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 14 March 2026.

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

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 138 172 142
Rank change year-on-year +34 -30 +19
Permanent jobs requiring a Data Engineer 995 713 1,560
As % of all permanent jobs in England 1.52% 1.82% 2.10%
As % of the Job Titles category 1.65% 2.01% 2.23%
Number of salaries quoted 757 574 1,117
10th Percentile £45,600 £47,500 £35,000
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -7.14%
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 60,210 35,426 70,043
% of permanent jobs with a recognized job title 91.83% 90.52% 94.44%
Number of salaries quoted 39,335 20,938 55,249
10th Percentile £30,000 £32,000 £28,500
25th Percentile £40,000 £45,000 £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 14 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 14 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 +35 417 £82,500 -8.33% 149
North of England -1 153 £65,000 +4.00% 71
South East +15 136 £59,000 -15.71% 100
Midlands +37 135 £60,000 +9.09% 49
West Midlands +65 111 £60,000 +9.09% 37
North West +28 87 £65,000 +8.33% 37
South West +4 68 £67,500 +22.73% 46
East of England +48 63 £65,000 -1.89% 15
Yorkshire -37 53 £66,250 +10.42% 24
East Midlands -30 24 £65,000 +20.93% 12
North East -16 13 £65,000 +1.96% 11
Data Engineer
UK

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

For the 6 months to 14 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.

