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 26 January 2026.

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

6 months to
26 Jan 2026
Same period 2025 Same period 2024
Rank 160 198 133
Rank change year-on-year +38 -65 +19
Permanent jobs requiring a Data Engineer 821 740 1,396
As % of all permanent jobs in England 1.49% 1.56% 2.33%
As % of the Job Titles category 1.64% 1.70% 2.45%
Number of salaries quoted 614 571 1,067
10th Percentile £46,000 £45,000 £39,252
25th Percentile £55,487 £53,000 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -7.14%
75th Percentile £85,000 £92,500 £85,000
90th Percentile £100,000 £115,000 £100,000
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 50,169 43,645 57,017
% of permanent jobs with a recognized job title 90.97% 92.09% 95.01%
Number of salaries quoted 31,870 22,677 45,397
10th Percentile £29,000 £33,750 £29,750
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% -9.09%

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 26 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 26 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 +26 364 £80,000 -5.88% 180
North of England +28 128 £65,000 +4.00% 92
Midlands +56 118 £60,000 +9.09% 69
West Midlands +69 97 £60,000 +9.09% 43
South East +8 86 £65,000 - 194
North West +41 71 £63,750 +6.25% 53
South West +8 59 £65,000 +18.18% 62
East of England +36 51 £65,000 +18.18% 70
Yorkshire -2 46 £65,000 +4.00% 26
East Midlands -13 21 £65,000 +14.04% 26
North East -5 11 £65,000 -5.45% 15
Data Engineer
UK

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

For the 6 months to 26 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.

