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 22 March 2026.

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

6 months to
22 Mar 2026
Same period 2025 Same period 2024
Rank 139 175 141
Rank change year-on-year +36 -34 +18
Permanent jobs requiring a Data Engineer 1,023 699 1,566
As % of all permanent jobs in England 1.51% 1.84% 2.06%
As % of the Job Titles category 1.64% 2.04% 2.18%
Number of salaries quoted 781 563 1,111
10th Percentile £46,000 £47,500 £34,905
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £70,000 £71,991 £65,000
Median % change year-on-year -2.77% +10.76% -8.45%
75th Percentile £85,000 £97,987 £85,000
90th Percentile £97,500 £115,000 £97,500
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 62,293 34,240 71,812
% of permanent jobs with a recognized job title 92.01% 90.21% 94.42%
Number of salaries quoted 40,606 21,086 56,335
10th Percentile £30,000 £31,308 £28,501
25th Percentile £40,000 £43,750 £38,750
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -9.69%
75th Percentile £75,000 £80,000 £72,500
90th Percentile £95,000 £100,000 £92,500
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -8.33%

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 22 March 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 22 March 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 +22 434 £80,000 -11.11% 164
North of England -1 156 £65,000 +4.00% 82
South East +11 144 £55,000 -21.43% 110
Midlands +27 132 £60,000 +9.09% 59
West Midlands +63 111 £60,000 +9.09% 45
North West +22 88 £65,000 +1.76% 46
South West +7 69 £70,000 +27.27% 44
East of England +33 65 £65,000 -1.89% 21
Yorkshire -34 55 £70,000 +16.67% 24
East Midlands -40 21 £65,000 +20.93% 14
North East -22 13 £65,000 -3.70% 14
Data Engineer
UK

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

For the 6 months to 22 March 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.

