Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £68,000 per year, according to job vacancies posted during the 6 months leading to 17 March 2026.

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

6 months to
17 Mar 2026
Same period 2025 Same period 2024
Rank 136 171 138
Rank change year-on-year +35 -33 +24
Permanent jobs requiring a Data Engineer 1,007 707 1,564
As % of all permanent jobs in England 1.52% 1.83% 2.09%
As % of the Job Titles category 1.66% 2.03% 2.22%
Number of salaries quoted 768 571 1,117
10th Percentile £45,915 £47,231 £35,000
25th Percentile £55,000 £56,250 £47,500
Median annual salary (50th Percentile) £68,000 £70,000 £65,000
Median % change year-on-year -2.86% +7.69% -7.87%
75th Percentile £85,000 £97,500 £85,000
90th Percentile £96,625 £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 60,799 34,868 70,502
% of permanent jobs with a recognized job title 91.92% 90.36% 94.43%
Number of salaries quoted 39,652 21,084 55,582
10th Percentile £30,000 £31,500 £28,550
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 17 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 17 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 +25 425 £80,000 -11.11% 150
North of England +8 158 £65,000 +4.00% 73
South East +17 138 £59,000 -15.71% 101
Midlands +40 134 £60,000 +9.09% 49
West Midlands +71 111 £60,000 +9.09% 37
North West +30 89 £65,000 +8.33% 35
South West +8 66 £67,500 +22.73% 46
East of England +31 63 £65,000 -1.89% 14
Yorkshire -33 56 £70,000 +16.67% 28
East Midlands -30 23 £65,000 +23.81% 12
North East -19 13 £65,000 +1.96% 12
Data Engineer
UK

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

For the 6 months to 17 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.

