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 16 November 2025.

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

6 months to
16 Nov 2025
Same period 2024 Same period 2023
Rank 194 184 139
Rank change year-on-year -10 -45 +35
Permanent jobs requiring a Data Engineer 661 910 1,166
As % of all permanent jobs in England 1.44% 1.50% 2.45%
As % of the Job Titles category 1.60% 1.58% 2.57%
Number of salaries quoted 494 732 917
10th Percentile £46,695 £40,000 £46,150
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 41,430 57,448 45,365
% of permanent jobs with a recognized job title 90.57% 94.60% 95.34%
Number of salaries quoted 26,408 32,349 35,124
10th Percentile £28,250 £31,785 £32,000
25th Percentile £35,719 £42,500 £43,750
Median annual salary (50th Percentile) £53,455 £57,500 £60,000
Median % change year-on-year -7.04% -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 16 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 16 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 +20 326 £80,000 -5.88% 446
North of England -13 132 £65,000 - 65
Midlands +69 98 £65,000 +20.93% 72
West Midlands +51 67 £61,250 +13.95% 59
North West +1 67 £60,000 -7.69% 37
Yorkshire +7 53 £67,500 +11.57% 20
South East -27 45 £60,000 +0.84% 108
South West +5 39 £75,000 +36.36% 30
East Midlands +44 31 £67,500 +22.73% 12
North East -6 12 £67,500 -10.00% 8
East of England +1 11 £55,000 +37.50% 24
Data Engineer
UK

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

For the 6 months to 16 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.

