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 28 March 2026.

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

6 months to
28 Mar 2026
Same period 2025 Same period 2024
Rank 129 166 142
Rank change year-on-year +37 -24 +18
Permanent jobs requiring a Data Engineer 1,078 694 1,573
As % of all permanent jobs in England 1.56% 1.90% 2.03%
As % of the Job Titles category 1.69% 2.11% 2.15%
Number of salaries quoted 824 559 1,113
10th Percentile £45,215 £47,500 £34,905
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -9.77%
75th Percentile £85,000 £97,987 £83,750
90th Percentile £97,125 £115,000 £97,500
UK median annual salary £69,479 £70,000 £65,000
% change year-on-year -0.74% +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 63,758 32,852 73,138
% of permanent jobs with a recognized job title 92.10% 89.98% 94.39%
Number of salaries quoted 41,794 21,037 57,181
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £43,500 £38,734
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -9.19%
75th Percentile £75,000 £80,000 £72,500
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 28 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 28 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 +20 448 £80,000 -11.11% 158
North of England +2 166 £66,750 +6.80% 87
South East +12 159 £55,000 -21.43% 91
Midlands +34 137 £60,000 +9.09% 59
West Midlands +58 115 £60,000 +9.09% 45
North West +22 88 £65,000 +1.76% 56
South West -2 74 £70,000 +27.27% 38
East of England +22 70 £65,000 -1.89% 17
Yorkshire -44 63 £72,500 +20.83% 19
East Midlands -46 22 £63,750 +21.43% 14
North East -16 15 £67,500 -6.90% 13
Data Engineer
UK

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

For the 6 months to 28 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.