1 429 (52.25%) SQL
2 406 (49.45%) Python
3 375 (45.68%) Data Engineering
4 352 (42.87%) Data Pipeline
5 323 (39.34%) ETL
6 320 (38.98%) Azure
7 306 (37.27%) Analytics
8 222 (27.04%) Data Modelling
9 204 (24.85%) AWS
10 193 (23.51%) Data Warehouse
11 188 (22.90%) Databricks
12 180 (21.92%) Business Intelligence
13 172 (20.95%) CI/CD
14 143 (17.42%) Power Platform
15 142 (17.30%) Data Quality
16 140 (17.05%) AI
16 140 (17.05%) Power BI
17 139 (16.93%) Agile
18 129 (15.71%) DevOps
19 128 (15.59%) Data Science
20 124 (15.10%) Azure Data Factory
21 123 (14.98%) Data Governance
22 119 (14.49%) Data Lake
22 119 (14.49%) Security Cleared
23 117 (14.25%) Decision-Making
24 116 (14.13%) Microsoft
24 116 (14.13%) Problem-Solving
25 109 (13.28%) Mentoring
26 106 (12.91%) Machine Learning
27 89 (10.84%) 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 (8.89%) Apache Spark
2 68 (8.28%) Apache Airflow
3 56 (6.82%) Apache
4 10 (1.22%) SAS
5 6 (0.73%) Confluence
6 3 (0.37%) 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 (0.85%) Microsoft Excel
2 6 (0.73%) Microsoft Office
3 2 (0.24%) Chatbot
3 2 (0.24%) 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
1 320 (38.98%) Azure
2 204 (24.85%) AWS
3 143 (17.42%) Power Platform
4 124 (15.10%) Azure Data Factory
5 86 (10.48%) GCP
6 78 (9.50%) Azure Synapse Analytics
6 78 (9.50%) Snowflake
7 60 (7.31%) Amazon S3
8 50 (6.09%) Azure DevOps
8 50 (6.09%) dbt
9 43 (5.24%) Serverless
10 36 (4.38%) AWS Lambda
11 35 (4.26%) SaaS
12 28 (3.41%) GitHub
13 22 (2.68%) Amazon Kinesis
14 21 (2.56%) AWS Step Functions
15 17 (2.07%) Fivetran
16 16 (1.95%) Microsoft Purview
17 15 (1.83%) Matillion
18 12 (1.46%) Amazon SageMaker
Communications & Networking
1 44 (5.36%) Structured Cabling
2 40 (4.87%) Wi-Fi
3 3 (0.37%) Broadband
3 3 (0.37%) 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
1 193 (23.51%) Data Warehouse
2 140 (17.05%) Power BI
3 119 (14.49%) Data Lake
4 89 (10.84%) SQL Server
5 57 (6.94%) Amazon Redshift
5 57 (6.94%) Metadata
6 48 (5.85%) Big Data
7 40 (4.87%) Azure SQL Database
7 40 (4.87%) Delta Lake
8 39 (4.75%) SQL Server Integration Services
9 32 (3.90%) SQL Server Reporting Services
10 31 (3.78%) Hadoop
10 31 (3.78%) NoSQL
11 27 (3.29%) BigQuery
11 27 (3.29%) Relational Database
11 27 (3.29%) Tableau
12 26 (3.17%) MySQL
12 26 (3.17%) PostgreSQL
13 23 (2.80%) Amazon Athena
14 21 (2.56%) Apache Iceberg
Development Applications
1 54 (6.58%) Git
2 12 (1.46%) JIRA
3 11 (1.34%) Jenkins
4 7 (0.85%) MLflow
5 5 (0.61%) GitLab
6 4 (0.49%) 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
1 177 (21.56%) Finance
2 125 (15.23%) Social Skills
3 71 (8.65%) Analytical Skills
4 51 (6.21%) Public Sector
5 46 (5.60%) Legal
6 29 (3.53%) Law
7 28 (3.41%) Manufacturing
8 25 (3.05%) Marketing
9 20 (2.44%) Inclusion and Diversity
10 19 (2.31%) Retail
11 18 (2.19%) Telecoms
12 17 (2.07%) Banking
13 12 (1.46%) Automotive
13 12 (1.46%) Financial Institution
13 12 (1.46%) Influencing Skills
14 9 (1.10%) Documentation Skills
15 8 (0.97%) Aerospace
16 7 (0.85%) Organisational Skills
17 6 (0.73%) Front Office
18 5 (0.61%) Military
Libraries, Frameworks & Software Standards
1 85 (10.35%) PySpark
2 55 (6.70%) Kafka
3 16 (1.95%) LangChain
4 14 (1.71%) PyTorch
5 12 (1.46%) Pandas
5 12 (1.46%) TensorFlow
6 10 (1.22%) Spark Streaming
7 9 (1.10%) REST
7 9 (1.10%) XML
8 8 (0.97%) boto
8 8 (0.97%) HTML
8 8 (0.97%) JSON
9 6 (0.73%) Apache NiFi