1 451 (68.23%) SQL
2 441 (66.72%) Python
3 343 (51.89%) Data Engineering
4 338 (51.13%) Azure
5 300 (45.39%) Data Pipeline
6 299 (45.23%) ETL
7 243 (36.76%) Analytics
8 225 (34.04%) Data Modelling
9 222 (33.59%) Data Warehouse
10 203 (30.71%) AWS
11 180 (27.23%) Databricks
12 177 (26.78%) CI/CD
13 172 (26.02%) Business Intelligence
14 158 (23.90%) Power Platform
15 154 (23.30%) Power BI
16 148 (22.39%) Agile
17 137 (20.73%) Problem-Solving
18 133 (20.12%) DevOps
19 128 (19.36%) Mentoring
20 126 (19.06%) Microsoft
21 124 (18.76%) AI
22 115 (17.40%) Azure Data Factory
23 114 (17.25%) Data Science
24 108 (16.34%) Decision-Making
25 104 (15.73%) Data Lake
26 103 (15.58%) Data Quality
27 101 (15.28%) Data Governance
28 98 (14.83%) Machine Learning
28 98 (14.83%) SQL Server
29 84 (12.71%) 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 (12.10%) Apache Spark
2 59 (8.93%) Apache Airflow
3 38 (5.75%) Apache
4 10 (1.51%) SAS
5 4 (0.61%) Apache Pulsar
5 4 (0.61%) Confluence
6 3 (0.45%) Luigi
7 2 (0.30%) GeoServer
8 1 (0.15%) Apache Solr
8 1 (0.15%) Apache Superset
8 1 (0.15%) Appian
8 1 (0.15%) ArcGIS
8 1 (0.15%) IIS
8 1 (0.15%) Oracle SOA Suite
8 1 (0.15%) Oracle Workflow
Applications
1 6 (0.91%) Microsoft Excel
2 5 (0.76%) 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
1 338 (51.13%) Azure
2 203 (30.71%) AWS
3 158 (23.90%) Power Platform
4 115 (17.40%) Azure Data Factory
5 84 (12.71%) GCP
6 78 (11.80%) Snowflake
7 75 (11.35%) Azure Synapse Analytics
8 57 (8.62%) Serverless
9 52 (7.87%) Amazon S3
9 52 (7.87%) Azure DevOps
10 50 (7.56%) dbt
11 45 (6.81%) AWS Lambda
12 35 (5.30%) SaaS
13 23 (3.48%) AWS Step Functions
14 22 (3.33%) GitHub
15 18 (2.72%) Microsoft Purview
16 15 (2.27%) Amazon EC2
16 15 (2.27%) AWS CloudFormation
16 15 (2.27%) Fivetran
17 14 (2.12%) Amazon Kinesis
Communications & Networking
1 31 (4.69%) Structured Cabling
2 29 (4.39%) Wi-Fi
3 3 (0.45%) Kerberos
4 2 (0.30%) PuTTY
5 1 (0.15%) DAB
5 1 (0.15%) Internet
Database & Business Intelligence
1 222 (33.59%) Data Warehouse
2 154 (23.30%) Power BI
3 104 (15.73%) Data Lake
4 98 (14.83%) SQL Server
5 53 (8.02%) Amazon Redshift
6 49 (7.41%) Big Data
7 42 (6.35%) Metadata
8 39 (5.90%) SQL Server Integration Services
9 38 (5.75%) Hadoop
10 32 (4.84%) Azure SQL Database
11 31 (4.69%) Delta Lake
11 31 (4.69%) NoSQL
12 30 (4.54%) PostgreSQL
12 30 (4.54%) SQL Server Reporting Services
13 29 (4.39%) Tableau
14 28 (4.24%) Relational Database
15 24 (3.63%) MySQL
16 22 (3.33%) Amazon RDS
16 22 (3.33%) SQL Server Analysis Services
17 21 (3.18%) Amazon Athena
Development Applications
1 29 (4.39%) Git
2 13 (1.97%) 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
1 170 (25.72%) Finance
2 146 (22.09%) Social Skills
3 87 (13.16%) Analytical Skills
4 51 (7.72%) Retail
5 47 (7.11%) Law
6 46 (6.96%) Legal
7 45 (6.81%) Marketing
8 37 (5.60%) Inclusion and Diversity
9 32 (4.84%) Public Sector
10 19 (2.87%) Banking
11 17 (2.57%) Manufacturing
12 12 (1.82%) Influencing Skills
13 11 (1.66%) Financial Institution
14 9 (1.36%) Tech for Good
15 8 (1.21%) Front Office
16 6 (0.91%) Games
17 5 (0.76%) Telecoms
18 4 (0.61%) Aerospace
18 4 (0.61%) Automotive
18 4 (0.61%) Investment Banking
Libraries, Frameworks & Software Standards
1 80 (12.10%) PySpark
2 54 (8.17%) Kafka
3 13 (1.97%) XML
4 12 (1.82%) JSON
5 10 (1.51%) Pandas
5 10 (1.51%) REST
5 10 (1.51%) Spark Streaming
6 9 (1.36%) .NET
7 8 (1.21%) boto