1 502 (46.57%) SQL
2 485 (44.99%) Python
3 434 (40.26%) Data Pipeline
4 414 (38.40%) Data Engineering
5 404 (37.48%) Analytics
6 375 (34.79%) ETL
7 374 (34.69%) Azure
8 289 (26.81%) Data Modelling
9 249 (23.10%) AWS
10 232 (21.52%) Databricks
11 226 (20.96%) CI/CD
12 199 (18.46%) Business Intelligence
13 184 (17.07%) Data Warehouse
14 182 (16.88%) Data Quality
15 171 (15.86%) AI
16 167 (15.49%) Agile
17 151 (14.01%) Azure Data Factory
18 149 (13.82%) Data Science
18 149 (13.82%) Microsoft
19 146 (13.54%) Power Platform
20 144 (13.36%) Decision-Making
20 144 (13.36%) Power BI
20 144 (13.36%) Security Cleared
21 143 (13.27%) Data Governance
22 140 (12.99%) Problem-Solving
23 139 (12.89%) DevOps
24 129 (11.97%) Machine Learning
25 114 (10.58%) Apache Airflow
26 113 (10.48%) Data Lake
27 105 (9.74%) 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
1 114 (10.58%) Apache Airflow
2 71 (6.59%) Apache Spark
3 63 (5.84%) Apache
4 16 (1.48%) SAS
5 7 (0.65%) Confluence
6 5 (0.46%) Palantir Foundry
7 2 (0.19%) Apache Qpid
7 2 (0.19%) Oracle Application Server
8 1 (0.093%) Apache Solr
8 1 (0.093%) IIS
8 1 (0.093%) Oracle SOA Suite
8 1 (0.093%) SharePoint
Applications
1 9 (0.83%) Microsoft Excel
2 6 (0.56%) Microsoft Office
3 2 (0.19%) Chatbot
3 2 (0.19%) Microsoft PowerPoint
4 1 (0.093%) Notion
Business Applications
1 1 (0.093%) NetSuite
1 1 (0.093%) Oracle BPM
1 1 (0.093%) Primavera
1 1 (0.093%) SimCorp Dimension
Cloud Services
1 374 (34.69%) Azure
2 249 (23.10%) AWS
3 151 (14.01%) Azure Data Factory
4 146 (13.54%) Power Platform
5 105 (9.74%) GCP
6 91 (8.44%) Snowflake
7 88 (8.16%) dbt
8 86 (7.98%) Azure Synapse Analytics
9 64 (5.94%) Amazon S3
10 52 (4.82%) Azure DevOps
11 40 (3.71%) Serverless
12 35 (3.25%) AWS Lambda
13 33 (3.06%) SaaS
14 32 (2.97%) GitHub
15 24 (2.23%) Amazon Kinesis
16 19 (1.76%) Fivetran
17 17 (1.58%) Amazon EMR
18 16 (1.48%) Microsoft Purview
19 15 (1.39%) Dagster
19 15 (1.39%) Matillion
Communications & Networking
1 30 (2.78%) Structured Cabling
2 24 (2.23%) Broadband
2 24 (2.23%) Wi-Fi
3 5 (0.46%) DSLAM
4 4 (0.37%) Kerberos
5 3 (0.28%) Software-Defined Radio
6 1 (0.093%) 4G
6 1 (0.093%) 5G
6 1 (0.093%) LTE
6 1 (0.093%) Wireless
Database & Business Intelligence
1 184 (17.07%) Data Warehouse
2 144 (13.36%) Power BI
3 113 (10.48%) Data Lake
4 88 (8.16%) SQL Server
5 59 (5.47%) Amazon Redshift
6 55 (5.10%) Metadata
7 49 (4.55%) Relational Database
8 47 (4.36%) Azure SQL Database
9 39 (3.62%) Big Data
9 39 (3.62%) Delta Lake
10 37 (3.43%) BigQuery
10 37 (3.43%) SQL Server Integration Services
11 33 (3.06%) NoSQL
11 33 (3.06%) SQL Server Reporting Services
12 32 (2.97%) PostgreSQL
13 31 (2.88%) MySQL
14 30 (2.78%) Tableau
15 25 (2.32%) Amazon Athena
15 25 (2.32%) Apache Iceberg
16 21 (1.95%) MongoDB
Development Applications
1 69 (6.40%) Git
2 9 (0.83%) JIRA
3 8 (0.74%) Jenkins
3 8 (0.74%) MLflow
4 5 (0.46%) GitLab
5 4 (0.37%) LabVIEW
6 3 (0.28%) Visual Studio
7 2 (0.19%) Deequ
7 2 (0.19%) Selenium
7 2 (0.19%) TeamCity
8 1 (0.093%) Bitbucket
8 1 (0.093%) DBeaver
8 1 (0.093%) Oracle APEX
8 1 (0.093%) Robot Framework
8 1 (0.093%) SQL Server Management Studio (SSMS)
General
1 183 (16.98%) Finance
2 129 (11.97%) Social Skills
3 96 (8.91%) Analytical Skills
4 75 (6.96%) Public Sector
5 31 (2.88%) Law
5 31 (2.88%) Manufacturing
6 29 (2.69%) Telecoms
7 21 (1.95%) Legal
8 20 (1.86%) Marketing
8 20 (1.86%) Retail
9 18 (1.67%) Banking
9 18 (1.67%) Inclusion and Diversity
10 11 (1.02%) Automotive
10 11 (1.02%) Documentation Skills
11 8 (0.74%) Military
11 8 (0.74%) Organisational Skills
12 7 (0.65%) Aerospace
13 6 (0.56%) Advertising
13 6 (0.56%) Influencing Skills
14 5 (0.46%) Games
Libraries, Frameworks & Software Standards
1 103 (9.55%) PySpark
2 73 (6.77%) Kafka
3 17 (1.58%) Pandas
