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 1 March 2026.

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

6 months to
1 Mar 2026
Same period 2025 Same period 2024
Rank 144 178 137
Rank change year-on-year +34 -41 +21
Permanent jobs requiring a Data Engineer 923 714 1,483
As % of all permanent jobs in England 1.49% 1.70% 2.14%
As % of the Job Titles category 1.63% 1.87% 2.27%
Number of salaries quoted 685 569 1,090
10th Percentile £46,000 £47,500 £35,000
25th Percentile £55,000 £55,000 £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 £99,500 £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 56,639 38,272 65,442
% of permanent jobs with a recognized job title 91.53% 91.08% 94.57%
Number of salaries quoted 36,607 21,032 52,042
10th Percentile £29,750 £32,500 £28,801
25th Percentile £38,750 £45,000 £39,500
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -10.57%
75th Percentile £75,000 £80,000 £73,883
90th Percentile £95,000 £100,000 £93,750
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 1 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 1 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 +32 397 £80,000 -11.11% 169
North of England +20 138 £65,000 +4.00% 109
Midlands +44 127 £60,000 +9.09% 77
South East -5 115 £60,000 -14.29% 136
West Midlands +64 105 £60,000 +9.09% 53
North West +32 80 £65,000 +6.12% 62
South West +14 68 £65,000 +23.81% 50
East of England +38 57 £65,000 -1.89% 19
Yorkshire -32 47 £65,000 +4.00% 36
East Midlands -29 22 £65,000 +18.18% 23
North East -6 11 £65,000 +4.00% 12
Data Engineer
UK

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

For the 6 months to 1 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.

