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 11 March 2026.

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

6 months to
11 Mar 2026
Same period 2025 Same period 2024
Rank 142 168 142
Rank change year-on-year +26 -26 +16
Permanent jobs requiring a Data Engineer 967 711 1,515
As % of all permanent jobs in England 1.50% 1.81% 2.05%
As % of the Job Titles category 1.63% 1.99% 2.17%
Number of salaries quoted 731 572 1,118
10th Percentile £46,000 £47,500 £35,000
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -7.14%
75th Percentile £85,000 £97,500 £85,000
90th Percentile £97,500 £115,000 £97,500
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 59,237 35,681 69,690
% of permanent jobs with a recognized job title 91.80% 90.61% 94.43%
Number of salaries quoted 38,503 20,963 55,094
10th Percentile £30,000 £32,000 £28,500
25th Percentile £40,000 £45,000 £38,750
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -9.69%
75th Percentile £75,000 £80,000 £73,000
90th Percentile £95,000 £100,000 £92,500
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -8.33%

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 11 March 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 11 March 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 +35 412 £80,000 -11.11% 156
North of England +5 148 £65,000 +4.00% 78
Midlands +43 130 £60,000 +9.09% 55
South East +11 130 £60,000 -14.29% 103
West Midlands +54 109 £60,000 +9.09% 41
North West +29 87 £65,000 +8.33% 40
South West +15 67 £65,000 +18.18% 44
East of England +35 59 £65,000 -1.89% 18
Yorkshire -39 49 £65,000 +8.33% 28
East Midlands -34 21 £65,000 +20.93% 14
North East -13 12 £65,000 +4.00% 10
Data Engineer
UK

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

For the 6 months to 11 March 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.

1 456 (47.16%) SQL
2 443 (45.81%) Python
3 389 (40.23%) Data Pipeline
4 381 (39.40%) Data Engineering
5 351 (36.30%) Analytics
6 345 (35.68%) ETL
7 339 (35.06%) Azure
8 257 (26.58%) Data Modelling
9 233 (24.10%) AWS
10 204 (21.10%) Databricks
11 203 (20.99%) CI/CD
12 188 (19.44%) Business Intelligence
13 174 (17.99%) Data Warehouse
14 164 (16.96%) Data Quality
15 150 (15.51%) Agile
16 142 (14.68%) AI
16 142 (14.68%) Power Platform
17 141 (14.58%) Data Science
17 141 (14.58%) Security Cleared
18 140 (14.48%) Power BI
19 137 (14.17%) Azure Data Factory
20 133 (13.75%) Data Governance
21 130 (13.44%) Problem-Solving
22 129 (13.34%) DevOps
23 125 (12.93%) Microsoft
24 123 (12.72%) Decision-Making
25 113 (11.69%) Data Lake
26 112 (11.58%) Machine Learning
27 105 (10.86%) Apache Airflow
28 100 (10.34%) GCP

