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 26 March 2026.

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

6 months to
26 Mar 2026
Same period 2025 Same period 2024
Rank 137 167 145
Rank change year-on-year +30 -22 +14
Permanent jobs requiring a Data Engineer 1,053 696 1,568
As % of all permanent jobs in England 1.54% 1.90% 2.04%
As % of the Job Titles category 1.67% 2.11% 2.16%
Number of salaries quoted 808 560 1,111
10th Percentile £46,000 £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% -9.77%
75th Percentile £85,000 £97,743 £83,750
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 63,099 32,981 72,671
% of permanent jobs with a recognized job title 92.06% 90.04% 94.40%
Number of salaries quoted 41,202 20,970 56,880
10th Percentile £30,000 £31,250 £28,500
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% -9.09%
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 26 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 26 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 +22 442 £80,000 -11.11% 158
North of England +2 162 £66,750 +6.80% 87
South East +16 155 £55,000 -21.43% 91
Midlands +25 133 £60,000 +9.09% 59
West Midlands +61 113 £60,000 +9.09% 45
North West +19 87 £65,000 +1.76% 56
South West +5 70 £70,000 +27.27% 38
East of England +27 68 £65,000 -1.89% 17
Yorkshire -36 60 £70,000 +16.67% 19
East Midlands -44 20 £65,000 +20.93% 14
North East -16 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 26 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.

1 494 (46.91%) SQL
2 477 (45.30%) Python
3 423 (40.17%) Data Pipeline
4 405 (38.46%) Data Engineering
5 395 (37.51%) Analytics
6 370 (35.14%) Azure
6 370 (35.14%) ETL
7 283 (26.88%) Data Modelling
8 242 (22.98%) AWS
9 228 (21.65%) Databricks
10 221 (20.99%) CI/CD
11 196 (18.61%) Business Intelligence
12 180 (17.09%) Data Warehouse
13 179 (17.00%) Data Quality
14 168 (15.95%) AI
15 163 (15.48%) Agile
16 150 (14.25%) Azure Data Factory
17 145 (13.77%) Data Science
17 145 (13.77%) Power Platform
18 144 (13.68%) Microsoft
19 143 (13.58%) Power BI
20 142 (13.49%) Decision-Making
20 142 (13.49%) Security Cleared
21 141 (13.39%) Data Governance
22 137 (13.01%) DevOps
23 136 (12.92%) Problem-Solving
24 125 (11.87%) Machine Learning
25 113 (10.73%) Apache Airflow
26 111 (10.54%) Data Lake
27 104 (9.88%) 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 (10.73%) Apache Airflow
2 71 (6.74%) Apache Spark
3 62 (5.89%) Apache
4 16 (1.52%) SAS
5 7 (0.66%) Confluence
6 4 (0.38%) Palantir Foundry
7 2 (0.19%) Apache Qpid
7 2 (0.19%) Oracle Application Server
8 1 (0.095%) Apache Solr
8 1 (0.095%) IIS
8 1 (0.095%) Oracle SOA Suite
8 1 (0.095%) SharePoint
Applications
1 9 (0.85%) Microsoft Excel
2 6 (0.57%) Microsoft Office
3 2 (0.19%) Chatbot
3 2 (0.19%) Microsoft PowerPoint
4 1 (0.095%) Notion
Business Applications
1 1 (0.095%) NetSuite
1 1 (0.095%) Oracle BPM
1 1 (0.095%) Primavera
1 1 (0.095%) SimCorp Dimension
Cloud Services