1 474 (47.64%) SQL
2 460 (46.23%) Python
3 406 (40.80%) Data Pipeline
4 392 (39.40%) Data Engineering
5 364 (36.58%) Analytics
6 355 (35.68%) ETL
7 351 (35.28%) Azure
8 266 (26.73%) Data Modelling
9 241 (24.22%) AWS
10 212 (21.31%) CI/CD
11 211 (21.21%) Databricks
12 195 (19.60%) Business Intelligence
13 179 (17.99%) Data Warehouse
14 174 (17.49%) Data Quality
15 154 (15.48%) Agile
16 151 (15.18%) AI
17 147 (14.77%) Power Platform
18 145 (14.57%) Power BI
19 144 (14.47%) Data Science
19 144 (14.47%) Security Cleared
20 141 (14.17%) Azure Data Factory
21 137 (13.77%) Data Governance
22 134 (13.47%) Problem-Solving
23 132 (13.27%) DevOps
24 131 (13.17%) Decision-Making
24 131 (13.17%) Microsoft
25 119 (11.96%) Machine Learning
26 115 (11.56%) Data Lake
27 111 (11.16%) Apache Airflow
28 102 (10.25%) 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 (11.16%) Apache Airflow
2 74 (7.44%) 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%) ArcGIS
8 1 (0.10%) GeoServer
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 8 (0.80%) 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 (35.28%) Azure
2 241 (24.22%) AWS
3 147 (14.77%) Power Platform
4 141 (14.17%) Azure Data Factory
5 102 (10.25%) GCP
6 90 (9.05%) Snowflake
7 85 (8.54%) dbt
8 82 (8.24%) Azure Synapse Analytics
9 66 (6.63%) Amazon S3
10 53 (5.33%) Azure DevOps
11 40 (4.02%) Serverless
12 37 (3.72%) AWS Lambda
13 32 (3.22%) SaaS
14 31 (3.12%) GitHub
15 24 (2.41%) Amazon Kinesis
16 19 (1.91%) Fivetran
17 17 (1.71%) Amazon EMR
18 16 (1.61%) AWS Step Functions
18 16 (1.61%) Microsoft Purview
19 15 (1.51%) Dagster
Communications & Networking
1 41 (4.12%) Structured Cabling
2 36 (3.62%) 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
1 179 (17.99%) Data Warehouse
2 145 (14.57%) Power BI
3 115 (11.56%) Data Lake
4 82 (8.24%) SQL Server
5 63 (6.33%) Amazon Redshift
6 58 (5.83%) 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
10 38 (3.82%) SQL Server Integration Services
11 36 (3.62%) BigQuery
12 33 (3.32%) SQL Server Reporting Services
13 31 (3.12%) PostgreSQL
14 30 (3.02%) MySQL
15 28 (2.81%) Apache Iceberg
15 28 (2.81%) NoSQL
15 28 (2.81%) Tableau
16 27 (2.71%) Amazon Athena
17 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
1 171 (17.19%) Finance
2 132 (13.27%) Social Skills
3 85 (8.54%) Analytical Skills
4 69 (6.93%) Public Sector
5 31 (3.12%) Telecoms
6 30 (3.02%) Legal
7 29 (2.91%) Law
7 29 (2.91%) Manufacturing
8 19 (1.91%) Retail
9 18 (1.81%) Banking
9 18 (1.81%) Marketing
10 16 (1.61%) Inclusion and Diversity
11 11 (1.11%) Automotive
11 11 (1.11%) 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
14 6 (0.60%) Financial Institution
Libraries, Frameworks & Software Standards
1 98 (9.85%) PySpark
2 67 (6.73%) Kafka
3 17 (1.71%) Pandas
4 16 (1.61%) LangChain
5 12 (1.21%) PyTorch
6 11 (1.11%) JSON
6 11 (1.11%) 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%) CSS
11 4 (0.40%) Node.js
11 4 (0.40%) OAuth
11 4 (0.40%) OAuth2
Miscellaneous
1 36 (3.62%) Cloud Native
2 33 (3.32%) Driving Licence
3 26 (2.61%) Onboarding
4 22 (2.21%) Distributed Systems
5 19 (1.91%) Fibre Optics
6 16 (1.61%) Greenfield Project
7 15 (1.51%) Data Centre
7 15 (1.51%) Legacy Systems
8 14 (1.41%) Data Structures
9 13 (1.31%) Product Ownership
10 11 (1.11%) Distributed Computing
10 11 (1.11%) Self-Motivation
10 11 (1.11%) Video\Live Streaming
11 10 (1.01%) AI Agents
11 10 (1.01%) Over-the-Top Content
12 7 (0.70%) Replication
12 7 (0.70%) Social Media
13 6 (0.60%) Anti-Piracy
13 6 (0.60%) Enterprise Cloud
14 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
1 406 (40.80%) Data Pipeline
2 392 (39.40%) Data Engineering
3 364 (36.58%) Analytics
4 355 (35.68%) ETL
5 266 (26.73%) Data Modelling
6 212 (21.31%) CI/CD
7 195 (19.60%) Business Intelligence
8 154 (15.48%) Agile
9 151 (15.18%) AI
10 144 (14.47%) Data Science
11 137 (13.77%) Data Governance
12 134 (13.47%) Problem-Solving
13 132 (13.27%) DevOps
14 131 (13.17%) Decision-Making
15 119 (11.96%) Machine Learning
16 102 (10.25%) Mentoring
17 83 (8.34%) Data Architecture
18 78 (7.84%) Data Integration
19 60 (6.03%) Visualisation
20 59 (5.93%) Migration
Programming Languages
1 474 (47.64%) SQL
2 460 (46.23%) Python
3 50 (5.03%) Scala
4 37 (3.72%) Java
5 27 (2.71%) T-SQL
6 22 (2.21%) Bash
7 17 (1.71%) C#
8 13 (1.31%) PowerShell
9 12 (1.21%) Data Analysis Expressions
10 10 (1.01%) C++
10 10 (1.01%) R
10 10 (1.01%) 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
1 144 (14.47%) Security Cleared
2 86 (8.64%) SC Cleared
3 51 (5.13%) Degree
4 26 (2.61%) Computer Science Degree
4 26 (2.61%) DV Cleared
5 12 (1.21%) Master's Degree
6 11 (1.11%) 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
1 174 (17.49%) Data Quality
2 41 (4.12%) GDPR
3 15 (1.51%) SLA
4 11 (1.11%) 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 (8.44%) 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 (21.21%) Databricks
2 131 (13.17%) Microsoft
3 32 (3.22%) 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%) Dataiku
10 7 (0.70%) Foundry
11 5 (0.50%) BT
11 5 (0.50%) Confluent
11 5 (0.50%) Dell
11 5 (0.50%) Netezza
11 5 (0.50%) SAP
12 4 (0.40%) IBM
13 3 (0.30%) BMC
13 3 (0.30%) Red Hat