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 13 November 2025.

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

6 months to
13 Nov 2025
Same period 2024 Same period 2023
Rank 194 184 140
Rank change year-on-year -10 -44 +32
Permanent jobs requiring a Data Engineer 658 916 1,148
As % of all permanent jobs in England 1.44% 1.51% 2.45%
As % of the Job Titles category 1.59% 1.60% 2.57%
Number of salaries quoted 494 739 901
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 £97,125 £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 41,456 57,384 44,668
% of permanent jobs with a recognized job title 90.56% 94.74% 95.41%
Number of salaries quoted 26,210 32,267 34,534
10th Percentile £28,250 £31,500 £32,000
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 £76,250 £80,000
90th Percentile £95,000 £95,000 £100,000
UK median annual salary £52,500 £57,500 £60,000
% change year-on-year -8.70% -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 13 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 13 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 +17 324 £80,000 -5.88% 437
North of England -14 136 £65,000 - 73
Midlands +73 93 £65,000 +23.81% 76
North West +1 69 £60,000 -7.69% 39
West Midlands +37 61 £61,250 +16.67% 64
Yorkshire +4 54 £67,500 +11.57% 27
South East -25 44 £61,250 +4.70% 109
South West +7 38 £75,000 +30.43% 29
East Midlands +42 32 £67,500 +26.17% 11
East of England -6 14 £57,500 +43.75% 22
North East -5 13 £58,199 -22.40% 7
Data Engineer
UK

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

For the 6 months to 13 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.

