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 3 April 2026.

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

6 months to
3 Apr 2026
Same period 2025 Same period 2024
Rank 127 166 144
Rank change year-on-year +39 -22 +19
Permanent jobs requiring a Data Engineer 1,123 686 1,579
As % of all permanent jobs in England 1.58% 1.88% 2.01%
As % of the Job Titles category 1.71% 2.09% 2.13%
Number of salaries quoted 865 551 1,114
10th Percentile £46,100 £47,500 £34,097
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £67,500 £71,991 £65,000
Median % change year-on-year -6.24% +10.76% -10.34%
75th Percentile £85,000 £99,375 £83,750
90th Percentile £97,500 £115,000 £97,500
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 65,559 32,850 74,204
% of permanent jobs with a recognized job title 92.22% 89.88% 94.37%
Number of salaries quoted 43,137 21,103 57,884
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £42,500 £38,676
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -8.71%
75th Percentile £75,000 £80,000 £72,500
90th Percentile £95,000 £100,000 £91,934
UK median annual salary £55,000 £60,000 £54,995
% change year-on-year -8.33% +9.10% -8.34%

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 3 April 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 3 April 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 +29 458 £80,000 -13.51% 158
North of England +2 182 £70,000 +12.00% 87
South East +21 165 £55,000 -21.43% 91
Midlands +36 140 £62,500 +13.64% 59
West Midlands +55 118 £62,250 +13.18% 45
North West +20 96 £68,375 +5.19% 56
South West +7 81 £57,500 +4.55% 38
East of England +25 72 £65,000 -0.19% 17
Yorkshire -35 68 £71,250 +18.75% 19
East Midlands -44 22 £63,750 +21.43% 14
North East -10 18 £70,000 -3.45% 13
Data Engineer
UK

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

For the 6 months to 3 April 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.

