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 23 November 2025.

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

6 months to
23 Nov 2025
Same period 2024 Same period 2023
Rank 190 187 139
Rank change year-on-year -3 -48 +36
Permanent jobs requiring a Data Engineer 670 908 1,148
As % of all permanent jobs in England 1.45% 1.48% 2.47%
As % of the Job Titles category 1.60% 1.56% 2.59%
Number of salaries quoted 496 728 899
10th Percentile £46,461 £40,425 £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 £87,500
90th Percentile £95,625 £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 41,870 58,044 44,334
% of permanent jobs with a recognized job title 90.63% 94.37% 95.30%
Number of salaries quoted 27,008 32,905 34,377
10th Percentile £28,250 £31,955 £32,000
25th Percentile £35,828 £42,500 £43,750
Median annual salary (50th Percentile) £54,500 £57,500 £60,000
Median % change year-on-year -5.22% -4.17% -
75th Percentile £75,000 £77,000 £80,000
90th Percentile £93,750 £95,000 £100,000
UK median annual salary £53,500 £57,500 £60,000
% change year-on-year -6.96% -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 23 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 23 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 +22 320 £80,000 -5.88% 136
North of England -18 126 £65,000 - 37
Midlands +83 106 £65,000 +18.18% 40
West Midlands +64 77 £62,500 +13.64% 34
North West +2 64 £60,000 -5.88% 22
Yorkshire +4 50 £67,500 +8.00% 9
South East -5 50 £60,000 +0.84% 98
South West +11 42 £72,500 +26.09% 19
East Midlands +46 29 £67,500 +22.73% 6
East of England +12 14 £52,500 +31.25% 14
North East -3 12 £67,500 -8.47% 6
Data Engineer
UK

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

For the 6 months to 23 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 (67.16%) SQL
2 435 (64.93%) Python
3 344 (51.34%) Data Engineering
4 339 (50.60%) Azure
5 302 (45.07%) Data Pipeline
6 300 (44.78%) ETL
7 244 (36.42%) Analytics
8 227 (33.88%) Data Modelling
9 224 (33.43%) Data Warehouse
10 200 (29.85%) AWS
11 183 (27.31%) CI/CD
12 181 (27.01%) Databricks
13 173 (25.82%) Business Intelligence
14 159 (23.73%) Power Platform
15 154 (22.99%) Power BI
16 147 (21.94%) Agile
17 134 (20.00%) Problem-Solving
18 132 (19.70%) DevOps
19 130 (19.40%) Microsoft
20 124 (18.51%) Mentoring
21 122 (18.21%) AI
22 117 (17.46%) Azure Data Factory
23 112 (16.72%) Decision-Making
24 110 (16.42%) Data Science
25 107 (15.97%) Data Quality
26 105 (15.67%) Data Lake
27 101 (15.07%) Data Governance
28 100 (14.93%) SQL Server
29 94 (14.03%) Machine Learning
30 83 (12.39%) 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 78 (11.64%) Apache Spark
2 56 (8.36%) Apache Airflow
3 40 (5.97%) Apache
4 11 (1.64%) SAS
5 3 (0.45%) Apache Pulsar
5 3 (0.45%) Confluence
5 3 (0.45%) Luigi
6 2 (0.30%) GeoServer
7 1 (0.15%) Apache Solr
7 1 (0.15%) Apache Superset
7 1 (0.15%) Appian
7 1 (0.15%) ArcGIS
7 1 (0.15%) IIS
7 1 (0.15%) Oracle SOA Suite
7 1 (0.15%) Oracle Workflow
Applications
