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 December 2025.

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

6 months to
1 Dec 2025
Same period 2024 Same period 2023
Rank 184 186 135
Rank change year-on-year +2 -51 +39
Permanent jobs requiring a Data Engineer 690 879 1,124
As % of all permanent jobs in England 1.47% 1.51% 2.48%
As % of the Job Titles category 1.62% 1.61% 2.61%
Number of salaries quoted 511 703 878
10th Percentile £46,672 £41,250 £45,000
25th Percentile £57,500 £52,500 £52,500
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
75th Percentile £85,000 £92,500 £88,750
90th Percentile £97,500 £110,000 £100,375
UK median annual salary £70,000 £70,000 £70,000

All Permanent IT Job Vacancies
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 42,665 54,684 43,142
% of permanent jobs with a recognized job title 90.68% 94.11% 95.19%
Number of salaries quoted 27,522 30,487 33,687
10th Percentile £28,250 £32,500 £32,000
25th Percentile £36,250 £42,500 £43,750
Median annual salary (50th Percentile) £55,000 £58,000 £60,000
Median % change year-on-year -5.17% -3.33% -
75th Percentile £75,000 £77,500 £80,000
90th Percentile £94,913 £95,000 £100,000
UK median annual salary £54,656 £57,500 £60,000
% change year-on-year -4.95% -4.17% -

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 December 2025.

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 December 2025. 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 +31 330 £80,000 -5.88% 144
North of England -20 125 £65,000 +1.96% 68
Midlands +78 114 £65,000 +18.18% 39
West Midlands +71 86 £61,250 +11.36% 35
North West +5 62 £60,000 - 41
South East -4 55 £61,250 +2.51% 98
Yorkshire -1 52 £67,500 +8.00% 19
South West +1 39 £72,500 +31.82% 12
East Midlands +37 28 £67,500 +18.42% 4
East of England +11 14 £52,500 +10.53% 12
North East -6 11 £58,199 -22.40% 8
Data Engineer
UK

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

For the 6 months to 1 December 2025, 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.

