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 6 December 2025.

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

6 months to
6 Dec 2025
Same period 2024 Same period 2023
Rank 187 185 134
Rank change year-on-year -2 -51 +28
Permanent jobs requiring a Data Engineer 689 872 1,114
As % of all permanent jobs in England 1.42% 1.55% 2.48%
As % of the Job Titles category 1.57% 1.65% 2.61%
Number of salaries quoted 514 699 867
10th Percentile £46,695 £41,253 £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 £115,000 £105,000
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 43,942 52,815 42,727
% of permanent jobs with a recognized job title 90.38% 93.87% 95.11%
Number of salaries quoted 28,046 29,361 33,392
10th Percentile £28,250 £32,500 £32,000
25th Percentile £36,250 £43,710 £43,750
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -
75th Percentile £75,000 £77,500 £80,000
90th Percentile £95,000 £96,250 £100,000
UK median annual salary £55,000 £57,965 £60,000
% change year-on-year -5.11% -3.39% -

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 6 December 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 6 December 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 +25 330 £80,000 -5.88% 158
North of England -15 124 £65,000 - 75
Midlands +64 112 £65,000 +18.18% 37
West Midlands +52 86 £61,250 +11.36% 29
North West +5 60 £60,000 - 53
South East -19 56 £60,000 +0.42% 113
Yorkshire -3 53 £67,500 +8.00% 14
South West +14 40 £72,500 +31.82% 24
East Midlands +28 26 £67,500 +18.42% 8
East of England +12 14 £52,500 +17.98% 17
North East -10 11 £58,199 -22.40% 8
Data Engineer
UK

