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 29 November 2025.

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

6 months to
29 Nov 2025
Same period 2024 Same period 2023
Rank 181 188 137
Rank change year-on-year +7 -51 +40
Permanent jobs requiring a Data Engineer 691 902 1,131
As % of all permanent jobs in England 1.47% 1.52% 2.47%
As % of the Job Titles category 1.62% 1.61% 2.60%
Number of salaries quoted 509 724 883
10th Percentile £46,734 £41,250 £45,000
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 £97,500 £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 42,623 55,882 43,571
% of permanent jobs with a recognized job title 90.69% 94.16% 95.24%
Number of salaries quoted 27,509 31,264 33,899
10th Percentile £28,250 £32,471 £32,000
25th Percentile £36,250 £42,500 £43,750
Median annual salary (50th Percentile) £55,000 £57,560 £60,000
Median % change year-on-year -4.45% -4.07% -
75th Percentile £75,000 £77,500 £80,000
90th Percentile £95,000 £95,000 £100,000
UK median annual salary £55,000 £57,500 £60,000
% change year-on-year -4.35% -4.17% -

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 29 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 29 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 +36 335 £80,000 -5.88% 136
North of England -6 125 £65,000 - 32
Midlands +77 110 £65,000 +18.18% 32
West Midlands +68 81 £60,000 +9.09% 27
North West +11 62 £60,000 -4.00% 20
South East -6 54 £61,250 +2.08% 107
Yorkshire -3 52 £67,500 +8.00% 7
South West +4 40 £76,250 +32.61% 10
East Midlands +41 29 £67,500 +18.42% 5
East of England +16 14 £52,500 +31.25% 9
North East -5 11 £58,199 -21.09% 5
Data Engineer
UK

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

For the 6 months to 29 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.