10 5 (0.61%) NumPy
10 5 (0.61%) pytest
10 5 (0.61%) scikit-learn
10 5 (0.61%) Snowpark
11 4 (0.49%) .NET
11 4 (0.49%) CSS
11 4 (0.49%) Node.js
Miscellaneous
1 33 (4.02%) Driving Licence
2 31 (3.78%) Onboarding
3 25 (3.05%) Cloud Native
4 24 (2.92%) Distributed Systems
5 23 (2.80%) Greenfield Project
6 18 (2.19%) Legacy Systems
7 12 (1.46%) Data Centre
7 12 (1.46%) Data Structures
7 12 (1.46%) e-Learning
8 11 (1.34%) Fibre Optics
8 11 (1.34%) Self-Motivation
9 10 (1.22%) Product Ownership
10 9 (1.10%) Distributed Computing
11 8 (0.97%) AI Agents
12 6 (0.73%) Algorithms
13 5 (0.61%) Low-Code
13 5 (0.61%) Management Information System
14 4 (0.49%) Analytical Mindset
14 4 (0.49%) Equities
14 4 (0.49%) Virtual Team
Operating Systems
1 10 (1.22%) Linux
2 6 (0.73%) Unix
3 1 (0.12%) Red Hat Enterprise Linux
3 1 (0.12%) Windows
Processes & Methodologies
1 375 (45.68%) Data Engineering
2 352 (42.87%) Data Pipeline
3 323 (39.34%) ETL
4 306 (37.27%) Analytics
5 222 (27.04%) Data Modelling
6 180 (21.92%) Business Intelligence
7 172 (20.95%) CI/CD
8 140 (17.05%) AI
9 139 (16.93%) Agile
10 129 (15.71%) DevOps
11 128 (15.59%) Data Science
12 123 (14.98%) Data Governance
13 117 (14.25%) Decision-Making
14 116 (14.13%) Problem-Solving
15 109 (13.28%) Mentoring
16 106 (12.91%) Machine Learning
17 72 (8.77%) Data Architecture
18 64 (7.80%) Data Integration
19 57 (6.94%) Migration
20 54 (6.58%) Data Strategy
Programming Languages
1 429 (52.25%) SQL
2 406 (49.45%) Python
3 62 (7.55%) Scala
4 43 (5.24%) Java
5 36 (4.38%) T-SQL
6 19 (2.31%) Data Analysis Expressions
7 18 (2.19%) Bash
7 18 (2.19%) C#
8 13 (1.58%) PowerShell
9 11 (1.34%) R
10 6 (0.73%) Bicep
10 6 (0.73%) TypeScript
11 5 (0.61%) Groovy
11 5 (0.61%) JavaScript
11 5 (0.61%) PHP
12 4 (0.49%) C++
13 3 (0.37%) PL/SQL
13 3 (0.37%) Ruby
14 2 (0.24%) Rust
15 1 (0.12%) Korn
Qualifications
1 119 (14.49%) Security Cleared
2 67 (8.16%) SC Cleared
3 50 (6.09%) Degree
4 19 (2.31%) Computer Science Degree
5 16 (1.95%) DV Cleared
5 16 (1.95%) Microsoft Certification
6 13 (1.58%) Azure Certification
7 12 (1.46%) CISSP
7 12 (1.46%) MCSE
7 12 (1.46%) OCP
7 12 (1.46%) Oracle Certification
8 9 (1.10%) AWS Certification
8 9 (1.10%) Master's Degree
9 8 (0.97%) SnowPro
10 7 (0.85%) BPSS Clearance
11 2 (0.24%) AWS Certified Solutions Architect
11 2 (0.24%) ISTQB
11 2 (0.24%) PhD
12 1 (0.12%) CITP
12 1 (0.12%) HNC
Quality Assurance & Compliance
1 142 (17.30%) Data Quality
2 46 (5.60%) GDPR
3 11 (1.34%) Accessibility
4 8 (0.97%) ISO/IEC 27001
5 6 (0.73%) QA
5 6 (0.73%) SLA
6 3 (0.37%) HIPAA
7 1 (0.12%) California Consumer Privacy Act
7 1 (0.12%) NIST
7 1 (0.12%) Sarbanes-Oxley
System Software
1 50 (6.09%) Docker
2 9 (1.10%) HDFS
3 3 (0.37%) Active Directory
4 1 (0.12%) Apache ZooKeeper
Systems Management
1 55 (6.70%) Terraform
2 44 (5.36%) Kubernetes
3 6 (0.73%) Ansible
4 3 (0.37%) Argo
4 3 (0.37%) Control-M
4 3 (0.37%) Puppet
5 2 (0.24%) Grafana
5 2 (0.24%) Progress Chef
6 1 (0.12%) Ambari
6 1 (0.12%) ZABBIX
Vendors
1 188 (22.90%) Databricks
2 116 (14.13%) Microsoft
3 38 (4.63%) Oracle
4 13 (1.58%) Google
4 13 (1.58%) Talend
5 10 (1.22%) Informatica
6 9 (1.10%) OpenAI
6 9 (1.10%) Palantir
7 8 (0.97%) Dataiku
8 7 (0.85%) Cloudera
8 7 (0.85%) SAP
9 5 (0.61%) Netezza
10 4 (0.49%) Dell
10 4 (0.49%) Foundry
10 4 (0.49%) IBM
11 3 (0.37%) BMC
11 3 (0.37%) Red Hat
12 2 (0.24%) Alteryx
12 2 (0.24%) Bloomberg
12 2 (0.24%) MuleSoft