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 9 June 2026.

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

6 months to
9 Jun 2026
Same period 2025 Same period 2024
Rank 94 213 157
Rank change year-on-year +119 -56 +3
Permanent jobs requiring a Data Engineer 1,553 645 1,598
As % of all permanent jobs in England 1.90% 1.64% 1.73%
As % of the Job Titles category 2.02% 1.83% 1.83%
Number of salaries quoted 1,200 503 1,181
10th Percentile £45,000 £50,000 £35,000
25th Percentile £53,438 £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 76,919 35,304 87,273
% of permanent jobs with a recognized job title 93.95% 89.82% 94.70%
Number of salaries quoted 53,907 20,476 64,903
10th Percentile £30,000 £29,000 £28,500
25th Percentile £40,000 £40,000 £38,250
Median annual salary (50th Percentile) £56,400 £57,500 £52,500
Median % change year-on-year -1.91% +9.52% -12.98%
75th Percentile £75,000 £77,500 £70,250
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 9 June 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 9 June 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 +25 540 £85,000 -5.56% 136
North of England +112 364 £67,500 +10.20% 82
South East +122 240 £60,000 -14.29% 96
North West +105 187 £70,000 +9.59% 43
Midlands +77 176 £65,000 +8.33% 41
West Midlands +75 129 £67,500 +13.45% 34
South West +39 125 £50,000 -9.09% 33
Yorkshire +18 122 £67,500 +12.50% 16
East of England +50 87 £65,000 -1.89% 9
North East +5 55 £60,000 -9.43% 24
East Midlands -3 47 £61,250 -5.77% 7
Data Engineer
UK

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

For the 6 months to 9 June 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.

1 561 (36.12%) SQL
2 560 (36.06%) Python
3 527 (33.93%) Data Pipeline
4 495 (31.87%) Analytics
5 457 (29.43%) Data Engineering
6 421 (27.11%) Azure
7 395 (25.43%) ETL
8 340 (21.89%) Data Modelling
9 324 (20.86%) AWS
10 267 (17.19%) CI/CD
11 261 (16.81%) Data Quality
12 253 (16.29%) Databricks
13 249 (16.03%) AI
14 232 (14.94%) Business Intelligence
15 194 (12.49%) Agile
16 193 (12.43%) Data Warehouse
16 193 (12.43%) Security Cleared
17 190 (12.23%) Microsoft
18 189 (12.17%) Decision-Making
19 159 (10.24%) Data Governance
20 157 (10.11%) Azure Data Factory
21 156 (10.05%) Machine Learning
22 152 (9.79%) DevOps
23 150 (9.66%) Data Science
23 150 (9.66%) Power Platform
24 147 (9.47%) Problem-Solving
25 143 (9.21%) Power BI
25 143 (9.21%) Terraform
26 140 (9.01%) Apache Airflow
26 140 (9.01%) SC Cleared

