Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £68,500 per year, according to job vacancies posted during the 6 months leading to 25 March 2026.

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

6 months to
25 Mar 2026
Same period 2025 Same period 2024
Rank 134 167 141
Rank change year-on-year +33 -26 +18
Permanent jobs requiring a Data Engineer 1,044 689 1,573
As % of all permanent jobs in England 1.53% 1.87% 2.05%
As % of the Job Titles category 1.66% 2.08% 2.18%
Number of salaries quoted 801 554 1,118
10th Percentile £46,000 £47,500 £34,905
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £68,500 £70,000 £65,000
Median % change year-on-year -2.14% +7.69% -9.77%
75th Percentile £85,000 £98,474 £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 62,725 33,153 72,273
% of permanent jobs with a recognized job title 92.03% 90.06% 94.40%
Number of salaries quoted 40,975 20,946 56,648
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 25 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 25 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 +20 439 £81,250 -10.96% 158
North of England +3 160 £65,000 +4.00% 87
South East +12 153 £55,000 -21.43% 91
Midlands +28 132 £60,000 +9.09% 59
West Midlands +65 113 £60,000 +9.09% 45
North West +18 87 £65,000 +1.76% 56
South West -6 69 £70,000 +27.27% 38
East of England +33 68 £65,000 -1.89% 17
Yorkshire -30 59 £68,750 +14.58% 19
East Midlands -45 19 £65,000 +20.93% 14
North East -17 14 £65,000 -10.34% 13
Data Engineer
UK

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

For the 6 months to 25 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.

