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 5 January 2026.

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

6 months to
5 Jan 2026
Same period 2025 Same period 2024
Rank 168 190 124
Rank change year-on-year +22 -66 +30
Permanent jobs requiring a Data Engineer 736 753 1,172
As % of all permanent jobs in England 1.41% 1.55% 2.50%
As % of the Job Titles category 1.56% 1.67% 2.63%
Number of salaries quoted 558 584 873
10th Percentile £46,000 £44,405 £42,500
25th Percentile £57,500 £53,000 £51,250
Median annual salary (50th Percentile) £67,500 £70,000 £70,000
Median % change year-on-year -3.57% - -
75th Percentile £85,000 £92,500 £87,500
90th Percentile £99,125 £115,000 £100,000
UK median annual salary £68,000 £70,000 £67,500
% change year-on-year -2.86% +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 47,263 45,179 44,522
% of permanent jobs with a recognized job title 90.74% 92.74% 95.08%
Number of salaries quoted 29,682 23,829 34,798
10th Percentile £28,500 £33,200 £31,250
25th Percentile £36,250 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -2.44%
75th Percentile £75,000 £78,750 £78,750
90th Percentile £95,000 £97,500 £97,500
UK median annual salary £55,000 £60,000 £58,500
% change year-on-year -8.33% +2.56% -2.50%

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 5 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 5 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 +24 328 £81,250 -4.41% 194
North of England +22 123 £65,000 +2.87% 140
Midlands +63 121 £65,000 +18.18% 97
West Midlands +56 96 £64,250 +16.82% 55
South East -20 64 £61,250 -5.77% 198
North West +18 63 £60,000 - 73
South West +5 50 £70,000 +30.23% 69
Yorkshire +5 50 £65,000 +4.00% 47
East of England +32 34 £60,000 +9.09% 91
East Midlands -1 25 £67,500 +18.42% 37
North East -2 10 £67,500 -2.15% 20
Data Engineer
UK

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

For the 6 months to 5 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.

1 437 (59.38%) SQL
2 417 (56.66%) Python
3 344 (46.74%) Data Engineering
4 335 (45.52%) Azure
5 310 (42.12%) Data Pipeline
6 305 (41.44%) ETL
7 273 (37.09%) Analytics
8 237 (32.20%) Data Modelling
9 220 (29.89%) Data Warehouse
10 182 (24.73%) AWS
11 179 (24.32%) Business Intelligence
12 178 (24.18%) Databricks
13 174 (23.64%) CI/CD
14 149 (20.24%) Power Platform
15 146 (19.84%) Power BI
16 136 (18.48%) Agile
17 127 (17.26%) Data Quality
18 123 (16.71%) DevOps
19 122 (16.58%) Azure Data Factory
20 120 (16.30%) AI
21 117 (15.90%) Data Lake
21 117 (15.90%) Microsoft
22 116 (15.76%) Problem-Solving
23 113 (15.35%) Data Governance
24 112 (15.22%) Data Science
25 111 (15.08%) Decision-Making
25 111 (15.08%) Mentoring
26 95 (12.91%) Machine Learning
27 89 (12.09%) SQL Server
28 85 (11.55%) Security Cleared

