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 17 May 2026.

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

6 months to
17 May 2026
Same period 2025 Same period 2024
Rank 98 190 88
Rank change year-on-year +92 -102 +85
Permanent jobs requiring a Data Engineer 153 50 252
As % of all permanent jobs in the North West 1.45% 1.07% 2.66%
As % of the Job Titles category 1.58% 1.21% 2.81%
Number of salaries quoted 125 42 195
10th Percentile £43,050 £42,500 £35,000
25th Percentile £55,000 £50,313 £42,500
Median annual salary (50th Percentile) £70,000 £65,688 £60,000
Median % change year-on-year +6.56% +9.48% +15.38%
75th Percentile £80,000 £79,688 £87,500
90th Percentile £94,000 £87,250 £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 9,676 4,144 8,972
% of permanent jobs with a recognized job title 91.91% 88.70% 94.72%
Number of salaries quoted 6,664 2,156 7,163
10th Percentile £30,000 £30,000 £27,050
25th Percentile £40,000 £39,500 £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 £89,850 £84,250 £80,000
England median annual salary £55,000 £57,500 £53,500
% change year-on-year -4.35% +7.48% -12.01%

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 17 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 17 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 +53 104 £67,500 -10.00% 27
Merseyside -1 21 £75,000 +36.36% 8
Cheshire - 15 £80,000 - 4
Lancashire +29 12 £55,000 -4.35% 8
Data Engineer
England

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

For the 6 months to 17 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 60 (39.22%) SQL
2 48 (31.37%) Python
3 32 (20.92%) Data Engineering
4 31 (20.26%) Analytics
4 31 (20.26%) AWS
5 29 (18.95%) Data Pipeline
6 27 (17.65%) Azure
6 27 (17.65%) ETL
7 24 (15.69%) Agile
8 20 (13.07%) Databricks
9 19 (12.42%) Data Modelling
10 17 (11.11%) GCP
11 16 (10.46%) AI
11 16 (10.46%) Apache Airflow
11 16 (10.46%) Data Science
11 16 (10.46%) SQL Server
11 16 (10.46%) Terraform
12 15 (9.80%) Data Quality
13 14 (9.15%) Data Lake
13 14 (9.15%) Microsoft
14 13 (8.50%) Data Warehouse
14 13 (8.50%) Platform Engineering
15 12 (7.84%) CI/CD
15 12 (7.84%) Security Cleared
16 11 (7.19%) BigQuery
17 10 (6.54%) Decision-Making
17 10 (6.54%) Infrastructure as Code
17 10 (6.54%) Machine Learning
17 10 (6.54%) Mentoring
18 9 (5.88%) Business Strategy

