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 30 May 2026.

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

6 months to
30 May 2026
Same period 2025 Same period 2024
Rank 103 211 159
Rank change year-on-year +108 -52 -13
Permanent jobs requiring a Data Engineer 1,512 641 1,551
As % of all permanent jobs in England 1.82% 1.66% 1.77%
As % of the Job Titles category 1.95% 1.85% 1.87%
Number of salaries quoted 1,172 511 1,135
10th Percentile £45,000 £50,000 £33,600
25th Percentile £53,750 £57,500 £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 £97,500 £85,000
90th Percentile £95,000 £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 77,699 34,696 83,000
% of permanent jobs with a recognized job title 93.44% 89.68% 94.64%
Number of salaries quoted 52,970 19,964 62,604
10th Percentile £30,000 £29,750 £28,500
25th Percentile £40,000 £40,615 £38,000
Median annual salary (50th Percentile) £55,500 £57,500 £52,500
Median % change year-on-year -3.48% +9.52% -13.65%
75th Percentile £75,000 £77,500 £71,250
90th Percentile £96,250 £100,000 £90,000
UK median annual salary £55,000 £57,500 £52,500
% change year-on-year -4.35% +9.52% -12.50%

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 30 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 30 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 +22 539 £85,000 -5.56% 99
North of England +89 340 £67,500 +12.50% 75
South East +114 237 £59,000 -15.71% 69
North West +91 175 £70,000 +9.59% 23
Midlands +67 169 £65,000 +8.33% 32
West Midlands +58 127 £68,750 +14.58% 22
Yorkshire +15 120 £67,500 +12.50% 26
South West +21 119 £50,000 -9.09% 29
East of England +40 87 £65,000 -1.89% 3
North East -4 45 £62,500 -5.66% 27
East Midlands -3 42 £60,000 +9.09% 10
Data Engineer
UK

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

For the 6 months to 30 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.

1 557 (36.84%) SQL
2 554 (36.64%) Python
3 526 (34.79%) Data Pipeline
4 504 (33.33%) Analytics
5 458 (30.29%) Data Engineering
6 417 (27.58%) Azure
7 398 (26.32%) ETL
8 343 (22.69%) Data Modelling
9 312 (20.63%) AWS
10 269 (17.79%) CI/CD
11 255 (16.87%) Data Quality
12 248 (16.40%) Databricks
13 244 (16.14%) AI
14 226 (14.95%) Business Intelligence
15 193 (12.76%) Data Warehouse
16 191 (12.63%) Agile
17 189 (12.50%) Decision-Making
18 187 (12.37%) Microsoft
19 177 (11.71%) Security Cleared
20 162 (10.71%) Azure Data Factory
21 161 (10.65%) Data Governance
22 154 (10.19%) Machine Learning
23 153 (10.12%) DevOps
24 152 (10.05%) Data Science
25 146 (9.66%) Power Platform
26 141 (9.33%) Problem-Solving
27 140 (9.26%) Power BI
28 138 (9.13%) Apache Airflow
28 138 (9.13%) Terraform
29 135 (8.93%) PySpark