1 511 (45.50%) SQL
2 492 (43.81%) Python
3 443 (39.45%) Data Pipeline
4 430 (38.29%) Data Engineering
5 422 (37.58%) Analytics
6 387 (34.46%) ETL
7 386 (34.37%) Azure
8 295 (26.27%) Data Modelling
9 256 (22.80%) AWS
10 241 (21.46%) Databricks
11 228 (20.30%) CI/CD
12 199 (17.72%) Business Intelligence
13 191 (17.01%) Data Quality
14 185 (16.47%) Data Warehouse
15 178 (15.85%) AI
16 171 (15.23%) Agile
17 158 (14.07%) Azure Data Factory
18 150 (13.36%) Data Science
19 149 (13.27%) Microsoft
20 147 (13.09%) Decision-Making
20 147 (13.09%) Power Platform
21 145 (12.91%) Data Governance
22 144 (12.82%) Power BI
23 143 (12.73%) Problem-Solving
24 141 (12.56%) DevOps
24 141 (12.56%) Security Cleared
25 130 (11.58%) Machine Learning
26 116 (10.33%) Data Lake
27 115 (10.24%) Apache Airflow
28 109 (9.71%) 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
1 115 (10.24%) Apache Airflow
2 69 (6.14%) Apache Spark
3 63 (5.61%) Apache
4 16 (1.42%) SAS
5 8 (0.71%) Confluence
6 6 (0.53%) Palantir Foundry
7 2 (0.18%) Apache Qpid
7 2 (0.18%) Oracle Application Server
8 1 (0.089%) Apache Solr
8 1 (0.089%) GeoServer
8 1 (0.089%) IIS
8 1 (0.089%) Oracle SOA Suite
8 1 (0.089%) SharePoint
Applications
1 7 (0.62%) Microsoft Excel
2 5 (0.45%) Microsoft Office
3 2 (0.18%) Chatbot
4 1 (0.089%) Microsoft PowerPoint
4 1 (0.089%) Notion
Business Applications
1 1 (0.089%) NetSuite
1 1 (0.089%) Oracle BPM
1 1 (0.089%) Primavera
1 1 (0.089%) SimCorp Dimension
Cloud Services
1 386 (34.37%) Azure
2 256 (22.80%) AWS
3 158 (14.07%) Azure Data Factory
4 147 (13.09%) Power Platform
5 109 (9.71%) GCP
6 93 (8.28%) Snowflake
7 90 (8.01%) dbt
8 89 (7.93%) Azure Synapse Analytics
9 62 (5.52%) Amazon S3
10 52 (4.63%) Azure DevOps
11 40 (3.56%) Serverless
12 35 (3.12%) SaaS
13 33 (2.94%) AWS Lambda
14 31 (2.76%) GitHub
15 25 (2.23%) Amazon Kinesis
16 18 (1.60%) Dagster
17 17 (1.51%) Fivetran
17 17 (1.51%) Microsoft Purview
18 15 (1.34%) Amazon EMR
18 15 (1.34%) AWS Step Functions
Communications & Networking
1 26 (2.32%) Structured Cabling
2 25 (2.23%) Broadband
3 19 (1.69%) Wi-Fi
4 5 (0.45%) DSLAM
5 3 (0.27%) Software-Defined Radio
6 2 (0.18%) Kerberos
7 1 (0.089%) 4G
7 1 (0.089%) 5G
7 1 (0.089%) Internet
7 1 (0.089%) LTE
7 1 (0.089%) Wireless
Database & Business Intelligence
1 185 (16.47%) Data Warehouse
2 144 (12.82%) Power BI
3 116 (10.33%) Data Lake
4 86 (7.66%) SQL Server
5 62 (5.52%) Amazon Redshift
6 56 (4.99%) Metadata
7 53 (4.72%) Relational Database
8 47 (4.19%) Azure SQL Database
9 41 (3.65%) BigQuery
10 40 (3.56%) Big Data
10 40 (3.56%) SQL Server Integration Services
11 39 (3.47%) Delta Lake
12 36 (3.21%) SQL Server Reporting Services
13 35 (3.12%) NoSQL
14 33 (2.94%) PostgreSQL
15 32 (2.85%) MySQL
16 30 (2.67%) Tableau
17 25 (2.23%) Amazon Athena
18 23 (2.05%) Apache Iceberg
19 22 (1.96%) Spark SQL
Development Applications
1 71 (6.32%) Git
2 10 (0.89%) JIRA
3 8 (0.71%) MLflow
4 7 (0.62%) Jenkins
5 4 (0.36%) GitLab
5 4 (0.36%) LabVIEW
6 3 (0.27%) Visual Studio
7 2 (0.18%) TeamCity
8 1 (0.089%) Bitbucket
8 1 (0.089%) DBeaver
8 1 (0.089%) Deequ
8 1 (0.089%) Oracle APEX
8 1 (0.089%) Robot Framework
8 1 (0.089%) Selenium
8 1 (0.089%) SQL Server Management Studio (SSMS)
General
1 189 (16.83%) Finance
2 128 (11.40%) Social Skills
3 103 (9.17%) Analytical Skills
4 79 (7.03%) Public Sector
5 32 (2.85%) Manufacturing
6 31 (2.76%) Law
7 29 (2.58%) Telecoms
8 18 (1.60%) Banking
8 18 (1.60%) Inclusion and Diversity
8 18 (1.60%) Marketing
9 17 (1.51%) Retail
10 15 (1.34%) Legal
11 12 (1.07%) Documentation Skills
12 11 (0.98%) Automotive
13 10 (0.89%) Organisational Skills
14 9 (0.80%) Military
15 8 (0.71%) Advertising
16 7 (0.62%) Aerospace
17 6 (0.53%) Financial Institution
18 4 (0.36%) Influencing Skills
Libraries, Frameworks & Software Standards
1 108 (9.62%) PySpark
2 75 (6.68%) Kafka
