Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £68,500 per year, according to job vacancies posted during the 6 months leading to 29 January 2026.

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

6 months to
29 Jan 2026
Same period 2025 Same period 2024
Rank 155 194 134
Rank change year-on-year +39 -60 +22
Permanent jobs requiring a Data Engineer 839 748 1,385
As % of all permanent jobs in England 1.51% 1.58% 2.30%
As % of the Job Titles category 1.66% 1.72% 2.42%
Number of salaries quoted 626 579 1,066
10th Percentile £46,000 £46,000 £38,003
25th Percentile £55,058 £53,750 £48,750
Median annual salary (50th Percentile) £68,500 £70,000 £65,000
Median % change year-on-year -2.14% +7.69% -7.14%
75th Percentile £85,000 £92,500 £85,000
90th Percentile £100,000 £115,000 £100,000
UK median annual salary £68,500 £70,000 £65,000
% change year-on-year -2.14% +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 50,656 43,491 57,272
% of permanent jobs with a recognized job title 91.00% 92.07% 94.99%
Number of salaries quoted 32,239 22,609 45,609
10th Percentile £29,000 £33,750 £29,500
25th Percentile £37,500 £45,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -12.00%
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% -8.41%

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 29 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 29 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 +32 368 £80,000 -5.88% 182
North of England +28 128 £65,000 +1.76% 89
Midlands +50 123 £60,000 +9.09% 62
West Midlands +71 101 £60,000 +9.09% 41
South East +3 88 £65,000 -7.14% 186
North West +35 70 £62,500 +2.04% 53
South West +18 62 £67,500 +22.73% 62
East of England +43 51 £65,000 +15.56% 64
Yorkshire -8 47 £65,000 +4.00% 26
East Midlands -12 22 £65,000 +14.04% 21
North East -7 11 £65,000 -5.45% 13
Data Engineer
UK

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

For the 6 months to 29 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.