1 450 (68.39%) SQL
2 443 (67.33%) Python
3 343 (52.13%) Data Engineering
4 333 (50.61%) Azure
5 301 (45.74%) Data Pipeline
6 297 (45.14%) ETL
7 242 (36.78%) Analytics
8 225 (34.19%) Data Modelling
9 219 (33.28%) Data Warehouse
10 205 (31.16%) AWS
11 180 (27.36%) Databricks
12 175 (26.60%) Business Intelligence
12 175 (26.60%) CI/CD
13 159 (24.16%) Power Platform
14 155 (23.56%) Power BI
15 147 (22.34%) Agile
16 134 (20.36%) Problem-Solving
17 128 (19.45%) DevOps
18 127 (19.30%) Mentoring
19 125 (19.00%) AI
20 124 (18.84%) Microsoft
21 115 (17.48%) Data Science
22 113 (17.17%) Azure Data Factory
23 109 (16.57%) Decision-Making
24 105 (15.96%) Data Quality
25 104 (15.81%) Data Lake
26 102 (15.50%) Data Governance
27 100 (15.20%) Machine Learning
28 98 (14.89%) SQL Server
29 85 (12.92%) 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 82 (12.46%) Apache Spark
2 59 (8.97%) Apache Airflow
3 39 (5.93%) Apache
4 9 (1.37%) SAS
5 6 (0.91%) Confluence
6 4 (0.61%) Apache Pulsar
7 3 (0.46%) Luigi
8 2 (0.30%) GeoServer
9 1 (0.15%) Apache Solr
9 1 (0.15%) Apache Superset
9 1 (0.15%) Appian
9 1 (0.15%) ArcGIS
9 1 (0.15%) IIS
9 1 (0.15%) Oracle SOA Suite
9 1 (0.15%) Oracle Workflow
9 1 (0.15%) SharePoint
Applications
1 5 (0.76%) Microsoft Excel
1 5 (0.76%) Microsoft Office
2 2 (0.30%) Microsoft PowerPoint
2 2 (0.30%) Spreadsheet
3 1 (0.15%) Notion
Business Applications
1 2 (0.30%) Aladdin
2 1 (0.15%) Loan IQ
2 1 (0.15%) Oracle BPM
2 1 (0.15%) SAP ERP
2 1 (0.15%) SimCorp Dimension
Cloud Services
1 333 (50.61%) Azure
2 205 (31.16%) AWS
3 159 (24.16%) Power Platform
4 113 (17.17%) Azure Data Factory
5 85 (12.92%) GCP
6 79 (12.01%) Snowflake
7 76 (11.55%) Azure Synapse Analytics
8 57 (8.66%) Serverless
9 53 (8.05%) Amazon S3
10 50 (7.60%) Azure DevOps
11 49 (7.45%) dbt
12 45 (6.84%) AWS Lambda
13 33 (5.02%) SaaS
14 23 (3.50%) AWS Step Functions
15 21 (3.19%) GitHub
16 18 (2.74%) Microsoft Purview
17 15 (2.28%) Amazon EC2
17 15 (2.28%) AWS CloudFormation
17 15 (2.28%) Fivetran
18 14 (2.13%) Amazon Kinesis
Communications & Networking
1 29 (4.41%) Structured Cabling
2 28 (4.26%) Wi-Fi
3 3 (0.46%) Kerberos
3 3 (0.46%) PuTTY
4 1 (0.15%) DAB
4 1 (0.15%) Internet
Database & Business Intelligence
1 219 (33.28%) Data Warehouse
2 155 (23.56%) Power BI
3 104 (15.81%) Data Lake
4 98 (14.89%) SQL Server
5 55 (8.36%) Amazon Redshift
6 52 (7.90%) Big Data
7 42 (6.38%) Metadata
8 39 (5.93%) Hadoop
9 38 (5.78%) SQL Server Integration Services
10 32 (4.86%) NoSQL
11 31 (4.71%) Azure SQL Database
12 30 (4.56%) PostgreSQL
12 30 (4.56%) SQL Server Reporting Services
12 30 (4.56%) Tableau
13 29 (4.41%) Delta Lake
14 27 (4.10%) MySQL
15 26 (3.95%) Relational Database
16 22 (3.34%) Amazon Athena
16 22 (3.34%) Amazon RDS
16 22 (3.34%) SQL Server Analysis Services
Development Applications
1 30 (4.56%) Git
2 15 (2.28%) JIRA
3 12 (1.82%) Jenkins
4 4 (0.61%) GitLab
4 4 (0.61%) Spinnaker
4 4 (0.61%) Terragrunt
5 2 (0.30%) CircleCI
5 2 (0.30%) MLflow
5 2 (0.30%) Selenium
6 1 (0.15%) Bitbucket
6 1 (0.15%) Deequ
6 1 (0.15%) SQL Server Management Studio (SSMS)
6 1 (0.15%) Visual Studio
General
1 171 (25.99%) Finance
2 142 (21.58%) Social Skills
3 87 (13.22%) Analytical Skills
4 53 (8.05%) Retail
5 49 (7.45%) Law
6 46 (6.99%) Marketing
7 45 (6.84%) Legal
8 37 (5.62%) Inclusion and Diversity
9 32 (4.86%) Public Sector
10 19 (2.89%) Banking
11 17 (2.58%) Manufacturing
12 12 (1.82%) Influencing Skills
13 11 (1.67%) Financial Institution
14 9 (1.37%) Tech for Good
15 8 (1.22%) Front Office
16 6 (0.91%) Games
17 5 (0.76%) Telecoms
18 4 (0.61%) Advertising
18 4 (0.61%) Aerospace
18 4 (0.61%) Automotive
Libraries, Frameworks & Software Standards
1 83 (12.61%) PySpark
2 55 (8.36%) Kafka
3 13 (1.98%) XML
4 12 (1.82%) JSON
5 11 (1.67%) Pandas