1 459 (49.73%) SQL
2 444 (48.10%) Python
3 390 (42.25%) Data Engineering
4 386 (41.82%) Data Pipeline
5 344 (37.27%) ETL
6 341 (36.94%) Analytics
7 331 (35.86%) Azure
8 252 (27.30%) Data Modelling
9 230 (24.92%) AWS
10 199 (21.56%) Databricks
11 195 (21.13%) CI/CD
12 185 (20.04%) Business Intelligence
13 182 (19.72%) Data Warehouse
14 161 (17.44%) Data Quality
15 152 (16.47%) Agile
16 147 (15.93%) Power Platform
17 145 (15.71%) AI
18 144 (15.60%) Data Science
18 144 (15.60%) Power BI
19 142 (15.38%) Security Cleared
20 136 (14.73%) Data Governance
21 134 (14.52%) Problem-Solving
22 132 (14.30%) Azure Data Factory
23 129 (13.98%) DevOps
24 122 (13.22%) Decision-Making
25 121 (13.11%) Microsoft
26 118 (12.78%) Data Lake
27 111 (12.03%) Machine Learning
28 104 (11.27%) Mentoring
29 103 (11.16%) 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 97 (10.51%) Apache Airflow
2 78 (8.45%) Apache Spark
3 61 (6.61%) Apache
4 15 (1.63%) SAS
5 7 (0.76%) Confluence
6 4 (0.43%) Palantir Foundry
7 2 (0.22%) Apache Qpid
7 2 (0.22%) Oracle Application Server
8 1 (0.11%) Apache Solr
8 1 (0.11%) ArcGIS
8 1 (0.11%) GeoServer
8 1 (0.11%) IIS
8 1 (0.11%) Oracle SOA Suite
8 1 (0.11%) SharePoint
Applications
1 9 (0.98%) Microsoft Excel
1 9 (0.98%) Microsoft Office
2 2 (0.22%) Chatbot
2 2 (0.22%) Microsoft PowerPoint
3 1 (0.11%) Notion
3 1 (0.11%) Spreadsheet
Business Applications
1 1 (0.11%) NetSuite
1 1 (0.11%) Oracle BPM
1 1 (0.11%) Primavera
1 1 (0.11%) SAP ERP
1 1 (0.11%) SimCorp Dimension
Cloud Services
1 331 (35.86%) Azure
2 230 (24.92%) AWS
3 147 (15.93%) Power Platform
4 132 (14.30%) Azure Data Factory
5 103 (11.16%) GCP
6 87 (9.43%) Snowflake
7 80 (8.67%) Azure Synapse Analytics
8 78 (8.45%) dbt
9 60 (6.50%) Amazon S3
10 53 (5.74%) Azure DevOps
11 41 (4.44%) Serverless
12 37 (4.01%) AWS Lambda
13 31 (3.36%) SaaS
14 27 (2.93%) GitHub
15 24 (2.60%) Amazon Kinesis
16 19 (2.06%) AWS Step Functions
16 19 (2.06%) Fivetran
17 15 (1.63%) Amazon EMR
18 14 (1.52%) Dagster
18 14 (1.52%) Microsoft Purview
Communications & Networking
1 49 (5.31%) Structured Cabling
2 43 (4.66%) Wi-Fi
3 20 (2.17%) Broadband
4 5 (0.54%) DSLAM
5 4 (0.43%) Kerberos
6 1 (0.11%) 4G
6 1 (0.11%) 5G
6 1 (0.11%) LTE
6 1 (0.11%) Software-Defined Radio
6 1 (0.11%) Wireless
Database & Business Intelligence
1 182 (19.72%) Data Warehouse
2 144 (15.60%) Power BI
3 118 (12.78%) Data Lake
4 83 (8.99%) SQL Server
5 59 (6.39%) Amazon Redshift
6 57 (6.18%) Metadata
7 46 (4.98%) Azure SQL Database
8 45 (4.88%) Big Data
9 39 (4.23%) SQL Server Integration Services
10 38 (4.12%) Delta Lake
11 34 (3.68%) BigQuery
11 34 (3.68%) Relational Database
12 31 (3.36%) NoSQL
12 31 (3.36%) SQL Server Reporting Services
12 31 (3.36%) Tableau
13 29 (3.14%) PostgreSQL
14 27 (2.93%) MySQL
15 25 (2.71%) Apache Iceberg
16 24 (2.60%) Amazon Athena
17 22 (2.38%) Hadoop
Development Applications
1 61 (6.61%) Git
2 9 (0.98%) JIRA
3 8 (0.87%) MLflow
4 7 (0.76%) Jenkins
5 6 (0.65%) GitLab
6 4 (0.43%) LabVIEW
7 2 (0.22%) Deequ
7 2 (0.22%) TeamCity
7 2 (0.22%) Visual Studio
8 1 (0.11%) Bitbucket
8 1 (0.11%) DBeaver
8 1 (0.11%) Oracle APEX
8 1 (0.11%) Robot Framework
8 1 (0.11%) Selenium
8 1 (0.11%) SQL Server Management Studio (SSMS)
General
1 173 (18.74%) Finance
2 136 (14.73%) Social Skills
3 82 (8.88%) Analytical Skills
4 60 (6.50%) Public Sector
5 41 (4.44%) Legal
6 31 (3.36%) Law
7 28 (3.03%) Telecoms
8 27 (2.93%) Manufacturing
9 20 (2.17%) Marketing
10 19 (2.06%) Inclusion and Diversity
11 18 (1.95%) Banking
12 17 (1.84%) Retail
13 11 (1.19%) Automotive
13 11 (1.19%) Documentation Skills
14 8 (0.87%) Aerospace
14 8 (0.87%) Financial Institution
14 8 (0.87%) Influencing Skills
14 8 (0.87%) Organisational Skills
15 7 (0.76%) Military
16 6 (0.65%) Front Office
