Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £67,500 per year, according to job vacancies posted during the 6 months leading to 27 March 2026.

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

6 months to
27 Mar 2026
Same period 2025 Same period 2024
Rank 131 161 145
Rank change year-on-year +30 -16 +13
Permanent jobs requiring a Data Engineer 1,065 693 1,575
As % of all permanent jobs in England 1.55% 1.91% 2.03%
As % of the Job Titles category 1.68% 2.12% 2.15%
Number of salaries quoted 816 558 1,116
10th Percentile £45,000 £47,500 £34,905
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -9.12%
75th Percentile £85,000 £98,230 £83,750
90th Percentile £97,500 £115,000 £97,500
UK median annual salary £69,479 £70,000 £65,000
% change year-on-year -0.74% +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 63,292 32,676 73,151
% of permanent jobs with a recognized job title 92.08% 89.99% 94.40%
Number of salaries quoted 41,400 20,880 57,222
10th Percentile £30,000 £31,250 £28,500
25th Percentile £40,000 £43,750 £38,734
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -9.09%
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 27 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 27 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 +23 445 £80,000 -11.11% 158
North of England +15 165 £66,750 +6.80% 87
South East +11 156 £55,000 -21.43% 91
Midlands +32 135 £60,000 +9.09% 59
West Midlands +56 114 £60,000 +9.09% 45
North West +26 88 £65,000 +1.76% 56
South West -2 71 £70,000 +27.27% 38
East of England +30 70 £65,000 -1.89% 17
Yorkshire -44 62 £71,250 +18.75% 19
East Midlands -48 21 £63,750 +18.60% 14
North East -20 15 £67,500 -6.90% 13
Data Engineer
UK

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

For the 6 months to 27 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.