1 479 (46.82%) SQL
2 463 (45.26%) Python
3 410 (40.08%) Data Pipeline
4 391 (38.22%) Data Engineering
5 380 (37.15%) Analytics
6 363 (35.48%) ETL
7 356 (34.80%) Azure
8 275 (26.88%) Data Modelling
9 239 (23.36%) AWS
10 217 (21.21%) CI/CD
11 216 (21.11%) Databricks
12 195 (19.06%) Business Intelligence
13 180 (17.60%) Data Warehouse
14 173 (16.91%) Data Quality
15 159 (15.54%) AI
16 158 (15.44%) Agile
17 146 (14.27%) Azure Data Factory
18 144 (14.08%) Power Platform
19 143 (13.98%) Security Cleared
20 142 (13.88%) Data Science
20 142 (13.88%) Power BI
21 137 (13.39%) Data Governance
21 137 (13.39%) Decision-Making
22 134 (13.10%) Microsoft
23 133 (13.00%) DevOps
24 132 (12.90%) Problem-Solving
25 121 (11.83%) Machine Learning
26 113 (11.05%) Apache Airflow
27 111 (10.85%) Data Lake
28 104 (10.17%) 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
1 113 (11.05%) Apache Airflow
2 70 (6.84%) Apache Spark
3 61 (5.96%) Apache
4 15 (1.47%) SAS
5 7 (0.68%) Confluence
6 4 (0.39%) Palantir Foundry
7 2 (0.20%) Apache Qpid
7 2 (0.20%) Oracle Application Server
8 1 (0.098%) Apache Solr
8 1 (0.098%) IIS
8 1 (0.098%) Oracle SOA Suite
8 1 (0.098%) SharePoint
Applications
1 9 (0.88%) Microsoft Excel
2 7 (0.68%) Microsoft Office
3 2 (0.20%) Chatbot
3 2 (0.20%) Microsoft PowerPoint
4 1 (0.098%) Notion
Business Applications
1 1 (0.098%) NetSuite
1 1 (0.098%) Oracle BPM
1 1 (0.098%) Primavera
1 1 (0.098%) SimCorp Dimension
Cloud Services
1 356 (34.80%) Azure
2 239 (23.36%) AWS
3 146 (14.27%) Azure Data Factory
4 144 (14.08%) Power Platform
5 104 (10.17%) GCP
6 88 (8.60%) Snowflake
7 86 (8.41%) dbt
8 84 (8.21%) Azure Synapse Analytics
9 63 (6.16%) Amazon S3
10 53 (5.18%) Azure DevOps
11 38 (3.71%) Serverless
12 34 (3.32%) AWS Lambda
13 33 (3.23%) SaaS
14 31 (3.03%) GitHub
15 24 (2.35%) Amazon Kinesis
16 21 (2.05%) Fivetran
17 16 (1.56%) Amazon EMR
17 16 (1.56%) Matillion
18 15 (1.47%) Dagster
18 15 (1.47%) Microsoft Purview
Communications & Networking
1 34 (3.32%) Structured Cabling
2 28 (2.74%) Wi-Fi
3 22 (2.15%) Broadband
4 5 (0.49%) DSLAM
5 4 (0.39%) Kerberos
6 1 (0.098%) 4G
6 1 (0.098%) 5G
6 1 (0.098%) LTE
6 1 (0.098%) Software-Defined Radio
6 1 (0.098%) Wireless
Database & Business Intelligence
1 180 (17.60%) Data Warehouse
2 142 (13.88%) Power BI
3 111 (10.85%) Data Lake
4 83 (8.11%) SQL Server
5 59 (5.77%) Amazon Redshift
6 56 (5.47%) Metadata
7 46 (4.50%) Azure SQL Database
8 42 (4.11%) Relational Database
9 39 (3.81%) Delta Lake
10 38 (3.71%) Big Data
11 37 (3.62%) BigQuery
12 36 (3.52%) SQL Server Integration Services
13 32 (3.13%) PostgreSQL
13 32 (3.13%) SQL Server Reporting Services
14 31 (3.03%) MySQL
15 29 (2.83%) NoSQL
16 28 (2.74%) Tableau
17 26 (2.54%) Apache Iceberg
18 25 (2.44%) Amazon Athena
19 19 (1.86%) MongoDB
Development Applications
1 68 (6.65%) Git
2 9 (0.88%) JIRA
3 8 (0.78%) Jenkins
3 8 (0.78%) MLflow
4 5 (0.49%) GitLab
5 4 (0.39%) LabVIEW
6 3 (0.29%) Visual Studio
7 2 (0.20%) Deequ
7 2 (0.20%) TeamCity
8 1 (0.098%) Bitbucket
8 1 (0.098%) DBeaver
8 1 (0.098%) Oracle APEX
8 1 (0.098%) Robot Framework
8 1 (0.098%) Selenium
8 1 (0.098%) SQL Server Management Studio (SSMS)
General
1 178 (17.40%) Finance
2 128 (12.51%) Social Skills
3 83 (8.11%) Analytical Skills
4 72 (7.04%) Public Sector
5 29 (2.83%) Law
5 29 (2.83%) Telecoms
6 28 (2.74%) Manufacturing
7 24 (2.35%) Legal
8 19 (1.86%) Banking
9 18 (1.76%) Marketing
9 18 (1.76%) Retail
10 17 (1.66%) Inclusion and Diversity
11 11 (1.08%) Automotive
11 11 (1.08%) Documentation Skills
12 8 (0.78%) Military
12 8 (0.78%) Organisational Skills
13 7 (0.68%) Aerospace
14 6 (0.59%) Advertising
14 6 (0.59%) Influencing Skills
15 5 (0.49%) Games
Libraries, Frameworks & Software Standards
1 98 (9.58%) PySpark
2 70 (6.84%) Kafka
3 17 (1.66%) Pandas