Libraries, Frameworks & Software Standards
1 89 (9.64%) PySpark
2 63 (6.83%) Kafka
3 17 (1.84%) LangChain
4 15 (1.63%) Pandas
5 13 (1.41%) PyTorch
6 12 (1.30%) TensorFlow
7 8 (0.87%) HTML
7 8 (0.87%) JSON
7 8 (0.87%) REST
7 8 (0.87%) XML
8 7 (0.76%) Apache NiFi
9 6 (0.65%) gRPC
9 6 (0.65%) NumPy
10 5 (0.54%) boto
10 5 (0.54%) pytest
10 5 (0.54%) scikit-learn
10 5 (0.54%) Spark Streaming
10 5 (0.54%) Streamlit
11 4 (0.43%) OAuth
11 4 (0.43%) Snowpark
Miscellaneous
1 40 (4.33%) Driving Licence
2 33 (3.58%) Onboarding
3 29 (3.14%) Cloud Native
4 21 (2.28%) Distributed Systems
5 20 (2.17%) Greenfield Project
6 19 (2.06%) Fibre Optics
7 15 (1.63%) Data Centre
7 15 (1.63%) Data Structures
7 15 (1.63%) Legacy Systems
8 14 (1.52%) Product Ownership
9 11 (1.19%) AI Agents
9 11 (1.19%) Self-Motivation
10 10 (1.08%) Distributed Computing
11 9 (0.98%) Video\Live Streaming
12 8 (0.87%) Over-the-Top Content
13 7 (0.76%) e-Learning
13 7 (0.76%) Social Media
14 6 (0.65%) Anti-Piracy
14 6 (0.65%) Replication
15 5 (0.54%) Algorithms
Operating Systems
1 13 (1.41%) Linux
2 5 (0.54%) Unix
3 1 (0.11%) Red Hat Enterprise Linux
3 1 (0.11%) Windows
Processes & Methodologies
1 390 (42.25%) Data Engineering
2 386 (41.82%) Data Pipeline
3 344 (37.27%) ETL
4 341 (36.94%) Analytics
5 252 (27.30%) Data Modelling
6 195 (21.13%) CI/CD
7 185 (20.04%) Business Intelligence
8 152 (16.47%) Agile
9 145 (15.71%) AI
10 144 (15.60%) Data Science
11 136 (14.73%) Data Governance
12 134 (14.52%) Problem-Solving
13 129 (13.98%) DevOps
14 122 (13.22%) Decision-Making
15 111 (12.03%) Machine Learning
16 104 (11.27%) Mentoring
17 78 (8.45%) Data Integration
18 76 (8.23%) Data Architecture
19 63 (6.83%) Visualisation
20 57 (6.18%) Migration
Programming Languages
1 459 (49.73%) SQL
2 444 (48.10%) Python
3 53 (5.74%) Scala
4 42 (4.55%) Java
5 28 (3.03%) T-SQL
6 22 (2.38%) Bash
7 18 (1.95%) C#
8 13 (1.41%) Data Analysis Expressions
8 13 (1.41%) PowerShell
9 11 (1.19%) R
10 10 (1.08%) C++
11 9 (0.98%) TypeScript
12 8 (0.87%) JavaScript
13 6 (0.65%) Go
14 5 (0.54%) Bicep
14 5 (0.54%) Groovy
14 5 (0.54%) PHP
15 3 (0.33%) Ruby
16 2 (0.22%) PL/SQL
16 2 (0.22%) Rust
Qualifications
1 142 (15.38%) Security Cleared
2 81 (8.78%) SC Cleared
3 53 (5.74%) Degree
4 24 (2.60%) Computer Science Degree
5 21 (2.28%) DV Cleared
6 13 (1.41%) Azure Certification
6 13 (1.41%) Microsoft Certification
7 11 (1.19%) Master's Degree
8 10 (1.08%) CISSP
9 9 (0.98%) MCSE
9 9 (0.98%) OCP
9 9 (0.98%) Oracle Certification
10 7 (0.76%) BPSS Clearance
10 7 (0.76%) DBS Check
11 6 (0.65%) AWS Certification
12 4 (0.43%) SnowPro
13 3 (0.33%) AWS Certified Solutions Architect
14 2 (0.22%) PhD
15 1 (0.11%) HNC
15 1 (0.11%) HND
Quality Assurance & Compliance
1 161 (17.44%) Data Quality
2 45 (4.88%) GDPR
3 12 (1.30%) SLA
4 11 (1.19%) Accessibility
5 7 (0.76%) ISO/IEC 27001
6 3 (0.33%) HIPAA
6 3 (0.33%) QA
7 1 (0.11%) California Consumer Privacy Act
7 1 (0.11%) NIST
7 1 (0.11%) PCI DSS
7 1 (0.11%) Sarbanes-Oxley
7 1 (0.11%) SOC 2
System Software
1 63 (6.83%) Docker
2 6 (0.65%) HDFS
3 4 (0.43%) Active Directory
4 1 (0.11%) Apache ZooKeeper
Systems Management
1 71 (7.69%) Terraform
2 48 (5.20%) Kubernetes
3 5 (0.54%) Ansible
4 3 (0.33%) Argo
4 3 (0.33%) Control-M
4 3 (0.33%) Grafana
5 1 (0.11%) Ambari
5 1 (0.11%) CASB
5 1 (0.11%) Kubeflow
5 1 (0.11%) Prometheus
5 1 (0.11%) Puppet
5 1 (0.11%) ZABBIX
Vendors
1 199 (21.56%) Databricks
2 121 (13.11%) Microsoft
3 37 (4.01%) Oracle
4 20 (2.17%) Google
5 15 (1.63%) Informatica
6 14 (1.52%) Talend
7 11 (1.19%) Palantir
8 9 (0.98%) OpenAI
9 8 (0.87%) Cloudera
9 8 (0.87%) Dataiku
10 6 (0.65%) Foundry
10 6 (0.65%) SAP
10 6 (0.65%) Typelevel
11 5 (0.54%) BT
11 5 (0.54%) Confluent
11 5 (0.54%) Dell
11 5 (0.54%) Netezza
12 4 (0.43%) IBM
13 3 (0.33%) BMC
13 3 (0.33%) Red Hat