1 499 (46.85%) SQL
2 482 (45.26%) Python
3 428 (40.19%) Data Pipeline
4 412 (38.69%) Data Engineering
5 401 (37.65%) Analytics
6 373 (35.02%) ETL
7 372 (34.93%) Azure
8 286 (26.85%) Data Modelling
9 245 (23.00%) AWS
10 230 (21.60%) Databricks
11 222 (20.85%) CI/CD
12 197 (18.50%) Business Intelligence
13 182 (17.09%) Data Warehouse
14 181 (17.00%) Data Quality
15 170 (15.96%) AI
16 165 (15.49%) Agile
17 150 (14.08%) Azure Data Factory
18 148 (13.90%) Microsoft
19 147 (13.80%) Data Science
20 145 (13.62%) Power Platform
21 144 (13.52%) Decision-Making
22 143 (13.43%) Power BI
23 142 (13.33%) Security Cleared
24 141 (13.24%) Data Governance
25 138 (12.96%) DevOps
25 138 (12.96%) Problem-Solving
26 126 (11.83%) Machine Learning
27 114 (10.70%) Apache Airflow
28 111 (10.42%) Data Lake
29 103 (9.67%) 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
1 114 (10.70%) Apache Airflow
2 71 (6.67%) Apache Spark
3 63 (5.92%) Apache
4 16 (1.50%) SAS
5 7 (0.66%) Confluence
6 5 (0.47%) Palantir Foundry
7 2 (0.19%) Apache Qpid
7 2 (0.19%) Oracle Application Server
8 1 (0.094%) Apache Solr
8 1 (0.094%) IIS
8 1 (0.094%) Oracle SOA Suite
8 1 (0.094%) SharePoint
Applications
1 9 (0.85%) Microsoft Excel
2 6 (0.56%) Microsoft Office
3 2 (0.19%) Chatbot
3 2 (0.19%) Microsoft PowerPoint
4 1 (0.094%) Notion
Business Applications
1 1 (0.094%) NetSuite
1 1 (0.094%) Oracle BPM
1 1 (0.094%) Primavera
1 1 (0.094%) SimCorp Dimension
Cloud Services
1 372 (34.93%) Azure
2 245 (23.00%) AWS
3 150 (14.08%) Azure Data Factory
4 145 (13.62%) Power Platform
5 103 (9.67%) GCP
6 91 (8.54%) Snowflake
7 88 (8.26%) dbt
8 86 (8.08%) Azure Synapse Analytics
9 63 (5.92%) Amazon S3
10 52 (4.88%) Azure DevOps
11 39 (3.66%) Serverless
12 34 (3.19%) AWS Lambda
13 33 (3.10%) SaaS
14 32 (3.00%) GitHub
15 24 (2.25%) Amazon Kinesis
16 19 (1.78%) Fivetran
17 17 (1.60%) Amazon EMR
18 16 (1.50%) Microsoft Purview
19 15 (1.41%) Dagster
19 15 (1.41%) Matillion
Communications & Networking
1 30 (2.82%) Structured Cabling
2 24 (2.25%) Wi-Fi
3 22 (2.07%) Broadband
4 5 (0.47%) DSLAM
5 4 (0.38%) Kerberos
6 3 (0.28%) Software-Defined Radio
7 1 (0.094%) 4G
7 1 (0.094%) 5G
7 1 (0.094%) LTE
7 1 (0.094%) Wireless
Database & Business Intelligence
1 182 (17.09%) Data Warehouse
2 143 (13.43%) Power BI
3 111 (10.42%) Data Lake
4 88 (8.26%) SQL Server
5 58 (5.45%) Amazon Redshift
6 55 (5.16%) Metadata
7 48 (4.51%) Relational Database
8 47 (4.41%) Azure SQL Database
9 39 (3.66%) Big Data
9 39 (3.66%) Delta Lake
10 37 (3.47%) BigQuery
10 37 (3.47%) SQL Server Integration Services
11 33 (3.10%) NoSQL
11 33 (3.10%) SQL Server Reporting Services
12 32 (3.00%) PostgreSQL
13 31 (2.91%) MySQL
14 30 (2.82%) Tableau
15 25 (2.35%) Amazon Athena
15 25 (2.35%) Apache Iceberg
16 21 (1.97%) MongoDB
Development Applications
1 69 (6.48%) Git
2 9 (0.85%) JIRA
3 8 (0.75%) Jenkins
3 8 (0.75%) MLflow
4 5 (0.47%) GitLab
5 4 (0.38%) LabVIEW
6 3 (0.28%) Visual Studio
7 2 (0.19%) Deequ
7 2 (0.19%) Selenium
7 2 (0.19%) TeamCity
8 1 (0.094%) Bitbucket
8 1 (0.094%) DBeaver
8 1 (0.094%) Oracle APEX
8 1 (0.094%) Robot Framework
8 1 (0.094%) SQL Server Management Studio (SSMS)
General
1 182 (17.09%) Finance
2 128 (12.02%) Social Skills
3 95 (8.92%) Analytical Skills
4 74 (6.95%) Public Sector
5 31 (2.91%) Law
6 30 (2.82%) Manufacturing
7 29 (2.72%) Telecoms
8 21 (1.97%) Legal
9 20 (1.88%) Marketing
9 20 (1.88%) Retail
10 18 (1.69%) Banking
11 17 (1.60%) Inclusion and Diversity
12 11 (1.03%) Automotive
12 11 (1.03%) Documentation Skills
13 8 (0.75%) Military
13 8 (0.75%) Organisational Skills
14 7 (0.66%) Aerospace
15 6 (0.56%) Advertising
15 6 (0.56%) Influencing Skills
16 5 (0.47%) Games
Libraries, Frameworks & Software Standards
1 101 (9.48%) PySpark
2 73 (6.85%) Kafka
3 17 (1.60%) Pandas
4 16 (1.50%) LangChain
