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 31 July 2026.

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

6 months to
31 Jul 2026
Same period 2025 Same period 2024
Rank 66 190 86
Rank change year-on-year +124 -104 +70
Permanent jobs requiring a Data Engineer 232 54 211
As % of all permanent jobs in the North West 2.00% 1.05% 2.40%
As % of the Job Titles category 2.10% 1.16% 2.51%
Number of salaries quoted 182 49 163
10th Percentile £41,750 £42,350 £40,000
25th Percentile £50,000 £51,250 £48,375
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +18.18%
75th Percentile £80,000 £72,500 £85,000
90th Percentile £90,000 £88,000 £92,500
England median annual salary £70,000 £70,000 £70,000
% change year-on-year - - -3.45%

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 11,045 4,652 8,409
% of permanent jobs with a recognized job title 95.24% 90.30% 95.47%
Number of salaries quoted 8,281 2,433 6,060
10th Percentile £30,000 £27,500 £29,000
25th Percentile £40,000 £35,000 £39,390
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - -9.09%
75th Percentile £74,750 £67,500 £65,000
90th Percentile £90,000 £80,250 £80,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - -8.33%

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 31 July 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 31 July 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 +67 151 £66,750 -2.91% 23
Merseyside +8 32 £75,000 +11.11% 11
Cheshire +38 30 £80,000 +88.24% 3
Lancashire +25 18 £70,903 +21.20% 8
Data Engineer
England

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

For the 6 months to 31 July 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 91 (39.22%) SQL
2 84 (36.21%) Python
3 65 (28.02%) Data Engineering
4 64 (27.59%) Analytics
5 58 (25.00%) AWS
6 57 (24.57%) Azure
7 56 (24.14%) Data Pipeline
8 42 (18.10%) Data Quality
9 40 (17.24%) ETL
10 36 (15.52%) AI
10 36 (15.52%) Data Modelling
10 36 (15.52%) GCP
11 35 (15.09%) Agile
12 33 (14.22%) Data Warehouse
13 31 (13.36%) Databricks
13 31 (13.36%) Decision-Making
14 25 (10.78%) CI/CD
15 24 (10.34%) Machine Learning
15 24 (10.34%) Security Cleared
15 24 (10.34%) SQL Server
15 24 (10.34%) Terraform
16 21 (9.05%) Data Governance
16 21 (9.05%) Microsoft
16 21 (9.05%) Platform Engineering
17 20 (8.62%) Apache Airflow
17 20 (8.62%) Business Intelligence
18 18 (7.76%) BigQuery
18 18 (7.76%) dbt
18 18 (7.76%) Problem-Solving
19 17 (7.33%) Continuous Improvement