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
1 105 (10.86%) Apache Airflow
2 74 (7.65%) Apache Spark
3 59 (6.10%) Apache
4 15 (1.55%) SAS
5 7 (0.72%) Confluence
6 4 (0.41%) Palantir Foundry
7 2 (0.21%) Apache Qpid
7 2 (0.21%) Oracle Application Server
8 1 (0.10%) Apache Solr
8 1 (0.10%) ArcGIS
8 1 (0.10%) GeoServer
8 1 (0.10%) IIS
8 1 (0.10%) Oracle SOA Suite
8 1 (0.10%) SharePoint
Applications
1 9 (0.93%) Microsoft Excel
2 8 (0.83%) Microsoft Office
3 2 (0.21%) Chatbot
3 2 (0.21%) Microsoft PowerPoint
4 1 (0.10%) Notion
Business Applications
1 1 (0.10%) NetSuite
1 1 (0.10%) Oracle BPM
1 1 (0.10%) Primavera
1 1 (0.10%) SimCorp Dimension
Cloud Services
1 339 (35.06%) Azure
2 233 (24.10%) AWS
3 142 (14.68%) Power Platform
4 137 (14.17%) Azure Data Factory
5 100 (10.34%) GCP
6 88 (9.10%) Snowflake
7 83 (8.58%) dbt
8 80 (8.27%) Azure Synapse Analytics
9 63 (6.51%) Amazon S3
10 52 (5.38%) Azure DevOps
11 40 (4.14%) Serverless
12 37 (3.83%) AWS Lambda
13 29 (3.00%) SaaS
14 28 (2.90%) GitHub
15 24 (2.48%) Amazon Kinesis
16 19 (1.96%) Fivetran
17 17 (1.76%) AWS Step Functions
18 16 (1.65%) Amazon EMR
19 14 (1.45%) Matillion
19 14 (1.45%) Microsoft Purview
Communications & Networking
1 41 (4.24%) Structured Cabling
2 36 (3.72%) Wi-Fi
3 20 (2.07%) Broadband
4 5 (0.52%) DSLAM
5 4 (0.41%) Kerberos
6 1 (0.10%) 4G
6 1 (0.10%) 5G
6 1 (0.10%) LTE
6 1 (0.10%) Software-Defined Radio
6 1 (0.10%) Wireless
Database & Business Intelligence
1 174 (17.99%) Data Warehouse
2 140 (14.48%) Power BI
3 113 (11.69%) Data Lake
4 78 (8.07%) SQL Server
5 62 (6.41%) Amazon Redshift
6 59 (6.10%) Metadata
7 46 (4.76%) Azure SQL Database
8 41 (4.24%) Delta Lake
9 38 (3.93%) Big Data
9 38 (3.93%) Relational Database
10 36 (3.72%) BigQuery
10 36 (3.72%) SQL Server Integration Services
11 32 (3.31%) SQL Server Reporting Services
12 29 (3.00%) PostgreSQL
13 28 (2.90%) Apache Iceberg
13 28 (2.90%) MySQL
13 28 (2.90%) Tableau
14 26 (2.69%) Amazon Athena
15 25 (2.59%) NoSQL
16 18 (1.86%) MongoDB
Development Applications
1 64 (6.62%) Git
2 8 (0.83%) JIRA
2 8 (0.83%) MLflow
3 7 (0.72%) Jenkins
4 6 (0.62%) GitLab
5 4 (0.41%) LabVIEW
6 2 (0.21%) Deequ
6 2 (0.21%) TeamCity
6 2 (0.21%) Visual Studio
7 1 (0.10%) Bitbucket
7 1 (0.10%) DBeaver
7 1 (0.10%) Oracle APEX
7 1 (0.10%) Robot Framework
7 1 (0.10%) Selenium
7 1 (0.10%) SQL Server Management Studio (SSMS)
General
1 166 (17.17%) Finance
2 128 (13.24%) Social Skills
3 82 (8.48%) Analytical Skills
4 69 (7.14%) Public Sector
5 31 (3.21%) Telecoms
6 30 (3.10%) Legal
7 29 (3.00%) Manufacturing
8 28 (2.90%) Law
9 20 (2.07%) Retail
10 19 (1.96%) Marketing
11 18 (1.86%) Banking
12 17 (1.76%) Inclusion and Diversity
13 11 (1.14%) Automotive
13 11 (1.14%) Documentation Skills
14 8 (0.83%) Organisational Skills
15 7 (0.72%) Aerospace
15 7 (0.72%) Financial Institution
15 7 (0.72%) Military
16 6 (0.62%) Influencing Skills
17 5 (0.52%) Front Office
Libraries, Frameworks & Software Standards
1 92 (9.51%) PySpark
2 64 (6.62%) Kafka
3 17 (1.76%) LangChain
4 16 (1.65%) Pandas
5 13 (1.34%) PyTorch
6 12 (1.24%) TensorFlow
7 11 (1.14%) JSON
8 9 (0.93%) REST
9 8 (0.83%) HTML
9 8 (0.83%) XML
10 7 (0.72%) NumPy
11 6 (0.62%) Apache NiFi
11 6 (0.62%) gRPC
12 5 (0.52%) pytest
12 5 (0.52%) scikit-learn
12 5 (0.52%) Streamlit
13 4 (0.41%) boto
13 4 (0.41%) Node.js
13 4 (0.41%) OAuth
13 4 (0.41%) Spark Streaming