4 16 (1.48%) LangChain
5 12 (1.11%) PyTorch
6 11 (1.02%) JSON
6 11 (1.02%) REST
6 11 (1.02%) TensorFlow
7 10 (0.93%) gRPC
8 9 (0.83%) Apache NiFi
9 8 (0.74%) HTML
10 7 (0.65%) NumPy
10 7 (0.65%) XML
11 5 (0.46%) .NET
11 5 (0.46%) ARM Templates
11 5 (0.46%) pytest
11 5 (0.46%) scikit-learn
11 5 (0.46%) Streamlit
12 4 (0.37%) CSS
12 4 (0.37%) LDAP
Miscellaneous
1 38 (3.53%) Cloud Native
2 24 (2.23%) Distributed Systems
2 24 (2.23%) Driving Licence
3 17 (1.58%) Fibre Optics
4 16 (1.48%) Onboarding
4 16 (1.48%) Product Ownership
5 15 (1.39%) Legacy Systems
6 14 (1.30%) Greenfield Project
7 13 (1.21%) Data Structures
7 13 (1.21%) Video\Live Streaming
8 12 (1.11%) Data Centre
8 12 (1.11%) Over-the-Top Content
9 11 (1.02%) AI Agents
9 11 (1.02%) Distributed Computing
9 11 (1.02%) Self-Motivation
10 8 (0.74%) Replication
11 7 (0.65%) Enterprise Cloud
11 7 (0.65%) Social Media
12 6 (0.56%) Anti-Piracy
12 6 (0.56%) Management Information System
Operating Systems
1 15 (1.39%) Linux
2 5 (0.46%) Unix
3 2 (0.19%) Windows
4 1 (0.093%) Red Hat Enterprise Linux
4 1 (0.093%) Windows Server
Processes & Methodologies
1 434 (40.26%) Data Pipeline
2 414 (38.40%) Data Engineering
3 404 (37.48%) Analytics
4 375 (34.79%) ETL
5 289 (26.81%) Data Modelling
6 226 (20.96%) CI/CD
7 199 (18.46%) Business Intelligence
8 171 (15.86%) AI
9 167 (15.49%) Agile
10 149 (13.82%) Data Science
11 144 (13.36%) Decision-Making
12 143 (13.27%) Data Governance
13 140 (12.99%) Problem-Solving
14 139 (12.89%) DevOps
15 129 (11.97%) Machine Learning
16 96 (8.91%) Mentoring
17 92 (8.53%) Data Architecture
18 85 (7.88%) Data Integration
19 68 (6.31%) Platform Engineering
20 61 (5.66%) Visualisation
Programming Languages
1 502 (46.57%) SQL
2 485 (44.99%) Python
3 53 (4.92%) Scala
4 37 (3.43%) Java
5 23 (2.13%) Bash
6 22 (2.04%) T-SQL
7 16 (1.48%) C#
8 13 (1.21%) PowerShell
9 12 (1.11%) Data Analysis Expressions
10 11 (1.02%) TypeScript
11 10 (0.93%) C++
11 10 (0.93%) Go
11 10 (0.93%) R
12 8 (0.74%) JavaScript
13 6 (0.56%) Bicep
13 6 (0.56%) Groovy
14 5 (0.46%) PHP
15 3 (0.28%) Ruby
16 2 (0.19%) Rust
17 1 (0.093%) Korn
Qualifications
1 144 (13.36%) Security Cleared
2 87 (8.07%) SC Cleared
3 58 (5.38%) Degree
4 34 (3.15%) Computer Science Degree
5 33 (3.06%) DV Cleared
6 12 (1.11%) Master's Degree
7 11 (1.02%) Azure Certification
8 9 (0.83%) BPSS Clearance
9 7 (0.65%) DBS Check
10 6 (0.56%) Microsoft Certification
11 5 (0.46%) AWS Certification
11 5 (0.46%) CISSP
12 4 (0.37%) AWS Certified Solutions Architect
12 4 (0.37%) MCSE
12 4 (0.37%) OCP
12 4 (0.37%) Oracle Certification
13 3 (0.28%) SnowPro
14 2 (0.19%) CITP
15 1 (0.093%) CISM
15 1 (0.093%) PhD
Quality Assurance & Compliance
1 182 (16.88%) Data Quality
2 42 (3.90%) GDPR
3 18 (1.67%) SLA
4 11 (1.02%) Accessibility
5 6 (0.56%) ISO/IEC 27001
6 5 (0.46%) QA
7 3 (0.28%) HIPAA
8 1 (0.093%) California Consumer Privacy Act
8 1 (0.093%) NIST
8 1 (0.093%) PCI DSS
8 1 (0.093%) Sarbanes-Oxley
8 1 (0.093%) SOC 2
System Software
1 63 (5.84%) Docker
2 4 (0.37%) Active Directory
3 3 (0.28%) HDFS
4 1 (0.093%) Apache ZooKeeper
Systems Management
1 93 (8.63%) Terraform
2 47 (4.36%) Kubernetes
3 5 (0.46%) Ansible
4 3 (0.28%) Argo
4 3 (0.28%) Control-M
4 3 (0.28%) Grafana
5 1 (0.093%) Ambari
5 1 (0.093%) CASB
5 1 (0.093%) Kubeflow
5 1 (0.093%) Prometheus
5 1 (0.093%) Puppet
5 1 (0.093%) ZABBIX
Vendors
1 232 (21.52%) Databricks
2 149 (13.82%) Microsoft
3 35 (3.25%) Oracle
4 23 (2.13%) Google
5 18 (1.67%) Talend
6 17 (1.58%) Informatica
7 14 (1.30%) Palantir
8 10 (0.93%) Typelevel
9 9 (0.83%) OpenAI
10 8 (0.74%) Cloudera
10 8 (0.74%) Foundry
11 5 (0.46%) BT
11 5 (0.46%) Confluent
11 5 (0.46%) Dataiku
11 5 (0.46%) Netezza
11 5 (0.46%) SAP
12 4 (0.37%) Dell
12 4 (0.37%) IBM
13 3 (0.28%) BMC
13 3 (0.28%) Red Hat