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 16 (10.46%) Apache Airflow
2 2 (1.31%) Apache
3 1 (0.65%) Apache Spark
Business Applications
1 1 (0.65%) NetSuite
1 1 (0.65%) Primavera
Cloud Services
1 31 (20.26%) AWS
2 27 (17.65%) Azure
3 17 (11.11%) GCP
4 9 (5.88%) Power Platform
5 7 (4.58%) dbt
5 7 (4.58%) SaaS
5 7 (4.58%) Snowflake
6 6 (3.92%) Amazon S3
7 5 (3.27%) Azure DevOps
7 5 (3.27%) GitHub
7 5 (3.27%) GitHub Actions
8 4 (2.61%) AWS CloudFormation
8 4 (2.61%) AWS Lambda
8 4 (2.61%) Azure Data Factory
8 4 (2.61%) Serverless
9 3 (1.96%) Amazon Kinesis
9 3 (1.96%) Azure Cosmos DB
10 1 (0.65%) Azure Synapse Analytics
10 1 (0.65%) Dagster
10 1 (0.65%) Pulumi
Communications & Networking
1 2 (1.31%) Structured Cabling
1 2 (1.31%) Wi-Fi
2 1 (0.65%) Broadband
2 1 (0.65%) DSLAM
Database & Business Intelligence
1 16 (10.46%) SQL Server
2 14 (9.15%) Data Lake
3 13 (8.50%) Data Warehouse
4 11 (7.19%) BigQuery
5 9 (5.88%) Power BI
6 7 (4.58%) Amazon Redshift
7 6 (3.92%) MongoDB
8 5 (3.27%) Metadata
8 5 (3.27%) Relational Database
8 5 (3.27%) Semantic Layer
9 4 (2.61%) Delta Lake
9 4 (2.61%) Flink
10 3 (1.96%) Amazon Athena
10 3 (1.96%) NoSQL
10 3 (1.96%) SQL Server Integration Services
11 2 (1.31%) DynamoDB
11 2 (1.31%) PostgreSQL
11 2 (1.31%) SQL Server Reporting Services
12 1 (0.65%) Azure SQL Database
12 1 (0.65%) Tableau
Development Applications
1 5 (3.27%) Git
2 1 (0.65%) SQL Server Management Studio (SSMS)
General
1 13 (8.50%) Social Skills
2 10 (6.54%) Retail
3 9 (5.88%) Health Technology
4 7 (4.58%) Finance
5 6 (3.92%) Public Sector
6 5 (3.27%) Law
7 4 (2.61%) Analytical Skills
8 3 (1.96%) Advertising
8 3 (1.96%) Telecoms
9 2 (1.31%) Inclusion and Diversity
9 2 (1.31%) Manufacturing
10 1 (0.65%) Automotive
10 1 (0.65%) Digital Health
10 1 (0.65%) Documentation Skills
Libraries, Frameworks & Software Standards
1 9 (5.88%) Kafka
2 6 (3.92%) PySpark
3 4 (2.61%) Great Expectations
3 4 (2.61%) Pandas
4 3 (1.96%) JSON
5 1 (0.65%) Apache NiFi
Miscellaneous
1 5 (3.27%) Greenfield Project
1 5 (3.27%) Legacy Applications
1 5 (3.27%) Onboarding
2 3 (1.96%) Cloud Native
2 3 (1.96%) Fibre Optics
3 2 (1.31%) Data Centre
3 2 (1.31%) Product Ownership
4 1 (0.65%) Data Structures
4 1 (0.65%) Distributed Computing
4 1 (0.65%) Distributed Systems
4 1 (0.65%) Driving Licence
4 1 (0.65%) Online Gambling
4 1 (0.65%) Replication
4 1 (0.65%) Sports Betting
Processes & Methodologies
1 32 (20.92%) Data Engineering
2 31 (20.26%) Analytics
3 29 (18.95%) Data Pipeline
4 27 (17.65%) ETL
5 24 (15.69%) Agile
6 19 (12.42%) Data Modelling
7 16 (10.46%) AI
7 16 (10.46%) Data Science
8 13 (8.50%) Platform Engineering
9 12 (7.84%) CI/CD
10 10 (6.54%) Decision-Making
10 10 (6.54%) Infrastructure as Code
10 10 (6.54%) Machine Learning
10 10 (6.54%) Mentoring
11 9 (5.88%) Business Strategy
11 9 (5.88%) Continuous Improvement
11 9 (5.88%) Data Ingestion
12 8 (5.23%) Data Design
12 8 (5.23%) Data Governance
12 8 (5.23%) Observability
Programming Languages
1 60 (39.22%) SQL
2 48 (31.37%) Python
3 5 (3.27%) Bash
3 5 (3.27%) Java
4 1 (0.65%) Data Analysis Expressions
4 1 (0.65%) Go
4 1 (0.65%) Groovy
4 1 (0.65%) Scala
4 1 (0.65%) T-SQL
Qualifications
1 12 (7.84%) Security Cleared
2 8 (5.23%) DV Cleared
3 6 (3.92%) SC Cleared
4 4 (2.61%) BPSS Clearance
5 2 (1.31%) DBS Check
Quality Assurance & Compliance
1 15 (9.80%) Data Quality
2 5 (3.27%) QA
3 1 (0.65%) GDPR
System Software
1 5 (3.27%) Docker
Systems Management
1 16 (10.46%) Terraform
2 2 (1.31%) Grafana
2 2 (1.31%) Prometheus
3 1 (0.65%) Kubernetes
Vendors
1 20 (13.07%) Databricks
2 14 (9.15%) Microsoft
3 7 (4.58%) Google
4 2 (1.31%) Salesforce
4 2 (1.31%) SAP
5 1 (0.65%) Alteryx
5 1 (0.65%) Autodesk
5 1 (0.65%) BT