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 1 May 2026.

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

6 months to
1 May 2026
Same period 2025 Same period 2024
Rank 111 182 154
Rank change year-on-year +71 -28 -10
Permanent jobs requiring a Data Engineer 1,336 667 1,558
As % of all permanent jobs in England 1.67% 1.76% 1.87%
As % of the Job Titles category 1.80% 1.98% 1.98%
Number of salaries quoted 1,031 536 1,126
10th Percentile £45,000 £50,000 £32,500
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £70,000 £72,500 £65,000
Median % change year-on-year -3.45% +11.54% -10.34%
75th Percentile £85,000 £100,000 £85,000
90th Percentile £96,250 £115,000 £96,539
UK median annual salary £70,000 £72,500 £65,000
% change year-on-year -3.45% +11.54% -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 74,248 33,643 78,805
% of permanent jobs with a recognized job title 92.86% 88.94% 94.42%
Number of salaries quoted 48,779 21,258 60,122
10th Percentile £30,000 £30,500 £28,500
25th Percentile £40,000 £42,000 £38,125
Median annual salary (50th Percentile) £55,000 £60,000 £54,000
Median % change year-on-year -8.33% +11.11% -10.84%
75th Percentile £75,000 £78,750 £72,433
90th Percentile £95,000 £100,000 £91,250
UK median annual salary £55,000 £59,800 £53,000
% change year-on-year -8.03% +12.83% -11.67%

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 1 May 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 1 May 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 +33 522 £82,500 -10.81% 170
North of England +42 254 £70,000 +12.00% 85
South East +77 212 £57,500 -17.86% 83
Midlands +41 150 £65,000 +13.04% 61
North West +50 136 £70,000 +5.66% 53
West Midlands +58 126 £65,000 +10.64% 44
Yorkshire -13 97 £72,500 +20.83% 14
South West +6 96 £51,250 -6.82% 33
East of England +30 79 £60,000 +9.09% 15
East Midlands -45 24 £61,250 +8.89% 17
North East -21 21 £70,000 -3.45% 19
Data Engineer
UK

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

For the 6 months to 1 May 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.

1 531 (39.75%) SQL
2 520 (38.92%) Python
3 488 (36.53%) Data Pipeline
4 455 (34.06%) Analytics
5 450 (33.68%) Data Engineering
6 406 (30.39%) Azure
7 402 (30.09%) ETL
8 311 (23.28%) Data Modelling
9 283 (21.18%) AWS
10 247 (18.49%) CI/CD
11 245 (18.34%) Databricks
12 212 (15.87%) Business Intelligence
13 211 (15.79%) Data Quality
14 204 (15.27%) AI
15 180 (13.47%) Agile
15 180 (13.47%) Data Warehouse
16 168 (12.57%) Decision-Making
17 158 (11.83%) Microsoft
18 157 (11.75%) Azure Data Factory
19 156 (11.68%) Data Science
20 149 (11.15%) Security Cleared
21 148 (11.08%) Data Governance
21 148 (11.08%) DevOps
22 144 (10.78%) Power Platform
22 144 (10.78%) Problem-Solving
23 140 (10.48%) Machine Learning
23 140 (10.48%) Power BI
24 125 (9.36%) Data Architecture
25 124 (9.28%) PySpark
26 123 (9.21%) Apache Airflow