1 456 (65.99%) SQL
2 439 (63.53%) Python
3 348 (50.36%) Data Engineering
4 342 (49.49%) Azure
5 308 (44.57%) Data Pipeline
6 301 (43.56%) ETL
7 251 (36.32%) Analytics
8 229 (33.14%) Data Modelling
9 225 (32.56%) Data Warehouse
10 207 (29.96%) AWS
11 187 (27.06%) CI/CD
12 182 (26.34%) Databricks
13 174 (25.18%) Business Intelligence
14 160 (23.15%) Power Platform
15 155 (22.43%) Power BI
16 148 (21.42%) Agile
17 140 (20.26%) Problem-Solving
18 134 (19.39%) DevOps
19 132 (19.10%) Microsoft
20 124 (17.95%) AI
21 122 (17.66%) Mentoring
22 117 (16.93%) Azure Data Factory
23 114 (16.50%) Data Science
23 114 (16.50%) Decision-Making
24 107 (15.48%) Data Quality
25 105 (15.20%) Data Lake
26 103 (14.91%) Data Governance
27 100 (14.47%) Machine Learning
27 100 (14.47%) SQL Server
28 87 (12.59%) 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 80 (11.58%) Apache Spark
2 58 (8.39%) Apache Airflow
3 42 (6.08%) Apache
4 13 (1.88%) SAS
5 3 (0.43%) Apache Pulsar
5 3 (0.43%) Confluence
5 3 (0.43%) Luigi
6 2 (0.29%) GeoServer
7 1 (0.14%) Apache Solr
7 1 (0.14%) Apache Superset
7 1 (0.14%) Appian
7 1 (0.14%) ArcGIS
7 1 (0.14%) IIS
7 1 (0.14%) Oracle SOA Suite
7 1 (0.14%) Oracle Workflow
Applications
1 8 (1.16%) Microsoft Excel
2 5 (0.72%) Microsoft Office
3 2 (0.29%) Microsoft PowerPoint
3 2 (0.29%) Spreadsheet
4 1 (0.14%) Notion
Business Applications
1 2 (0.29%) Aladdin
2 1 (0.14%) Loan IQ
2 1 (0.14%) Oracle BPM
2 1 (0.14%) SAP ERP
2 1 (0.14%) SimCorp Dimension
Cloud Services
1 342 (49.49%) Azure
2 207 (29.96%) AWS
3 160 (23.15%) Power Platform
4 117 (16.93%) Azure Data Factory
5 87 (12.59%) GCP
6 78 (11.29%) Snowflake
7 74 (10.71%) Azure Synapse Analytics
8 57 (8.25%) Serverless
9 54 (7.81%) Azure DevOps
10 52 (7.53%) dbt
11 50 (7.24%) Amazon S3
12 45 (6.51%) AWS Lambda
13 38 (5.50%) SaaS
14 24 (3.47%) AWS Step Functions
15 22 (3.18%) GitHub
16 18 (2.60%) Microsoft Purview
17 16 (2.32%) Fivetran
18 14 (2.03%) Amazon EMR
18 14 (2.03%) Amazon Kinesis
18 14 (2.03%) Matillion
Communications & Networking
1 33 (4.78%) Structured Cabling
2 30 (4.34%) Wi-Fi
3 3 (0.43%) Kerberos
4 2 (0.29%) PuTTY
5 1 (0.14%) DAB
Database & Business Intelligence
1 225 (32.56%) Data Warehouse
2 155 (22.43%) Power BI
3 105 (15.20%) Data Lake
4 100 (14.47%) SQL Server
5 54 (7.81%) Amazon Redshift
6 49 (7.09%) Big Data
7 44 (6.37%) Metadata
8 39 (5.64%) SQL Server Integration Services
9 37 (5.35%) Hadoop
10 35 (5.07%) Azure SQL Database
11 34 (4.92%) NoSQL
12 33 (4.78%) Delta Lake
13 30 (4.34%) PostgreSQL
13 30 (4.34%) SQL Server Reporting Services
14 28 (4.05%) MySQL
15 27 (3.91%) Relational Database
16 26 (3.76%) Tableau
17 22 (3.18%) SQL Server Analysis Services
18 21 (3.04%) Amazon Athena
18 21 (3.04%) Amazon RDS
Development Applications
1 40 (5.79%) Git
2 13 (1.88%) JIRA
3 11 (1.59%) Jenkins
4 4 (0.58%) GitLab
5 3 (0.43%) MLflow
5 3 (0.43%) Spinnaker
5 3 (0.43%) Terragrunt
6 2 (0.29%) CircleCI
6 2 (0.29%) LabVIEW
6 2 (0.29%) Selenium
7 1 (0.14%) Bitbucket
7 1 (0.14%) Deequ
General
1 165 (23.88%) Finance
2 146 (21.13%) Social Skills
3 82 (11.87%) Analytical Skills
4 47 (6.80%) Retail
5 46 (6.66%) Legal
6 44 (6.37%) Law
7 40 (5.79%) Marketing
8 31 (4.49%) Inclusion and Diversity
9 27 (3.91%) Public Sector
10 17 (2.46%) Manufacturing
11 16 (2.32%) Banking
12 12 (1.74%) Influencing Skills
13 11 (1.59%) Financial Institution
14 9 (1.30%) Tech for Good
15 8 (1.16%) Front Office
16 7 (1.01%) Games
17 6 (0.87%) Aerospace
17 6 (0.87%) Automotive
18 4 (0.58%) Investment Banking
18 4 (0.58%) Wearables
Libraries, Frameworks & Software Standards
1 78 (11.29%) PySpark
2 52 (7.53%) Kafka
3 13 (1.88%) XML
4 12 (1.74%) JSON
4 12 (1.74%) Pandas
5 10 (1.45%) PyTorch
5 10 (1.45%) REST