1 487 (46.65%) SQL
2 471 (45.11%) Python
3 419 (40.13%) Data Pipeline
4 402 (38.51%) Data Engineering
5 391 (37.45%) Analytics
6 368 (35.25%) Azure
6 368 (35.25%) ETL
7 281 (26.92%) Data Modelling
8 240 (22.99%) AWS
9 223 (21.36%) Databricks
10 220 (21.07%) CI/CD
11 194 (18.58%) Business Intelligence
12 178 (17.05%) Data Warehouse
13 177 (16.95%) Data Quality
14 167 (16.00%) AI
15 163 (15.61%) Agile
16 149 (14.27%) Azure Data Factory
17 145 (13.89%) Data Science
17 145 (13.89%) Power Platform
18 143 (13.70%) Power BI
19 142 (13.60%) Decision-Making
19 142 (13.60%) Microsoft
19 142 (13.60%) Security Cleared
20 141 (13.51%) Data Governance
21 137 (13.12%) DevOps
22 135 (12.93%) Problem-Solving
23 124 (11.88%) Machine Learning
24 112 (10.73%) Apache Airflow
25 111 (10.63%) Data Lake
26 104 (9.96%) 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
1 112 (10.73%) Apache Airflow
2 70 (6.70%) Apache Spark
3 62 (5.94%) Apache
4 16 (1.53%) SAS
5 7 (0.67%) Confluence
6 4 (0.38%) Palantir Foundry
7 2 (0.19%) Apache Qpid
7 2 (0.19%) Oracle Application Server
8 1 (0.096%) Apache Solr
8 1 (0.096%) IIS
8 1 (0.096%) Oracle SOA Suite
8 1 (0.096%) SharePoint
Applications
1 9 (0.86%) Microsoft Excel
2 6 (0.57%) Microsoft Office
3 2 (0.19%) Chatbot
3 2 (0.19%) Microsoft PowerPoint
4 1 (0.096%) Notion
Business Applications
1 1 (0.096%) NetSuite
1 1 (0.096%) Oracle BPM
1 1 (0.096%) Primavera
1 1 (0.096%) SimCorp Dimension
Cloud Services
1 368 (35.25%) Azure
2 240 (22.99%) AWS
3 149 (14.27%) Azure Data Factory
4 145 (13.89%) Power Platform
5 104 (9.96%) GCP
6 87 (8.33%) dbt
6 87 (8.33%) Snowflake
7 86 (8.24%) Azure Synapse Analytics
8 62 (5.94%) Amazon S3
9 52 (4.98%) Azure DevOps
10 38 (3.64%) Serverless
11 34 (3.26%) SaaS
12 33 (3.16%) AWS Lambda
13 31 (2.97%) GitHub
14 24 (2.30%) Amazon Kinesis
15 19 (1.82%) Fivetran
16 16 (1.53%) Microsoft Purview
17 15 (1.44%) Amazon EMR
17 15 (1.44%) Dagster
17 15 (1.44%) Matillion
Communications & Networking
1 30 (2.87%) Structured Cabling
2 24 (2.30%) Wi-Fi
3 22 (2.11%) Broadband
4 5 (0.48%) DSLAM
5 4 (0.38%) Kerberos
6 2 (0.19%) Software-Defined Radio
7 1 (0.096%) 4G
7 1 (0.096%) 5G
7 1 (0.096%) LTE
7 1 (0.096%) Wireless
Database & Business Intelligence
1 178 (17.05%) Data Warehouse
2 143 (13.70%) Power BI
3 111 (10.63%) Data Lake
4 86 (8.24%) SQL Server
5 57 (5.46%) Amazon Redshift
6 56 (5.36%) Metadata
7 46 (4.41%) Azure SQL Database
7 46 (4.41%) Relational Database
8 39 (3.74%) Big Data
8 39 (3.74%) Delta Lake
9 37 (3.54%) BigQuery
10 36 (3.45%) SQL Server Integration Services
11 32 (3.07%) NoSQL
11 32 (3.07%) PostgreSQL
11 32 (3.07%) SQL Server Reporting Services
12 31 (2.97%) MySQL
13 28 (2.68%) Tableau
14 25 (2.39%) Amazon Athena
14 25 (2.39%) Apache Iceberg
15 21 (2.01%) MongoDB
Development Applications
1 69 (6.61%) Git
2 9 (0.86%) JIRA
3 8 (0.77%) Jenkins
3 8 (0.77%) MLflow
4 5 (0.48%) GitLab
5 4 (0.38%) LabVIEW
6 3 (0.29%) Visual Studio
7 2 (0.19%) Deequ
7 2 (0.19%) TeamCity
8 1 (0.096%) Bitbucket
8 1 (0.096%) DBeaver
8 1 (0.096%) Oracle APEX
8 1 (0.096%) Robot Framework
8 1 (0.096%) Selenium
8 1 (0.096%) SQL Server Management Studio (SSMS)
General
1 179 (17.15%) Finance
2 129 (12.36%) Social Skills
3 90 (8.62%) Analytical Skills
4 73 (6.99%) Public Sector
5 30 (2.87%) Law
6 29 (2.78%) Manufacturing
6 29 (2.78%) Telecoms
7 21 (2.01%) Legal
8 19 (1.82%) Marketing
8 19 (1.82%) Retail
9 18 (1.72%) Banking
10 17 (1.63%) Inclusion and Diversity
11 11 (1.05%) Automotive
11 11 (1.05%) Documentation Skills
12 8 (0.77%) Military
12 8 (0.77%) Organisational Skills
13 7 (0.67%) Aerospace
14 6 (0.57%) Advertising
14 6 (0.57%) Influencing Skills
15 5 (0.48%) Games
Libraries, Frameworks & Software Standards
1 99 (9.48%) PySpark
2 71 (6.80%) Kafka
3 17 (1.63%) Pandas
4 16 (1.53%) LangChain
