18.63%) Microsoft
3 34 (5.28%) Oracle
4 17 (2.64%) Palantir
5 16 (2.48%) SAP
6 13 (2.02%) Google
7 11 (1.71%) Informatica
8 10 (1.55%) Foundry
9 8 (1.24%) Dataiku
10 6 (0.93%) Talend
11 5 (0.78%) Splunk
12 4 (0.62%) Cloudera
12 4 (0.62%) Dell
13 3 (0.47%) Alteryx
13 3 (0.47%) IBM
13 3 (0.47%) MicroStrategy
13 3 (0.47%) OpenAI
14 1 (0.16%) BiZZdesign
14 1 (0.16%) HubSpot
14 1 (0.16%) Salesforce Marketing Cloud