5 10 (1.45%) Spark Streaming
5 10 (1.45%) TensorFlow
6 9 (1.30%) LangChain
7 8 (1.16%) boto
7 8 (1.16%) HTML
7 8 (1.16%) React
8 7 (1.01%) .NET
9 6 (0.87%) AWS CDK
9 6 (0.87%) RabbitMQ
9 6 (0.87%) scikit-learn
10 5 (0.72%) Apache NiFi
10 5 (0.72%) Django
10 5 (0.72%) Snowpark
Miscellaneous
1 31 (4.49%) Driving Licence
1 31 (4.49%) Onboarding
2 27 (3.91%) Cloud Native
3 26 (3.76%) Distributed Systems
3 26 (3.76%) Greenfield Project
4 23 (3.33%) Data Structures
5 19 (2.75%) Legacy Systems
6 12 (1.74%) e-Learning
7 8 (1.16%) Algorithms
8 7 (1.01%) Distributed Computing
9 6 (0.87%) Product Ownership
9 6 (0.87%) Reference Data
10 5 (0.72%) Equities
10 5 (0.72%) Low-Code
11 4 (0.58%) Analytical Mindset
11 4 (0.58%) Hedge funds
11 4 (0.58%) Hybrid Cloud
11 4 (0.58%) IoT
11 4 (0.58%) Management Information System
11 4 (0.58%) Virtual Team
Operating Systems
1 8 (1.16%) Unix
2 4 (0.58%) Linux
3 1 (0.14%) Red Hat Enterprise Linux
3 1 (0.14%) Windows
Processes & Methodologies
1 348 (50.36%) Data Engineering
2 308 (44.57%) Data Pipeline
3 301 (43.56%) ETL
4 251 (36.32%) Analytics
5 229 (33.14%) Data Modelling
6 187 (27.06%) CI/CD
7 174 (25.18%) Business Intelligence
8 148 (21.42%) Agile
9 140 (20.26%) Problem-Solving
10 134 (19.39%) DevOps
11 124 (17.95%) AI
12 122 (17.66%) Mentoring
13 114 (16.50%) Data Science
13 114 (16.50%) Decision-Making
14 103 (14.91%) Data Governance
15 100 (14.47%) Machine Learning
16 70 (10.13%) Data Architecture
17 64 (9.26%) Migration
18 61 (8.83%) Data Integration
19 56 (8.10%) Visualisation
Programming Languages
1 456 (65.99%) SQL
2 439 (63.53%) Python
3 54 (7.81%) Java
4 51 (7.38%) Scala
5 43 (6.22%) T-SQL
6 21 (3.04%) C#
7 20 (2.89%) Data Analysis Expressions
8 15 (2.17%) R
9 12 (1.74%) Bash
10 11 (1.59%) PowerShell
11 10 (1.45%) TypeScript
12 7 (1.01%) JavaScript
12 7 (1.01%) PL/SQL
13 5 (0.72%) Bicep
13 5 (0.72%) C++
13 5 (0.72%) PHP
14 3 (0.43%) Fortran
14 3 (0.43%) Kotlin
14 3 (0.43%) Ruby
15 2 (0.29%) PROC SQL
Qualifications
1 69 (9.99%) Security Cleared
2 50 (7.24%) Degree
3 27 (3.91%) SC Cleared
4 19 (2.75%) Computer Science Degree
5 18 (2.60%) Microsoft Certification
6 13 (1.88%) AWS Certification
6 13 (1.88%) Azure Certification
7 12 (1.74%) CISSP
7 12 (1.74%) MCSE
7 12 (1.74%) OCP
7 12 (1.74%) Oracle Certification
8 11 (1.59%) DV Cleared
8 11 (1.59%) SnowPro
9 7 (1.01%) Master's Degree
10 4 (0.58%) BPSS Clearance
10 4 (0.58%) ISTQB
11 1 (0.14%) HNC
11 1 (0.14%) HND
11 1 (0.14%) PhD
11 1 (0.14%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 107 (15.48%) Data Quality
2 45 (6.51%) GDPR
3 9 (1.30%) QA
4 8 (1.16%) Accessibility
5 6 (0.87%) ISO/IEC 27001
6 4 (0.58%) SLA
7 3 (0.43%) NIST
8 2 (0.29%) HIPAA
9 1 (0.14%) California Consumer Privacy Act
9 1 (0.14%) GAAP
9 1 (0.14%) GRC
9 1 (0.14%) IFRS
9 1 (0.14%) IFRS 17
9 1 (0.14%) ISO 19650
9 1 (0.14%) Solvency II
System Software
1 56 (8.10%) Docker
2 11 (1.59%) HDFS
3 3 (0.43%) Active Directory
4 2 (0.29%) Apache Flume
5 1 (0.14%) Apache ZooKeeper
Systems Management
1 50 (7.24%) Terraform
2 46 (6.66%) Kubernetes
3 9 (1.30%) Ansible
4 5 (0.72%) Grafana
5 3 (0.43%) Argo
5 3 (0.43%) Kibana
5 3 (0.43%) Prometheus
5 3 (0.43%) Puppet
6 2 (0.29%) logstash
6 2 (0.29%) Oozie
6 2 (0.29%) Progress Chef
7 1 (0.14%) Ambari
7 1 (0.14%) ZABBIX
Vendors
1 182 (26.34%) Databricks
2 132 (19.10%) Microsoft
3 44 (6.37%) Oracle
4 15 (2.17%) Informatica
5 11 (1.59%) Google
5 11 (1.59%) Palantir
5 11 (1.59%) Talend
6 9 (1.30%) Cloudera
6 9 (1.30%) SAP
7 8 (1.16%) Dataiku
8 6 (0.87%) Foundry
9 4 (0.58%) Dell
9 4 (0.58%) OpenAI
9 4 (0.58%) Splunk
10 3 (0.43%) Alteryx
10 3 (0.43%) IBM
10 3 (0.43%) Red Hat
11 2 (0.29%) Bloomberg
11 2 (0.29%) MicroStrategy
11 2 (0.29%) Netezza