1 7 (1.04%) Microsoft Excel
2 5 (0.75%) Microsoft Office
3 2 (0.30%) Microsoft PowerPoint
3 2 (0.30%) Spreadsheet
4 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
1 339 (50.60%) Azure
2 200 (29.85%) AWS
3 159 (23.73%) Power Platform
4 117 (17.46%) Azure Data Factory
5 83 (12.39%) GCP
6 79 (11.79%) Snowflake
7 76 (11.34%) Azure Synapse Analytics
8 57 (8.51%) Serverless
9 53 (7.91%) Azure DevOps
10 51 (7.61%) Amazon S3
10 51 (7.61%) dbt
11 45 (6.72%) AWS Lambda
12 36 (5.37%) SaaS
13 23 (3.43%) AWS Step Functions
14 22 (3.28%) GitHub
15 17 (2.54%) Microsoft Purview
16 16 (2.39%) Fivetran
17 15 (2.24%) Amazon EC2
18 14 (2.09%) AWS CloudFormation
18 14 (2.09%) Matillion
Communications & Networking
1 33 (4.93%) Structured Cabling
2 30 (4.48%) Wi-Fi
3 3 (0.45%) Kerberos
4 2 (0.30%) PuTTY
5 1 (0.15%) DAB
Database & Business Intelligence
1 224 (33.43%) Data Warehouse
2 154 (22.99%) Power BI
3 105 (15.67%) Data Lake
4 100 (14.93%) SQL Server
5 51 (7.61%) Amazon Redshift
6 49 (7.31%) Big Data
7 43 (6.42%) Metadata
8 38 (5.67%) SQL Server Integration Services
9 37 (5.52%) Hadoop
10 34 (5.07%) Azure SQL Database
11 32 (4.78%) Delta Lake
11 32 (4.78%) NoSQL
12 31 (4.63%) SQL Server Reporting Services
13 29 (4.33%) PostgreSQL
14 27 (4.03%) Relational Database
15 26 (3.88%) Tableau
16 23 (3.43%) MySQL
17 22 (3.28%) Amazon RDS
17 22 (3.28%) SQL Server Analysis Services
18 20 (2.99%) Amazon Athena
Development Applications
1 36 (5.37%) Git
2 13 (1.94%) JIRA
3 11 (1.64%) Jenkins
4 4 (0.60%) GitLab
5 3 (0.45%) MLflow
5 3 (0.45%) Spinnaker
5 3 (0.45%) Terragrunt
6 2 (0.30%) CircleCI
6 2 (0.30%) Selenium
7 1 (0.15%) Bitbucket
7 1 (0.15%) Deequ
7 1 (0.15%) LabVIEW
7 1 (0.15%) SQL Server Management Studio (SSMS)
General
1 168 (25.07%) Finance
2 149 (22.24%) Social Skills
3 85 (12.69%) Analytical Skills
4 49 (7.31%) Retail
5 46 (6.87%) Legal
6 44 (6.57%) Law
7 39 (5.82%) Marketing
8 32 (4.78%) Inclusion and Diversity
9 29 (4.33%) Public Sector
10 17 (2.54%) Manufacturing
11 16 (2.39%) Banking
12 12 (1.79%) Influencing Skills
13 11 (1.64%) Financial Institution
14 9 (1.34%) Tech for Good
15 8 (1.19%) Front Office
16 7 (1.04%) Games
17 6 (0.90%) Automotive
18 5 (0.75%) Aerospace
19 4 (0.60%) Investment Banking
19 4 (0.60%) Telecoms
Libraries, Frameworks & Software Standards
1 79 (11.79%) PySpark
2 51 (7.61%) Kafka
3 13 (1.94%) XML
4 12 (1.79%) JSON
5 10 (1.49%) Pandas
5 10 (1.49%) REST
5 10 (1.49%) Spark Streaming
6 8 (1.19%) .NET
6 8 (1.19%) boto
6 8 (1.19%) React
7 7 (1.04%) PyTorch
7 7 (1.04%) TensorFlow
8 6 (0.90%) Apache NiFi
8 6 (0.90%) AWS CDK
8 6 (0.90%) LangChain
8 6 (0.90%) RabbitMQ
9 5 (0.75%) Django
9 5 (0.75%) HTML
9 5 (0.75%) Snowpark
10 4 (0.60%) ADO
Miscellaneous
1 31 (4.63%) Driving Licence
1 31 (4.63%) Onboarding
2 27 (4.03%) Cloud Native
3 25 (3.73%) Distributed Systems
3 25 (3.73%) Greenfield Project
4 24 (3.58%) Data Structures
5 20 (2.99%) Legacy Systems
6 12 (1.79%) e-Learning
7 9 (1.34%) Algorithms
8 6 (0.90%) Distributed Computing
8 6 (0.90%) Product Ownership
