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 28 January 2026.

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

6 months to
28 Jan 2026
Same period 2025 Same period 2024
Rank 158 191 132
Rank change year-on-year +33 -59 +23
Permanent jobs requiring a Data Engineer 830 744 1,387
As % of all permanent jobs in England 1.50% 1.58% 2.29%
As % of the Job Titles category 1.64% 1.71% 2.41%
Number of salaries quoted 620 576 1,070
10th Percentile £46,000 £45,625 £38,105
25th Percentile £55,175 £53,563 £49,063
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 £92,813 £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 50,523 43,465 57,452
% of permanent jobs with a recognized job title 91.02% 92.05% 95.02%
Number of salaries quoted 32,139 22,558 45,779
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% -8.37%

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 28 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 28 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 +26 367 £80,000 -5.88% 178
North of England +29 129 £65,000 +1.76% 91
Midlands +47 121 £60,000 +9.09% 71
West Midlands +65 100 £60,000 +9.09% 44
South East +6 87 £65,000 -3.70% 198
North West +33 71 £62,500 +2.04% 53
South West +15 59 £65,000 +18.18% 61
East of England +43 51 £65,000 +15.56% 70
Yorkshire -13 47 £65,000 +4.00% 26
East Midlands -10 21 £65,000 +14.04% 27
North East -8 11 £65,000 -5.45% 14
Data Engineer
UK

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

For the 6 months to 28 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.