5 12 (1.15%) PyTorch
6 11 (1.05%) JSON
6 11 (1.05%) REST
6 11 (1.05%) TensorFlow
7 9 (0.86%) Apache NiFi
8 8 (0.77%) gRPC
8 8 (0.77%) HTML
9 7 (0.67%) NumPy
9 7 (0.67%) XML
10 5 (0.48%) .NET
10 5 (0.48%) ARM Templates
10 5 (0.48%) pytest
10 5 (0.48%) scikit-learn
10 5 (0.48%) Streamlit
11 4 (0.38%) CSS
11 4 (0.38%) LDAP
Miscellaneous
1 38 (3.64%) Cloud Native
2 24 (2.30%) Driving Licence
3 22 (2.11%) Distributed Systems
4 17 (1.63%) Fibre Optics
5 16 (1.53%) Onboarding
6 15 (1.44%) Greenfield Project
6 15 (1.44%) Product Ownership
7 14 (1.34%) Legacy Systems
8 13 (1.25%) Data Structures
9 12 (1.15%) Data Centre
10 11 (1.05%) AI Agents
10 11 (1.05%) Distributed Computing
10 11 (1.05%) Self-Motivation
10 11 (1.05%) Video\Live Streaming
11 10 (0.96%) Over-the-Top Content
12 8 (0.77%) Replication
13 7 (0.67%) Enterprise Cloud
13 7 (0.67%) Social Media
14 6 (0.57%) Anti-Piracy
15 5 (0.48%) Legacy Applications
Operating Systems
1 15 (1.44%) Linux
2 5 (0.48%) Unix
3 2 (0.19%) Windows
4 1 (0.096%) Red Hat Enterprise Linux
4 1 (0.096%) Windows Server
Processes & Methodologies
1 419 (40.13%) Data Pipeline
2 402 (38.51%) Data Engineering
3 391 (37.45%) Analytics
4 368 (35.25%) ETL
5 281 (26.92%) Data Modelling
6 220 (21.07%) CI/CD
7 194 (18.58%) Business Intelligence
8 167 (16.00%) AI
9 163 (15.61%) Agile
10 145 (13.89%) Data Science
11 142 (13.60%) Decision-Making
12 141 (13.51%) Data Governance
13 137 (13.12%) DevOps
14 135 (12.93%) Problem-Solving
15 124 (11.88%) Machine Learning
16 95 (9.10%) Mentoring
17 87 (8.33%) Data Architecture
18 82 (7.85%) Data Integration
19 64 (6.13%) Platform Engineering
20 61 (5.84%) Visualisation
Programming Languages
1 487 (46.65%) SQL
2 471 (45.11%) Python
3 51 (4.89%) Scala
4 37 (3.54%) Java
5 23 (2.20%) Bash
6 22 (2.11%) T-SQL
7 16 (1.53%) C#
8 13 (1.25%) PowerShell
9 11 (1.05%) Data Analysis Expressions
9 11 (1.05%) TypeScript
10 10 (0.96%) C++
10 10 (0.96%) R
11 8 (0.77%) Go
11 8 (0.77%) JavaScript
12 6 (0.57%) Bicep
12 6 (0.57%) Groovy
13 5 (0.48%) PHP
14 3 (0.29%) Ruby
15 2 (0.19%) Rust
16 1 (0.096%) Korn
Qualifications
1 142 (13.60%) Security Cleared
2 87 (8.33%) SC Cleared
3 57 (5.46%) Degree
4 33 (3.16%) Computer Science Degree
5 31 (2.97%) DV Cleared
6 12 (1.15%) Master's Degree
7 11 (1.05%) Azure Certification
8 9 (0.86%) BPSS Clearance
9 7 (0.67%) DBS Check
9 7 (0.67%) Microsoft Certification
10 6 (0.57%) CISSP
11 5 (0.48%) AWS Certification
11 5 (0.48%) MCSE
11 5 (0.48%) OCP
11 5 (0.48%) Oracle Certification
12 4 (0.38%) AWS Certified Solutions Architect
13 3 (0.29%) SnowPro
14 1 (0.096%) AWS Certified DevOps Engineer
14 1 (0.096%) City & Guilds
14 1 (0.096%) PhD
Quality Assurance & Compliance
1 177 (16.95%) Data Quality
2 42 (4.02%) GDPR
3 17 (1.63%) SLA
4 11 (1.05%) Accessibility
5 6 (0.57%) ISO/IEC 27001
6 5 (0.48%) QA
7 3 (0.29%) HIPAA
8 1 (0.096%) California Consumer Privacy Act
8 1 (0.096%) NIST
8 1 (0.096%) PCI DSS
8 1 (0.096%) Sarbanes-Oxley
8 1 (0.096%) SOC 2
System Software
1 61 (5.84%) Docker
2 4 (0.38%) Active Directory
3 3 (0.29%) HDFS
4 1 (0.096%) Apache ZooKeeper
Systems Management
1 90 (8.62%) Terraform
2 47 (4.50%) Kubernetes
3 5 (0.48%) Ansible
4 3 (0.29%) Argo
4 3 (0.29%) Control-M
4 3 (0.29%) Grafana
5 1 (0.096%) Ambari
5 1 (0.096%) CASB
5 1 (0.096%) Kubeflow
5 1 (0.096%) Prometheus
5 1 (0.096%) Puppet
5 1 (0.096%) ZABBIX
Vendors
1 223 (21.36%) Databricks
2 142 (13.60%) Microsoft
3 35 (3.35%) Oracle
4 22 (2.11%) Google
5 18 (1.72%) Talend
6 17 (1.63%) Informatica
7 13 (1.25%) Palantir
8 9 (0.86%) OpenAI
9 8 (0.77%) Cloudera
9 8 (0.77%) Typelevel
10 7 (0.67%) Foundry
11 5 (0.48%) BT
11 5 (0.48%) Confluent
11 5 (0.48%) Dataiku
11 5 (0.48%) Netezza
11 5 (0.48%) SAP
12 4 (0.38%) Dell
12 4 (0.38%) IBM
13 3 (0.29%) BMC
13 3 (0.29%) Red Hat