Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £67,500 per year, according to job vacancies posted during the 6 months leading to 19 January 2026.

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

6 months to
19 Jan 2026
Same period 2025 Same period 2024
Rank 161 194 129
Rank change year-on-year +33 -65 +27
Permanent jobs requiring a Data Engineer 803 737 1,278
As % of all permanent jobs in England 1.50% 1.54% 2.42%
As % of the Job Titles category 1.65% 1.67% 2.54%
Number of salaries quoted 601 568 969
10th Percentile £46,000 £45,000 £40,000
25th Percentile £56,250 £53,000 £50,000
Median annual salary (50th Percentile) £67,500 £70,000 £67,500
Median % change year-on-year -3.57% +3.70% -3.57%
75th Percentile £85,000 £92,500 £86,250
90th Percentile £100,000 £115,000 £100,000
UK median annual salary £67,500 £70,000 £67,500
% change year-on-year -3.57% +3.70% -3.57%

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 48,809 44,181 50,272
% of permanent jobs with a recognized job title 91.00% 92.43% 95.05%
Number of salaries quoted 30,844 23,067 39,562
10th Percentile £28,750 £33,500 £30,000
25th Percentile £37,500 £45,000 £41,250
Median annual salary (50th Percentile) £55,000 £60,000 £57,500
Median % change year-on-year -8.33% +4.35% -7.39%
75th Percentile £75,000 £80,000 £77,500
90th Percentile £95,000 £100,000 £96,250
UK median annual salary £55,000 £60,000 £57,500
% change year-on-year -8.33% +4.35% -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 January 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 19 January 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 +25 352 £82,500 -2.94% 147
North of England +39 133 £65,000 +2.87% 81
Midlands +63 119 £60,000 +9.09% 52
West Midlands +65 98 £60,000 +9.09% 30
South East +5 80 £65,000 - 158
North West +28 71 £62,500 +2.04% 42
South West +10 56 £70,000 +27.27% 52
Yorkshire -3 50 £65,000 +4.00% 26
East of England +46 47 £65,000 +18.18% 56
East Midlands -7 21 £65,000 +8.79% 22
North East +3 12 £66,250 -3.64% 15
Data Engineer
UK

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

For the 6 months to 19 January 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.