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
1 123 (9.21%) Apache Airflow
2 65 (4.87%) Apache
2 65 (4.87%) Apache Spark
3 16 (1.20%) SAS
4 10 (0.75%) Palantir Foundry
5 7 (0.52%) Confluence
6 2 (0.15%) Apache Qpid
6 2 (0.15%) Oracle Application Server
7 1 (0.075%) GeoServer
7 1 (0.075%) SharePoint
Applications
1 8 (0.60%) Microsoft Excel
2 5 (0.37%) Microsoft Office
3 2 (0.15%) Chatbot
4 1 (0.075%) Notion
4 1 (0.075%) Spreadsheet
Business Applications
1 1 (0.075%) NetSuite
1 1 (0.075%) Primavera
1 1 (0.075%) SimCorp Dimension
Cloud Services
1 406 (30.39%) Azure
2 283 (21.18%) AWS
3 157 (11.75%) Azure Data Factory
4 144 (10.78%) Power Platform
5 120 (8.98%) GCP
6 100 (7.49%) Snowflake
7 96 (7.19%) dbt
8 87 (6.51%) Azure Synapse Analytics
9 69 (5.16%) Amazon S3
10 57 (4.27%) Azure DevOps
11 47 (3.52%) Serverless
12 42 (3.14%) SaaS
13 37 (2.77%) GitHub
14 36 (2.69%) AWS Lambda
15 25 (1.87%) Amazon Kinesis
16 17 (1.27%) Dagster
16 17 (1.27%) Fivetran
16 17 (1.27%) GitHub Actions
17 16 (1.20%) Amazon EMR
17 16 (1.20%) Azure Monitor
Communications & Networking
1 28 (2.10%) Broadband
2 26 (1.95%) Structured Cabling
3 18 (1.35%) Wi-Fi
4 5 (0.37%) DSLAM
4 5 (0.37%) Software-Defined Radio
5 3 (0.22%) Wireless
6 2 (0.15%) 4G
6 2 (0.15%) 5G
6 2 (0.15%) Internet
7 1 (0.075%) Kerberos
7 1 (0.075%) LTE
Database & Business Intelligence
1 180 (13.47%) Data Warehouse
2 140 (10.48%) Power BI
3 114 (8.53%) Data Lake
4 75 (5.61%) SQL Server
5 66 (4.94%) Relational Database
6 62 (4.64%) Amazon Redshift
7 55 (4.12%) Metadata
8 47 (3.52%) BigQuery
9 44 (3.29%) Azure SQL Database
10 42 (3.14%) NoSQL
11 38 (2.84%) Big Data
12 36 (2.69%) Delta Lake
12 36 (2.69%) SQL Server Integration Services
13 35 (2.62%) PostgreSQL
14 32 (2.40%) Spark SQL
15 31 (2.32%) MySQL
15 31 (2.32%) Tableau
16 30 (2.25%) SQL Server Reporting Services
17 29 (2.17%) Amazon Athena
18 24 (1.80%) Apache Iceberg
Development Applications
1 79 (5.91%) Git
2 10 (0.75%) JIRA
3 8 (0.60%) MLflow
4 7 (0.52%) Jenkins
5 4 (0.30%) LabVIEW
6 3 (0.22%) GitLab
6 3 (0.22%) Visual Studio
7 2 (0.15%) TeamCity
8 1 (0.075%) DBeaver
8 1 (0.075%) Deequ
8 1 (0.075%) Oracle APEX
8 1 (0.075%) Robot Framework
8 1 (0.075%) Selenium
8 1 (0.075%) SQL Server Management Studio (SSMS)
8 1 (0.075%) Yeoman
General
1 186 (13.92%) Finance
2 129 (9.66%) Social Skills
3 104 (7.78%) Analytical Skills
4 92 (6.89%) Public Sector
5 36 (2.69%) Manufacturing
6 32 (2.40%) Telecoms
7 31 (2.32%) Law
8 28 (2.10%) Marketing
9 22 (1.65%) Retail
10 19 (1.42%) Inclusion and Diversity
11 17 (1.27%) Banking
12 12 (0.90%) Advertising
13 11 (0.82%) Documentation Skills
13 11 (0.82%) Legal
14 10 (0.75%) Automotive
15 9 (0.67%) Organisational Skills
16 8 (0.60%) Health Technology
16 8 (0.60%) Military
17 4 (0.30%) Aerospace
17 4 (0.30%) Billing
Libraries, Frameworks & Software Standards
1 124 (9.28%) PySpark
2 83 (6.21%) Kafka
3 20 (1.50%) Pandas
4 16 (1.20%) LangChain
5 12 (0.90%) PyTorch
5 12 (0.90%) REST
6 11 (0.82%) TensorFlow
7 10 (0.75%) ARM Templates
7 10 (0.75%) gRPC
8 9 (0.67%) Apache NiFi
8 9 (0.67%) JSON
9 8 (0.60%) HTML
10 5 (0.37%) .NET
10 5 (0.37%) Great Expectations
10 5 (0.37%) NumPy
10 5 (0.37%) React
10 5 (0.37%) scikit-learn
11 4 (0.30%) Node.js
11 4 (0.30%) RabbitMQ
11 4 (0.30%) Streamlit