1 454 (65.80%) SQL
2 433 (62.75%) Python
3 344 (49.86%) Data Engineering
4 339 (49.13%) Azure
5 303 (43.91%) Data Pipeline
6 296 (42.90%) ETL
7 248 (35.94%) Analytics
8 226 (32.75%) Data Modelling
9 223 (32.32%) Data Warehouse
10 200 (28.99%) AWS
11 182 (26.38%) Databricks
12 181 (26.23%) CI/CD
13 175 (25.36%) Business Intelligence
14 159 (23.04%) Power Platform
15 156 (22.61%) Power BI
16 144 (20.87%) Agile
17 136 (19.71%) Problem-Solving
18 131 (18.99%) DevOps
19 129 (18.70%) Microsoft
20 122 (17.68%) AI
21 120 (17.39%) Mentoring
22 115 (16.67%) Azure Data Factory
23 112 (16.23%) Decision-Making
24 111 (16.09%) Data Science
25 105 (15.22%) Data Lake
25 105 (15.22%) Data Quality
26 102 (14.78%) Data Governance
27 101 (14.64%) SQL Server
28 97 (14.06%) Machine Learning
29 85 (12.32%) 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 78 (11.30%) Apache Spark
2 55 (7.97%) Apache Airflow
3 42 (6.09%) Apache
4 13 (1.88%) SAS
5 3 (0.43%) Luigi
6 2 (0.29%) Apache Pulsar
6 2 (0.29%) Confluence
6 2 (0.29%) GeoServer
7 1 (0.14%) Apache Solr
7 1 (0.14%) Apache Superset
7 1 (0.14%) Appian
7 1 (0.14%) ArcGIS
7 1 (0.14%) IIS
7 1 (0.14%) Oracle SOA Suite
7 1 (0.14%) Oracle Workflow
Applications
1 8 (1.16%) Microsoft Excel
2 5 (0.72%) Microsoft Office
3 2 (0.29%) Microsoft PowerPoint
4 1 (0.14%) Notion
4 1 (0.14%) Spreadsheet
Business Applications
1 2 (0.29%) Aladdin
2 1 (0.14%) Loan IQ
2 1 (0.14%) Oracle BPM
2 1 (0.14%) SAP ERP
2 1 (0.14%) SimCorp Dimension
Cloud Services
1 339 (49.13%) Azure
2 200 (28.99%) AWS
3 159 (23.04%) Power Platform
4 115 (16.67%) Azure Data Factory
5 85 (12.32%) GCP
6 77 (11.16%) Snowflake
7 75 (10.87%) Azure Synapse Analytics
8 53 (7.68%) Serverless
9 52 (7.54%) Azure DevOps
10 50 (7.25%) dbt
11 48 (6.96%) Amazon S3
12 43 (6.23%) AWS Lambda
13 36 (5.22%) SaaS
14 23 (3.33%) AWS Step Functions
15 22 (3.19%) GitHub
16 18 (2.61%) Microsoft Purview
17 16 (2.32%) Fivetran
18 14 (2.03%) Amazon EC2
18 14 (2.03%) Amazon Kinesis
18 14 (2.03%) Matillion
Communications & Networking
1 33 (4.78%) Structured Cabling
2 30 (4.35%) Wi-Fi
3 3 (0.43%) Kerberos
4 2 (0.29%) PuTTY
5 1 (0.14%) DAB
Database & Business Intelligence
1 223 (32.32%) Data Warehouse
2 156 (22.61%) Power BI
3 105 (15.22%) Data Lake
4 101 (14.64%) SQL Server
5 52 (7.54%) Amazon Redshift
6 48 (6.96%) Big Data
7 44 (6.38%) Metadata
8 38 (5.51%) SQL Server Integration Services
9 37 (5.36%) Hadoop
10 35 (5.07%) Azure SQL Database
11 34 (4.93%) NoSQL
12 33 (4.78%) Delta Lake
13 32 (4.64%) SQL Server Reporting Services
14 28 (4.06%) PostgreSQL
15 27 (3.91%) MySQL
16 26 (3.77%) Relational Database
17 25 (3.62%) Tableau
18 22 (3.19%) SQL Server Analysis Services
19 21 (3.04%) Amazon RDS
20 20 (2.90%) Amazon Athena
Development Applications
1 38 (5.51%) Git
2 12 (1.74%) JIRA
3 10 (1.45%) Jenkins
4 4 (0.58%) GitLab
5 3 (0.43%) MLflow
6 2 (0.29%) CircleCI
6 2 (0.29%) LabVIEW
6 2 (0.29%) Selenium
6 2 (0.29%) Spinnaker
6 2 (0.29%) Terragrunt
7 1 (0.14%) Bitbucket
7 1 (0.14%) Deequ
General
1 160 (23.19%) Finance
2 144 (20.87%) Social Skills
3 81 (11.74%) Analytical Skills
4 47 (6.81%) Retail
5 46 (6.67%) Legal
6 40 (5.80%) Law
7 35 (5.07%) Marketing
8 27 (3.91%) Inclusion and Diversity
8 27 (3.91%) Public Sector
9 17 (2.46%) Manufacturing
10 14 (2.03%) Banking
11 12 (1.74%) Influencing Skills
12 11 (1.59%) Financial Institution
13 9 (1.30%) Tech for Good
14 7 (1.01%) Front Office
14 7 (1.01%) Games
15 6 (0.87%) Aerospace
15 6 (0.87%) Automotive
16 4 (0.58%) Investment Banking
16 4 (0.58%) Wearables
Libraries, Frameworks & Software Standards
1 76 (11.01%) PySpark
2 50 (7.25%) Kafka
3 13 (1.88%) XML
4 12 (1.74%) JSON
4 12 (1.74%) Pandas
5 10 (1.45%) PyTorch
