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 16 March 2026.

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

6 months to
16 Mar 2026
Same period 2025 Same period 2024
Rank 140 172 143
Rank change year-on-year +32 -29 +16
Permanent jobs requiring a Data Engineer 996 711 1,562
As % of all permanent jobs in England 1.51% 1.84% 2.09%
As % of the Job Titles category 1.64% 2.03% 2.22%
Number of salaries quoted 759 575 1,116
10th Percentile £45,800 £47,338 £35,000
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% -7.21%
75th Percentile £85,000 £97,500 £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 60,673 34,988 70,427
% of permanent jobs with a recognized job title 91.91% 90.44% 94.44%
Number of salaries quoted 39,568 21,209 55,516
10th Percentile £30,000 £31,750 £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% -9.84%
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 16 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 16 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 +25 418 £81,250 -9.72% 145
North of England +5 155 £65,000 +4.00% 68
South East +21 137 £59,000 -15.71% 99
Midlands +41 134 £60,000 +9.09% 49
West Midlands +60 111 £60,000 +9.09% 38
North West +28 89 £65,000 +8.33% 36
South West -1 67 £67,500 +22.73% 47
East of England +38 63 £65,000 -1.89% 15
Yorkshire -41 53 £66,250 +10.42% 24
East Midlands -35 23 £65,000 +23.81% 11
North East -20 13 £65,000 +1.96% 9
Data Engineer
UK

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

For the 6 months to 16 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.