8 6 (0.90%) Reference Data
9 5 (0.75%) Analytical Mindset
9 5 (0.75%) Equities
9 5 (0.75%) Low-Code
10 4 (0.60%) Hedge funds
10 4 (0.60%) Hybrid Cloud
10 4 (0.60%) IoT
10 4 (0.60%) Management Information System
10 4 (0.60%) Virtual Team
Operating Systems
1 8 (1.19%) Unix
2 4 (0.60%) Linux
3 1 (0.15%) Red Hat Enterprise Linux
3 1 (0.15%) Windows
Processes & Methodologies
1 344 (51.34%) Data Engineering
2 302 (45.07%) Data Pipeline
3 300 (44.78%) ETL
4 244 (36.42%) Analytics
5 227 (33.88%) Data Modelling
6 183 (27.31%) CI/CD
7 173 (25.82%) Business Intelligence
8 147 (21.94%) Agile
9 134 (20.00%) Problem-Solving
10 132 (19.70%) DevOps
11 124 (18.51%) Mentoring
12 122 (18.21%) AI
13 112 (16.72%) Decision-Making
14 110 (16.42%) Data Science
15 101 (15.07%) Data Governance
16 94 (14.03%) Machine Learning
17 71 (10.60%) Data Architecture
18 64 (9.55%) Migration
19 58 (8.66%) Visualisation
20 57 (8.51%) Data Integration
Programming Languages
1 450 (67.16%) SQL
2 435 (64.93%) Python
3 61 (9.10%) Java
4 50 (7.46%) Scala
5 42 (6.27%) T-SQL
6 21 (3.13%) C#
7 19 (2.84%) Data Analysis Expressions
8 16 (2.39%) R
9 13 (1.94%) TypeScript
10 10 (1.49%) PowerShell
11 9 (1.34%) Bash
11 9 (1.34%) JavaScript
12 7 (1.04%) C++
12 7 (1.04%) PL/SQL
13 5 (0.75%) Bicep
14 3 (0.45%) Fortran
14 3 (0.45%) Kotlin
14 3 (0.45%) Ruby
15 2 (0.30%) PHP
15 2 (0.30%) PROC SQL
Qualifications
1 69 (10.30%) Security Cleared
2 52 (7.76%) Degree
3 28 (4.18%) SC Cleared
4 20 (2.99%) Computer Science Degree
5 18 (2.69%) Microsoft Certification
6 13 (1.94%) AWS Certification
6 13 (1.94%) Azure Certification
7 12 (1.79%) CISSP
7 12 (1.79%) MCSE
7 12 (1.79%) OCP
7 12 (1.79%) Oracle Certification
8 11 (1.64%) SnowPro
9 10 (1.49%) DV Cleared
10 7 (1.04%) Master's Degree
11 4 (0.60%) BPSS Clearance
11 4 (0.60%) 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
1 107 (15.97%) Data Quality
2 43 (6.42%) GDPR
3 11 (1.64%) QA
4 8 (1.19%) Accessibility
5 6 (0.90%) ISO/IEC 27001
6 4 (0.60%) SLA
7 3 (0.45%) NIST
8 2 (0.30%) GAAP
8 2 (0.30%) GRC
8 2 (0.30%) HIPAA
8 2 (0.30%) IFRS
8 2 (0.30%) IFRS 17
8 2 (0.30%) Solvency II
9 1 (0.15%) California Consumer Privacy Act
9 1 (0.15%) ISO 19650
System Software
1 53 (7.91%) Docker
2 11 (1.64%) HDFS
3 3 (0.45%) Active Directory
4 2 (0.30%) Apache Flume
5 1 (0.15%) Apache ZooKeeper
Systems Management
1 51 (7.61%) Terraform
2 42 (6.27%) Kubernetes
3 9 (1.34%) Ansible
4 5 (0.75%) Grafana
5 3 (0.45%) Argo
5 3 (0.45%) Kibana
5 3 (0.45%) Prometheus
5 3 (0.45%) Puppet
6 2 (0.30%) logstash
6 2 (0.30%) Oozie
6 2 (0.30%) Progress Chef
7 1 (0.15%) Ambari
7 1 (0.15%) ZABBIX
Vendors
1 181 (27.01%) Databricks
2 130 (19.40%) Microsoft
3 39 (5.82%) Oracle
4 14 (2.09%) Informatica
4 14 (2.09%) Palantir
5 11 (1.64%) Google
6 10 (1.49%) Foundry
6 10 (1.49%) SAP
6 10 (1.49%) Talend
7 8 (1.19%) Dataiku
8 7 (1.04%) Cloudera
9 4 (0.60%) Dell
9 4 (0.60%) OpenAI
9 4 (0.60%) Splunk
10 3 (0.45%) Alteryx
10 3 (0.45%) IBM
10 3 (0.45%) Red Hat
11 2 (0.30%) Bloomberg
11 2 (0.30%) MicroStrategy
11 2 (0.30%) Netezza