1 434 (54.05%) SQL
2 412 (51.31%) Python
3 372 (46.33%) Data Engineering
4 346 (43.09%) Data Pipeline
5 331 (41.22%) Azure
6 323 (40.22%) ETL
7 300 (37.36%) Analytics
8 231 (28.77%) Data Modelling
9 204 (25.40%) Data Warehouse
10 199 (24.78%) AWS
11 188 (23.41%) Databricks
12 180 (22.42%) Business Intelligence
13 179 (22.29%) CI/CD
14 145 (18.06%) Power Platform
15 143 (17.81%) Data Quality
16 142 (17.68%) Power BI
17 141 (17.56%) Agile
18 139 (17.31%) AI
19 130 (16.19%) Data Science
20 128 (15.94%) DevOps
21 126 (15.69%) Azure Data Factory
22 122 (15.19%) Data Lake
23 121 (15.07%) Data Governance
24 120 (14.94%) Problem-Solving
25 119 (14.82%) Microsoft
26 117 (14.57%) Decision-Making
27 114 (14.20%) Security Cleared
28 110 (13.70%) Mentoring
29 102 (12.70%) Machine Learning
30 93 (11.58%) 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 73 (9.09%) Apache Spark
2 66 (8.22%) Apache Airflow
3 55 (6.85%) Apache
4 10 (1.25%) SAS
5 6 (0.75%) Confluence
6 3 (0.37%) Luigi
7 1 (0.12%) Apache Qpid
7 1 (0.12%) Apache Solr
7 1 (0.12%) Apache Superset
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 7 (0.87%) Microsoft Excel
2 5 (0.62%) Microsoft Office
3 2 (0.25%) Chatbot
3 2 (0.25%) Microsoft PowerPoint
4 1 (0.12%) Notion
4 1 (0.12%) Spreadsheet
Business Applications
1 1 (0.12%) Aladdin
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
1 331 (41.22%) Azure
2 199 (24.78%) AWS
3 145 (18.06%) Power Platform
4 126 (15.69%) Azure Data Factory
5 84 (10.46%) GCP
6 80 (9.96%) Azure Synapse Analytics
7 75 (9.34%) Snowflake
8 59 (7.35%) Amazon S3
9 48 (5.98%) Azure DevOps
9 48 (5.98%) dbt
10 44 (5.48%) Serverless
11 37 (4.61%) AWS Lambda
12 34 (4.23%) SaaS
13 27 (3.36%) GitHub
14 22 (2.74%) AWS Step Functions
15 21 (2.62%) Amazon Kinesis
16 18 (2.24%) Microsoft Purview
17 16 (1.99%) Fivetran
18 15 (1.87%) Matillion
19 12 (1.49%) Amazon SageMaker
Communications & Networking
1 43 (5.35%) Structured Cabling
2 39 (4.86%) Wi-Fi
3 3 (0.37%) Kerberos
4 2 (0.25%) Broadband
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
1 204 (25.40%) Data Warehouse
2 142 (17.68%) Power BI
3 122 (15.19%) Data Lake
4 93 (11.58%) SQL Server
5 59 (7.35%) Metadata
6 58 (7.22%) Amazon Redshift
7 45 (5.60%) Big Data
8 40 (4.98%) Delta Lake
8 40 (4.98%) SQL Server Integration Services
9 39 (4.86%) Azure SQL Database
10 32 (3.99%) SQL Server Reporting Services
11 31 (3.86%) Hadoop
12 30 (3.74%) NoSQL
13 26 (3.24%) MySQL
13 26 (3.24%) Relational Database
14 25 (3.11%) PostgreSQL
14 25 (3.11%) Tableau
15 24 (2.99%) BigQuery
16 22 (2.74%) Amazon Athena
17 21 (2.62%) MongoDB
Development Applications
1 51 (6.35%) Git
2 15 (1.87%) JIRA
3 10 (1.25%) Jenkins
4 7 (0.87%) MLflow
5 4 (0.50%) GitLab
5 4 (0.50%) LabVIEW
6 2 (0.25%) CircleCI
6 2 (0.25%) TeamCity
7 1 (0.12%) Bitbucket
7 1 (0.12%) DBeaver
7 1 (0.12%) Deequ
7 1 (0.12%) Selenium
7 1 (0.12%) SQL Server Management Studio (SSMS)
General
1 171 (21.30%) Finance
2 131 (16.31%) Social Skills
3 74 (9.22%) Analytical Skills
4 48 (5.98%) Public Sector
5 46 (5.73%) Legal
6 28 (3.49%) Retail
7 27 (3.36%) Manufacturing
8 26 (3.24%) Law
9 25 (3.11%) Marketing
10 19 (2.37%) Inclusion and Diversity
11 17 (2.12%) Banking
12 16 (1.99%) Telecoms
13 13 (1.62%) Automotive
14 12 (1.49%) Influencing Skills
15 11 (1.37%) Financial Institution
16 9 (1.12%) Documentation Skills
17 8 (1.00%) Aerospace
18 7 (0.87%) Organisational Skills
19 6 (0.75%) Front Office
19 6 (0.75%) Tech for Good
Libraries, Frameworks & Software Standards
1 84 (10.46%) PySpark
2 50 (6.23%) Kafka
3 16 (1.99%) LangChain
4 14 (1.74%) PyTorch