6 10 (1.52%) Spark Streaming
7 9 (1.37%) REST
8 8 (1.22%) .NET
8 8 (1.22%) boto
9 7 (1.06%) Apache NiFi
9 7 (1.06%) AWS CDK
9 7 (1.06%) PyTorch
9 7 (1.06%) RabbitMQ
9 7 (1.06%) TensorFlow
10 6 (0.91%) LangChain
11 5 (0.76%) Django
11 5 (0.76%) Middleware
11 5 (0.76%) React
12 4 (0.61%) ADO
12 4 (0.61%) RESTful
Miscellaneous
1 28 (4.26%) Onboarding
2 27 (4.10%) Cloud Native
2 27 (4.10%) Driving Licence
3 26 (3.95%) Data Structures
3 26 (3.95%) Distributed Systems
4 25 (3.80%) Greenfield Project
5 23 (3.50%) Legacy Systems
6 13 (1.98%) e-Learning
7 9 (1.37%) Algorithms
8 7 (1.06%) Product Ownership
9 6 (0.91%) Distributed Computing
9 6 (0.91%) IoT
9 6 (0.91%) Low-Code
9 6 (0.91%) Reference Data
10 5 (0.76%) Equities
10 5 (0.76%) Management Information System
11 4 (0.61%) Hedge funds
11 4 (0.61%) Hybrid Cloud
11 4 (0.61%) Mobile Banking
11 4 (0.61%) Virtual Team
Operating Systems
1 9 (1.37%) Unix
2 4 (0.61%) Linux
3 1 (0.15%) Red Hat Enterprise Linux
3 1 (0.15%) Windows
Processes & Methodologies
1 343 (52.13%) Data Engineering
2 301 (45.74%) Data Pipeline
3 297 (45.14%) ETL
4 242 (36.78%) Analytics
5 225 (34.19%) Data Modelling
6 175 (26.60%) Business Intelligence
6 175 (26.60%) CI/CD
7 147 (22.34%) Agile
8 134 (20.36%) Problem-Solving
9 128 (19.45%) DevOps
10 127 (19.30%) Mentoring
11 125 (19.00%) AI
12 115 (17.48%) Data Science
13 109 (16.57%) Decision-Making
14 102 (15.50%) Data Governance
15 100 (15.20%) Machine Learning
16 69 (10.49%) Data Architecture
17 65 (9.88%) Migration
18 63 (9.57%) Visualisation
19 62 (9.42%) Software Engineering
Programming Languages
1 450 (68.39%) SQL
2 443 (67.33%) Python
3 64 (9.73%) Java
4 52 (7.90%) Scala
5 42 (6.38%) T-SQL
6 21 (3.19%) C#
6 21 (3.19%) Data Analysis Expressions
7 19 (2.89%) R
8 13 (1.98%) TypeScript
9 7 (1.06%) Bash
9 7 (1.06%) C++
9 7 (1.06%) PL/SQL
9 7 (1.06%) PowerShell
10 6 (0.91%) JavaScript
11 4 (0.61%) Bicep
11 4 (0.61%) Kotlin
12 3 (0.46%) Fortran
12 3 (0.46%) PROC SQL
13 2 (0.30%) PHP
13 2 (0.30%) VBA
Qualifications
1 67 (10.18%) Security Cleared
2 52 (7.90%) Degree
3 32 (4.86%) SC Cleared
4 19 (2.89%) Computer Science Degree
5 18 (2.74%) Microsoft Certification
6 15 (2.28%) AWS Certification
6 15 (2.28%) Azure Certification
7 12 (1.82%) CISSP
7 12 (1.82%) MCSE
7 12 (1.82%) OCP
7 12 (1.82%) Oracle Certification
8 11 (1.67%) SnowPro
9 10 (1.52%) DV Cleared
10 7 (1.06%) Master's Degree
11 4 (0.61%) BPSS Clearance
11 4 (0.61%) ISTQB
12 1 (0.15%) HNC
12 1 (0.15%) HND
12 1 (0.15%) PhD
12 1 (0.15%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 105 (15.96%) Data Quality
2 45 (6.84%) GDPR
3 12 (1.82%) QA
4 8 (1.22%) ISO/IEC 27001
5 6 (0.91%) Accessibility
6 3 (0.46%) NIST
7 2 (0.30%) GAAP
7 2 (0.30%) GRC
7 2 (0.30%) HIPAA
7 2 (0.30%) IFRS
7 2 (0.30%) IFRS 17
7 2 (0.30%) SLA
7 2 (0.30%) Solvency II
8 1 (0.15%) California Consumer Privacy Act
8 1 (0.15%) Cyber Essentials
8 1 (0.15%) Cyber Essentials PLUS
8 1 (0.15%) ISO 19650
System Software
1 53 (8.05%) Docker
2 12 (1.82%) HDFS
3 3 (0.46%) Active Directory
3 3 (0.46%) Apache Flume
4 1 (0.15%) Apache ZooKeeper
Systems Management
1 54 (8.21%) Terraform
2 42 (6.38%) Kubernetes
3 10 (1.52%) Ansible
4 6 (0.91%) Grafana
5 4 (0.61%) Kibana
5 4 (0.61%) Prometheus
6 3 (0.46%) logstash
6 3 (0.46%) Oozie
6 3 (0.46%) Puppet
7 2 (0.30%) Progress Chef
8 1 (0.15%) Ambari
8 1 (0.15%) ZABBIX
Vendors
1 180 (27.36%) Databricks
2 124 (18.84%) Microsoft
3 36 (5.47%) Oracle
4 17 (2.58%) Palantir
5 15 (2.28%) SAP
6 13 (1.98%) Informatica
7 12 (1.82%) Google
8 10 (1.52%) Foundry
9 8 (1.22%) Dataiku
10 6 (0.91%) Talend
11 5 (0.76%) Cloudera
11 5 (0.76%) Splunk
12 4 (0.61%) Dell
12 4 (0.61%) OpenAI
13 3 (0.46%) Alteryx
13 3 (0.46%) IBM
13 3 (0.46%) MicroStrategy
14 2 (0.30%) Bloomberg
15 1 (0.15%) NetApp
15 1 (0.15%) Salesforce