3 18 (1.60%) Pandas
4 16 (1.42%) LangChain
5 12 (1.07%) PyTorch
6 11 (0.98%) REST
6 11 (0.98%) TensorFlow
7 10 (0.89%) gRPC
7 10 (0.89%) JSON
8 9 (0.80%) Apache NiFi
9 8 (0.71%) HTML
10 7 (0.62%) NumPy
10 7 (0.62%) XML
11 6 (0.53%) ARM Templates
12 5 (0.45%) .NET
12 5 (0.45%) scikit-learn
12 5 (0.45%) Streamlit
13 4 (0.36%) CSS
13 4 (0.36%) Node.js
13 4 (0.36%) RabbitMQ
Miscellaneous
1 38 (3.38%) Cloud Native
2 24 (2.14%) Distributed Systems
3 20 (1.78%) Driving Licence
4 19 (1.69%) Product Ownership
5 17 (1.51%) Fibre Optics
6 14 (1.25%) Greenfield Project
6 14 (1.25%) Legacy Systems
7 13 (1.16%) Data Structures
7 13 (1.16%) Video\Live Streaming
8 12 (1.07%) Data Centre
8 12 (1.07%) Over-the-Top Content
9 11 (0.98%) AI Agents
9 11 (0.98%) Distributed Computing
9 11 (0.98%) Onboarding
9 11 (0.98%) Self-Motivation
10 8 (0.71%) Replication
11 7 (0.62%) Enterprise Cloud
11 7 (0.62%) Management Information System
11 7 (0.62%) Social Media
12 6 (0.53%) Anti-Piracy
Operating Systems
1 13 (1.16%) Linux
2 3 (0.27%) Unix
3 2 (0.18%) Windows
4 1 (0.089%) Red Hat Enterprise Linux
4 1 (0.089%) Windows Server
Processes & Methodologies
1 443 (39.45%) Data Pipeline
2 430 (38.29%) Data Engineering
3 422 (37.58%) Analytics
4 387 (34.46%) ETL
5 295 (26.27%) Data Modelling
6 228 (20.30%) CI/CD
7 199 (17.72%) Business Intelligence
8 178 (15.85%) AI
9 171 (15.23%) Agile
10 150 (13.36%) Data Science
11 147 (13.09%) Decision-Making
12 145 (12.91%) Data Governance
13 143 (12.73%) Problem-Solving
14 141 (12.56%) DevOps
15 130 (11.58%) Machine Learning
16 108 (9.62%) Data Architecture
17 93 (8.28%) Mentoring
18 86 (7.66%) Data Integration
19 73 (6.50%) Platform Engineering
20 64 (5.70%) Infrastructure as Code
Programming Languages
1 511 (45.50%) SQL
2 492 (43.81%) Python
3 55 (4.90%) Scala
4 39 (3.47%) Java
5 23 (2.05%) Bash
6 21 (1.87%) T-SQL
7 14 (1.25%) PowerShell
8 13 (1.16%) C#
9 12 (1.07%) Data Analysis Expressions
10 11 (0.98%) Go
11 9 (0.80%) R
11 9 (0.80%) TypeScript
12 8 (0.71%) C++
12 8 (0.71%) JavaScript
13 6 (0.53%) Bicep
13 6 (0.53%) Groovy
14 5 (0.45%) PHP
15 3 (0.27%) Ruby
16 2 (0.18%) Rust
17 1 (0.089%) Korn
Qualifications
1 141 (12.56%) Security Cleared
2 86 (7.66%) SC Cleared
3 62 (5.52%) Degree
4 36 (3.21%) Computer Science Degree
5 32 (2.85%) DV Cleared
6 13 (1.16%) Master's Degree
7 10 (0.89%) Azure Certification
8 9 (0.80%) BPSS Clearance
9 7 (0.62%) DBS Check
10 6 (0.53%) AWS Certification
11 5 (0.45%) CISSP
11 5 (0.45%) Microsoft Certification
12 4 (0.36%) AWS Certified Solutions Architect
12 4 (0.36%) MCSE
12 4 (0.36%) OCP
12 4 (0.36%) Oracle Certification
13 2 (0.18%) CITP
14 1 (0.089%) AWS Certified DevOps Engineer
14 1 (0.089%) City & Guilds
14 1 (0.089%) SnowPro
Quality Assurance & Compliance
1 191 (17.01%) Data Quality
2 43 (3.83%) GDPR
3 20 (1.78%) SLA
4 11 (0.98%) Accessibility
5 6 (0.53%) ISO/IEC 27001
6 5 (0.45%) QA
7 3 (0.27%) HIPAA
8 1 (0.089%) California Consumer Privacy Act
8 1 (0.089%) NIST
8 1 (0.089%) PCI DSS
8 1 (0.089%) Sarbanes-Oxley
8 1 (0.089%) SOC 2
System Software
1 62 (5.52%) Docker
2 3 (0.27%) HDFS
3 2 (0.18%) Active Directory
4 1 (0.089%) Apache ZooKeeper
Systems Management
1 98 (8.73%) Terraform
2 47 (4.19%) Kubernetes
3 3 (0.27%) Ansible
3 3 (0.27%) Argo
3 3 (0.27%) Control-M
3 3 (0.27%) Grafana
4 1 (0.089%) Ambari
4 1 (0.089%) CASB
4 1 (0.089%) Kubeflow
4 1 (0.089%) Prometheus
4 1 (0.089%) Puppet
4 1 (0.089%) ZABBIX
Vendors
1 241 (21.46%) Databricks
2 149 (13.27%) Microsoft
3 36 (3.21%) Oracle
4 23 (2.05%) Google
5 18 (1.60%) Talend
6 17 (1.51%) Informatica
7 14 (1.25%) Palantir
8 10 (0.89%) Typelevel
9 9 (0.80%) Foundry
9 9 (0.80%) OpenAI
10 8 (0.71%) Cloudera
11 5 (0.45%) BT
11 5 (0.45%) Confluent
11 5 (0.45%) Netezza
11 5 (0.45%) SAP
12 4 (0.36%) Dataiku
12 4 (0.36%) IBM
13 3 (0.27%) BMC
13 3 (0.27%) Red Hat
14 2 (0.18%) Salesforce