Data Engineer Job Trends in the North West

Data Engineer
England > North West

The median Data Engineer salary in the North West is £70,000 per year, according to job vacancies posted during the 6 months leading to 30 May 2026.

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

6 months to
30 May 2026
Same period 2025 Same period 2024
Rank 92 183 85
Rank change year-on-year +91 -98 +86
Permanent jobs requiring a Data Engineer 175 54 253
As % of all permanent jobs in the North West 1.58% 1.18% 2.56%
As % of the Job Titles category 1.71% 1.33% 2.70%
Number of salaries quoted 146 46 197
10th Percentile £41,750 £42,500 £35,000
25th Percentile £54,063 £50,000 £42,500
Median annual salary (50th Percentile) £70,000 £63,876 £60,000
Median % change year-on-year +9.59% +6.46% +9.09%
75th Percentile £80,000 £80,000 £87,500
90th Percentile £93,750 £90,000 £90,000
England median annual salary £70,000 £72,500 £65,000
% change year-on-year -3.45% +11.54% -10.34%

All Permanent IT Job Roles
North West

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in the North West. 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 the North West with a recognized job title 10,251 4,073 9,382
% of permanent jobs with a recognized job title 92.32% 88.93% 94.85%
Number of salaries quoted 7,175 2,001 7,449
10th Percentile £30,000 £30,000 £27,250
25th Percentile £40,000 £38,500 £36,250
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% -9.09%
75th Percentile £70,000 £70,000 £65,000
90th Percentile £90,000 £85,000 £78,750
England median annual salary £55,500 £57,500 £52,500
% change year-on-year -3.48% +9.52% -13.65%

Data Engineer
Job Vacancy Trend in the North West

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 the North West.

Data Engineer job vacancy trend in the North West

Data Engineer
Salary Trend in the North West

Salary distribution trend for Data Engineer job vacancies in the North West.

Salary distribution trend for Data Engineer job vacancies in the North West

Data Engineer
Salary Histogram in the North West

Salary distribution for jobs citing Data Engineer in the North West over the 6 months to 30 May 2026.

Salary histogram for Data Engineer in the North West

Data Engineer
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineer within the North West region over the 6 months to 30 May 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
Manchester +52 118 £68,750 -1.79% 17
Merseyside 0 25 £75,000 +36.36% 6
Cheshire - 19 £77,500 - 1
Lancashire +26 12 £55,000 -4.35% 7
Data Engineer
England

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities in the North West

For the 6 months to 30 May 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 North West region featuring Data Engineer in the job title.

1 73 (41.71%) SQL
2 61 (34.86%) Python
3 43 (24.57%) Analytics
4 40 (22.86%) AWS
5 39 (22.29%) Data Engineering
6 37 (21.14%) Data Pipeline
7 36 (20.57%) Azure
8 32 (18.29%) ETL
9 27 (15.43%) Data Modelling
10 26 (14.86%) Agile
11 24 (13.71%) AI
12 23 (13.14%) Data Quality
12 23 (13.14%) Databricks
13 22 (12.57%) GCP
14 20 (11.43%) SQL Server
15 19 (10.86%) Apache Airflow
15 19 (10.86%) Data Warehouse
16 18 (10.29%) Data Science
16 18 (10.29%) Machine Learning
16 18 (10.29%) Terraform
17 15 (8.57%) Platform Engineering
17 15 (8.57%) Security Cleared
18 14 (8.00%) BigQuery
18 14 (8.00%) Data Lake
18 14 (8.00%) Decision-Making
18 14 (8.00%) Mentoring
18 14 (8.00%) Microsoft
19 13 (7.43%) CI/CD
20 12 (6.86%) Business Strategy
21 11 (6.29%) Data Governance

