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 6 June 2026.

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

6 months to
6 Jun 2026
Same period 2025 Same period 2024
Rank 93 215 162
Rank change year-on-year +122 -53 -4
Permanent jobs requiring a Data Engineer 1,540 638 1,570
As % of all permanent jobs in England 1.87% 1.63% 1.73%
As % of the Job Titles category 1.99% 1.82% 1.83%
Number of salaries quoted 1,190 501 1,154
10th Percentile £45,000 £50,000 £34,905
25th Percentile £52,813 £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 77,255 35,140 85,807
% of permanent jobs with a recognized job title 93.89% 89.76% 94.74%
Number of salaries quoted 53,481 20,253 64,048
10th Percentile £30,000 £29,250 £28,500
25th Percentile £40,000 £40,000 £38,000
Median annual salary (50th Percentile) £56,000 £57,500 £52,500
Median % change year-on-year -2.61% +9.52% -12.87%
75th Percentile £75,000 £77,500 £70,750
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 6 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 6 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 +34 538 £85,000 -5.56% 142
North of England +105 356 £67,500 +10.20% 87
South East +112 239 £60,000 -14.29% 100
North West +98 184 £70,000 +9.59% 46
Midlands +78 176 £65,000 +8.33% 38
West Midlands +67 129 £68,750 +14.58% 32
South West +30 123 £50,000 -9.09% 30
Yorkshire +20 120 £67,500 +12.50% 22
East of England +41 87 £65,000 -1.89% 8
North East +5 52 £62,500 -5.66% 20
East Midlands -8 47 £61,250 -5.77% 6
Data Engineer
UK

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

For the 6 months to 6 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.