1 480 (47.67%) SQL
2 465 (46.18%) Python
3 409 (40.62%) Data Pipeline
4 394 (39.13%) Data Engineering
5 372 (36.94%) Analytics
6 361 (35.85%) ETL
7 355 (35.25%) Azure
8 271 (26.91%) Data Modelling
9 242 (24.03%) AWS
10 216 (21.45%) Databricks
11 214 (21.25%) CI/CD
12 197 (19.56%) Business Intelligence
13 181 (17.97%) Data Warehouse
14 174 (17.28%) Data Quality
15 155 (15.39%) Agile
15 155 (15.39%) AI
16 146 (14.50%) Power Platform
17 145 (14.40%) Data Science
18 144 (14.30%) Power BI
19 143 (14.20%) Security Cleared
20 142 (14.10%) Azure Data Factory
21 137 (13.60%) Data Governance
22 134 (13.31%) DevOps
23 132 (13.11%) Decision-Making
23 132 (13.11%) Problem-Solving
24 131 (13.01%) Microsoft
25 120 (11.92%) Machine Learning
26 115 (11.42%) Data Lake
27 112 (11.12%) Apache Airflow
28 102 (10.13%) 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 (11.12%) Apache Airflow
2 74 (7.35%) Apache Spark
3 64 (6.36%) Apache
4 15 (1.49%) 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 (0.099%) Apache Solr
8 1 (0.099%) IIS
8 1 (0.099%) Oracle SOA Suite
8 1 (0.099%) SharePoint
Applications
1 9 (0.89%) Microsoft Excel
2 7 (0.70%) Microsoft Office
3 2 (0.20%) Chatbot
3 2 (0.20%) Microsoft PowerPoint
4 1 (0.099%) Notion
Business Applications
1 1 (0.099%) NetSuite
1 1 (0.099%) Oracle BPM
1 1 (0.099%) Primavera
1 1 (0.099%) SimCorp Dimension
Cloud Services
1 355 (35.25%) Azure
2 242 (24.03%) AWS
3 146 (14.50%) Power Platform
4 142 (14.10%) Azure Data Factory
5 102 (10.13%) GCP
6 90 (8.94%) Snowflake
7 85 (8.44%) dbt
8 81 (8.04%) Azure Synapse Analytics
9 66 (6.55%) Amazon S3
10 53 (5.26%) Azure DevOps
11 41 (4.07%) Serverless
12 37 (3.67%) AWS Lambda
13 32 (3.18%) GitHub
13 32 (3.18%) SaaS
14 24 (2.38%) Amazon Kinesis
15 18 (1.79%) Fivetran
16 17 (1.69%) Amazon EMR
16 17 (1.69%) Microsoft Purview
17 16 (1.59%) AWS Step Functions
18 15 (1.49%) Dagster
Communications & Networking
1 37 (3.67%) Structured Cabling
2 32 (3.18%) Wi-Fi
3 22 (2.18%) Broadband
4 5 (0.50%) DSLAM
5 4 (0.40%) Kerberos
6 1 (0.099%) 4G
6 1 (0.099%) 5G
6 1 (0.099%) LTE
6 1 (0.099%) Software-Defined Radio
6 1 (0.099%) Wireless
Database & Business Intelligence
1 181 (17.97%) Data Warehouse
2 144 (14.30%) Power BI
3 115 (11.42%) Data Lake
4 81 (8.04%) SQL Server
5 63 (6.26%) Amazon Redshift
6 58 (5.76%) Metadata
7 45 (4.47%) Azure SQL Database
8 41 (4.07%) Delta Lake
8 41 (4.07%) Relational Database
9 38 (3.77%) Big Data
10 36 (3.57%) BigQuery
10 36 (3.57%) SQL Server Integration Services
11 32 (3.18%) SQL Server Reporting Services
12 31 (3.08%) PostgreSQL
13 30 (2.98%) MySQL
14 28 (2.78%) NoSQL
14 28 (2.78%) Tableau
15 27 (2.68%) Apache Iceberg
16 26 (2.58%) Amazon Athena
17 19 (1.89%) MongoDB
Development Applications
1 68 (6.75%) Git
2 9 (0.89%) JIRA
3 8 (0.79%) Jenkins
3 8 (0.79%) 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 (0.099%) Bitbucket
8 1 (0.099%) DBeaver
8 1 (0.099%) Oracle APEX
8 1 (0.099%) Robot Framework
8 1 (0.099%) Selenium
8 1 (0.099%) SQL Server Management Studio (SSMS)
General
1 174 (17.28%) Finance
2 131 (13.01%) Social Skills
3 84 (8.34%) Analytical Skills
4 71 (7.05%) Public Sector
5 31 (3.08%) Telecoms
6 30 (2.98%) Law
6 30 (2.98%) Manufacturing
7 26 (2.58%) Legal
8 20 (1.99%) Banking
9 19 (1.89%) Marketing
9 19 (1.89%) Retail
10 17 (1.69%) Inclusion and Diversity
11 11 (1.09%) Automotive
11 11 (1.09%) Documentation Skills
12 8 (0.79%) Organisational Skills
13 7 (0.70%) Aerospace
13 7 (0.70%) Military
14 6 (0.60%) Advertising
14 6 (0.60%) Influencing Skills
15 5 (0.50%) Games
Libraries, Frameworks & Software Standards