1 439 (52.32%) SQL
2 415 (49.46%) Python
3 381 (45.41%) Data Engineering
4 363 (43.27%) Data Pipeline
5 331 (39.45%) ETL
6 325 (38.74%) Azure
7 313 (37.31%) Analytics
8 227 (27.06%) Data Modelling
9 209 (24.91%) AWS
10 194 (23.12%) Data Warehouse
11 191 (22.77%) Databricks
12 187 (22.29%) Business Intelligence
13 177 (21.10%) CI/CD
14 149 (17.76%) Power Platform
15 146 (17.40%) Data Quality
15 146 (17.40%) Power BI
16 142 (16.92%) Agile
17 141 (16.81%) AI
18 135 (16.09%) Data Science
19 131 (15.61%) DevOps
20 126 (15.02%) Azure Data Factory
21 125 (14.90%) Data Governance
22 123 (14.66%) Security Cleared
23 120 (14.30%) Data Lake
23 120 (14.30%) Decision-Making
23 120 (14.30%) Problem-Solving
24 119 (14.18%) Microsoft
25 112 (13.35%) Machine Learning
25 112 (13.35%) Mentoring
26 91 (10.85%) 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 76 (9.06%) Apache Spark
2 73 (8.70%) Apache Airflow
3 56 (6.67%) Apache
4 14 (1.67%) SAS
5 6 (0.72%) Confluence
6 3 (0.36%) Luigi
7 2 (0.24%) Apache Qpid
8 1 (0.12%) Apache Solr
8 1 (0.12%) Apache Superset
8 1 (0.12%) ArcGIS
8 1 (0.12%) GeoServer
8 1 (0.12%) IIS
8 1 (0.12%) Oracle Application Server
8 1 (0.12%) Oracle SOA Suite
Applications
1 7 (0.83%) Microsoft Excel
1 7 (0.83%) Microsoft Office
2 2 (0.24%) Chatbot
2 2 (0.24%) Microsoft PowerPoint
3 1 (0.12%) Notion
3 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
1 325 (38.74%) Azure
2 209 (24.91%) AWS
3 149 (17.76%) Power Platform
4 126 (15.02%) Azure Data Factory
5 90 (10.73%) GCP
6 80 (9.54%) Snowflake
7 78 (9.30%) Azure Synapse Analytics
8 61 (7.27%) Amazon S3
9 52 (6.20%) Azure DevOps
9 52 (6.20%) dbt
10 44 (5.24%) Serverless
11 37 (4.41%) AWS Lambda
12 34 (4.05%) SaaS
13 28 (3.34%) GitHub
14 23 (2.74%) Amazon Kinesis
15 21 (2.50%) AWS Step Functions
16 18 (2.15%) Fivetran
17 16 (1.91%) Microsoft Purview
18 15 (1.79%) Matillion
19 12 (1.43%) Amazon SageMaker
Communications & Networking
1 44 (5.24%) Structured Cabling
2 40 (4.77%) Wi-Fi
3 5 (0.60%) Broadband
4 3 (0.36%) 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
1 194 (23.12%) Data Warehouse
2 146 (17.40%) Power BI
3 120 (14.30%) Data Lake
4 91 (10.85%) SQL Server
5 58 (6.91%) Amazon Redshift
6 57 (6.79%) Metadata
7 50 (5.96%) Big Data
8 41 (4.89%) Azure SQL Database
9 40 (4.77%) Delta Lake
9 40 (4.77%) SQL Server Integration Services
10 33 (3.93%) SQL Server Reporting Services
11 31 (3.69%) Hadoop
11 31 (3.69%) NoSQL
12 28 (3.34%) Tableau
13 27 (3.22%) BigQuery
13 27 (3.22%) Relational Database
14 26 (3.10%) MySQL
14 26 (3.10%) PostgreSQL
15 23 (2.74%) Amazon Athena
16 21 (2.50%) Apache Iceberg
Development Applications
1 55 (6.56%) Git
2 12 (1.43%) JIRA
3 11 (1.31%) Jenkins
4 7 (0.83%) MLflow
5 5 (0.60%) GitLab
6 4 (0.48%) LabVIEW
7 2 (0.24%) CircleCI
7 2 (0.24%) Deequ
7 2 (0.24%) TeamCity
8 1 (0.12%) Bitbucket
8 1 (0.12%) DBeaver
8 1 (0.12%) Robot Framework
8 1 (0.12%) Selenium
8 1 (0.12%) SQL Server Management Studio (SSMS)
8 1 (0.12%) Visual Studio
General
1 179 (21.33%) Finance
2 129 (15.38%) Social Skills
3 74 (8.82%) Analytical Skills
4 55 (6.56%) Public Sector
5 46 (5.48%) Legal
6 29 (3.46%) Manufacturing
7 28 (3.34%) Law
8 25 (2.98%) Marketing
9 20 (2.38%) Inclusion and Diversity
10 19 (2.26%) Banking
10 19 (2.26%) Retail
11 18 (2.15%) Telecoms
12 12 (1.43%) Automotive
12 12 (1.43%) Financial Institution
12 12 (1.43%) Influencing Skills
13 11 (1.31%) Documentation Skills
14 8 (0.95%) Aerospace
15 7 (0.83%) Organisational Skills
16 6 (0.72%) Front Office
17 5 (0.60%) Military
Libraries, Frameworks & Software Standards
1 86 (10.25%) PySpark
2 55 (6.56%) Kafka
3 16 (1.91%) LangChain
