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 8 February 2026.

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

6 months to
8 Feb 2026
Same period 2025 Same period 2024
Rank 146 189 139
Rank change year-on-year +43 -50 +23
Permanent jobs requiring a Data Engineer 864 744 1,398
As % of all permanent jobs in England 1.50% 1.63% 2.12%
As % of the Job Titles category 1.65% 1.78% 2.23%
Number of salaries quoted 647 577 1,096
10th Percentile £46,000 £46,250 £35,000
25th Percentile £56,625 £53,750 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -7.14%
75th Percentile £85,000 £95,000 £85,000
90th Percentile £100,000 £115,000 £98,750
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% -7.14%

All Permanent IT Job Roles
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 52,463 41,887 62,653
% of permanent jobs with a recognized job title 91.12% 91.66% 94.83%
Number of salaries quoted 33,551 21,942 50,063
10th Percentile £29,000 £33,500 £29,000
25th Percentile £37,750 £45,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -11.31%
75th Percentile £75,000 £80,000 £75,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -8.33%

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 8 February 2026.

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 8 February 2026. 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 +34 378 £81,250 -4.41% 188
North of England +17 132 £65,000 +4.00% 89
Midlands +53 125 £60,000 +9.09% 42
West Midlands +58 103 £60,000 +9.09% 33
South East 0 98 £65,000 -7.14% 111
North West +38 75 £62,500 +8.58% 53
South West +24 63 £65,000 +20.93% 37
East of England +42 50 £65,000 +8.33% 11
Yorkshire -21 46 £65,000 +4.00% 29
East Midlands -16 22 £65,000 +16.07% 9
North East -5 11 £65,000 +1.96% 9
Data Engineer
UK

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

For the 6 months to 8 February 2026, 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.

1 444 (51.39%) SQL
2 419 (48.50%) Python
3 387 (44.79%) Data Engineering
4 368 (42.59%) Data Pipeline
5 331 (38.31%) ETL
6 321 (37.15%) Azure
7 319 (36.92%) Analytics
8 238 (27.55%) Data Modelling
9 210 (24.31%) AWS
10 195 (22.57%) Databricks
11 187 (21.64%) Business Intelligence
12 185 (21.41%) Data Warehouse
13 178 (20.60%) CI/CD
14 148 (17.13%) Data Quality
14 148 (17.13%) Power Platform
15 146 (16.90%) Power BI
16 143 (16.55%) AI
17 142 (16.44%) Agile
18 135 (15.63%) Data Science
19 130 (15.05%) DevOps
19 130 (15.05%) Security Cleared
20 126 (14.58%) Data Governance
21 125 (14.47%) Azure Data Factory
22 124 (14.35%) Decision-Making
23 118 (13.66%) Problem-Solving
24 117 (13.54%) Microsoft
25 116 (13.43%) Data Lake
26 110 (12.73%) Mentoring
27 109 (12.62%) Machine Learning
28 90 (10.42%) SQL Server