Miscellaneous
1 45 (3.37%) Cloud Native
2 21 (1.57%) Product Ownership
3 20 (1.50%) Distributed Systems
3 20 (1.50%) Driving Licence
4 17 (1.27%) Fibre Optics
5 15 (1.12%) Onboarding
6 14 (1.05%) Video\Live Streaming
7 13 (0.97%) Legacy Systems
8 12 (0.90%) Data Centre
8 12 (0.90%) Over-the-Top Content
9 11 (0.82%) AI Agents
9 11 (0.82%) Data Structures
9 11 (0.82%) Self-Motivation
10 10 (0.75%) Distributed Computing
10 10 (0.75%) Marketing Technology
11 9 (0.67%) Greenfield Project
12 8 (0.60%) Enterprise Cloud
12 8 (0.60%) Replication
13 7 (0.52%) NHS
13 7 (0.52%) Social Media
Operating Systems
1 11 (0.82%) Linux
2 1 (0.075%) Unix
2 1 (0.075%) Windows
2 1 (0.075%) Windows Server
Processes & Methodologies
1 488 (36.53%) Data Pipeline
2 455 (34.06%) Analytics
3 450 (33.68%) Data Engineering
4 402 (30.09%) ETL
5 311 (23.28%) Data Modelling
6 247 (18.49%) CI/CD
7 212 (15.87%) Business Intelligence
8 204 (15.27%) AI
9 180 (13.47%) Agile
10 168 (12.57%) Decision-Making
11 156 (11.68%) Data Science
12 148 (11.08%) Data Governance
12 148 (11.08%) DevOps
13 144 (10.78%) Problem-Solving
14 140 (10.48%) Machine Learning
15 125 (9.36%) Data Architecture
16 108 (8.08%) Mentoring
17 104 (7.78%) Platform Engineering
18 89 (6.66%) Data Integration
19 79 (5.91%) Infrastructure as Code
Programming Languages
1 531 (39.75%) SQL
2 520 (38.92%) Python
3 56 (4.19%) Scala
4 41 (3.07%) Java
5 27 (2.02%) Bash
6 16 (1.20%) PowerShell
7 13 (0.97%) T-SQL
8 11 (0.82%) Go
9 10 (0.75%) C#
9 10 (0.75%) Data Analysis Expressions
10 9 (0.67%) R
10 9 (0.67%) TypeScript
11 8 (0.60%) C++
12 7 (0.52%) JavaScript
13 6 (0.45%) Bicep
13 6 (0.45%) Groovy
14 5 (0.37%) PHP
15 3 (0.22%) Ruby
16 2 (0.15%) Rust
17 1 (0.075%) Korn
Qualifications
1 149 (11.15%) Security Cleared
2 93 (6.96%) SC Cleared
3 67 (5.01%) Degree
4 42 (3.14%) Computer Science Degree
5 36 (2.69%) DV Cleared
6 15 (1.12%) Master's Degree
7 11 (0.82%) Azure Certification
8 8 (0.60%) DBS Check
9 7 (0.52%) AWS Certification
9 7 (0.52%) BPSS Clearance
10 4 (0.30%) AWS Certified Solutions Architect
10 4 (0.30%) Microsoft Certification
11 3 (0.22%) CISSP
11 3 (0.22%) CITP
12 2 (0.15%) MCSE
12 2 (0.15%) OCP
12 2 (0.15%) Oracle Certification
13 1 (0.075%) AWS Certified DevOps Engineer
13 1 (0.075%) CISM
13 1 (0.075%) PhD
Quality Assurance & Compliance
1 211 (15.79%) Data Quality
2 41 (3.07%) GDPR
3 22 (1.65%) SLA
4 10 (0.75%) Accessibility
4 10 (0.75%) QA
5 5 (0.37%) ISO/IEC 27001
6 3 (0.22%) HIPAA
7 1 (0.075%) NIST
7 1 (0.075%) PCI DSS
7 1 (0.075%) Sarbanes-Oxley
7 1 (0.075%) SOC 2
System Software
1 61 (4.57%) Docker
2 1 (0.075%) Active Directory
Systems Management
1 117 (8.76%) Terraform
2 40 (2.99%) Kubernetes
3 6 (0.45%) Grafana
4 3 (0.22%) Argo
4 3 (0.22%) Control-M
4 3 (0.22%) Prometheus
5 1 (0.075%) Ansible
5 1 (0.075%) CASB
5 1 (0.075%) Kubeflow
Vendors
1 245 (18.34%) Databricks
2 158 (11.83%) Microsoft
3 37 (2.77%) Oracle
4 25 (1.87%) Google
5 21 (1.57%) Talend
6 20 (1.50%) Informatica
7 19 (1.42%) Palantir
8 15 (1.12%) Salesforce
9 12 (0.90%) Foundry
10 10 (0.75%) Cloudera
10 10 (0.75%) Typelevel
11 9 (0.67%) OpenAI
12 6 (0.45%) SAP
13 5 (0.37%) BT
13 5 (0.37%) Confluent
13 5 (0.37%) Netezza
14 3 (0.22%) BMC
14 3 (0.22%) IBM
14 3 (0.22%) Planon
14 3 (0.22%) Red Hat