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
1 138 (9.13%) Apache Airflow
2 74 (4.89%) Apache Spark
3 73 (4.83%) Apache
4 25 (1.65%) SAS
5 10 (0.66%) Palantir Foundry
6 7 (0.46%) Confluence
7 5 (0.33%) Jupyter
8 2 (0.13%) Apache Qpid
8 2 (0.13%) Luigi
8 2 (0.13%) Oracle Application Server
9 1 (0.066%) GeoServer
9 1 (0.066%) SharePoint
Applications
1 11 (0.73%) Microsoft Excel
2 6 (0.40%) Microsoft Office
3 2 (0.13%) Chatbot
4 1 (0.066%) Microsoft PowerPoint
4 1 (0.066%) Spreadsheet
Business Applications
1 2 (0.13%) Dynamics CRM
2 1 (0.066%) FastStats
2 1 (0.066%) NetSuite
2 1 (0.066%) Primavera
Cloud Services
1 417 (27.58%) Azure
2 312 (20.63%) AWS
3 162 (10.71%) Azure Data Factory
4 146 (9.66%) Power Platform
5 133 (8.80%) GCP
6 110 (7.28%) Snowflake
7 102 (6.75%) dbt
8 81 (5.36%) Azure Synapse Analytics
9 71 (4.70%) Amazon S3
10 60 (3.97%) Azure DevOps
11 50 (3.31%) Serverless
12 43 (2.84%) SaaS
13 37 (2.45%) AWS Lambda
14 33 (2.18%) GitHub
15 27 (1.79%) Amazon Kinesis
16 21 (1.39%) Dagster
17 20 (1.32%) Fivetran
18 19 (1.26%) Azure Monitor
19 18 (1.19%) GitHub Actions
20 17 (1.12%) Amazon EMR
Communications & Networking
1 30 (1.98%) Broadband
2 23 (1.52%) Structured Cabling
3 16 (1.06%) Wi-Fi
4 5 (0.33%) DSLAM
4 5 (0.33%) Software-Defined Radio
5 4 (0.26%) Wireless
6 2 (0.13%) 4G
6 2 (0.13%) 5G
6 2 (0.13%) Internet
7 1 (0.066%) Kerberos
7 1 (0.066%) LTE
Database & Business Intelligence
1 193 (12.76%) Data Warehouse
2 140 (9.26%) Power BI
3 104 (6.88%) Data Lake
4 81 (5.36%) SQL Server
5 66 (4.37%) BigQuery
6 65 (4.30%) Relational Database
7 63 (4.17%) Amazon Redshift
8 54 (3.57%) Metadata
9 53 (3.51%) Big Data
10 46 (3.04%) NoSQL
11 44 (2.91%) Azure SQL Database
12 38 (2.51%) Spark SQL
13 36 (2.38%) SQL Server Integration Services
14 35 (2.31%) Delta Lake
15 30 (1.98%) Amazon Athena
15 30 (1.98%) PostgreSQL
16 29 (1.92%) Tableau
17 27 (1.79%) SQL Server Reporting Services
18 24 (1.59%) Star Schema
19 23 (1.52%) Apache Iceberg
Development Applications
1 81 (5.36%) Git
2 11 (0.73%) Jenkins
3 9 (0.60%) JIRA
4 5 (0.33%) GitLab
4 5 (0.33%) MLflow
4 5 (0.33%) Visual Studio
5 2 (0.13%) LabVIEW
5 2 (0.13%) TeamCity
6 1 (0.066%) DBeaver
6 1 (0.066%) Deequ
6 1 (0.066%) Oracle APEX
6 1 (0.066%) Robot Framework
6 1 (0.066%) Selenium
6 1 (0.066%) SQL Server Management Studio (SSMS)
6 1 (0.066%) Yeoman
General
1 184 (12.17%) Finance
2 140 (9.26%) Social Skills
3 118 (7.80%) Analytical Skills
4 111 (7.34%) Public Sector
5 36 (2.38%) Law
5 36 (2.38%) Manufacturing
6 33 (2.18%) Telecoms
7 28 (1.85%) Retail
8 27 (1.79%) Inclusion and Diversity
9 26 (1.72%) Marketing
10 18 (1.19%) Banking
11 12 (0.79%) Advertising
12 11 (0.73%) Health Technology
13 10 (0.66%) Automotive
13 10 (0.66%) Organisational Skills
14 8 (0.53%) Documentation Skills
15 7 (0.46%) Military
16 6 (0.40%) Games
17 5 (0.33%) Presentation Skills
18 3 (0.20%) Aviation
Libraries, Frameworks & Software Standards
1 135 (8.93%) PySpark
2 89 (5.89%) Kafka
3 16 (1.06%) Pandas
3 16 (1.06%) REST
4 14 (0.93%) ARM Templates
5 13 (0.86%) Apache NiFi
6 10 (0.66%) gRPC
7 8 (0.53%) JSON
7 8 (0.53%) LangChain
8 7 (0.46%) NumPy
9 5 (0.33%) Great Expectations
9 5 (0.33%) PyTorch
10 4 (0.26%) .NET
10 4 (0.26%) Apache Beam
10 4 (0.26%) RabbitMQ
10 4 (0.26%) React
10 4 (0.26%) TensorFlow