Miscellaneous
1 34 (3.52%) Cloud Native
2 33 (3.41%) Driving Licence
3 25 (2.59%) Onboarding
4 21 (2.17%) Distributed Systems
5 19 (1.96%) Fibre Optics
6 17 (1.76%) Greenfield Project
7 15 (1.55%) Data Centre
7 15 (1.55%) Legacy Systems
8 14 (1.45%) Data Structures
9 13 (1.34%) Product Ownership
10 11 (1.14%) AI Agents
10 11 (1.14%) Distributed Computing
10 11 (1.14%) Self-Motivation
11 9 (0.93%) Video\Live Streaming
12 8 (0.83%) Over-the-Top Content
13 7 (0.72%) Social Media
14 6 (0.62%) Anti-Piracy
14 6 (0.62%) e-Learning
14 6 (0.62%) Replication
15 5 (0.52%) Algorithms
Operating Systems
1 13 (1.34%) Linux
2 5 (0.52%) Unix
3 1 (0.10%) Red Hat Enterprise Linux
3 1 (0.10%) Windows
Processes & Methodologies
1 389 (40.23%) Data Pipeline
2 381 (39.40%) Data Engineering
3 351 (36.30%) Analytics
4 345 (35.68%) ETL
5 257 (26.58%) Data Modelling
6 203 (20.99%) CI/CD
7 188 (19.44%) Business Intelligence
8 150 (15.51%) Agile
9 142 (14.68%) AI
10 141 (14.58%) Data Science
11 133 (13.75%) Data Governance
12 130 (13.44%) Problem-Solving
13 129 (13.34%) DevOps
14 123 (12.72%) Decision-Making
15 112 (11.58%) Machine Learning
16 97 (10.03%) Mentoring
17 81 (8.38%) Data Architecture
18 75 (7.76%) Data Integration
19 59 (6.10%) Visualisation
20 58 (6.00%) Migration
Programming Languages
1 456 (47.16%) SQL
2 443 (45.81%) Python
3 50 (5.17%) Scala
4 37 (3.83%) Java
5 25 (2.59%) T-SQL
6 22 (2.28%) Bash
7 17 (1.76%) C#
8 13 (1.34%) PowerShell
9 12 (1.24%) Data Analysis Expressions
10 10 (1.03%) C++
10 10 (1.03%) R
11 9 (0.93%) TypeScript
12 8 (0.83%) JavaScript
13 6 (0.62%) Bicep
13 6 (0.62%) Go
14 5 (0.52%) PHP
15 4 (0.41%) Groovy
16 3 (0.31%) Ruby
17 2 (0.21%) Rust
18 1 (0.10%) Korn
Qualifications
1 141 (14.58%) Security Cleared
2 85 (8.79%) SC Cleared
3 50 (5.17%) Degree
4 25 (2.59%) Computer Science Degree
5 24 (2.48%) DV Cleared
6 11 (1.14%) Azure Certification
6 11 (1.14%) Master's Degree
7 10 (1.03%) Microsoft Certification
8 9 (0.93%) BPSS Clearance
9 8 (0.83%) CISSP
10 7 (0.72%) DBS Check
10 7 (0.72%) MCSE
10 7 (0.72%) OCP
10 7 (0.72%) Oracle Certification
11 4 (0.41%) AWS Certification
12 3 (0.31%) AWS Certified Solutions Architect
12 3 (0.31%) SnowPro
13 2 (0.21%) PhD
14 1 (0.10%) CISM
14 1 (0.10%) CITP
Quality Assurance & Compliance
1 164 (16.96%) Data Quality
2 43 (4.45%) GDPR
3 13 (1.34%) SLA
4 11 (1.14%) Accessibility
5 6 (0.62%) ISO/IEC 27001
6 5 (0.52%) QA
7 3 (0.31%) HIPAA
8 1 (0.10%) California Consumer Privacy Act
8 1 (0.10%) NIST
8 1 (0.10%) PCI DSS
8 1 (0.10%) Sarbanes-Oxley
8 1 (0.10%) SOC 2
System Software
1 61 (6.31%) Docker
2 4 (0.41%) Active Directory
2 4 (0.41%) HDFS
3 1 (0.10%) Apache ZooKeeper
Systems Management
1 77 (7.96%) Terraform
2 46 (4.76%) Kubernetes
3 5 (0.52%) Ansible
4 3 (0.31%) Argo
4 3 (0.31%) Control-M
5 2 (0.21%) Grafana
6 1 (0.10%) Ambari
6 1 (0.10%) CASB
6 1 (0.10%) Kubeflow
6 1 (0.10%) Prometheus
6 1 (0.10%) Puppet
6 1 (0.10%) ZABBIX
Vendors
1 204 (21.10%) Databricks
2 125 (12.93%) Microsoft
3 33 (3.41%) Oracle
4 22 (2.28%) Google
5 15 (1.55%) Informatica
5 15 (1.55%) Talend
6 11 (1.14%) Palantir
7 9 (0.93%) OpenAI
8 7 (0.72%) Cloudera
8 7 (0.72%) Dataiku
9 6 (0.62%) Foundry
9 6 (0.62%) Typelevel
10 5 (0.52%) BT
10 5 (0.52%) Confluent
10 5 (0.52%) Dell
10 5 (0.52%) Netezza
10 5 (0.52%) SAP
11 4 (0.41%) IBM
12 3 (0.31%) BMC
12 3 (0.31%) Red Hat