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 19 November 2025.

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

6 months to
19 Nov 2025
Same period 2024 Same period 2023
Rank 186 183 138
Rank change year-on-year -3 -45 +35
Permanent jobs requiring a Data Engineer 670 907 1,148
As % of all permanent jobs in England 1.46% 1.51% 2.46%
As % of the Job Titles category 1.61% 1.60% 2.58%
Number of salaries quoted 498 728 899
10th Percentile £46,250 £40,000 £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 £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 41,626 56,727 44,417
% of permanent jobs with a recognized job title 90.55% 94.37% 95.31%
Number of salaries quoted 26,646 31,734 34,381
10th Percentile £28,250 £32,000 £32,000
25th Percentile £35,750 £42,500 £43,750
Median annual salary (50th Percentile) £54,000 £57,500 £60,000
Median % change year-on-year -6.09% -4.17% -
75th Percentile £75,000 £77,250 £80,000
90th Percentile £95,000 £95,000 £100,000
UK median annual salary £53,000 £57,500 £60,000
% change year-on-year -7.83% -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 19 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 19 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 +12 327 £80,000 -5.88% 430
North of England -4 132 £65,000 - 69
Midlands +68 98 £65,000 +18.18% 63
West Midlands +42 68 £61,250 +11.36% 53
North West -14 67 £60,000 -7.69% 39
Yorkshire +4 53 £67,500 +9.76% 22
South East -20 49 £60,000 +2.56% 103
South West +5 40 £72,500 +31.82% 34
East Midlands +42 30 £67,500 +22.73% 9
East of England -1 12 £53,750 +34.38% 22
North East -15 12 £67,500 -8.47% 8
Data Engineer
UK

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

For the 6 months to 19 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.