1 473 (47.49%) SQL
2 457 (45.88%) Python
3 404 (40.56%) Data Pipeline
4 389 (39.06%) Data Engineering
5 365 (36.65%) Analytics
6 356 (35.74%) ETL
7 351 (35.24%) Azure
8 265 (26.61%) Data Modelling
9 239 (24.00%) AWS
10 212 (21.29%) CI/CD
11 211 (21.18%) Databricks
12 194 (19.48%) Business Intelligence
13 178 (17.87%) Data Warehouse
14 173 (17.37%) Data Quality
15 154 (15.46%) Agile
15 154 (15.46%) AI
16 146 (14.66%) Power Platform
17 144 (14.46%) Power BI
18 143 (14.36%) Data Science
18 143 (14.36%) Security Cleared
19 141 (14.16%) Azure Data Factory
20 136 (13.65%) Data Governance
21 133 (13.35%) Decision-Making
22 132 (13.25%) DevOps
22 132 (13.25%) Problem-Solving
23 130 (13.05%) Microsoft
24 119 (11.95%) Machine Learning
25 115 (11.55%) Data Lake
26 111 (11.14%) Apache Airflow
27 102 (10.24%) 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
1 111 (11.14%) Apache Airflow
2 74 (7.43%) Apache Spark
3 63 (6.33%) Apache
4 15 (1.51%) SAS
5 7 (0.70%) Confluence
6 4 (0.40%) Palantir Foundry
7 2 (0.20%) Apache Qpid
7 2 (0.20%) Oracle Application Server
8 1 (0.10%) Apache Solr
8 1 (0.10%) IIS
8 1 (0.10%) Oracle SOA Suite
8 1 (0.10%) SharePoint
Applications
1 9 (0.90%) Microsoft Excel
2 7 (0.70%) Microsoft Office
3 2 (0.20%) Chatbot
3 2 (0.20%) Microsoft PowerPoint
4 1 (0.10%) Notion
Business Applications
1 1 (0.10%) NetSuite
1 1 (0.10%) Oracle BPM
1 1 (0.10%) Primavera
1 1 (0.10%) SimCorp Dimension
Cloud Services
1 351 (35.24%) Azure
2 239 (24.00%) AWS
3 146 (14.66%) Power Platform
4 141 (14.16%) Azure Data Factory
5 102 (10.24%) GCP
6 89 (8.94%) Snowflake
7 84 (8.43%) dbt
8 81 (8.13%) Azure Synapse Analytics
9 66 (6.63%) Amazon S3
10 52 (5.22%) Azure DevOps
11 40 (4.02%) Serverless
12 37 (3.71%) AWS Lambda
13 32 (3.21%) SaaS
14 31 (3.11%) GitHub
15 24 (2.41%) Amazon Kinesis
16 18 (1.81%) Fivetran
17 17 (1.71%) Amazon EMR
17 17 (1.71%) Microsoft Purview
18 16 (1.61%) AWS Step Functions
19 15 (1.51%) Dagster
Communications & Networking
1 39 (3.92%) Structured Cabling
2 34 (3.41%) Wi-Fi
3 22 (2.21%) Broadband
4 5 (0.50%) DSLAM
5 4 (0.40%) Kerberos
6 1 (0.10%) 4G
6 1 (0.10%) 5G
6 1 (0.10%) LTE
6 1 (0.10%) Software-Defined Radio
6 1 (0.10%) Wireless
Database & Business Intelligence
1 178 (17.87%) Data Warehouse
2 144 (14.46%) Power BI
3 115 (11.55%) Data Lake
4 82 (8.23%) SQL Server
5 63 (6.33%) Amazon Redshift
6 58 (5.82%) Metadata
7 45 (4.52%) Azure SQL Database
8 41 (4.12%) Delta Lake
9 39 (3.92%) Relational Database
10 38 (3.82%) Big Data
11 37 (3.71%) SQL Server Integration Services
12 36 (3.61%) BigQuery
13 32 (3.21%) SQL Server Reporting Services
14 31 (3.11%) PostgreSQL
15 30 (3.01%) MySQL
16 28 (2.81%) NoSQL
16 28 (2.81%) Tableau
17 27 (2.71%) Apache Iceberg
18 26 (2.61%) Amazon Athena
19 19 (1.91%) MongoDB
Development Applications
1 67 (6.73%) Git
2 9 (0.90%) JIRA
3 8 (0.80%) Jenkins
3 8 (0.80%) MLflow
4 6 (0.60%) GitLab
5 4 (0.40%) LabVIEW
6 3 (0.30%) Visual Studio
7 2 (0.20%) Deequ
7 2 (0.20%) TeamCity
8 1 (0.10%) Bitbucket
8 1 (0.10%) DBeaver
8 1 (0.10%) Oracle APEX
8 1 (0.10%) Robot Framework
8 1 (0.10%) Selenium
8 1 (0.10%) SQL Server Management Studio (SSMS)
General
1 172 (17.27%) Finance
2 130 (13.05%) Social Skills
3 86 (8.63%) Analytical Skills
4 69 (6.93%) Public Sector
5 31 (3.11%) Telecoms
6 29 (2.91%) Law
6 29 (2.91%) Manufacturing
7 28 (2.81%) Legal
8 19 (1.91%) Banking
8 19 (1.91%) Retail
9 18 (1.81%) Marketing
10 16 (1.61%) Inclusion and Diversity
11 11 (1.10%) Automotive
11 11 (1.10%) Documentation Skills
12 8 (0.80%) Organisational Skills
13 7 (0.70%) Aerospace
13 7 (0.70%) Influencing Skills
13 7 (0.70%) Military
14 6 (0.60%) Advertising
15 5 (0.50%) Financial Institution
Libraries, Frameworks & Software Standards
1 97 (9.74%) PySpark
2 67 (6.73%) Kafka