1 560 (36.36%) SQL
2 558 (36.23%) Python
3 526 (34.16%) Data Pipeline
4 496 (32.21%) Analytics
5 456 (29.61%) Data Engineering
6 419 (27.21%) Azure
7 396 (25.71%) ETL
8 343 (22.27%) Data Modelling
9 323 (20.97%) AWS
10 266 (17.27%) CI/CD
11 257 (16.69%) Data Quality
12 253 (16.43%) Databricks
13 247 (16.04%) AI
14 230 (14.94%) Business Intelligence
15 194 (12.60%) Data Warehouse
16 193 (12.53%) Agile
17 190 (12.34%) Security Cleared
18 188 (12.21%) Decision-Making
18 188 (12.21%) Microsoft
19 161 (10.45%) Data Governance
20 158 (10.26%) Azure Data Factory
21 155 (10.06%) Machine Learning
22 150 (9.74%) DevOps
23 149 (9.68%) Data Science
24 148 (9.61%) Power Platform
25 144 (9.35%) Problem-Solving
26 141 (9.16%) Power BI
26 141 (9.16%) Terraform
27 140 (9.09%) Apache Airflow
28 139 (9.03%) 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 (9.09%) Apache Airflow
2 79 (5.13%) Apache Spark
3 75 (4.87%) Apache
4 27 (1.75%) SAS
5 10 (0.65%) 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 (0.065%) GeoServer
9 1 (0.065%) SharePoint
Applications
1 11 (0.71%) Microsoft Excel
2 6 (0.39%) Microsoft Office
3 1 (0.065%) Chatbot
3 1 (0.065%) Microsoft PowerPoint
3 1 (0.065%) Spreadsheet
Business Applications
1 2 (0.13%) Dynamics CRM
2 1 (0.065%) FastStats
2 1 (0.065%) NetSuite
2 1 (0.065%) Primavera
Cloud Services
1 419 (27.21%) Azure
2 323 (20.97%) AWS
3 158 (10.26%) Azure Data Factory
4 148 (9.61%) Power Platform
5 136 (8.83%) GCP
6 110 (7.14%) Snowflake
7 105 (6.82%) dbt
8 77 (5.00%) Azure Synapse Analytics
9 69 (4.48%) Amazon S3
10 60 (3.90%) Azure DevOps
11 50 (3.25%) Serverless
12 46 (2.99%) SaaS
13 37 (2.40%) AWS Lambda
14 30 (1.95%) GitHub
15 26 (1.69%) Amazon Kinesis
16 20 (1.30%) Dagster
16 20 (1.30%) Fivetran
17 17 (1.10%) Amazon EMR
17 17 (1.10%) Azure Monitor
17 17 (1.10%) GitHub Actions
Communications & Networking
1 30 (1.95%) Broadband
2 23 (1.49%) Structured Cabling
3 16 (1.04%) Wi-Fi
4 5 (0.32%) DSLAM
4 5 (0.32%) 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 (0.065%) Kerberos
7 1 (0.065%) LTE
Database & Business Intelligence
1 194 (12.60%) Data Warehouse
2 141 (9.16%) Power BI
3 100 (6.49%) Data Lake
4 81 (5.26%) SQL Server
5 66 (4.29%) BigQuery
6 65 (4.22%) Relational Database
7 64 (4.16%) Amazon Redshift
8 53 (3.44%) Big Data
8 53 (3.44%) Metadata
9 46 (2.99%) NoSQL
10 44 (2.86%) Azure SQL Database
11 38 (2.47%) Spark SQL
12 35 (2.27%) Delta Lake
12 35 (2.27%) SQL Server Integration Services
13 31 (2.01%) Tableau
14 30 (1.95%) PostgreSQL
15 29 (1.88%) Amazon Athena
16 26 (1.69%) SQL Server Reporting Services
17 24 (1.56%) Star Schema
18 22 (1.43%) Semantic Layer
Development Applications
1 81 (5.26%) Git
2 13 (0.84%) Jenkins
3 9 (0.58%) JIRA
4 5 (0.32%) GitLab
4 5 (0.32%) Visual Studio
5 4 (0.26%) MLflow
6 2 (0.13%) LabVIEW
6 2 (0.13%) TeamCity
7 1 (0.065%) DBeaver
7 1 (0.065%) Deequ
7 1 (0.065%) Oracle APEX
7 1 (0.065%) Robot Framework
7 1 (0.065%) Selenium
7 1 (0.065%) SQL Server Management Studio (SSMS)
7 1 (0.065%) Yeoman
General
1 180 (11.69%) Finance
2 141 (9.16%) Social Skills
3 116 (7.53%) Public Sector
4 115 (7.47%) Analytical Skills
5 37 (2.40%) Law
6 36 (2.34%) Manufacturing
7 33 (2.14%) Telecoms
8 28 (1.82%) Retail
9 27 (1.75%) Inclusion and Diversity
9 27 (1.75%) Marketing
10 17 (1.10%) Banking
11 12 (0.78%) Advertising
12 11 (0.71%) Health Technology
13 10 (0.65%) Automotive
14 9 (0.58%) Organisational Skills
15 8 (0.52%) Documentation Skills
16 7 (0.45%) Military
17 6 (0.39%) Games
18 5 (0.32%) Presentation Skills