5 12 (1.13%) PyTorch
6 11 (1.03%) JSON
6 11 (1.03%) REST
6 11 (1.03%) TensorFlow
7 9 (0.85%) Apache NiFi
8 8 (0.75%) gRPC
8 8 (0.75%) HTML
9 7 (0.66%) NumPy
9 7 (0.66%) XML
10 5 (0.47%) .NET
10 5 (0.47%) ARM Templates
10 5 (0.47%) pytest
10 5 (0.47%) scikit-learn
10 5 (0.47%) Streamlit
11 4 (0.38%) Node.js
11 4 (0.38%) RabbitMQ
Miscellaneous
1 38 (3.57%) Cloud Native
2 24 (2.25%) Driving Licence
3 22 (2.07%) Distributed Systems
4 17 (1.60%) Fibre Optics
5 16 (1.50%) Onboarding
5 16 (1.50%) Product Ownership
6 15 (1.41%) Legacy Systems
7 14 (1.31%) Greenfield Project
8 13 (1.22%) Data Structures
9 12 (1.13%) Data Centre
10 11 (1.03%) AI Agents
10 11 (1.03%) Distributed Computing
10 11 (1.03%) Self-Motivation
10 11 (1.03%) Video\Live Streaming
11 10 (0.94%) Over-the-Top Content
12 8 (0.75%) Replication
13 7 (0.66%) Enterprise Cloud
13 7 (0.66%) Social Media
14 6 (0.56%) Anti-Piracy
15 5 (0.47%) Legacy Applications
Operating Systems
1 15 (1.41%) Linux
2 5 (0.47%) Unix
3 2 (0.19%) Windows
4 1 (0.094%) Red Hat Enterprise Linux
4 1 (0.094%) Windows Server
Processes & Methodologies
1 428 (40.19%) Data Pipeline
2 412 (38.69%) Data Engineering
3 401 (37.65%) Analytics
4 373 (35.02%) ETL
5 286 (26.85%) Data Modelling
6 222 (20.85%) CI/CD
7 197 (18.50%) Business Intelligence
8 170 (15.96%) AI
9 165 (15.49%) Agile
10 147 (13.80%) Data Science
11 144 (13.52%) Decision-Making
12 141 (13.24%) Data Governance
13 138 (12.96%) DevOps
13 138 (12.96%) Problem-Solving
14 126 (11.83%) Machine Learning
15 96 (9.01%) Mentoring
16 90 (8.45%) Data Architecture
17 84 (7.89%) Data Integration
18 66 (6.20%) Platform Engineering
19 61 (5.73%) Visualisation
Programming Languages
1 499 (46.85%) SQL
2 482 (45.26%) Python
3 51 (4.79%) Scala
4 37 (3.47%) Java
5 23 (2.16%) Bash
6 22 (2.07%) T-SQL
7 16 (1.50%) C#
8 13 (1.22%) PowerShell
9 11 (1.03%) Data Analysis Expressions
9 11 (1.03%) TypeScript
10 10 (0.94%) C++
10 10 (0.94%) R
11 8 (0.75%) Go
11 8 (0.75%) JavaScript
12 6 (0.56%) Bicep
12 6 (0.56%) Groovy
13 5 (0.47%) PHP
14 3 (0.28%) Ruby
15 2 (0.19%) Rust
16 1 (0.094%) Korn
Qualifications
1 142 (13.33%) Security Cleared
2 87 (8.17%) SC Cleared
3 58 (5.45%) Degree
4 34 (3.19%) Computer Science Degree
5 31 (2.91%) DV Cleared
6 12 (1.13%) Master's Degree
7 11 (1.03%) Azure Certification
8 9 (0.85%) BPSS Clearance
9 7 (0.66%) DBS Check
10 6 (0.56%) Microsoft Certification
11 5 (0.47%) AWS Certification
11 5 (0.47%) CISSP
12 4 (0.38%) AWS Certified Solutions Architect
12 4 (0.38%) MCSE
12 4 (0.38%) OCP
12 4 (0.38%) Oracle Certification
13 3 (0.28%) SnowPro
14 1 (0.094%) AWS Certified DevOps Engineer
14 1 (0.094%) CISM
14 1 (0.094%) City & Guilds
Quality Assurance & Compliance
1 181 (17.00%) Data Quality
2 42 (3.94%) GDPR
3 18 (1.69%) SLA
4 11 (1.03%) Accessibility
5 6 (0.56%) ISO/IEC 27001
6 5 (0.47%) QA
7 3 (0.28%) HIPAA
8 1 (0.094%) California Consumer Privacy Act
8 1 (0.094%) NIST
8 1 (0.094%) PCI DSS
8 1 (0.094%) Sarbanes-Oxley
8 1 (0.094%) SOC 2
System Software
1 61 (5.73%) Docker
2 4 (0.38%) Active Directory
3 3 (0.28%) HDFS
4 1 (0.094%) Apache ZooKeeper
Systems Management
1 93 (8.73%) Terraform
2 47 (4.41%) Kubernetes
3 5 (0.47%) Ansible
4 3 (0.28%) Argo
4 3 (0.28%) Control-M
4 3 (0.28%) Grafana
5 1 (0.094%) Ambari
5 1 (0.094%) CASB
5 1 (0.094%) Kubeflow
5 1 (0.094%) Prometheus
5 1 (0.094%) Puppet
5 1 (0.094%) ZABBIX
Vendors
1 230 (21.60%) Databricks
2 148 (13.90%) Microsoft
3 35 (3.29%) Oracle
4 23 (2.16%) Google
5 18 (1.69%) Talend
6 17 (1.60%) Informatica
7 14 (1.31%) Palantir
8 9 (0.85%) OpenAI
9 8 (0.75%) Cloudera
9 8 (0.75%) Foundry
9 8 (0.75%) Typelevel
10 5 (0.47%) BT
10 5 (0.47%) Confluent
10 5 (0.47%) Dataiku
10 5 (0.47%) Netezza
10 5 (0.47%) SAP
11 4 (0.38%) Dell
11 4 (0.38%) IBM
12 3 (0.28%) BMC
12 3 (0.28%) Red Hat