1 455 (67.91%) SQL
2 444 (66.27%) Python
3 346 (51.64%) Data Engineering
4 339 (50.60%) Azure
5 303 (45.22%) Data Pipeline
6 301 (44.93%) ETL
7 246 (36.72%) Analytics
8 227 (33.88%) Data Modelling
9 222 (33.13%) Data Warehouse
10 203 (30.30%) AWS
11 182 (27.16%) Databricks
12 180 (26.87%) CI/CD
13 172 (25.67%) Business Intelligence
14 157 (23.43%) Power Platform
15 153 (22.84%) Power BI
16 148 (22.09%) Agile
17 139 (20.75%) Problem-Solving
18 134 (20.00%) DevOps
19 127 (18.96%) Mentoring
19 127 (18.96%) Microsoft
20 126 (18.81%) AI
21 114 (17.01%) Azure Data Factory
22 113 (16.87%) Data Science
23 109 (16.27%) Decision-Making
24 106 (15.82%) Data Lake
25 104 (15.52%) Data Quality
26 102 (15.22%) Data Governance
27 98 (14.63%) Machine Learning
28 97 (14.48%) SQL Server
29 85 (12.69%) 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 81 (12.09%) Apache Spark
2 60 (8.96%) Apache Airflow
3 40 (5.97%) Apache
4 11 (1.64%) SAS
5 4 (0.60%) Apache Pulsar
5 4 (0.60%) 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 (0.90%) 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
2 203 (30.30%) AWS
3 157 (23.43%) Power Platform
4 114 (17.01%) Azure Data Factory
5 85 (12.69%) GCP
6 79 (11.79%) Snowflake
7 75 (11.19%) Azure Synapse Analytics
8 57 (8.51%) Serverless
9 52 (7.76%) Amazon S3
9 52 (7.76%) Azure DevOps
10 51 (7.61%) dbt
11 45 (6.72%) AWS Lambda
12 35 (5.22%) SaaS
13 23 (3.43%) AWS Step Functions
13 23 (3.43%) GitHub
14 18 (2.69%) Microsoft Purview
15 15 (2.24%) Amazon EC2
15 15 (2.24%) AWS CloudFormation
15 15 (2.24%) Fivetran
16 14 (2.09%) Amazon Kinesis
Communications & Networking
1 31 (4.63%) Structured Cabling
2 29 (4.33%) 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 (33.13%) Data Warehouse
2 153 (22.84%) Power BI
3 106 (15.82%) Data Lake
4 97 (14.48%) SQL Server
5 53 (7.91%) Amazon Redshift
6 49 (7.31%) Big Data
7 42 (6.27%) Metadata
8 37 (5.52%) Hadoop
8 37 (5.52%) SQL Server Integration Services
9 32 (4.78%) Azure SQL Database
9 32 (4.78%) Delta Lake
9 32 (4.78%) NoSQL
10 30 (4.48%) PostgreSQL
10 30 (4.48%) SQL Server Reporting Services
11 29 (4.33%) Tableau
12 28 (4.18%) Relational Database
13 24 (3.58%) MySQL
14 22 (3.28%) Amazon RDS
14 22 (3.28%) SQL Server Analysis Services
15 21 (3.13%) Amazon Athena
Development Applications
1 32 (4.78%) Git
2 14 (2.09%) JIRA
3 12 (1.79%) Jenkins
4 4 (0.60%) GitLab
4 4 (0.60%) Spinnaker
4 4 (0.60%) 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%) LabVIEW
6 1 (0.15%) SQL Server Management Studio (SSMS)
General
1 171 (25.52%) Finance
2 147 (21.94%) Social Skills
3 87 (12.99%) Analytical Skills
4 51 (7.61%) Retail
5 48 (7.16%) Law
6 46 (6.87%) Legal
7 45 (6.72%) Marketing
8 37 (5.52%) Inclusion and Diversity
9 32 (4.78%) Public Sector
10 19 (2.84%) Banking
11 18 (2.69%) Manufacturing
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 6 (0.90%) Games
17 5 (0.75%) Aerospace
17 5 (0.75%) Telecoms
18 4 (0.60%) Automotive
18 4 (0.60%) Electronics
Libraries, Frameworks & Software Standards
1 79 (11.79%) PySpark
2 54 (8.06%) 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 9 (1.34%) .NET
7 8 (1.19%) boto
7 8 (1.19%) React
8 7 (1.04%) AWS CDK
8 7 (1.04%) PyTorch
8 7 (1.04%) RabbitMQ
8 7 (1.04%) TensorFlow
9 6 (0.90%) Apache NiFi
9 6 (0.90%) LangChain
10 5 (0.75%) Django
10 5 (0.75%) HTML
10 5 (0.75%) Middleware
11 4 (0.60%) RESTful
Miscellaneous
1 30 (4.48%) Cloud Native
1 30 (4.48%) Onboarding
2 29 (4.33%) Driving Licence
3 26 (3.88%) Data Structures
3 26 (3.88%) Distributed Systems
4 25 (3.73%) Greenfield Project
5 21 (3.13%) Legacy Systems
6 12 (1.79%) e-Learning
7 9 (1.34%) Algorithms
8 7 (1.04%) Product Ownership
9 6 (0.90%) Distributed Computing
9 6 (0.90%) Low-Code
9 6 (0.90%) Reference Data
10 5 (0.75%) Equities
10 5 (0.75%) IoT
11 4 (0.60%) Hedge funds
11 4 (0.60%) Hybrid Cloud
11 4 (0.60%) Management Information System
11 4 (0.60%) Mobile Banking
11 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
1 346 (51.64%) Data Engineering
2 303 (45.22%) Data Pipeline
3 301 (44.93%) ETL
4 246 (36.72%) Analytics
5 227 (33.88%) Data Modelling
6 180 (26.87%) CI/CD
7 172 (25.67%) Business Intelligence
8 148 (22.09%) Agile
9 139 (20.75%) Problem-Solving
10 134 (20.00%) DevOps
11 127 (18.96%) Mentoring
12 126 (18.81%) AI
13 113 (16.87%) Data Science
14 109 (16.27%) Decision-Making
15 102 (15.22%) Data Governance
16 98 (14.63%) Machine Learning
17 70 (10.45%) Data Architecture
18 63 (9.40%) Migration
19 60 (8.96%) Software Engineering
19 60 (8.96%) Visualisation
Programming Languages
1 455 (67.91%) SQL
2 444 (66.27%) Python
3 64 (9.55%) Java
4 53 (7.91%) Scala
5 43 (6.42%) T-SQL
6 22 (3.28%) C#
7 20 (2.99%) Data Analysis Expressions
8 17 (2.54%) R
9 14 (2.09%) TypeScript
10 9 (1.34%) Bash
10 9 (1.34%) JavaScript
10 9 (1.34%) PowerShell
11 7 (1.04%) C++
11 7 (1.04%) PL/SQL
12 6 (0.90%) Bicep
13 4 (0.60%) Kotlin
14 3 (0.45%) Fortran
14 3 (0.45%) Ruby
15 2 (0.30%) PHP
15 2 (0.30%) VBA
Qualifications
1 69 (10.30%) Security Cleared
2 54 (8.06%) Degree
3 31 (4.63%) SC Cleared
4 21 (3.13%) 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%) DV Cleared
8 11 (1.64%) SnowPro
9 7 (1.04%) Master's Degree
10 4 (0.60%) BPSS Clearance
10 4 (0.60%) ISTQB
11 1 (0.15%) HNC
11 1 (0.15%) HND
11 1 (0.15%) PhD
11 1 (0.15%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 104 (15.52%) Data Quality
2 45 (6.72%) GDPR
3 11 (1.64%) QA
4 7 (1.04%) Accessibility
4 7 (1.04%) 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 57 (8.51%) 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 53 (7.91%) Terraform
2 46 (6.87%) Kubernetes
3 10 (1.49%) Ansible
4 6 (0.90%) Grafana
5 4 (0.60%) Prometheus
6 3 (0.45%) Argo
6 3 (0.45%) Kibana
6 3 (0.45%) Puppet
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
1 182 (27.16%) Databricks
2 127 (18.96%) Microsoft
3 39 (5.82%) Oracle
4 17 (2.54%) Palantir
5 14 (2.09%) Informatica
6 12 (1.79%) SAP
7 11 (1.64%) Google
8 10 (1.49%) Foundry
9 9 (1.34%) Talend
10 8 (1.19%) Dataiku
11 7 (1.04%) Cloudera
12 5 (0.75%) Splunk
13 4 (0.60%) Dell
13 4 (0.60%) OpenAI
14 3 (0.45%) Alteryx
14 3 (0.45%) IBM
14 3 (0.45%) Red Hat
15 2 (0.30%) Bloomberg
15 2 (0.30%) MicroStrategy
16 1 (0.15%) NetApp