4 16 (1.56%) LangChain
5 12 (1.17%) PyTorch
6 11 (1.08%) JSON
6 11 (1.08%) TensorFlow
7 10 (0.98%) REST
8 8 (0.78%) Apache NiFi
8 8 (0.78%) gRPC
8 8 (0.78%) HTML
9 7 (0.68%) NumPy
9 7 (0.68%) XML
10 5 (0.49%) pytest
10 5 (0.49%) scikit-learn
10 5 (0.49%) Streamlit
11 4 (0.39%) ARM Templates
11 4 (0.39%) Node.js
11 4 (0.39%) OAuth2
11 4 (0.39%) RabbitMQ
Miscellaneous
1 38 (3.71%) Cloud Native
2 28 (2.74%) Driving Licence
3 22 (2.15%) Distributed Systems
4 20 (1.96%) Onboarding
5 17 (1.66%) Fibre Optics
6 15 (1.47%) Greenfield Project
6 15 (1.47%) Legacy Systems
7 14 (1.37%) Data Structures
7 14 (1.37%) Product Ownership
8 13 (1.27%) Data Centre
9 11 (1.08%) AI Agents
9 11 (1.08%) Distributed Computing
9 11 (1.08%) Self-Motivation
9 11 (1.08%) Video\Live Streaming
10 10 (0.98%) Over-the-Top Content
11 7 (0.68%) Enterprise Cloud
11 7 (0.68%) Replication
11 7 (0.68%) Social Media
12 6 (0.59%) Anti-Piracy
13 5 (0.49%) Legacy Applications
Operating Systems
1 14 (1.37%) Linux
2 5 (0.49%) Unix
3 1 (0.098%) Red Hat Enterprise Linux
3 1 (0.098%) Windows
Processes & Methodologies
1 410 (40.08%) Data Pipeline
2 391 (38.22%) Data Engineering
3 380 (37.15%) Analytics
4 363 (35.48%) ETL
5 275 (26.88%) Data Modelling
6 217 (21.21%) CI/CD
7 195 (19.06%) Business Intelligence
8 159 (15.54%) AI
9 158 (15.44%) Agile
10 142 (13.88%) Data Science
11 137 (13.39%) Data Governance
11 137 (13.39%) Decision-Making
12 133 (13.00%) DevOps
13 132 (12.90%) Problem-Solving
14 121 (11.83%) Machine Learning
15 95 (9.29%) Mentoring
16 82 (8.02%) Data Architecture
17 78 (7.62%) Data Integration
18 62 (6.06%) Platform Engineering
19 59 (5.77%) Migration
Programming Languages
1 479 (46.82%) SQL
2 463 (45.26%) Python
3 50 (4.89%) Scala
4 36 (3.52%) Java
5 24 (2.35%) T-SQL
6 22 (2.15%) Bash
7 16 (1.56%) C#
8 13 (1.27%) PowerShell
9 12 (1.17%) Data Analysis Expressions
10 11 (1.08%) TypeScript
11 10 (0.98%) C++
11 10 (0.98%) R
12 8 (0.78%) Go
12 8 (0.78%) JavaScript
13 6 (0.59%) Bicep
14 5 (0.49%) Groovy
14 5 (0.49%) PHP
15 3 (0.29%) Ruby
16 2 (0.20%) Rust
17 1 (0.098%) Korn
Qualifications
1 143 (13.98%) Security Cleared
2 86 (8.41%) SC Cleared
3 53 (5.18%) Degree
4 29 (2.83%) Computer Science Degree
4 29 (2.83%) DV Cleared
5 12 (1.17%) Master's Degree
6 10 (0.98%) Azure Certification
7 9 (0.88%) BPSS Clearance
8 7 (0.68%) DBS Check
8 7 (0.68%) Microsoft Certification
9 6 (0.59%) CISSP
10 5 (0.49%) AWS Certification
10 5 (0.49%) MCSE
10 5 (0.49%) OCP
10 5 (0.49%) Oracle Certification
11 4 (0.39%) AWS Certified Solutions Architect
12 3 (0.29%) SnowPro
13 1 (0.098%) AWS Certified DevOps Engineer
13 1 (0.098%) City & Guilds
13 1 (0.098%) PhD
Quality Assurance & Compliance
1 173 (16.91%) Data Quality
2 40 (3.91%) GDPR
3 17 (1.66%) SLA
4 11 (1.08%) Accessibility
5 6 (0.59%) ISO/IEC 27001
6 5 (0.49%) QA
7 3 (0.29%) HIPAA
8 1 (0.098%) California Consumer Privacy Act
8 1 (0.098%) NIST
8 1 (0.098%) PCI DSS
8 1 (0.098%) Sarbanes-Oxley
8 1 (0.098%) SOC 2
System Software
1 61 (5.96%) Docker
2 4 (0.39%) Active Directory
3 3 (0.29%) HDFS
4 1 (0.098%) Apache ZooKeeper
Systems Management
1 89 (8.70%) Terraform
2 47 (4.59%) Kubernetes
3 5 (0.49%) Ansible
4 3 (0.29%) Argo
4 3 (0.29%) Control-M
4 3 (0.29%) Grafana
5 1 (0.098%) Ambari
5 1 (0.098%) CASB
5 1 (0.098%) Kubeflow
5 1 (0.098%) Prometheus
5 1 (0.098%) Puppet
5 1 (0.098%) ZABBIX
Vendors
1 216 (21.11%) Databricks
2 134 (13.10%) Microsoft
3 32 (3.13%) Oracle
4 23 (2.25%) Google
5 17 (1.66%) Talend
6 16 (1.56%) Informatica
7 13 (1.27%) Palantir
8 9 (0.88%) OpenAI
9 8 (0.78%) Typelevel
10 7 (0.68%) Cloudera
10 7 (0.68%) Foundry
11 6 (0.59%) Dataiku
12 5 (0.49%) BT
12 5 (0.49%) Confluent
12 5 (0.49%) Dell
12 5 (0.49%) Netezza
12 5 (0.49%) SAP
13 4 (0.39%) IBM
14 3 (0.29%) BMC
14 3 (0.29%) Red Hat