1 435 (52.41%) SQL
2 412 (49.64%) Python
3 379 (45.66%) Data Engineering
4 355 (42.77%) Data Pipeline
5 328 (39.52%) ETL
6 322 (38.80%) Azure
7 309 (37.23%) Analytics
8 224 (26.99%) Data Modelling
9 206 (24.82%) AWS
10 194 (23.37%) Data Warehouse
11 189 (22.77%) Databricks
12 183 (22.05%) Business Intelligence
13 172 (20.72%) CI/CD
14 146 (17.59%) Power Platform
15 143 (17.23%) Data Quality
15 143 (17.23%) Power BI
16 142 (17.11%) AI
17 140 (16.87%) Agile
18 129 (15.54%) Data Science
18 129 (15.54%) DevOps
19 125 (15.06%) Azure Data Factory
20 123 (14.82%) Data Governance
21 121 (14.58%) Security Cleared
22 119 (14.34%) Data Lake
23 118 (14.22%) Microsoft
24 117 (14.10%) Decision-Making
24 117 (14.10%) Problem-Solving
25 110 (13.25%) Mentoring
26 107 (12.89%) Machine Learning
27 89 (10.72%) 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 74 (8.92%) Apache Spark
2 69 (8.31%) Apache Airflow
3 57 (6.87%) Apache
4 12 (1.45%) 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 (0.84%) Microsoft Excel
1 7 (0.84%) 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
1 322 (38.80%) Azure
2 206 (24.82%) AWS
3 146 (17.59%) Power Platform
4 125 (15.06%) Azure Data Factory
5 86 (10.36%) GCP
6 80 (9.64%) Snowflake
7 78 (9.40%) Azure Synapse Analytics
8 61 (7.35%) Amazon S3
9 50 (6.02%) Azure DevOps
9 50 (6.02%) dbt
10 44 (5.30%) Serverless
11 37 (4.46%) AWS Lambda
12 35 (4.22%) SaaS
13 28 (3.37%) GitHub
14 23 (2.77%) Amazon Kinesis
15 21 (2.53%) AWS Step Functions
16 17 (2.05%) Fivetran
17 16 (1.93%) Microsoft Purview
18 15 (1.81%) Matillion
19 12 (1.45%) Amazon SageMaker
Communications & Networking
1 44 (5.30%) Structured Cabling
2 40 (4.82%) Wi-Fi
3 3 (0.36%) Broadband
3 3 (0.36%) Kerberos
4 1 (0.12%) DAB
4 1 (0.12%) LTE
4 1 (0.12%) Software-Defined Radio
4 1 (0.12%) Wireless
Database & Business Intelligence
1 194 (23.37%) Data Warehouse
2 143 (17.23%) Power BI
3 119 (14.34%) Data Lake
4 89 (10.72%) SQL Server
5 58 (6.99%) Amazon Redshift
6 57 (6.87%) Metadata
7 48 (5.78%) Big Data
8 40 (4.82%) Azure SQL Database
8 40 (4.82%) Delta Lake
9 39 (4.70%) SQL Server Integration Services
10 33 (3.98%) SQL Server Reporting Services
11 32 (3.86%) NoSQL
12 31 (3.73%) Hadoop
13 27 (3.25%) BigQuery
13 27 (3.25%) Relational Database
13 27 (3.25%) Tableau
14 26 (3.13%) MySQL
14 26 (3.13%) PostgreSQL
15 23 (2.77%) Amazon Athena
16 21 (2.53%) Apache Iceberg
Development Applications
1 55 (6.63%) Git
2 12 (1.45%) JIRA
3 11 (1.33%) Jenkins
4 7 (0.84%) 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)
General
1 178 (21.45%) Finance
2 126 (15.18%) Social Skills
3 71 (8.55%) Analytical Skills
4 53 (6.39%) Public Sector
5 46 (5.54%) Legal
6 29 (3.49%) Law
6 29 (3.49%) Manufacturing
7 25 (3.01%) Marketing
8 20 (2.41%) Inclusion and Diversity
9 19 (2.29%) Retail
10 18 (2.17%) Telecoms
11 17 (2.05%) Banking
12 12 (1.45%) Automotive
12 12 (1.45%) Financial Institution
12 12 (1.45%) Influencing Skills
13 9 (1.08%) Documentation Skills
14 8 (0.96%) Aerospace
15 7 (0.84%) Organisational Skills
16 6 (0.72%) Front Office
17 5 (0.60%) Military
Libraries, Frameworks & Software Standards
1 86 (10.36%) PySpark
2 56 (6.75%) Kafka
3 16 (1.93%) LangChain
4 14 (1.69%) PyTorch
5 12 (1.45%) Pandas
5 12 (1.45%) TensorFlow
6 10 (1.20%) Spark Streaming
7 9 (1.08%) REST
7 9 (1.08%) XML
8 8 (0.96%) boto
8 8 (0.96%) HTML
8 8 (0.96%) 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 (3.98%) Driving Licence
2 31 (3.73%) Onboarding
3 25 (3.01%) Cloud Native
4 24 (2.89%) Distributed Systems
5 23 (2.77%) Greenfield Project
6 18 (2.17%) Legacy Systems
7 12 (1.45%) Data Centre
7 12 (1.45%) Data Structures
7 12 (1.45%) e-Learning
8 11 (1.33%) Fibre Optics
8 11 (1.33%) Self-Motivation
9 10 (1.20%) Product Ownership
10 9 (1.08%) Distributed Computing
11 8 (0.96%) AI Agents
12 6 (0.72%) Algorithms
13 5 (0.60%) Low-Code
13 5 (0.60%) Management Information System
14 4 (0.48%) Analytical Mindset
14 4 (0.48%) Equities
14 4 (0.48%) Virtual Team
Operating Systems
1 10 (1.20%) Linux
2 6 (0.72%) Unix
3 1 (0.12%) Red Hat Enterprise Linux
3 1 (0.12%) Windows
Processes & Methodologies
1 379 (45.66%) Data Engineering
2 355 (42.77%) Data Pipeline
3 328 (39.52%) ETL
4 309 (37.23%) Analytics
5 224 (26.99%) Data Modelling
6 183 (22.05%) Business Intelligence
7 172 (20.72%) CI/CD
8 142 (17.11%) AI
9 140 (16.87%) Agile
10 129 (15.54%) Data Science
10 129 (15.54%) DevOps
11 123 (14.82%) Data Governance
12 117 (14.10%) Decision-Making
12 117 (14.10%) Problem-Solving
13 110 (13.25%) Mentoring
14 107 (12.89%) Machine Learning
15 72 (8.67%) Data Architecture
16 66 (7.95%) Data Integration
17 57 (6.87%) Migration
18 54 (6.51%) Data Strategy
Programming Languages
1 435 (52.41%) SQL
2 412 (49.64%) Python
3 62 (7.47%) Scala
4 43 (5.18%) Java
5 36 (4.34%) T-SQL
6 19 (2.29%) Bash
6 19 (2.29%) Data Analysis Expressions
7 18 (2.17%) C#
8 13 (1.57%) PowerShell
9 11 (1.33%) R
10 6 (0.72%) Bicep
10 6 (0.72%) TypeScript
11 5 (0.60%) Groovy
11 5 (0.60%) JavaScript
11 5 (0.60%) PHP
12 4 (0.48%) C++
13 3 (0.36%) PL/SQL
13 3 (0.36%) Ruby
14 2 (0.24%) Rust
15 1 (0.12%) Korn
Qualifications
1 121 (14.58%) Security Cleared
2 69 (8.31%) SC Cleared
3 51 (6.14%) Degree
4 20 (2.41%) Computer Science Degree
5 16 (1.93%) DV Cleared
5 16 (1.93%) Microsoft Certification
6 13 (1.57%) Azure Certification
7 12 (1.45%) CISSP
7 12 (1.45%) MCSE
7 12 (1.45%) OCP
7 12 (1.45%) Oracle Certification
8 10 (1.20%) AWS Certification
9 9 (1.08%) Master's Degree
10 8 (0.96%) SnowPro
11 7 (0.84%) 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
1 143 (17.23%) Data Quality
2 46 (5.54%) GDPR
3 11 (1.33%) Accessibility
4 8 (0.96%) 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 50 (6.02%) Docker
2 9 (1.08%) HDFS
3 3 (0.36%) Active Directory
4 1 (0.12%) Apache ZooKeeper
Systems Management
1 55 (6.63%) Terraform
2 44 (5.30%) 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
1 189 (22.77%) Databricks
2 118 (14.22%) Microsoft
3 40 (4.82%) Oracle
4 14 (1.69%) Talend
5 13 (1.57%) Google
6 12 (1.45%) Informatica
7 9 (1.08%) OpenAI
7 9 (1.08%) Palantir
8 8 (0.96%) Cloudera
8 8 (0.96%) Dataiku
9 7 (0.84%) 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