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 69 (9.38%) Apache Spark
2 58 (7.88%) Apache Airflow
3 46 (6.25%) Apache
4 10 (1.36%) SAS
5 5 (0.68%) Confluence
6 3 (0.41%) Luigi
7 1 (0.14%) Apache Solr
7 1 (0.14%) Apache Superset
7 1 (0.14%) ArcGIS
7 1 (0.14%) GeoServer
7 1 (0.14%) IIS
7 1 (0.14%) Oracle SOA Suite
Applications
1 7 (0.95%) Microsoft Excel
2 5 (0.68%) Microsoft Office
3 2 (0.27%) Microsoft PowerPoint
4 1 (0.14%) Chatbot
4 1 (0.14%) Notion
4 1 (0.14%) Spreadsheet
Business Applications
1 2 (0.27%) Aladdin
2 1 (0.14%) NetSuite
2 1 (0.14%) Oracle BPM
2 1 (0.14%) SAP ERP
2 1 (0.14%) SimCorp Dimension
Cloud Services
1 335 (45.52%) Azure
2 182 (24.73%) AWS
3 149 (20.24%) Power Platform
4 122 (16.58%) Azure Data Factory
5 81 (11.01%) Azure Synapse Analytics
6 78 (10.60%) GCP
7 71 (9.65%) Snowflake
8 54 (7.34%) Amazon S3
9 49 (6.66%) Azure DevOps
10 45 (6.11%) dbt
11 41 (5.57%) Serverless
12 35 (4.76%) AWS Lambda
12 35 (4.76%) SaaS
13 24 (3.26%) GitHub
14 21 (2.85%) AWS Step Functions
15 19 (2.58%) Microsoft Purview
16 18 (2.45%) Amazon Kinesis
17 15 (2.04%) Fivetran
17 15 (2.04%) Matillion
18 11 (1.49%) Amazon EMR
Communications & Networking
1 41 (5.57%) Structured Cabling
2 36 (4.89%) Wi-Fi
3 3 (0.41%) Kerberos
4 1 (0.14%) Broadband
4 1 (0.14%) DAB
Database & Business Intelligence
1 220 (29.89%) Data Warehouse
2 146 (19.84%) Power BI
3 117 (15.90%) Data Lake
4 89 (12.09%) SQL Server
5 55 (7.47%) Amazon Redshift
5 55 (7.47%) Metadata
6 44 (5.98%) Big Data
7 38 (5.16%) Delta Lake
8 35 (4.76%) Azure SQL Database
8 35 (4.76%) SQL Server Integration Services
9 31 (4.21%) Hadoop
10 30 (4.08%) SQL Server Reporting Services
11 27 (3.67%) MySQL
11 27 (3.67%) NoSQL
12 25 (3.40%) Relational Database
13 23 (3.13%) PostgreSQL
13 23 (3.13%) Tableau
14 21 (2.85%) Amazon Athena
14 21 (2.85%) BigQuery
15 19 (2.58%) SQL Server Analysis Services
Development Applications
1 46 (6.25%) Git
2 15 (2.04%) JIRA
3 9 (1.22%) Jenkins
4 6 (0.82%) MLflow
5 4 (0.54%) GitLab
5 4 (0.54%) LabVIEW
6 2 (0.27%) CircleCI
7 1 (0.14%) Bitbucket
7 1 (0.14%) Deequ
7 1 (0.14%) Selenium
7 1 (0.14%) TeamCity
General
1 160 (21.74%) Finance
2 128 (17.39%) Social Skills
3 78 (10.60%) Analytical Skills
4 45 (6.11%) Legal
5 44 (5.98%) Retail
6 32 (4.35%) Public Sector
7 24 (3.26%) Law
7 24 (3.26%) Marketing
8 23 (3.13%) Manufacturing
9 18 (2.45%) Inclusion and Diversity
10 14 (1.90%) Telecoms
11 12 (1.63%) Banking
11 12 (1.63%) Influencing Skills
12 11 (1.49%) Financial Institution
13 7 (0.95%) Aerospace
13 7 (0.95%) Automotive
13 7 (0.95%) Tech for Good
14 6 (0.82%) Front Office
14 6 (0.82%) Organisational Skills
15 5 (0.68%) Military
Libraries, Frameworks & Software Standards
1 75 (10.19%) PySpark
2 44 (5.98%) Kafka
3 12 (1.63%) LangChain
3 12 (1.63%) Pandas
3 12 (1.63%) XML
4 11 (1.49%) JSON
4 11 (1.49%) PyTorch
4 11 (1.49%) TensorFlow
5 10 (1.36%) Spark Streaming
6 9 (1.22%) REST
7 8 (1.09%) boto
7 8 (1.09%) HTML
8 6 (0.82%) scikit-learn
9 5 (0.68%) Snowpark
10 4 (0.54%) ADO
10 4 (0.54%) CSS
10 4 (0.54%) Node.js
10 4 (0.54%) NumPy
10 4 (0.54%) pytest
11 3 (0.41%) LDAP
Miscellaneous
1 33 (4.48%) Driving Licence
2 31 (4.21%) Onboarding