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
1 140 (9.01%) Apache Airflow
2 78 (5.02%) Apache Spark
3 75 (4.83%) Apache
4 27 (1.74%) SAS
5 10 (0.64%) Palantir Foundry
6 7 (0.45%) Confluence
7 5 (0.32%) Jupyter
8 2 (0.13%) Apache Qpid
8 2 (0.13%) Luigi
8 2 (0.13%) Oracle Application Server
9 1 (0.064%) GeoServer
9 1 (0.064%) SharePoint
Applications
1 11 (0.71%) Microsoft Excel
2 6 (0.39%) Microsoft Office
3 1 (0.064%) Chatbot
3 1 (0.064%) Microsoft PowerPoint
3 1 (0.064%) Spreadsheet
Business Applications
1 2 (0.13%) Dynamics CRM
2 1 (0.064%) FastStats
2 1 (0.064%) NetSuite
2 1 (0.064%) Primavera
2 1 (0.064%) SAP Business One
Cloud Services
1 421 (27.11%) Azure
2 324 (20.86%) AWS
3 157 (10.11%) Azure Data Factory
4 150 (9.66%) Power Platform
5 137 (8.82%) GCP
6 110 (7.08%) Snowflake
7 105 (6.76%) dbt
8 75 (4.83%) Azure Synapse Analytics
9 69 (4.44%) Amazon S3
10 61 (3.93%) Azure DevOps
11 50 (3.22%) Serverless
12 46 (2.96%) SaaS
13 37 (2.38%) AWS Lambda
14 31 (2.00%) GitHub
15 26 (1.67%) Amazon Kinesis
16 20 (1.29%) Dagster
16 20 (1.29%) Fivetran
17 18 (1.16%) GitHub Actions
18 17 (1.09%) Amazon EMR
18 17 (1.09%) Azure Monitor
Communications & Networking
1 30 (1.93%) Broadband
2 24 (1.55%) Structured Cabling
3 16 (1.03%) Wi-Fi
4 5 (0.32%) DSLAM
4 5 (0.32%) Software-Defined Radio
4 5 (0.32%) Wireless
5 2 (0.13%) 4G
5 2 (0.13%) 5G
5 2 (0.13%) Internet
6 1 (0.064%) Kerberos
6 1 (0.064%) LTE
Database & Business Intelligence
1 193 (12.43%) Data Warehouse
2 143 (9.21%) Power BI
3 99 (6.37%) Data Lake
4 83 (5.34%) SQL Server
5 67 (4.31%) BigQuery
6 65 (4.19%) Relational Database
7 64 (4.12%) Amazon Redshift
8 53 (3.41%) Metadata
9 52 (3.35%) Big Data
10 47 (3.03%) NoSQL
11 45 (2.90%) Azure SQL Database
12 38 (2.45%) Spark SQL
13 35 (2.25%) Delta Lake
13 35 (2.25%) SQL Server Integration Services
14 32 (2.06%) Tableau
15 30 (1.93%) PostgreSQL
16 29 (1.87%) Amazon Athena
17 26 (1.67%) SQL Server Reporting Services
18 24 (1.55%) Star Schema
19 22 (1.42%) Semantic Layer
Development Applications
1 82 (5.28%) Git
2 13 (0.84%) Jenkins
3 10 (0.64%) JIRA
4 5 (0.32%) GitLab
4 5 (0.32%) Visual Studio
5 4 (0.26%) MLflow
6 2 (0.13%) TeamCity
7 1 (0.064%) DBeaver
7 1 (0.064%) Deequ
7 1 (0.064%) LabVIEW
7 1 (0.064%) Oracle APEX
7 1 (0.064%) Robot Framework
7 1 (0.064%) Selenium
7 1 (0.064%) SQL Server Management Studio (SSMS)
7 1 (0.064%) Yeoman
General
1 179 (11.53%) Finance
2 142 (9.14%) Social Skills
3 118 (7.60%) Public Sector
4 113 (7.28%) Analytical Skills
5 37 (2.38%) Law
6 35 (2.25%) Manufacturing
7 34 (2.19%) Telecoms
8 28 (1.80%) Retail
9 27 (1.74%) Marketing
10 26 (1.67%) Inclusion and Diversity
11 17 (1.09%) Banking
12 12 (0.77%) Advertising
13 11 (0.71%) Health Technology
14 10 (0.64%) Automotive
15 9 (0.58%) Organisational Skills
16 8 (0.52%) Documentation Skills
17 7 (0.45%) Military
18 6 (0.39%) Games
19 5 (0.32%) Presentation Skills
20 3 (0.19%) Aviation
Libraries, Frameworks & Software Standards
1 134 (8.63%) PySpark
2 91 (5.86%) Kafka
3 17 (1.09%) REST
4 16 (1.03%) Pandas
5 14 (0.90%) ARM Templates
6 13 (0.84%) Apache NiFi
7 10 (0.64%) gRPC
8 9 (0.58%) JSON
9 7 (0.45%) LangChain
9 7 (0.45%) NumPy
10 5 (0.32%) Great Expectations
10 5 (0.32%) YAML
11 4 (0.26%) Apache Beam
11 4 (0.26%) Node.js
11 4 (0.26%) PyTorch
11 4 (0.26%) RabbitMQ
11 4 (0.26%) React