4 14 (1.67%) PyTorch
5 12 (1.43%) Pandas
5 12 (1.43%) TensorFlow
6 10 (1.19%) Spark Streaming
7 9 (1.07%) REST
7 9 (1.07%) XML
8 8 (0.95%) boto
8 8 (0.95%) HTML
8 8 (0.95%) JSON
9 6 (0.72%) Apache NiFi
10 5 (0.60%) NumPy
10 5 (0.60%) pytest
10 5 (0.60%) scikit-learn
10 5 (0.60%) Snowpark
11 4 (0.48%) .NET
11 4 (0.48%) CSS
11 4 (0.48%) Node.js
Miscellaneous
1 33 (3.93%) Driving Licence
2 31 (3.69%) Onboarding
3 26 (3.10%) Distributed Systems
4 25 (2.98%) Cloud Native
5 23 (2.74%) Greenfield Project
6 18 (2.15%) Legacy Systems
7 12 (1.43%) Data Centre
7 12 (1.43%) e-Learning
7 12 (1.43%) Product Ownership
8 11 (1.31%) Data Structures
8 11 (1.31%) Fibre Optics
8 11 (1.31%) Self-Motivation
9 9 (1.07%) Algorithms
9 9 (1.07%) Distributed Computing
10 8 (0.95%) AI Agents
11 5 (0.60%) Low-Code
11 5 (0.60%) Management Information System
11 5 (0.60%) Video\Live Streaming
12 4 (0.48%) Equities
12 4 (0.48%) Over-the-Top Content
Operating Systems
1 10 (1.19%) Linux
2 6 (0.72%) Unix
3 1 (0.12%) Red Hat Enterprise Linux
3 1 (0.12%) Windows
Processes & Methodologies
1 381 (45.41%) Data Engineering
2 363 (43.27%) Data Pipeline
3 331 (39.45%) ETL
4 313 (37.31%) Analytics
5 227 (27.06%) Data Modelling
6 187 (22.29%) Business Intelligence
7 177 (21.10%) CI/CD
8 142 (16.92%) Agile
9 141 (16.81%) AI
10 135 (16.09%) Data Science
11 131 (15.61%) DevOps
12 125 (14.90%) Data Governance
13 120 (14.30%) Decision-Making
13 120 (14.30%) Problem-Solving
14 112 (13.35%) Machine Learning
14 112 (13.35%) Mentoring
15 72 (8.58%) Data Architecture
16 69 (8.22%) Data Integration
17 57 (6.79%) Migration
18 54 (6.44%) Data Strategy
Programming Languages
1 439 (52.32%) SQL
2 415 (49.46%) Python
3 65 (7.75%) Scala
4 43 (5.13%) Java
5 36 (4.29%) T-SQL
6 19 (2.26%) Bash
6 19 (2.26%) Data Analysis Expressions
7 18 (2.15%) C#
8 13 (1.55%) PowerShell
9 11 (1.31%) R
10 7 (0.83%) Bicep
11 6 (0.72%) TypeScript
12 5 (0.60%) Groovy
12 5 (0.60%) JavaScript
12 5 (0.60%) PHP
13 4 (0.48%) C++
14 3 (0.36%) PL/SQL
14 3 (0.36%) Ruby
15 2 (0.24%) Go
15 2 (0.24%) Rust
Qualifications
1 123 (14.66%) Security Cleared
2 71 (8.46%) SC Cleared
3 51 (6.08%) Degree
4 20 (2.38%) Computer Science Degree
5 16 (1.91%) DV Cleared
5 16 (1.91%) Microsoft Certification
6 13 (1.55%) Azure Certification
7 12 (1.43%) CISSP
7 12 (1.43%) MCSE
7 12 (1.43%) OCP
7 12 (1.43%) Oracle Certification
8 10 (1.19%) AWS Certification
9 9 (1.07%) Master's Degree
10 8 (0.95%) SnowPro
11 7 (0.83%) BPSS Clearance
12 3 (0.36%) AWS Certified Solutions Architect
13 2 (0.24%) ISTQB
13 2 (0.24%) PhD
14 1 (0.12%) CITP
14 1 (0.12%) HNC
Quality Assurance & Compliance
1 146 (17.40%) Data Quality
2 46 (5.48%) GDPR
3 11 (1.31%) Accessibility
4 8 (0.95%) ISO/IEC 27001
5 6 (0.72%) QA
5 6 (0.72%) SLA
6 3 (0.36%) HIPAA
7 1 (0.12%) California Consumer Privacy Act
7 1 (0.12%) NIST
7 1 (0.12%) Sarbanes-Oxley
System Software
1 52 (6.20%) Docker
2 9 (1.07%) HDFS
3 3 (0.36%) Active Directory
4 1 (0.12%) Apache ZooKeeper
Systems Management
1 56 (6.67%) Terraform
2 44 (5.24%) Kubernetes
3 6 (0.72%) Ansible
4 3 (0.36%) Argo
4 3 (0.36%) Control-M
4 3 (0.36%) Puppet
5 2 (0.24%) Grafana
5 2 (0.24%) Progress Chef
6 1 (0.12%) Ambari
6 1 (0.12%) ZABBIX
Vendors
1 191 (22.77%) Databricks
2 119 (14.18%) Microsoft
3 40 (4.77%) Oracle
4 14 (1.67%) Talend
5 13 (1.55%) Google
6 12 (1.43%) Informatica
7 9 (1.07%) OpenAI
7 9 (1.07%) Palantir
8 8 (0.95%) Cloudera
8 8 (0.95%) Dataiku
9 7 (0.83%) SAP
10 5 (0.60%) Netezza
11 4 (0.48%) Dell
11 4 (0.48%) Foundry
11 4 (0.48%) IBM
12 3 (0.36%) BMC
12 3 (0.36%) Red Hat
13 2 (0.24%) Alteryx
13 2 (0.24%) Bloomberg
13 2 (0.24%) MuleSoft