10 4 (0.26%) YAML
11 3 (0.20%) EDI
11 3 (0.20%) Node.js
Miscellaneous
1 60 (3.97%) Cloud Native
2 26 (1.72%) Product Ownership
3 19 (1.26%) Fibre Optics
4 18 (1.19%) Distributed Systems
5 17 (1.12%) Driving Licence
6 16 (1.06%) Data Structures
7 14 (0.93%) Greenfield Project
8 13 (0.86%) Legacy Systems
8 13 (0.86%) Video\Live Streaming
9 12 (0.79%) Data Centre
9 12 (0.79%) Over-the-Top Content
10 11 (0.73%) Onboarding
11 10 (0.66%) Distributed Computing
11 10 (0.66%) Marketing Technology
11 10 (0.66%) Self-Motivation
11 10 (0.66%) Sports Betting
12 9 (0.60%) AI Agents
13 8 (0.53%) NHS
13 8 (0.53%) Replication
14 7 (0.46%) Hedge funds
Operating Systems
1 12 (0.79%) Linux
2 1 (0.066%) Unix
2 1 (0.066%) Windows
2 1 (0.066%) Windows Server
Processes & Methodologies
1 526 (34.79%) Data Pipeline
2 504 (33.33%) Analytics
3 458 (30.29%) Data Engineering
4 398 (26.32%) ETL
5 343 (22.69%) Data Modelling
6 269 (17.79%) CI/CD
7 244 (16.14%) AI
8 226 (14.95%) Business Intelligence
9 191 (12.63%) Agile
10 189 (12.50%) Decision-Making
11 161 (10.65%) Data Governance
12 154 (10.19%) Machine Learning
13 153 (10.12%) DevOps
14 152 (10.05%) Data Science
15 141 (9.33%) Problem-Solving
16 130 (8.60%) Platform Engineering
17 129 (8.53%) Data Architecture
18 124 (8.20%) Mentoring
19 92 (6.08%) Data Integration
20 90 (5.95%) Infrastructure as Code
Programming Languages
1 557 (36.84%) SQL
2 554 (36.64%) Python
3 64 (4.23%) Scala
4 50 (3.31%) Java
5 23 (1.52%) Bash
6 13 (0.86%) PowerShell
7 12 (0.79%) T-SQL
8 11 (0.73%) Go
9 9 (0.60%) Data Analysis Expressions
9 9 (0.60%) R
9 9 (0.60%) TypeScript
10 7 (0.46%) C++
10 7 (0.46%) Groovy
11 6 (0.40%) C#
12 5 (0.33%) Bicep
13 4 (0.26%) JavaScript
13 4 (0.26%) PL/SQL
14 2 (0.13%) Kusto Query Language
14 2 (0.13%) Rust
14 2 (0.13%) VBA
Qualifications
1 177 (11.71%) Security Cleared
2 127 (8.40%) SC Cleared
3 70 (4.63%) Degree
4 48 (3.17%) DV Cleared
5 40 (2.65%) Computer Science Degree
6 16 (1.06%) Azure Certification
7 14 (0.93%) Master's Degree
8 8 (0.53%) AWS Certification
8 8 (0.53%) BPSS Clearance
8 8 (0.53%) DBS Check
9 4 (0.26%) AWS Certified Solutions Architect
9 4 (0.26%) Microsoft Certification
10 3 (0.20%) CITP
11 1 (0.066%) AWS Certified DevOps Engineer
11 1 (0.066%) CISM
11 1 (0.066%) CISSP
11 1 (0.066%) City & Guilds
11 1 (0.066%) PhD
Quality Assurance & Compliance
1 255 (16.87%) Data Quality
2 43 (2.84%) GDPR
3 20 (1.32%) SLA
4 13 (0.86%) QA
5 6 (0.40%) Accessibility
6 4 (0.26%) ISO/IEC 27001
7 2 (0.13%) HIPAA
8 1 (0.066%) NIST
8 1 (0.066%) PCI DSS
8 1 (0.066%) Sarbanes-Oxley
8 1 (0.066%) SOC 2
System Software
1 60 (3.97%) Docker
2 1 (0.066%) Active Directory
Systems Management
1 138 (9.13%) Terraform
2 35 (2.31%) Kubernetes
3 6 (0.40%) Grafana
4 3 (0.20%) Control-M
4 3 (0.20%) Kibana
4 3 (0.20%) Prometheus
5 2 (0.13%) CASB
6 1 (0.066%) Ansible
6 1 (0.066%) Kubeflow
Vendors
1 248 (16.40%) Databricks
2 187 (12.37%) Microsoft
3 36 (2.38%) Google
4 23 (1.52%) Oracle
5 18 (1.19%) Salesforce
6 15 (0.99%) Palantir
7 14 (0.93%) Talend
8 13 (0.86%) Informatica
9 12 (0.79%) Foundry
10 10 (0.66%) SAP
10 10 (0.66%) Typelevel
11 7 (0.46%) OpenAI
12 5 (0.33%) BT
12 5 (0.33%) Cloudera
13 3 (0.20%) BMC
13 3 (0.20%) Confluent
13 3 (0.20%) IBM
13 3 (0.20%) Netezza
13 3 (0.20%) Planon
14 2 (0.13%) Intapp