1 370 (35.14%) Azure
2 242 (22.98%) AWS
3 150 (14.25%) Azure Data Factory
4 145 (13.77%) Power Platform
5 104 (9.88%) GCP
6 89 (8.45%) Snowflake
7 87 (8.26%) dbt
8 86 (8.17%) Azure Synapse Analytics
9 63 (5.98%) Amazon S3
10 52 (4.94%) Azure DevOps
11 39 (3.70%) Serverless
12 34 (3.23%) AWS Lambda
13 33 (3.13%) SaaS
14 31 (2.94%) GitHub
15 24 (2.28%) Amazon Kinesis
16 19 (1.80%) Fivetran
17 16 (1.52%) Amazon EMR
17 16 (1.52%) Microsoft Purview
18 15 (1.42%) Dagster
18 15 (1.42%) Matillion
Communications & Networking
1 30 (2.85%) Structured Cabling
2 24 (2.28%) Wi-Fi
3 22 (2.09%) Broadband
4 5 (0.47%) DSLAM
5 4 (0.38%) Kerberos
6 2 (0.19%) Software-Defined Radio
7 1 (0.095%) 4G
7 1 (0.095%) 5G
7 1 (0.095%) LTE
7 1 (0.095%) Wireless
Database & Business Intelligence
1 180 (17.09%) Data Warehouse
2 143 (13.58%) Power BI
3 111 (10.54%) Data Lake
4 87 (8.26%) SQL Server
5 58 (5.51%) Amazon Redshift
6 56 (5.32%) Metadata
7 48 (4.56%) Relational Database
8 46 (4.37%) Azure SQL Database
9 39 (3.70%) Big Data
9 39 (3.70%) Delta Lake
10 37 (3.51%) BigQuery
10 37 (3.51%) SQL Server Integration Services
11 33 (3.13%) SQL Server Reporting Services
12 32 (3.04%) NoSQL
12 32 (3.04%) PostgreSQL
13 31 (2.94%) MySQL
14 28 (2.66%) Tableau
15 25 (2.37%) Amazon Athena
15 25 (2.37%) Apache Iceberg
16 21 (1.99%) MongoDB
Development Applications
1 69 (6.55%) Git
2 9 (0.85%) JIRA
3 8 (0.76%) Jenkins
3 8 (0.76%) 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%) TeamCity
8 1 (0.095%) Bitbucket
8 1 (0.095%) DBeaver
8 1 (0.095%) Oracle APEX
8 1 (0.095%) Robot Framework
8 1 (0.095%) Selenium
8 1 (0.095%) SQL Server Management Studio (SSMS)
General
1 179 (17.00%) Finance
2 129 (12.25%) Social Skills
3 91 (8.64%) Analytical Skills
4 73 (6.93%) Public Sector
5 31 (2.94%) Law
6 29 (2.75%) Manufacturing
6 29 (2.75%) Telecoms
7 21 (1.99%) Legal
8 20 (1.90%) Marketing
9 19 (1.80%) Retail
10 18 (1.71%) Banking
11 17 (1.61%) Inclusion and Diversity
12 11 (1.04%) Automotive
12 11 (1.04%) Documentation Skills
13 8 (0.76%) Military
13 8 (0.76%) Organisational Skills
14 7 (0.66%) Aerospace
15 6 (0.57%) Advertising
15 6 (0.57%) Influencing Skills
16 5 (0.47%) Games
Libraries, Frameworks & Software Standards
1 100 (9.50%) PySpark
2 72 (6.84%) Kafka
3 17 (1.61%) Pandas
4 16 (1.52%) LangChain
5 12 (1.14%) PyTorch
6 11 (1.04%) JSON
6 11 (1.04%) REST
6 11 (1.04%) TensorFlow
7 9 (0.85%) Apache NiFi
8 8 (0.76%) gRPC
8 8 (0.76%) 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%) CSS
11 4 (0.38%) LDAP
Miscellaneous
1 38 (3.61%) Cloud Native
2 24 (2.28%) Driving Licence
3 22 (2.09%) Distributed Systems
4 17 (1.61%) Fibre Optics
5 16 (1.52%) Onboarding
5 16 (1.52%) Product Ownership
6 15 (1.42%) Greenfield Project
7 14 (1.33%) Legacy Systems
8 13 (1.23%) Data Structures
9 12 (1.14%) Data Centre
10 11 (1.04%) AI Agents
10 11 (1.04%) Distributed Computing
10 11 (1.04%) Self-Motivation
10 11 (1.04%) Video\Live Streaming
11 10 (0.95%) Over-the-Top Content