5 10 (1.45%) REST
5 10 (1.45%) Spark Streaming
5 10 (1.45%) TensorFlow
6 9 (1.30%) LangChain
7 8 (1.16%) .NET
7 8 (1.16%) boto
7 8 (1.16%) HTML
7 8 (1.16%) React
8 6 (0.87%) scikit-learn
9 5 (0.72%) Apache NiFi
9 5 (0.72%) AWS CDK
9 5 (0.72%) Django
9 5 (0.72%) RabbitMQ
9 5 (0.72%) Snowpark
Miscellaneous
1 31 (4.49%) Driving Licence
1 31 (4.49%) Onboarding
2 26 (3.77%) Greenfield Project
3 25 (3.62%) Cloud Native
3 25 (3.62%) Distributed Systems
4 21 (3.04%) Data Structures
5 17 (2.46%) Legacy Systems
6 12 (1.74%) e-Learning
7 8 (1.16%) Algorithms
8 7 (1.01%) Distributed Computing
9 6 (0.87%) Product Ownership
10 5 (0.72%) Low-Code
10 5 (0.72%) Reference Data
11 4 (0.58%) Analytical Mindset
11 4 (0.58%) Equities
11 4 (0.58%) Hedge funds
11 4 (0.58%) Hybrid Cloud
11 4 (0.58%) IoT
11 4 (0.58%) Management Information System
11 4 (0.58%) Virtual Team
Operating Systems
1 8 (1.16%) Unix
2 4 (0.58%) Linux
3 1 (0.14%) Red Hat Enterprise Linux
3 1 (0.14%) Windows
Processes & Methodologies
1 344 (49.86%) Data Engineering
2 303 (43.91%) Data Pipeline
3 296 (42.90%) ETL
4 248 (35.94%) Analytics
5 226 (32.75%) Data Modelling
6 181 (26.23%) CI/CD
7 175 (25.36%) Business Intelligence
8 144 (20.87%) Agile
9 136 (19.71%) Problem-Solving
10 131 (18.99%) DevOps
11 122 (17.68%) AI
12 120 (17.39%) Mentoring
13 112 (16.23%) Decision-Making
14 111 (16.09%) Data Science
15 102 (14.78%) Data Governance
16 97 (14.06%) Machine Learning
17 69 (10.00%) Data Architecture
18 61 (8.84%) Data Integration
18 61 (8.84%) Migration
19 54 (7.83%) Visualisation
Programming Languages
1 454 (65.80%) SQL
2 433 (62.75%) Python
3 53 (7.68%) Java
4 51 (7.39%) Scala
5 43 (6.23%) T-SQL
6 22 (3.19%) C#
7 20 (2.90%) Data Analysis Expressions
8 15 (2.17%) R
9 12 (1.74%) Bash
10 11 (1.59%) PowerShell
11 10 (1.45%) TypeScript
12 7 (1.01%) JavaScript
12 7 (1.01%) PL/SQL
13 5 (0.72%) Bicep
13 5 (0.72%) C++
13 5 (0.72%) PHP
14 3 (0.43%) Fortran
14 3 (0.43%) Ruby
15 2 (0.29%) PROC SQL
15 2 (0.29%) Shell Script
Qualifications
1 68 (9.86%) Security Cleared
2 47 (6.81%) Degree
3 26 (3.77%) SC Cleared
4 18 (2.61%) Microsoft Certification
5 16 (2.32%) Computer Science Degree
6 13 (1.88%) AWS Certification
7 12 (1.74%) CISSP
7 12 (1.74%) MCSE
7 12 (1.74%) OCP
7 12 (1.74%) Oracle Certification
8 11 (1.59%) Azure Certification
8 11 (1.59%) DV Cleared
8 11 (1.59%) SnowPro
9 7 (1.01%) Master's Degree
10 4 (0.58%) BPSS Clearance
10 4 (0.58%) ISTQB
11 1 (0.14%) HNC
11 1 (0.14%) HND
11 1 (0.14%) PhD
11 1 (0.14%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 105 (15.22%) Data Quality
2 44 (6.38%) GDPR
3 9 (1.30%) QA
4 8 (1.16%) Accessibility
5 6 (0.87%) ISO/IEC 27001
6 4 (0.58%) SLA
7 2 (0.29%) HIPAA
7 2 (0.29%) NIST
8 1 (0.14%) California Consumer Privacy Act
8 1 (0.14%) GAAP
8 1 (0.14%) GRC
8 1 (0.14%) IFRS
8 1 (0.14%) IFRS 17
8 1 (0.14%) Solvency II
System Software
1 52 (7.54%) Docker
2 11 (1.59%) HDFS
3 3 (0.43%) Active Directory
4 2 (0.29%) Apache Flume
5 1 (0.14%) Apache ZooKeeper
Systems Management
1 45 (6.52%) Terraform
2 42 (6.09%) Kubernetes
3 8 (1.16%) Ansible
4 4 (0.58%) Grafana
5 3 (0.43%) Argo
5 3 (0.43%) Kibana
5 3 (0.43%) Puppet
6 2 (0.29%) logstash
6 2 (0.29%) Oozie
6 2 (0.29%) Progress Chef
6 2 (0.29%) Prometheus
7 1 (0.14%) Ambari
7 1 (0.14%) ZABBIX
Vendors
1 182 (26.38%) Databricks
2 129 (18.70%) Microsoft
3 43 (6.23%) Oracle
4 15 (2.17%) Informatica
5 11 (1.59%) Google
5 11 (1.59%) Palantir
5 11 (1.59%) Talend
6 9 (1.30%) Cloudera
7 8 (1.16%) Dataiku
7 8 (1.16%) SAP
8 6 (0.87%) Foundry
9 4 (0.58%) Dell
9 4 (0.58%) OpenAI
10 3 (0.43%) Alteryx
10 3 (0.43%) IBM
10 3 (0.43%) Red Hat
10 3 (0.43%) Splunk
11 2 (0.29%) Bloomberg
11 2 (0.29%) MicroStrategy
11 2 (0.29%) Netezza