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

For the 6 months to 6 December 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 (65.46%) SQL
2 422 (61.25%) Python
3 338 (49.06%) Azure
3 338 (49.06%) Data Engineering
4 302 (43.83%) Data Pipeline
5 295 (42.82%) ETL
6 254 (36.87%) Analytics
7 229 (33.24%) Data Modelling
8 223 (32.37%) Data Warehouse
9 198 (28.74%) AWS
10 182 (26.42%) Databricks
11 180 (26.12%) CI/CD
12 174 (25.25%) Business Intelligence
13 159 (23.08%) Power Platform
14 156 (22.64%) Power BI
15 137 (19.88%) Agile
16 133 (19.30%) Problem-Solving
17 129 (18.72%) DevOps
18 126 (18.29%) Microsoft
19 120 (17.42%) Azure Data Factory
20 116 (16.84%) AI
20 116 (16.84%) Mentoring
21 114 (16.55%) Decision-Making
22 112 (16.26%) Data Science
23 110 (15.97%) Data Lake
23 110 (15.97%) Data Quality
24 106 (15.38%) Data Governance
25 99 (14.37%) SQL Server
26 95 (13.79%) Machine Learning
27 83 (12.05%) 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 74 (10.74%) Apache Spark
2 55 (7.98%) Apache Airflow
3 43 (6.24%) Apache
4 13 (1.89%) SAS
5 3 (0.44%) Luigi
6 2 (0.29%) Confluence
6 2 (0.29%) GeoServer
7 1 (0.15%) Apache Pulsar
7 1 (0.15%) Apache Solr
7 1 (0.15%) Apache Superset
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 8 (1.16%) Microsoft Excel
2 5 (0.73%) Microsoft Office
3 2 (0.29%) Microsoft PowerPoint
4 1 (0.15%) Chatbot
4 1 (0.15%) Notion
4 1 (0.15%) Spreadsheet
Business Applications
1 2 (0.29%) Aladdin
2 1 (0.15%) Oracle BPM
2 1 (0.15%) SAP ERP
2 1 (0.15%) SimCorp Dimension
Cloud Services
1 338 (49.06%) Azure
2 198 (28.74%) AWS
3 159 (23.08%) Power Platform
4 120 (17.42%) Azure Data Factory
5 83 (12.05%) GCP
6 78 (11.32%) Azure Synapse Analytics
6 78 (11.32%) Snowflake
7 53 (7.69%) Azure DevOps
8 50 (7.26%) dbt
8 50 (7.26%) Serverless
9 48 (6.97%) Amazon S3
10 42 (6.10%) AWS Lambda
11 36 (5.22%) SaaS
12 25 (3.63%) GitHub
13 23 (3.34%) AWS Step Functions
14 19 (2.76%) Microsoft Purview
15 16 (2.32%) Fivetran
16 15 (2.18%) Amazon Kinesis
17 14 (2.03%) Amazon EC2
17 14 (2.03%) Matillion
Communications & Networking
1 33 (4.79%) Structured Cabling
2 30 (4.35%) Wi-Fi
3 3 (0.44%) Kerberos
4 2 (0.29%) PuTTY
5 1 (0.15%) DAB
Database & Business Intelligence
1 223 (32.37%) Data Warehouse
2 156 (22.64%) Power BI
3 110 (15.97%) Data Lake
4 99 (14.37%) SQL Server
5 52 (7.55%) Amazon Redshift
6 48 (6.97%) Big Data
7 46 (6.68%) Metadata
8 38 (5.52%) SQL Server Integration Services
9 36 (5.22%) Azure SQL Database
10 35 (5.08%) Hadoop
11 33 (4.79%) Delta Lake
11 33 (4.79%) NoSQL
12 32 (4.64%) SQL Server Reporting Services
13 27 (3.92%) MySQL
13 27 (3.92%) PostgreSQL
14 25 (3.63%) Relational Database
14 25 (3.63%) Tableau
15 22 (3.19%) SQL Server Analysis Services
16 21 (3.05%) Amazon RDS
17 20 (2.90%) Amazon Athena
Development Applications
1 41 (5.95%) Git
2 12 (1.74%) JIRA
3 9 (1.31%) Jenkins
4 4 (0.58%) GitLab
4 4 (0.58%) MLflow
5 2 (0.29%) CircleCI
5 2 (0.29%) LabVIEW
6 1 (0.15%) Bitbucket
6 1 (0.15%) Deequ
6 1 (0.15%) Selenium
6 1 (0.15%) Spinnaker
6 1 (0.15%) Terragrunt
General
1 162 (23.51%) Finance
2 142 (20.61%) Social Skills
3 82 (11.90%) Analytical Skills
4 47 (6.82%) Retail
5 45 (6.53%) Legal
6 34 (4.93%) Law
7 31 (4.50%) Marketing
8 24 (3.48%) Public Sector
9 23 (3.34%) Inclusion and Diversity
10 17 (2.47%) Manufacturing
11 13 (1.89%) Banking
12 12 (1.74%) Influencing Skills
13 11 (1.60%) Financial Institution
14 9 (1.31%) Tech for Good
15 7 (1.02%) Games
16 6 (0.87%) Aerospace
16 6 (0.87%) Automotive
16 6 (0.87%) Front Office
17 4 (0.58%) Investment Banking
17 4 (0.58%) Wearables
Libraries, Frameworks & Software Standards
1 75 (10.89%) PySpark