12 8 (0.76%) Replication
13 7 (0.66%) Enterprise Cloud
13 7 (0.66%) Social Media
14 6 (0.57%) Anti-Piracy
15 5 (0.47%) Legacy Applications
Operating Systems
1 15 (1.42%) Linux
2 5 (0.47%) Unix
3 2 (0.19%) Windows
4 1 (0.095%) Red Hat Enterprise Linux
4 1 (0.095%) Windows Server
Processes & Methodologies
1 423 (40.17%) Data Pipeline
2 405 (38.46%) Data Engineering
3 395 (37.51%) Analytics
4 370 (35.14%) ETL
5 283 (26.88%) Data Modelling
6 221 (20.99%) CI/CD
7 196 (18.61%) Business Intelligence
8 168 (15.95%) AI
9 163 (15.48%) Agile
10 145 (13.77%) Data Science
11 142 (13.49%) Decision-Making
12 141 (13.39%) Data Governance
13 137 (13.01%) DevOps
14 136 (12.92%) Problem-Solving
15 125 (11.87%) Machine Learning
16 95 (9.02%) Mentoring
17 89 (8.45%) Data Architecture
18 84 (7.98%) Data Integration
19 65 (6.17%) Platform Engineering
20 61 (5.79%) Visualisation
Programming Languages
1 494 (46.91%) SQL
2 477 (45.30%) Python
3 51 (4.84%) Scala
4 37 (3.51%) Java
5 23 (2.18%) Bash
6 22 (2.09%) T-SQL
7 16 (1.52%) C#
8 13 (1.23%) PowerShell
9 11 (1.04%) Data Analysis Expressions
9 11 (1.04%) TypeScript
10 10 (0.95%) C++
10 10 (0.95%) R
11 8 (0.76%) Go
11 8 (0.76%) JavaScript
12 6 (0.57%) Bicep
12 6 (0.57%) Groovy
13 5 (0.47%) PHP
14 3 (0.28%) Ruby
15 2 (0.19%) Rust
16 1 (0.095%) Korn
Qualifications
1 142 (13.49%) Security Cleared
2 87 (8.26%) SC Cleared
3 57 (5.41%) Degree
4 33 (3.13%) Computer Science Degree
5 31 (2.94%) DV Cleared
6 12 (1.14%) Master's Degree
7 11 (1.04%) Azure Certification
8 9 (0.85%) BPSS Clearance
9 7 (0.66%) DBS Check
9 7 (0.66%) Microsoft Certification
10 6 (0.57%) CISSP
11 5 (0.47%) AWS Certification
11 5 (0.47%) MCSE
11 5 (0.47%) OCP
11 5 (0.47%) Oracle Certification
12 4 (0.38%) AWS Certified Solutions Architect
13 3 (0.28%) SnowPro
14 1 (0.095%) AWS Certified DevOps Engineer
14 1 (0.095%) City & Guilds
14 1 (0.095%) PhD
Quality Assurance & Compliance
1 179 (17.00%) Data Quality
2 42 (3.99%) GDPR
3 17 (1.61%) SLA
4 11 (1.04%) Accessibility
5 6 (0.57%) ISO/IEC 27001
6 5 (0.47%) QA
7 3 (0.28%) HIPAA
8 1 (0.095%) California Consumer Privacy Act
8 1 (0.095%) NIST
8 1 (0.095%) PCI DSS
8 1 (0.095%) Sarbanes-Oxley
8 1 (0.095%) SOC 2
System Software
1 61 (5.79%) Docker
2 4 (0.38%) Active Directory
3 3 (0.28%) HDFS
4 1 (0.095%) Apache ZooKeeper
Systems Management
1 91 (8.64%) Terraform
2 47 (4.46%) Kubernetes
3 5 (0.47%) Ansible
4 3 (0.28%) Argo
4 3 (0.28%) Control-M
4 3 (0.28%) Grafana
5 1 (0.095%) Ambari
5 1 (0.095%) CASB
5 1 (0.095%) Kubeflow
5 1 (0.095%) Prometheus
5 1 (0.095%) Puppet
5 1 (0.095%) ZABBIX
Vendors
1 228 (21.65%) Databricks
2 144 (13.68%) Microsoft
3 35 (3.32%) Oracle
4 22 (2.09%) Google
5 18 (1.71%) Talend
6 17 (1.61%) Informatica
7 13 (1.23%) Palantir
8 9 (0.85%) OpenAI
9 8 (0.76%) Cloudera
9 8 (0.76%) Typelevel
10 7 (0.66%) Foundry
11 5 (0.47%) BT
11 5 (0.47%) Confluent
11 5 (0.47%) Dataiku
11 5 (0.47%) Netezza
11 5 (0.47%) SAP
12 4 (0.38%) Dell
12 4 (0.38%) IBM
13 3 (0.28%) BMC
13 3 (0.28%) Red Hat