3 17 (1.71%) Pandas
4 16 (1.61%) LangChain
5 12 (1.20%) PyTorch
6 11 (1.10%) JSON
6 11 (1.10%) TensorFlow
7 9 (0.90%) REST
8 8 (0.80%) gRPC
8 8 (0.80%) HTML
9 7 (0.70%) Apache NiFi
9 7 (0.70%) NumPy
9 7 (0.70%) XML
10 5 (0.50%) pytest
10 5 (0.50%) scikit-learn
10 5 (0.50%) Streamlit
11 4 (0.40%) LDAP
11 4 (0.40%) Node.js
11 4 (0.40%) OAuth
11 4 (0.40%) OAuth2
Miscellaneous
1 36 (3.61%) Cloud Native
2 31 (3.11%) Driving Licence
3 24 (2.41%) Onboarding
4 22 (2.21%) Distributed Systems
5 19 (1.91%) Fibre Optics
6 15 (1.51%) Data Centre
6 15 (1.51%) Greenfield Project
6 15 (1.51%) Legacy Systems
7 14 (1.41%) Data Structures
8 13 (1.31%) Product Ownership
9 11 (1.10%) AI Agents
9 11 (1.10%) Distributed Computing
9 11 (1.10%) Self-Motivation
9 11 (1.10%) Video\Live Streaming
10 10 (1.00%) Over-the-Top Content
11 7 (0.70%) Replication
11 7 (0.70%) Social Media
12 6 (0.60%) Anti-Piracy
12 6 (0.60%) Enterprise Cloud
13 5 (0.50%) Algorithms
Operating Systems
1 13 (1.31%) Linux
2 5 (0.50%) Unix
3 1 (0.10%) Red Hat Enterprise Linux
3 1 (0.10%) Windows
Processes & Methodologies
1 404 (40.56%) Data Pipeline
2 389 (39.06%) Data Engineering
3 365 (36.65%) Analytics
4 356 (35.74%) ETL
5 265 (26.61%) Data Modelling
6 212 (21.29%) CI/CD
7 194 (19.48%) Business Intelligence
8 154 (15.46%) Agile
8 154 (15.46%) AI
9 143 (14.36%) Data Science
10 136 (13.65%) Data Governance
11 133 (13.35%) Decision-Making
12 132 (13.25%) DevOps
12 132 (13.25%) Problem-Solving
13 119 (11.95%) Machine Learning
14 101 (10.14%) Mentoring
15 84 (8.43%) Data Architecture
16 78 (7.83%) Data Integration
17 60 (6.02%) Migration
17 60 (6.02%) Visualisation
Programming Languages
1 473 (47.49%) SQL
2 457 (45.88%) Python
3 50 (5.02%) Scala
4 37 (3.71%) Java
5 26 (2.61%) T-SQL
6 22 (2.21%) Bash
7 16 (1.61%) C#
8 13 (1.31%) PowerShell
9 12 (1.20%) Data Analysis Expressions
10 10 (1.00%) C++
10 10 (1.00%) R
10 10 (1.00%) TypeScript
11 8 (0.80%) Go
11 8 (0.80%) JavaScript
12 6 (0.60%) Bicep
13 5 (0.50%) Groovy
13 5 (0.50%) PHP
14 3 (0.30%) Ruby
15 2 (0.20%) Rust
16 1 (0.10%) Korn
Qualifications
1 143 (14.36%) Security Cleared
2 86 (8.63%) SC Cleared
3 51 (5.12%) Degree
4 27 (2.71%) Computer Science Degree
4 27 (2.71%) DV Cleared
5 12 (1.20%) Master's Degree
6 11 (1.10%) Azure Certification
7 9 (0.90%) BPSS Clearance
8 8 (0.80%) Microsoft Certification
9 7 (0.70%) CISSP
9 7 (0.70%) DBS Check
10 6 (0.60%) AWS Certification
10 6 (0.60%) MCSE
10 6 (0.60%) OCP
10 6 (0.60%) Oracle Certification
11 4 (0.40%) AWS Certified Solutions Architect
12 3 (0.30%) SnowPro
13 1 (0.10%) AWS Certified DevOps Engineer
13 1 (0.10%) City & Guilds
13 1 (0.10%) PhD
Quality Assurance & Compliance
1 173 (17.37%) Data Quality
2 40 (4.02%) GDPR
3 15 (1.51%) SLA
4 11 (1.10%) Accessibility
5 6 (0.60%) ISO/IEC 27001
6 5 (0.50%) QA
7 3 (0.30%) HIPAA
8 1 (0.10%) California Consumer Privacy Act
8 1 (0.10%) NIST
8 1 (0.10%) PCI DSS
8 1 (0.10%) Sarbanes-Oxley
8 1 (0.10%) SOC 2
System Software
1 64 (6.43%) Docker
2 4 (0.40%) Active Directory
3 3 (0.30%) HDFS
4 1 (0.10%) Apache ZooKeeper
Systems Management
1 84 (8.43%) Terraform
2 48 (4.82%) Kubernetes
3 5 (0.50%) Ansible
4 3 (0.30%) Argo
4 3 (0.30%) Control-M
4 3 (0.30%) Grafana
5 1 (0.10%) Ambari
5 1 (0.10%) CASB
5 1 (0.10%) Kubeflow
5 1 (0.10%) Prometheus
5 1 (0.10%) Puppet
5 1 (0.10%) ZABBIX
Vendors
1 211 (21.18%) Databricks
2 130 (13.05%) Microsoft
3 32 (3.21%) Oracle
4 22 (2.21%) Google
5 16 (1.61%) Informatica
6 15 (1.51%) Talend
7 13 (1.31%) Palantir
8 9 (0.90%) OpenAI
9 8 (0.80%) Typelevel
10 7 (0.70%) Cloudera
10 7 (0.70%) Foundry
11 6 (0.60%) Dataiku
12 5 (0.50%) BT
12 5 (0.50%) Confluent
12 5 (0.50%) Dell
12 5 (0.50%) Netezza
12 5 (0.50%) SAP
13 4 (0.40%) IBM
14 3 (0.30%) BMC
14 3 (0.30%) Red Hat