3 24 (3.26%) Distributed Systems
4 23 (3.13%) Cloud Native
4 23 (3.13%) Greenfield Project
5 19 (2.58%) Legacy Systems
6 14 (1.90%) Data Structures
7 12 (1.63%) e-Learning
8 9 (1.22%) Data Centre
9 8 (1.09%) Algorithms
9 8 (1.09%) Distributed Computing
9 8 (1.09%) Fibre Optics
9 8 (1.09%) Self-Motivation
10 6 (0.82%) AI Agents
10 6 (0.82%) Product Ownership
11 5 (0.68%) Low-Code
12 4 (0.54%) Analytical Mindset
12 4 (0.54%) Equities
12 4 (0.54%) Management Information System
12 4 (0.54%) Virtual Team
Operating Systems
1 6 (0.82%) Unix
2 4 (0.54%) Linux
3 1 (0.14%) Red Hat Enterprise Linux
3 1 (0.14%) Windows
Processes & Methodologies
1 344 (46.74%) Data Engineering
2 310 (42.12%) Data Pipeline
3 305 (41.44%) ETL
4 273 (37.09%) Analytics
5 237 (32.20%) Data Modelling
6 179 (24.32%) Business Intelligence
7 174 (23.64%) CI/CD
8 136 (18.48%) Agile
9 123 (16.71%) DevOps
10 120 (16.30%) AI
11 116 (15.76%) Problem-Solving
12 113 (15.35%) Data Governance
13 112 (15.22%) Data Science
14 111 (15.08%) Decision-Making
14 111 (15.08%) Mentoring
15 95 (12.91%) Machine Learning
16 67 (9.10%) Data Architecture
17 60 (8.15%) Data Integration
18 59 (8.02%) Migration
19 52 (7.07%) Visualisation
Programming Languages
1 437 (59.38%) SQL
2 417 (56.66%) Python
3 63 (8.56%) Scala
4 41 (5.57%) Java
5 35 (4.76%) T-SQL
6 19 (2.58%) Data Analysis Expressions
7 16 (2.17%) C#
8 14 (1.90%) Bash
9 13 (1.77%) R
10 12 (1.63%) PowerShell
11 7 (0.95%) TypeScript
12 6 (0.82%) Bicep
13 5 (0.68%) JavaScript
13 5 (0.68%) PHP
14 4 (0.54%) PL/SQL
15 3 (0.41%) C++
15 3 (0.41%) Ruby
16 2 (0.27%) Fortran
16 2 (0.27%) Groovy
17 1 (0.14%) Shell Script
Qualifications
1 85 (11.55%) Security Cleared
2 43 (5.84%) Degree
3 38 (5.16%) SC Cleared
4 17 (2.31%) Microsoft Certification
5 16 (2.17%) Computer Science Degree
6 12 (1.63%) CISSP
6 12 (1.63%) DV Cleared
6 12 (1.63%) MCSE
6 12 (1.63%) OCP
6 12 (1.63%) Oracle Certification
7 11 (1.49%) Azure Certification
8 9 (1.22%) AWS Certification
9 8 (1.09%) SnowPro
10 6 (0.82%) Master's Degree
11 4 (0.54%) BPSS Clearance
11 4 (0.54%) ISTQB
12 2 (0.27%) PhD
13 1 (0.14%) AWS Certified Solutions Architect
13 1 (0.14%) HNC
13 1 (0.14%) HND
Quality Assurance & Compliance
1 127 (17.26%) Data Quality
2 45 (6.11%) GDPR
3 9 (1.22%) Accessibility
4 7 (0.95%) ISO/IEC 27001
5 6 (0.82%) SLA
6 5 (0.68%) QA
7 3 (0.41%) HIPAA
8 1 (0.14%) California Consumer Privacy Act
8 1 (0.14%) NIST
8 1 (0.14%) Sarbanes-Oxley
System Software
1 47 (6.39%) Docker
2 9 (1.22%) HDFS
3 3 (0.41%) Active Directory
4 1 (0.14%) Apache ZooKeeper
Systems Management
1 47 (6.39%) Terraform
2 38 (5.16%) Kubernetes
3 6 (0.82%) Ansible
4 3 (0.41%) Argo
4 3 (0.41%) Control-M
4 3 (0.41%) Puppet
5 2 (0.27%) Grafana
5 2 (0.27%) Progress Chef
6 1 (0.14%) Ambari
6 1 (0.14%) ZABBIX
Vendors
1 178 (24.18%) Databricks
2 117 (15.90%) Microsoft
3 37 (5.03%) Oracle
4 13 (1.77%) Talend
5 12 (1.63%) Google
6 9 (1.22%) Informatica
7 8 (1.09%) Dataiku
7 8 (1.09%) Palantir
8 7 (0.95%) Cloudera
8 7 (0.95%) SAP
9 6 (0.82%) OpenAI
10 5 (0.68%) Netezza
11 4 (0.54%) Dell
11 4 (0.54%) IBM
12 3 (0.41%) BMC
12 3 (0.41%) Foundry
12 3 (0.41%) Red Hat
13 2 (0.27%) Alteryx
13 2 (0.27%) Bloomberg
13 2 (0.27%) MuleSoft