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 75 (8.68%) Apache Airflow
1 75 (8.68%) Apache Spark
2 56 (6.48%) Apache
3 14 (1.62%) SAS
4 6 (0.69%) Confluence
5 3 (0.35%) Luigi
5 3 (0.35%) Palantir Foundry
6 2 (0.23%) Apache Qpid
7 1 (0.12%) Apache Solr
7 1 (0.12%) ArcGIS
7 1 (0.12%) GeoServer
7 1 (0.12%) IIS
7 1 (0.12%) Oracle Application Server
7 1 (0.12%) Oracle SOA Suite
Applications
1 8 (0.93%) Microsoft Excel
1 8 (0.93%) Microsoft Office
2 2 (0.23%) Chatbot
2 2 (0.23%) Microsoft PowerPoint
3 1 (0.12%) Notion
3 1 (0.12%) Spreadsheet
Business Applications
1 1 (0.12%) NetSuite
1 1 (0.12%) Oracle BPM
1 1 (0.12%) SAP ERP
1 1 (0.12%) SimCorp Dimension
Cloud Services
1 321 (37.15%) Azure
2 210 (24.31%) AWS
3 148 (17.13%) Power Platform
4 125 (14.47%) Azure Data Factory
5 87 (10.07%) GCP
6 80 (9.26%) Snowflake
7 78 (9.03%) Azure Synapse Analytics
8 60 (6.94%) Amazon S3
9 59 (6.83%) dbt
10 51 (5.90%) Azure DevOps
11 43 (4.98%) Serverless
12 37 (4.28%) AWS Lambda
13 33 (3.82%) SaaS
14 26 (3.01%) GitHub
15 22 (2.55%) Amazon Kinesis
16 20 (2.31%) AWS Step Functions
17 19 (2.20%) Fivetran
18 14 (1.62%) Matillion
19 13 (1.50%) Microsoft Purview
20 12 (1.39%) Amazon SageMaker
Communications & Networking
1 48 (5.56%) Structured Cabling
2 43 (4.98%) Wi-Fi
3 6 (0.69%) Broadband
4 3 (0.35%) Kerberos
5 1 (0.12%) DAB
5 1 (0.12%) LTE
5 1 (0.12%) Software-Defined Radio
5 1 (0.12%) Wireless
Database & Business Intelligence
1 185 (21.41%) Data Warehouse
2 146 (16.90%) Power BI
3 116 (13.43%) Data Lake
4 90 (10.42%) SQL Server
5 55 (6.37%) Amazon Redshift
6 54 (6.25%) Metadata
7 49 (5.67%) Big Data
8 42 (4.86%) Azure SQL Database
9 40 (4.63%) SQL Server Integration Services
10 37 (4.28%) Delta Lake
11 33 (3.82%) SQL Server Reporting Services
12 30 (3.47%) NoSQL
13 29 (3.36%) Hadoop
13 29 (3.36%) Relational Database
13 29 (3.36%) Tableau
14 26 (3.01%) MySQL
14 26 (3.01%) PostgreSQL
15 25 (2.89%) BigQuery
16 23 (2.66%) Amazon Athena
17 22 (2.55%) Apache Iceberg
Development Applications
1 53 (6.13%) Git
2 8 (0.93%) Jenkins
2 8 (0.93%) JIRA
2 8 (0.93%) MLflow
3 5 (0.58%) GitLab
4 4 (0.46%) LabVIEW
5 2 (0.23%) Deequ
5 2 (0.23%) TeamCity
6 1 (0.12%) Bitbucket
6 1 (0.12%) DBeaver
6 1 (0.12%) Robot Framework
6 1 (0.12%) Selenium
6 1 (0.12%) SQL Server Management Studio (SSMS)
6 1 (0.12%) Visual Studio
General
1 176 (20.37%) Finance
2 128 (14.81%) Social Skills
3 74 (8.56%) Analytical Skills
4 55 (6.37%) Public Sector
5 45 (5.21%) Legal
6 30 (3.47%) Law
6 30 (3.47%) Manufacturing
7 23 (2.66%) Marketing
8 20 (2.31%) Telecoms
9 19 (2.20%) Retail
10 18 (2.08%) Inclusion and Diversity
11 16 (1.85%) Banking
12 12 (1.39%) Influencing Skills
13 11 (1.27%) Automotive
13 11 (1.27%) Documentation Skills
14 10 (1.16%) Financial Institution
15 8 (0.93%) Aerospace
16 7 (0.81%) Organisational Skills
17 6 (0.69%) Front Office
17 6 (0.69%) Military
Libraries, Frameworks & Software Standards
1 85 (9.84%) PySpark
2 57 (6.60%) Kafka
3 17 (1.97%) LangChain
4 13 (1.50%) Pandas
4 13 (1.50%) PyTorch
5 12 (1.39%) TensorFlow
6 8 (0.93%) boto
6 8 (0.93%) HTML
6 8 (0.93%) REST
6 8 (0.93%) Spark Streaming
7 7 (0.81%) JSON
7 7 (0.81%) XML
8 6 (0.69%) Apache NiFi
9 5 (0.58%) NumPy
9 5 (0.58%) pytest
9 5 (0.58%) scikit-learn
9 5 (0.58%) Snowpark
9 5 (0.58%) Streamlit
10 4 (0.46%) Node.js
10 4 (0.46%) RabbitMQ