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in the North West 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 19 (10.86%) Apache Airflow
2 4 (2.29%) Apache
3 3 (1.71%) Apache Spark
Business Applications
1 1 (0.57%) NetSuite
1 1 (0.57%) Primavera
Cloud Services
1 40 (22.86%) AWS
2 36 (20.57%) Azure
3 22 (12.57%) GCP
4 10 (5.71%) Power Platform
5 9 (5.14%) dbt
6 8 (4.57%) Amazon S3
6 8 (4.57%) SaaS
6 8 (4.57%) Snowflake
7 6 (3.43%) AWS Lambda
7 6 (3.43%) Serverless
8 5 (2.86%) Azure DevOps
8 5 (2.86%) GitHub
8 5 (2.86%) GitHub Actions
9 4 (2.29%) Amazon Kinesis
9 4 (2.29%) AWS CloudFormation
9 4 (2.29%) Azure Data Factory
10 3 (1.71%) Azure Cosmos DB
11 2 (1.14%) Dagster
12 1 (0.57%) Google Tag Manager
12 1 (0.57%) Prefect
Communications & Networking
1 2 (1.14%) Structured Cabling
1 2 (1.14%) Wi-Fi
2 1 (0.57%) Broadband
2 1 (0.57%) DSLAM
Database & Business Intelligence
1 20 (11.43%) SQL Server
2 19 (10.86%) Data Warehouse
3 14 (8.00%) BigQuery
3 14 (8.00%) Data Lake
4 10 (5.71%) Amazon Redshift
4 10 (5.71%) Power BI
5 6 (3.43%) Metadata
5 6 (3.43%) MongoDB
6 5 (2.86%) Relational Database
6 5 (2.86%) Semantic Layer
7 4 (2.29%) Amazon Athena
7 4 (2.29%) Big Data
7 4 (2.29%) Delta Lake
7 4 (2.29%) Flink
8 3 (1.71%) NoSQL
8 3 (1.71%) SQL Server Integration Services
9 2 (1.14%) DynamoDB
9 2 (1.14%) PostgreSQL
9 2 (1.14%) SQL Server Reporting Services
10 1 (0.57%) Data Vault
Development Applications
1 6 (3.43%) Git
2 1 (0.57%) SQL Server Management Studio (SSMS)
General
1 16 (9.14%) Social Skills
2 11 (6.29%) Retail
3 10 (5.71%) Health Technology
4 9 (5.14%) Law
5 7 (4.00%) Analytical Skills
5 7 (4.00%) Finance
5 7 (4.00%) Public Sector
6 3 (1.71%) Advertising
6 3 (1.71%) Inclusion and Diversity
6 3 (1.71%) Telecoms
7 2 (1.14%) Manufacturing
8 1 (0.57%) Automotive
8 1 (0.57%) Digital Health
8 1 (0.57%) Documentation Skills
8 1 (0.57%) Games
Libraries, Frameworks & Software Standards
1 11 (6.29%) Kafka
2 6 (3.43%) PySpark
3 4 (2.29%) Great Expectations
3 4 (2.29%) Pandas
4 3 (1.71%) JSON
5 1 (0.57%) Apache NiFi
Miscellaneous
1 9 (5.14%) Greenfield Project
2 5 (2.86%) Legacy Applications
2 5 (2.86%) Onboarding
3 3 (1.71%) Cloud Native
3 3 (1.71%) Data Structures
3 3 (1.71%) Fibre Optics
3 3 (1.71%) Sports Betting
4 2 (1.14%) Data Centre
4 2 (1.14%) Online Gambling
4 2 (1.14%) Product Ownership
5 1 (0.57%) Distributed Computing
5 1 (0.57%) Distributed Systems
5 1 (0.57%) Driving Licence
5 1 (0.57%) Freedom of Information
5 1 (0.57%) Mobile App
5 1 (0.57%) Replication
Processes & Methodologies
1 43 (24.57%) Analytics
2 39 (22.29%) Data Engineering
3 37 (21.14%) Data Pipeline
4 32 (18.29%) ETL
5 27 (15.43%) Data Modelling
6 26 (14.86%) Agile
7 24 (13.71%) AI
8 18 (10.29%) Data Science
8 18 (10.29%) Machine Learning
9 15 (8.57%) Platform Engineering
10 14 (8.00%) Decision-Making
10 14 (8.00%) Mentoring
11 13 (7.43%) CI/CD
12 12 (6.86%) Business Strategy
13 11 (6.29%) Data Governance
13 11 (6.29%) Data Ingestion
14 10 (5.71%) Continuous Improvement
14 10 (5.71%) Data Architecture
14 10 (5.71%) Infrastructure as Code
15 9 (5.14%) Data Transformation
Programming Languages
1 73 (41.71%) SQL
2 61 (34.86%) Python
3 5 (2.86%) Bash
3 5 (2.86%) Java
4 3 (1.71%) Scala
5 1 (0.57%) Data Analysis Expressions
5 1 (0.57%) Go
5 1 (0.57%) Groovy
5 1 (0.57%) T-SQL
Qualifications
1 15 (8.57%) Security Cleared
2 10 (5.71%) DV Cleared
3 8 (4.57%) SC Cleared
4 5 (2.86%) BPSS Clearance
5 2 (1.14%) DBS Check
Quality Assurance & Compliance
1 23 (13.14%) Data Quality
2 6 (3.43%) QA
3 2 (1.14%) GDPR
System Software
1 6 (3.43%) Docker
Systems Management
1 18 (10.29%) Terraform
2 2 (1.14%) Grafana
2 2 (1.14%) Prometheus
3 1 (0.57%) Kubernetes
Vendors
1 23 (13.14%) Databricks
2 14 (8.00%) Microsoft
3 8 (4.57%) Google
4 3 (1.71%) Salesforce
4 3 (1.71%) SAP
5 1 (0.57%) Alteryx
5 1 (0.57%) Autodesk
5 1 (0.57%) BT