5 13 (1.62%) Pandas
6 12 (1.49%) TensorFlow
7 10 (1.25%) Spark Streaming
7 10 (1.25%) XML
8 9 (1.12%) JSON
8 9 (1.12%) REST
9 8 (1.00%) boto
9 8 (1.00%) HTML
10 6 (0.75%) Apache NiFi
11 5 (0.62%) NumPy
11 5 (0.62%) scikit-learn
11 5 (0.62%) Snowpark
12 4 (0.50%) CSS
12 4 (0.50%) Node.js
12 4 (0.50%) pytest
12 4 (0.50%) Streamlit
Miscellaneous
1 33 (4.11%) Driving Licence
2 31 (3.86%) Onboarding
3 24 (2.99%) Distributed Systems
4 23 (2.86%) Cloud Native
4 23 (2.86%) Greenfield Project
5 19 (2.37%) Legacy Systems
6 13 (1.62%) Data Structures
7 12 (1.49%) e-Learning
8 11 (1.37%) Data Centre
9 10 (1.25%) Distributed Computing
9 10 (1.25%) Fibre Optics
9 10 (1.25%) Product Ownership
9 10 (1.25%) Self-Motivation
10 8 (1.00%) AI Agents
10 8 (1.00%) Algorithms
11 5 (0.62%) Low-Code
11 5 (0.62%) Management Information System
12 4 (0.50%) Analytical Mindset
12 4 (0.50%) Equities
12 4 (0.50%) Reference Data
Operating Systems
1 6 (0.75%) Linux
1 6 (0.75%) Unix
2 1 (0.12%) Red Hat Enterprise Linux
2 1 (0.12%) Windows
Processes & Methodologies
1 372 (46.33%) Data Engineering
2 346 (43.09%) Data Pipeline
3 323 (40.22%) ETL
4 300 (37.36%) Analytics
5 231 (28.77%) Data Modelling
6 180 (22.42%) Business Intelligence
7 179 (22.29%) CI/CD
8 141 (17.56%) Agile
9 139 (17.31%) AI
10 130 (16.19%) Data Science
11 128 (15.94%) DevOps
12 121 (15.07%) Data Governance
13 120 (14.94%) Problem-Solving
14 117 (14.57%) Decision-Making
15 110 (13.70%) Mentoring
16 102 (12.70%) Machine Learning
17 71 (8.84%) Data Architecture
18 61 (7.60%) Migration
19 60 (7.47%) Data Integration
20 55 (6.85%) Data Security
Programming Languages
1 434 (54.05%) SQL
2 412 (51.31%) Python
3 63 (7.85%) Scala
4 42 (5.23%) Java
5 36 (4.48%) T-SQL
6 19 (2.37%) Data Analysis Expressions
7 17 (2.12%) C#
8 16 (1.99%) Bash
9 13 (1.62%) PowerShell
10 12 (1.49%) R
11 6 (0.75%) Bicep
11 6 (0.75%) TypeScript
12 5 (0.62%) Groovy
12 5 (0.62%) JavaScript
12 5 (0.62%) PHP
13 4 (0.50%) C++
14 3 (0.37%) PL/SQL
14 3 (0.37%) Ruby
15 1 (0.12%) C
15 1 (0.12%) Korn
Qualifications
1 114 (14.20%) Security Cleared
2 61 (7.60%) SC Cleared
3 49 (6.10%) Degree
4 19 (2.37%) Computer Science Degree
5 17 (2.12%) Microsoft Certification
6 16 (1.99%) DV Cleared
7 13 (1.62%) Azure Certification
8 12 (1.49%) CISSP
8 12 (1.49%) MCSE
8 12 (1.49%) OCP
8 12 (1.49%) Oracle Certification
9 10 (1.25%) AWS Certification
10 9 (1.12%) Master's Degree
11 8 (1.00%) SnowPro
12 6 (0.75%) BPSS Clearance
13 4 (0.50%) ISTQB
14 2 (0.25%) AWS Certified Solutions Architect
14 2 (0.25%) PhD
15 1 (0.12%) HNC
15 1 (0.12%) HND
Quality Assurance & Compliance
1 143 (17.81%) Data Quality
2 46 (5.73%) GDPR
3 10 (1.25%) Accessibility
4 8 (1.00%) ISO/IEC 27001
5 6 (0.75%) SLA
6 5 (0.62%) QA
7 3 (0.37%) HIPAA
8 1 (0.12%) California Consumer Privacy Act
8 1 (0.12%) NIST
8 1 (0.12%) Sarbanes-Oxley
System Software
1 50 (6.23%) Docker
2 9 (1.12%) HDFS
3 3 (0.37%) Active Directory
4 1 (0.12%) Apache ZooKeeper
Systems Management
1 51 (6.35%) Terraform
2 41 (5.11%) Kubernetes
3 6 (0.75%) Ansible
4 3 (0.37%) Argo
4 3 (0.37%) Control-M
4 3 (0.37%) Puppet
5 2 (0.25%) Grafana
5 2 (0.25%) Progress Chef
6 1 (0.12%) Ambari
6 1 (0.12%) ZABBIX
Vendors
1 188 (23.41%) Databricks
2 119 (14.82%) Microsoft
3 38 (4.73%) Oracle
4 13 (1.62%) Google
4 13 (1.62%) Talend
5 9 (1.12%) Informatica
5 9 (1.12%) OpenAI
5 9 (1.12%) Palantir
6 8 (1.00%) Dataiku
7 7 (0.87%) Cloudera
7 7 (0.87%) SAP
8 5 (0.62%) Netezza
9 4 (0.50%) Dell
9 4 (0.50%) Foundry
9 4 (0.50%) IBM
10 3 (0.37%) BMC
10 3 (0.37%) Red Hat
11 2 (0.25%) Alteryx
11 2 (0.25%) Bloomberg
11 2 (0.25%) MuleSoft