2 49 (7.11%) Kafka
3 13 (1.89%) XML
4 12 (1.74%) JSON
5 11 (1.60%) Pandas
5 11 (1.60%) PyTorch
5 11 (1.60%) TensorFlow
6 10 (1.45%) LangChain
6 10 (1.45%) REST
6 10 (1.45%) Spark Streaming
7 8 (1.16%) boto
7 8 (1.16%) HTML
8 7 (1.02%) .NET
9 6 (0.87%) React
9 6 (0.87%) scikit-learn
10 5 (0.73%) Apache NiFi
10 5 (0.73%) Snowpark
11 4 (0.58%) AWS CDK
11 4 (0.58%) Node.js
11 4 (0.58%) RabbitMQ
Miscellaneous
1 31 (4.50%) Driving Licence
1 31 (4.50%) Onboarding
2 26 (3.77%) Greenfield Project
3 24 (3.48%) Cloud Native
3 24 (3.48%) Distributed Systems
4 19 (2.76%) Data Structures
5 14 (2.03%) Legacy Systems
6 12 (1.74%) e-Learning
7 8 (1.16%) Algorithms
8 7 (1.02%) Distributed Computing
9 6 (0.87%) Product Ownership
10 5 (0.73%) Low-Code
11 4 (0.58%) AI Agents
11 4 (0.58%) Analytical Mindset
11 4 (0.58%) Equities
11 4 (0.58%) Hybrid Cloud
11 4 (0.58%) IoT
11 4 (0.58%) Management Information System
11 4 (0.58%) Self-Motivation
11 4 (0.58%) Virtual Team
Operating Systems
1 8 (1.16%) Unix
2 4 (0.58%) Linux
3 1 (0.15%) Red Hat Enterprise Linux
3 1 (0.15%) Windows
Processes & Methodologies
1 338 (49.06%) Data Engineering
2 302 (43.83%) Data Pipeline
3 295 (42.82%) ETL
4 254 (36.87%) Analytics
5 229 (33.24%) Data Modelling
6 180 (26.12%) CI/CD
7 174 (25.25%) Business Intelligence
8 137 (19.88%) Agile
9 133 (19.30%) Problem-Solving
10 129 (18.72%) DevOps
11 116 (16.84%) AI
11 116 (16.84%) Mentoring
12 114 (16.55%) Decision-Making
13 112 (16.26%) Data Science
14 106 (15.38%) Data Governance
15 95 (13.79%) Machine Learning
16 67 (9.72%) Data Architecture
17 62 (9.00%) Data Integration
18 61 (8.85%) Migration
19 54 (7.84%) Visualisation
Programming Languages
1 451 (65.46%) SQL
2 422 (61.25%) Python
3 52 (7.55%) Scala
4 46 (6.68%) Java
5 42 (6.10%) T-SQL
6 21 (3.05%) C#
7 19 (2.76%) Data Analysis Expressions
8 16 (2.32%) R
9 13 (1.89%) Bash
10 11 (1.60%) PowerShell
11 8 (1.16%) TypeScript
12 7 (1.02%) PL/SQL
13 5 (0.73%) Bicep
13 5 (0.73%) JavaScript
13 5 (0.73%) PHP
14 3 (0.44%) C++
14 3 (0.44%) Fortran
14 3 (0.44%) Ruby
15 2 (0.29%) PROC SQL
15 2 (0.29%) Shell Script
Qualifications
1 69 (10.01%) Security Cleared
2 46 (6.68%) Degree
3 27 (3.92%) SC Cleared
4 18 (2.61%) Microsoft Certification
5 15 (2.18%) Computer Science Degree
6 13 (1.89%) AWS Certification
7 12 (1.74%) 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 (1.60%) DV Cleared
8 11 (1.60%) SnowPro
9 8 (1.16%) Master's Degree
10 4 (0.58%) BPSS Clearance
10 4 (0.58%) 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
1 110 (15.97%) Data Quality
2 44 (6.39%) GDPR
3 8 (1.16%) Accessibility
3 8 (1.16%) QA
4 5 (0.73%) ISO/IEC 27001
5 4 (0.58%) SLA
6 2 (0.29%) HIPAA
6 2 (0.29%) NIST
7 1 (0.15%) California Consumer Privacy Act
7 1 (0.15%) GAAP
7 1 (0.15%) IFRS
7 1 (0.15%) IFRS 17
7 1 (0.15%) Solvency II
System Software
1 51 (7.40%) Docker
2 11 (1.60%) HDFS
3 3 (0.44%) Active Directory
4 2 (0.29%) Apache Flume
5 1 (0.15%) Apache ZooKeeper
Systems Management
1 45 (6.53%) Terraform
2 40 (5.81%) Kubernetes
3 7 (1.02%) Ansible
4 3 (0.44%) Argo
4 3 (0.44%) Grafana
4 3 (0.44%) Kibana
4 3 (0.44%) Puppet
5 2 (0.29%) logstash
5 2 (0.29%) Oozie
5 2 (0.29%) Progress Chef
6 1 (0.15%) Ambari
6 1 (0.15%) Prometheus
6 1 (0.15%) ZABBIX
Vendors
1 182 (26.42%) Databricks
2 126 (18.29%) Microsoft
3 43 (6.24%) Oracle
4 15 (2.18%) Informatica
5 11 (1.60%) Google
5 11 (1.60%) Talend
6 8 (1.16%) Dataiku
6 8 (1.16%) SAP
7 7 (1.02%) Cloudera
7 7 (1.02%) Palantir
8 4 (0.58%) Dell
8 4 (0.58%) OpenAI
9 3 (0.44%) Alteryx
9 3 (0.44%) IBM
9 3 (0.44%) Red Hat
10 2 (0.29%) Bloomberg
10 2 (0.29%) Foundry
10 2 (0.29%) MicroStrategy
10 2 (0.29%) Netezza
10 2 (0.29%) Splunk