8 7 (1.06%) AWS CDK
8 7 (1.06%) PyTorch
8 7 (1.06%) RabbitMQ
8 7 (1.06%) React
8 7 (1.06%) TensorFlow
9 6 (0.91%) Apache NiFi
9 6 (0.91%) LangChain
10 5 (0.76%) Django
10 5 (0.76%) Middleware
11 4 (0.61%) ADO
11 4 (0.61%) HTML
Miscellaneous
1 29 (4.39%) Cloud Native
1 29 (4.39%) Driving Licence
1 29 (4.39%) Onboarding
2 26 (3.93%) Data Structures
2 26 (3.93%) Distributed Systems
3 25 (3.78%) Greenfield Project
4 21 (3.18%) Legacy Systems
5 12 (1.82%) e-Learning
6 9 (1.36%) Algorithms
7 7 (1.06%) Product Ownership
8 6 (0.91%) Distributed Computing
8 6 (0.91%) Low-Code
8 6 (0.91%) Reference Data
9 5 (0.76%) Equities
9 5 (0.76%) IoT
10 4 (0.61%) Hedge funds
10 4 (0.61%) Hybrid Cloud
10 4 (0.61%) Legacy Code
10 4 (0.61%) Mobile Banking
10 4 (0.61%) Virtual Team
Operating Systems
1 8 (1.21%) Unix
2 4 (0.61%) Linux
3 1 (0.15%) Red Hat Enterprise Linux
3 1 (0.15%) Windows
Processes & Methodologies
1 343 (51.89%) Data Engineering
2 300 (45.39%) Data Pipeline
3 299 (45.23%) ETL
4 243 (36.76%) Analytics
5 225 (34.04%) Data Modelling
6 177 (26.78%) CI/CD
7 172 (26.02%) Business Intelligence
8 148 (22.39%) Agile
9 137 (20.73%) Problem-Solving
10 133 (20.12%) DevOps
11 128 (19.36%) Mentoring
12 124 (18.76%) AI
13 114 (17.25%) Data Science
14 108 (16.34%) Decision-Making
15 101 (15.28%) Data Governance
16 98 (14.83%) Machine Learning
17 70 (10.59%) Data Architecture
18 64 (9.68%) Migration
19 62 (9.38%) Visualisation
20 61 (9.23%) Software Engineering
Programming Languages
1 451 (68.23%) SQL
2 441 (66.72%) Python
3 64 (9.68%) Java
4 53 (8.02%) Scala
5 43 (6.51%) T-SQL
6 22 (3.33%) C#
7 20 (3.03%) Data Analysis Expressions
8 17 (2.57%) R
9 13 (1.97%) TypeScript
10 9 (1.36%) Bash
10 9 (1.36%) PowerShell
11 8 (1.21%) JavaScript
12 7 (1.06%) C++
12 7 (1.06%) PL/SQL
13 5 (0.76%) Bicep
14 4 (0.61%) Kotlin
15 3 (0.45%) Fortran
16 2 (0.30%) Ruby
16 2 (0.30%) Shell Script
16 2 (0.30%) VBA
Qualifications
1 70 (10.59%) Security Cleared
2 53 (8.02%) Degree
3 33 (4.99%) SC Cleared
4 20 (3.03%) Computer Science Degree
5 18 (2.72%) Microsoft Certification
6 14 (2.12%) AWS Certification
6 14 (2.12%) 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 (1.66%) SnowPro
9 10 (1.51%) 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
1 103 (15.58%) Data Quality
2 45 (6.81%) GDPR
3 11 (1.66%) QA
4 7 (1.06%) Accessibility
4 7 (1.06%) ISO/IEC 27001
5 3 (0.45%) NIST
5 3 (0.45%) SLA
6 2 (0.30%) GAAP
6 2 (0.30%) GRC
6 2 (0.30%) HIPAA
6 2 (0.30%) IFRS
6 2 (0.30%) IFRS 17
6 2 (0.30%) Solvency II
7 1 (0.15%) California Consumer Privacy Act
7 1 (0.15%) ISO 19650
System Software
1 55 (8.32%) Docker
2 11 (1.66%) HDFS
3 3 (0.45%) Active Directory
4 2 (0.30%) Apache Flume
5 1 (0.15%) Apache ZooKeeper
Systems Management
1 53 (8.02%) Terraform
2 44 (6.66%) Kubernetes
3 10 (1.51%) Ansible
4 6 (0.91%) Grafana
5 4 (0.61%) Prometheus
6 3 (0.45%) Kibana
6 3 (0.45%) Puppet
7 2 (0.30%) Argo
7 2 (0.30%) logstash
7 2 (0.30%) Oozie
7 2 (0.30%) Progress Chef
8 1 (0.15%) Ambari
8 1 (0.15%) ZABBIX
Vendors
1 180 (27.23%) Databricks
2 126 (19.06%) Microsoft
3 38 (5.75%) Oracle
4 17 (2.57%) Palantir
5 14 (2.12%) Informatica
6 12 (1.82%) SAP
7 11 (1.66%) Google
8 10 (1.51%) Foundry
9 8 (1.21%) Dataiku
9 8 (1.21%) Talend
10 7 (1.06%) Cloudera
11 5 (0.76%) Splunk
12 4 (0.61%) Dell
12 4 (0.61%) OpenAI
13 3 (0.45%) Alteryx
13 3 (0.45%) IBM
14 2 (0.30%) Bloomberg
14 2 (0.30%) MicroStrategy
14 2 (0.30%) Red Hat
15 1 (0.15%) SimCorp