19 3 (0.19%) Aviation
Libraries, Frameworks & Software Standards
1 134 (8.70%) PySpark
2 92 (5.97%) Kafka
3 16 (1.04%) Pandas
3 16 (1.04%) REST
4 14 (0.91%) ARM Templates
5 13 (0.84%) Apache NiFi
6 10 (0.65%) gRPC
7 8 (0.52%) JSON
8 7 (0.45%) LangChain
8 7 (0.45%) NumPy
9 5 (0.32%) Great Expectations
10 4 (0.26%) Apache Beam
10 4 (0.26%) PyTorch
10 4 (0.26%) RabbitMQ
10 4 (0.26%) React
10 4 (0.26%) YAML
11 3 (0.19%) .NET
11 3 (0.19%) EDI
11 3 (0.19%) SOAP
11 3 (0.19%) TensorFlow
Miscellaneous
1 60 (3.90%) Cloud Native
2 26 (1.69%) Product Ownership
3 19 (1.23%) Fibre Optics
4 18 (1.17%) Distributed Systems
5 17 (1.10%) Driving Licence
6 16 (1.04%) Data Structures
7 14 (0.91%) Greenfield Project
8 13 (0.84%) Legacy Systems
8 13 (0.84%) Video\Live Streaming
9 12 (0.78%) Data Centre
9 12 (0.78%) Distributed Computing
9 12 (0.78%) Over-the-Top Content
10 11 (0.71%) Onboarding
11 10 (0.65%) Marketing Technology
11 10 (0.65%) Sports Betting
12 9 (0.58%) Self-Motivation
13 8 (0.52%) AI Agents
13 8 (0.52%) NHS
13 8 (0.52%) Replication
14 7 (0.45%) Hedge funds
Operating Systems
1 12 (0.78%) Linux
2 1 (0.065%) Unix
2 1 (0.065%) Windows
2 1 (0.065%) Windows Server
Processes & Methodologies
1 526 (34.16%) Data Pipeline
2 496 (32.21%) Analytics
3 456 (29.61%) Data Engineering
4 396 (25.71%) ETL
5 343 (22.27%) Data Modelling
6 266 (17.27%) CI/CD
7 247 (16.04%) AI
8 230 (14.94%) Business Intelligence
9 193 (12.53%) Agile
10 188 (12.21%) Decision-Making
11 161 (10.45%) Data Governance
12 155 (10.06%) Machine Learning
13 150 (9.74%) DevOps
14 149 (9.68%) Data Science
15 144 (9.35%) Problem-Solving
16 132 (8.57%) Data Architecture
17 127 (8.25%) Platform Engineering
18 125 (8.12%) Mentoring
19 93 (6.04%) Data Integration
20 91 (5.91%) Infrastructure as Code
Programming Languages
1 560 (36.36%) SQL
2 558 (36.23%) Python
3 64 (4.16%) Scala
4 50 (3.25%) Java
5 22 (1.43%) Bash
6 13 (0.84%) PowerShell
7 12 (0.78%) T-SQL
8 11 (0.71%) Go
9 9 (0.58%) Data Analysis Expressions
9 9 (0.58%) TypeScript
10 8 (0.52%) R
11 7 (0.45%) C++
11 7 (0.45%) Groovy
12 6 (0.39%) Bicep
13 5 (0.32%) C#
14 4 (0.26%) JavaScript
14 4 (0.26%) PL/SQL
15 2 (0.13%) Kusto Query Language
15 2 (0.13%) Rust
15 2 (0.13%) VBA
Qualifications
1 190 (12.34%) Security Cleared
2 139 (9.03%) SC Cleared
3 68 (4.42%) Degree
4 50 (3.25%) DV Cleared
5 39 (2.53%) Computer Science Degree
6 16 (1.04%) Azure Certification
7 13 (0.84%) 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 (0.065%) AWS Certified DevOps Engineer
11 1 (0.065%) CISM
11 1 (0.065%) CISSP
11 1 (0.065%) City & Guilds
11 1 (0.065%) PhD
11 1 (0.065%) SnowPro
Quality Assurance & Compliance
1 257 (16.69%) Data Quality
2 42 (2.73%) GDPR
3 20 (1.30%) SLA
4 13 (0.84%) QA
5 6 (0.39%) Accessibility
6 4 (0.26%) ISO/IEC 27001
7 2 (0.13%) HIPAA
8 1 (0.065%) NIST
8 1 (0.065%) PCI DSS
8 1 (0.065%) Sarbanes-Oxley
8 1 (0.065%) SOC 2
System Software
1 60 (3.90%) Docker
2 1 (0.065%) Active Directory
Systems Management
1 141 (9.16%) Terraform
2 36 (2.34%) 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 (0.065%) Ansible
6 1 (0.065%) Kubeflow
Vendors
1 253 (16.43%) Databricks
2 188 (12.21%) Microsoft
3 36 (2.34%) Google
4 23 (1.49%) Oracle
5 18 (1.17%) Salesforce
6 15 (0.97%) Palantir
7 14 (0.91%) Talend
8 13 (0.84%) Informatica
9 12 (0.78%) Foundry
10 10 (0.65%) SAP
10 10 (0.65%) Typelevel
11 7 (0.45%) OpenAI
12 5 (0.32%) BT
12 5 (0.32%) Cloudera
13 3 (0.19%) BMC
13 3 (0.19%) Confluent
13 3 (0.19%) IBM
13 3 (0.19%) Netezza
13 3 (0.19%) Planon
14 2 (0.13%) Intapp