1 99 (9.83%) PySpark
2 68 (6.75%) Kafka
3 18 (1.79%) Pandas
4 16 (1.59%) LangChain
5 12 (1.19%) PyTorch
6 11 (1.09%) JSON
6 11 (1.09%) TensorFlow
7 10 (0.99%) REST
8 8 (0.79%) Apache NiFi
8 8 (0.79%) gRPC
8 8 (0.79%) HTML
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%) ARM Templates
11 4 (0.40%) Node.js
11 4 (0.40%) OAuth2
11 4 (0.40%) RabbitMQ
Miscellaneous
1 36 (3.57%) Cloud Native
2 29 (2.88%) Driving Licence
3 22 (2.18%) Distributed Systems
3 22 (2.18%) Onboarding
4 19 (1.89%) Fibre Optics
5 15 (1.49%) Data Centre
5 15 (1.49%) Greenfield Project
5 15 (1.49%) Legacy Systems
6 14 (1.39%) Data Structures
6 14 (1.39%) Product Ownership
7 11 (1.09%) AI Agents
7 11 (1.09%) Distributed Computing
7 11 (1.09%) Self-Motivation
7 11 (1.09%) Video\Live Streaming
8 10 (0.99%) Over-the-Top Content
9 7 (0.70%) Replication
9 7 (0.70%) Social Media
10 6 (0.60%) Anti-Piracy
10 6 (0.60%) Enterprise Cloud
11 5 (0.50%) Algorithms
Operating Systems
1 14 (1.39%) Linux
2 5 (0.50%) Unix
3 1 (0.099%) Red Hat Enterprise Linux
3 1 (0.099%) Windows
Processes & Methodologies
1 409 (40.62%) Data Pipeline
2 394 (39.13%) Data Engineering
3 372 (36.94%) Analytics
4 361 (35.85%) ETL
5 271 (26.91%) Data Modelling
6 214 (21.25%) CI/CD
7 197 (19.56%) Business Intelligence
8 155 (15.39%) Agile
8 155 (15.39%) AI
9 145 (14.40%) Data Science
10 137 (13.60%) Data Governance
11 134 (13.31%) DevOps
12 132 (13.11%) Decision-Making
12 132 (13.11%) Problem-Solving
13 120 (11.92%) Machine Learning
14 100 (9.93%) Mentoring
15 86 (8.54%) Data Architecture
16 80 (7.94%) Data Integration
17 61 (6.06%) Infrastructure as Code
18 60 (5.96%) Platform Engineering
Programming Languages
1 480 (47.67%) SQL
2 465 (46.18%) Python
3 50 (4.97%) Scala
4 38 (3.77%) Java
5 25 (2.48%) T-SQL
6 22 (2.18%) Bash
7 16 (1.59%) C#
8 13 (1.29%) PowerShell
9 12 (1.19%) Data Analysis Expressions
10 11 (1.09%) TypeScript
11 10 (0.99%) C++
11 10 (0.99%) R
12 8 (0.79%) Go
12 8 (0.79%) JavaScript
13 6 (0.60%) Bicep
14 5 (0.50%) Groovy
14 5 (0.50%) PHP
15 3 (0.30%) Ruby
16 2 (0.20%) Rust
17 1 (0.099%) Korn
Qualifications
1 143 (14.20%) Security Cleared
2 87 (8.64%) SC Cleared
3 52 (5.16%) Degree
4 28 (2.78%) Computer Science Degree
5 27 (2.68%) DV Cleared
6 12 (1.19%) Master's Degree
7 11 (1.09%) Azure Certification
8 9 (0.89%) BPSS Clearance
9 8 (0.79%) Microsoft Certification
10 7 (0.70%) CISSP
10 7 (0.70%) DBS Check
11 6 (0.60%) AWS Certification
11 6 (0.60%) MCSE
11 6 (0.60%) OCP
11 6 (0.60%) Oracle Certification
12 4 (0.40%) AWS Certified Solutions Architect
13 3 (0.30%) SnowPro
14 1 (0.099%) AWS Certified DevOps Engineer
14 1 (0.099%) City & Guilds
14 1 (0.099%) PhD
Quality Assurance & Compliance
1 174 (17.28%) Data Quality
2 41 (4.07%) GDPR
3 15 (1.49%) SLA
4 11 (1.09%) Accessibility
5 6 (0.60%) ISO/IEC 27001
6 5 (0.50%) QA
7 3 (0.30%) HIPAA
8 1 (0.099%) California Consumer Privacy Act
8 1 (0.099%) NIST
8 1 (0.099%) PCI DSS
8 1 (0.099%) Sarbanes-Oxley
8 1 (0.099%) SOC 2
System Software
1 64 (6.36%) Docker
2 4 (0.40%) Active Directory
3 3 (0.30%) HDFS
4 1 (0.099%) Apache ZooKeeper
Systems Management
1 88 (8.74%) Terraform
2 48 (4.77%) Kubernetes
3 5 (0.50%) Ansible
4 3 (0.30%) Argo
4 3 (0.30%) Control-M
4 3 (0.30%) Grafana
5 1 (0.099%) Ambari
5 1 (0.099%) CASB
5 1 (0.099%) Kubeflow
5 1 (0.099%) Prometheus
5 1 (0.099%) Puppet
5 1 (0.099%) ZABBIX
Vendors
1 216 (21.45%) Databricks
2 131 (13.01%) Microsoft
3 32 (3.18%) Oracle
4 22 (2.18%) Google
5 16 (1.59%) Informatica
6 15 (1.49%) Talend
7 13 (1.29%) Palantir
8 9 (0.89%) OpenAI
9 8 (0.79%) 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