12 3 (0.19%) Celery
12 3 (0.19%) pytest
12 3 (0.19%) Streamlit
Miscellaneous
1 60 (3.86%) Cloud Native
2 26 (1.67%) Product Ownership
3 19 (1.22%) Fibre Optics
4 18 (1.16%) Distributed Systems
4 18 (1.16%) Driving Licence
5 17 (1.09%) Data Structures
6 14 (0.90%) Greenfield Project
7 13 (0.84%) Legacy Systems
7 13 (0.84%) Video\Live Streaming
8 12 (0.77%) Data Centre
8 12 (0.77%) Distributed Computing
8 12 (0.77%) Over-the-Top Content
9 11 (0.71%) Onboarding
10 10 (0.64%) Marketing Technology
10 10 (0.64%) Sports Betting
11 9 (0.58%) NHS
11 9 (0.58%) Self-Motivation
12 8 (0.52%) AI Agents
12 8 (0.52%) Replication
13 7 (0.45%) Hedge funds
Operating Systems
1 13 (0.84%) Linux
2 1 (0.064%) Unix
2 1 (0.064%) Windows
2 1 (0.064%) Windows Server
Processes & Methodologies
1 527 (33.93%) Data Pipeline
2 495 (31.87%) Analytics
3 457 (29.43%) Data Engineering
4 395 (25.43%) ETL
5 340 (21.89%) Data Modelling
6 267 (17.19%) CI/CD
7 249 (16.03%) AI
8 232 (14.94%) Business Intelligence
9 194 (12.49%) Agile
10 189 (12.17%) Decision-Making
11 159 (10.24%) Data Governance
12 156 (10.05%) Machine Learning
13 152 (9.79%) DevOps
14 150 (9.66%) Data Science
15 147 (9.47%) Problem-Solving
16 133 (8.56%) Data Architecture
17 130 (8.37%) Platform Engineering
18 123 (7.92%) Mentoring
19 94 (6.05%) Data Integration
20 92 (5.92%) Infrastructure as Code
Programming Languages
1 561 (36.12%) SQL
2 560 (36.06%) Python
3 63 (4.06%) Scala
4 49 (3.16%) Java
5 22 (1.42%) Bash
6 15 (0.97%) PowerShell
7 12 (0.77%) T-SQL
8 11 (0.71%) Go
9 10 (0.64%) Data Analysis Expressions
10 9 (0.58%) TypeScript
11 8 (0.52%) R
12 7 (0.45%) C++
12 7 (0.45%) Groovy
13 6 (0.39%) Bicep
14 5 (0.32%) C#
15 4 (0.26%) JavaScript
15 4 (0.26%) PL/SQL
16 2 (0.13%) Kusto Query Language
16 2 (0.13%) Rust
16 2 (0.13%) VBA
Qualifications
1 193 (12.43%) Security Cleared
2 140 (9.01%) SC Cleared
3 68 (4.38%) Degree
4 51 (3.28%) DV Cleared
5 39 (2.51%) Computer Science Degree
6 16 (1.03%) Azure Certification
7 14 (0.90%) Master's Degree
8 8 (0.52%) AWS Certification
8 8 (0.52%) BPSS Clearance
8 8 (0.52%) DBS Check
9 4 (0.26%) AWS Certified Solutions Architect
9 4 (0.26%) Microsoft Certification
10 3 (0.19%) CITP
11 1 (0.064%) AWS Certified DevOps Engineer
11 1 (0.064%) CISM
11 1 (0.064%) CISSP
11 1 (0.064%) City & Guilds
11 1 (0.064%) PhD
11 1 (0.064%) SnowPro
Quality Assurance & Compliance
1 261 (16.81%) Data Quality
2 41 (2.64%) GDPR
3 20 (1.29%) SLA
4 13 (0.84%) QA
5 6 (0.39%) Accessibility
6 3 (0.19%) ISO/IEC 27001
7 2 (0.13%) HIPAA
8 1 (0.064%) NIST
8 1 (0.064%) PCI DSS
8 1 (0.064%) Sarbanes-Oxley
8 1 (0.064%) SOC 2
System Software
1 61 (3.93%) Docker
2 1 (0.064%) Active Directory
Systems Management
1 143 (9.21%) Terraform
2 36 (2.32%) Kubernetes
3 6 (0.39%) Grafana
4 3 (0.19%) Control-M
4 3 (0.19%) Kibana
4 3 (0.19%) Prometheus
5 2 (0.13%) CASB
6 1 (0.064%) Ansible
6 1 (0.064%) Kubeflow
Vendors
1 253 (16.29%) Databricks
2 190 (12.23%) Microsoft
3 36 (2.32%) Google
4 23 (1.48%) Oracle
5 18 (1.16%) Salesforce
6 15 (0.97%) Palantir
7 14 (0.90%) Talend
8 13 (0.84%) Informatica
9 12 (0.77%) Foundry
10 11 (0.71%) SAP
11 10 (0.64%) Typelevel
12 7 (0.45%) OpenAI
13 5 (0.32%) BT
13 5 (0.32%) Cloudera
14 3 (0.19%) BMC
14 3 (0.19%) Confluent
14 3 (0.19%) IBM
14 3 (0.19%) Netezza
14 3 (0.19%) Planon
15 2 (0.13%) Intapp