Miscellaneous
1 34 (3.94%) Driving Licence
2 31 (3.59%) Onboarding
3 24 (2.78%) Cloud Native
3 24 (2.78%) Distributed Systems
4 23 (2.66%) Greenfield Project
5 18 (2.08%) Legacy Systems
6 15 (1.74%) Data Centre
7 14 (1.62%) Fibre Optics
8 12 (1.39%) Product Ownership
9 11 (1.27%) Data Structures
9 11 (1.27%) Self-Motivation
10 10 (1.16%) AI Agents
10 10 (1.16%) e-Learning
11 9 (1.04%) Distributed Computing
12 7 (0.81%) Algorithms
13 5 (0.58%) Low-Code
13 5 (0.58%) Management Information System
13 5 (0.58%) Replication
13 5 (0.58%) Video\Live Streaming
14 4 (0.46%) Analytical Mindset
Operating Systems
1 11 (1.27%) Linux
2 6 (0.69%) Unix
3 1 (0.12%) Red Hat Enterprise Linux
3 1 (0.12%) Windows
Processes & Methodologies
1 387 (44.79%) Data Engineering
2 368 (42.59%) Data Pipeline
3 331 (38.31%) ETL
4 319 (36.92%) Analytics
5 238 (27.55%) Data Modelling
6 187 (21.64%) Business Intelligence
7 178 (20.60%) CI/CD
8 143 (16.55%) AI
9 142 (16.44%) Agile
10 135 (15.63%) Data Science
11 130 (15.05%) DevOps
12 126 (14.58%) Data Governance
13 124 (14.35%) Decision-Making
14 118 (13.66%) Problem-Solving
15 110 (12.73%) Mentoring
16 109 (12.62%) Machine Learning
17 73 (8.45%) Data Architecture
18 72 (8.33%) Data Integration
19 55 (6.37%) Visualisation
20 54 (6.25%) Migration
Programming Languages
1 444 (51.39%) SQL
2 419 (48.50%) Python
3 59 (6.83%) Scala
4 41 (4.75%) Java
5 36 (4.17%) T-SQL
6 20 (2.31%) Bash
7 18 (2.08%) Data Analysis Expressions
8 17 (1.97%) C#
9 12 (1.39%) PowerShell
9 12 (1.39%) R
10 6 (0.69%) Bicep
10 6 (0.69%) TypeScript
11 5 (0.58%) C++
11 5 (0.58%) Groovy
11 5 (0.58%) JavaScript
11 5 (0.58%) PHP
12 3 (0.35%) Ruby
13 2 (0.23%) Go
13 2 (0.23%) PL/SQL
13 2 (0.23%) Rust
Qualifications
1 130 (15.05%) Security Cleared
2 74 (8.56%) SC Cleared
3 54 (6.25%) Degree
4 22 (2.55%) Computer Science Degree
5 18 (2.08%) DV Cleared
6 15 (1.74%) Microsoft Certification
7 12 (1.39%) Azure Certification
7 12 (1.39%) CISSP
7 12 (1.39%) MCSE
7 12 (1.39%) OCP
7 12 (1.39%) Oracle Certification
8 9 (1.04%) Master's Degree
9 8 (0.93%) AWS Certification
10 7 (0.81%) BPSS Clearance
11 6 (0.69%) SnowPro
12 3 (0.35%) AWS Certified Solutions Architect
13 2 (0.23%) PhD
14 1 (0.12%) CITP
14 1 (0.12%) HNC
14 1 (0.12%) HND
Quality Assurance & Compliance
1 148 (17.13%) Data Quality
2 47 (5.44%) GDPR
3 11 (1.27%) Accessibility
4 9 (1.04%) ISO/IEC 27001
5 8 (0.93%) SLA
6 5 (0.58%) QA
7 2 (0.23%) HIPAA
8 1 (0.12%) California Consumer Privacy Act
8 1 (0.12%) NIST
8 1 (0.12%) Sarbanes-Oxley
System Software
1 54 (6.25%) Docker
2 9 (1.04%) HDFS
3 3 (0.35%) Active Directory
4 1 (0.12%) Apache ZooKeeper
Systems Management
1 56 (6.48%) Terraform
2 44 (5.09%) Kubernetes
3 6 (0.69%) Ansible
4 3 (0.35%) Argo
4 3 (0.35%) Control-M
4 3 (0.35%) Grafana
4 3 (0.35%) Puppet
5 2 (0.23%) Progress Chef
6 1 (0.12%) Ambari
6 1 (0.12%) Kubeflow
6 1 (0.12%) Prometheus
6 1 (0.12%) ZABBIX
Vendors
1 195 (22.57%) Databricks
2 117 (13.54%) Microsoft
3 38 (4.40%) Oracle
4 14 (1.62%) Talend
5 13 (1.50%) Informatica
6 12 (1.39%) Google
7 9 (1.04%) OpenAI
8 8 (0.93%) Cloudera
8 8 (0.93%) Dataiku
8 8 (0.93%) Palantir
9 6 (0.69%) SAP
10 5 (0.58%) Netezza
11 4 (0.46%) Dell
11 4 (0.46%) Foundry
11 4 (0.46%) IBM
12 3 (0.35%) BMC
12 3 (0.35%) Red Hat
13 2 (0.23%) Alteryx
13 2 (0.23%) Bloomberg
13 2 (0.23%) MuleSoft