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 20 (8.62%) Apache Airflow
2 11 (4.74%) Apache Spark
3 9 (3.88%) Apache
Business Applications
1 1 (0.43%) Primavera
Cloud Services
1 58 (25.00%) AWS
2 57 (24.57%) Azure
3 36 (15.52%) GCP
4 18 (7.76%) dbt
5 17 (7.33%) Power Platform
6 13 (5.60%) Snowflake
7 11 (4.74%) Amazon S3
8 9 (3.88%) AWS Lambda
8 9 (3.88%) Serverless
9 8 (3.45%) GitHub
10 6 (2.59%) Azure DevOps
10 6 (2.59%) GitHub Actions
11 5 (2.16%) SaaS
12 4 (1.72%) Amazon Kinesis
12 4 (1.72%) AWS CloudFormation
13 3 (1.29%) Azure Cosmos DB
13 3 (1.29%) Azure Data Factory
13 3 (1.29%) Fivetran
14 2 (0.86%) Amazon MSK
14 2 (0.86%) Cloud Functions
Communications & Networking
1 1 (0.43%) Broadband
1 1 (0.43%) DSLAM
1 1 (0.43%) Structured Cabling
1 1 (0.43%) Wi-Fi
Database & Business Intelligence
1 33 (14.22%) Data Warehouse
2 24 (10.34%) SQL Server
3 18 (7.76%) BigQuery
4 17 (7.33%) Power BI
5 16 (6.90%) Amazon Redshift
6 11 (4.74%) Data Lake
7 8 (3.45%) Big Data
7 8 (3.45%) Metadata
7 8 (3.45%) MongoDB
8 6 (2.59%) Delta Lake
9 5 (2.16%) NoSQL
10 4 (1.72%) Amazon Athena
10 4 (1.72%) Flink
10 4 (1.72%) Relational Database
11 3 (1.29%) DynamoDB
11 3 (1.29%) PostgreSQL
11 3 (1.29%) SQL Server Integration Services
12 2 (0.86%) Azure SQL Data Warehouse
13 1 (0.43%) Data Vault
13 1 (0.43%) Semantic Layer
Development Applications
1 13 (5.60%) Git
2 3 (1.29%) Bitbucket
2 3 (1.29%) Jenkins
2 3 (1.29%) Visual Studio Code
General
1 35 (15.09%) Social Skills
2 17 (7.33%) Analytical Skills
2 17 (7.33%) Finance
3 14 (6.03%) Law
4 12 (5.17%) Retail
5 11 (4.74%) Public Sector
6 10 (4.31%) Health Technology
7 7 (3.02%) Inclusion and Diversity
8 3 (1.29%) Advertising
8 3 (1.29%) Marketing
9 2 (0.86%) Telecoms
10 1 (0.43%) Aerospace
10 1 (0.43%) Banking
10 1 (0.43%) Digital Health
10 1 (0.43%) Games
10 1 (0.43%) Manufacturing
10 1 (0.43%) Social Housing
Libraries, Frameworks & Software Standards
1 13 (5.60%) Kafka
2 11 (4.74%) PySpark
3 4 (1.72%) Great Expectations
3 4 (1.72%) Pandas
4 3 (1.29%) AWS CDK
4 3 (1.29%) JSON
Miscellaneous
1 9 (3.88%) Greenfield Project
2 8 (3.45%) Cloud Native
3 6 (2.59%) Data Structures
3 6 (2.59%) Onboarding
4 5 (2.16%) Legacy Applications
5 4 (1.72%) Replication
6 3 (1.29%) Self-Motivation
6 3 (1.29%) Sports Betting
7 2 (0.86%) Distributed Systems
7 2 (0.86%) Fibre Optics
7 2 (0.86%) Legacy Systems
7 2 (0.86%) Online Gambling
7 2 (0.86%) Product Ownership
8 1 (0.43%) AI Agents
8 1 (0.43%) Data Centre
8 1 (0.43%) Driving Licence
8 1 (0.43%) Freedom of Information
8 1 (0.43%) Mobile App
8 1 (0.43%) Public Cloud
8 1 (0.43%) Reference Data
Processes & Methodologies
1 65 (28.02%) Data Engineering
2 64 (27.59%) Analytics
3 56 (24.14%) Data Pipeline
4 40 (17.24%) ETL
5 36 (15.52%) AI
5 36 (15.52%) Data Modelling
6 35 (15.09%) Agile
7 31 (13.36%) Decision-Making
8 25 (10.78%) CI/CD
9 24 (10.34%) Machine Learning
10 21 (9.05%) Data Governance
10 21 (9.05%) Platform Engineering
11 20 (8.62%) Business Intelligence
12 18 (7.76%) Problem-Solving
13 17 (7.33%) Continuous Improvement
13 17 (7.33%) Data Architecture
13 17 (7.33%) Mentoring
14 16 (6.90%) Data Transformation
15 15 (6.47%) Business Strategy
16 14 (6.03%) Validation
Programming Languages
1 91 (39.22%) SQL
2 84 (36.21%) Python
3 8 (3.45%) Scala
4 6 (2.59%) Bash
5 4 (1.72%) Java
6 1 (0.43%) Data Analysis Expressions
6 1 (0.43%) Go
6 1 (0.43%) T-SQL
Qualifications
1 24 (10.34%) Security Cleared
2 16 (6.90%) DV Cleared
3 6 (2.59%) SC Cleared
4 5 (2.16%) BPSS Clearance
5 3 (1.29%) DBS Check
5 3 (1.29%) Degree
6 1 (0.43%) Computer Science Degree
6 1 (0.43%) Master's Degree
6 1 (0.43%) Microsoft Certification
Quality Assurance & Compliance
1 42 (18.10%) Data Quality
2 6 (2.59%) QA
3 3 (1.29%) Accessibility
4 2 (0.86%) GDPR
System Software
1 13 (5.60%) Docker
Systems Management
1 24 (10.34%) Terraform
2 2 (0.86%) Grafana
2 2 (0.86%) Prometheus
3 1 (0.43%) Kubernetes
Vendors
1 31 (13.36%) Databricks
2 21 (9.05%) Microsoft
3 8 (3.45%) Google
4 3 (1.29%) Salesforce
4 3 (1.29%) SAP
5 1 (0.43%) Alteryx
5 1 (0.43%) Autodesk
5 1 (0.43%) BT
5 1 (0.43%) Informatica