Data Engineer Job Trends in the North West

Data Engineer
England > North West

The median Data Engineer salary in the North West is £67,500 per year, according to job vacancies posted during the 6 months leading to 14 September 2026.

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

6 months to
14 Sep 2026
Same period 2025 Same period 2024
Rank 67 181 99
Rank change year-on-year +114 -82 +15
Permanent jobs requiring a Data Engineer 253 62 158
As % of all permanent jobs in the North West 2.01% 1.21% 2.04%
As % of the Job Titles category 2.13% 1.36% 2.14%
Number of salaries quoted 189 53 139
10th Percentile £40,000 £45,250 £40,000
25th Percentile £50,000 £53,750 £46,250
Median annual salary (50th Percentile) £67,500 £60,000 £62,500
Median % change year-on-year +12.50% -4.00% +13.64%
75th Percentile £80,000 £70,000 £80,000
90th Percentile £90,350 £87,500 £93,000
England median annual salary £70,000 £70,000 £70,000
% change year-on-year - - -6.67%

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 11,857 4,554 7,379
% of permanent jobs with a recognized job title 94.36% 88.63% 95.26%
Number of salaries quoted 8,820 2,304 4,619
10th Percentile £30,000 £27,000 £30,000
25th Percentile £40,000 £35,000 £40,000
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - -9.09%
75th Percentile £75,000 £66,250 £65,000
90th Percentile £90,000 £80,000 £77,500
England median annual salary £59,853 £55,000 £55,000
% change year-on-year +8.82% - -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 14 September 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 14 September 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 +45 152 £65,000 -3.70% 88
Merseyside +17 35 £75,000 +25.00% 8
Lancashire +35 33 £63,403 +7.01% 20
Cheshire +35 32 £80,000 +88.24% 10
Cumbria - 1 - -
Data Engineer
England

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

For the 6 months to 14 September 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 98 (38.74%) SQL
2 88 (34.78%) Analytics
3 85 (33.60%) Python
4 76 (30.04%) Data Engineering
5 72 (28.46%) AWS
6 65 (25.69%) Data Pipeline
7 59 (23.32%) Azure
8 52 (20.55%) Data Quality
8 52 (20.55%) ETL
9 51 (20.16%) Decision-Making
10 43 (17.00%) AI
11 41 (16.21%) Agile
12 37 (14.62%) Data Warehouse
12 37 (14.62%) GCP
13 34 (13.44%) Data Modelling
14 33 (13.04%) CI/CD
15 31 (12.25%) Security Cleared
16 27 (10.67%) Databricks
16 27 (10.67%) Machine Learning
17 26 (10.28%) Business Intelligence
18 25 (9.88%) Terraform
19 24 (9.49%) Mentoring
20 23 (9.09%) Data Transformation
21 22 (8.70%) Platform Engineering
21 22 (8.70%) Problem-Solving
22 21 (8.30%) Data Governance
22 21 (8.30%) SQL Server
23 20 (7.91%) Microsoft
24 19 (7.51%) Amazon Redshift
24 19 (7.51%) 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 15 (5.93%) Apache Airflow
2 11 (4.35%) Apache
2 11 (4.35%) Apache Spark
3 1 (0.40%) Oracle Workflow
Applications
1 1 (0.40%) MS Visio
Business Applications
1 1 (0.40%) Academy Revenues and Benefits
Cloud Services
1 72 (28.46%) AWS
2 59 (23.32%) Azure
3 37 (14.62%) GCP
4 18 (7.11%) dbt
5 17 (6.72%) Snowflake
6 16 (6.32%) AWS Lambda
6 16 (6.32%) Serverless
7 15 (5.93%) Amazon S3
7 15 (5.93%) Power Platform
8 14 (5.53%) GitHub
9 9 (3.56%) Azure DevOps
9 9 (3.56%) GitHub Actions
10 5 (1.98%) Amazon EC2
10 5 (1.98%) Amazon EMR
10 5 (1.98%) Azure Data Factory
10 5 (1.98%) SaaS
11 4 (1.58%) Amazon Kinesis
12 3 (1.19%) AWS CloudFormation
12 3 (1.19%) Google Analytics
12 3 (1.19%) Google Tag Manager
Database & Business Intelligence
1 37 (14.62%) Data Warehouse
2 21 (8.30%) SQL Server
3 19 (7.51%) Amazon Redshift
4 16 (6.32%) BigQuery
5 15 (5.93%) Power BI
6 13 (5.14%) Data Lake
7 8 (3.16%) Big Data
7 8 (3.16%) Metadata
8 6 (2.37%) Amazon Athena
8 6 (2.37%) NoSQL
9 5 (1.98%) DynamoDB
9 5 (1.98%) MongoDB
9 5 (1.98%) PostgreSQL
9 5 (1.98%) Spark SQL
10 4 (1.58%) Relational Database
11 3 (1.19%) Delta Lake
11 3 (1.19%) Flink
11 3 (1.19%) SQL Server Integration Services
12 2 (0.79%) Azure SQL Data Warehouse
12 2 (0.79%) Parquet
Development Applications
1 13 (5.14%) Git
2 3 (1.19%) Bitbucket
2 3 (1.19%) Jenkins
2 3 (1.19%) Visual Studio Code
General
1 40 (15.81%) Social Skills
2 23 (9.09%) Analytical Skills
3 17 (6.72%) Finance
4 14 (5.53%) Law
4 14 (5.53%) Public Sector
5 12 (4.74%) Retail
6 10 (3.95%) Health Technology
7 7 (2.77%) Inclusion and Diversity
8 4 (1.58%) Marketing
9 3 (1.19%) Advertising
10 2 (0.79%) Aerospace
10 2 (0.79%) Games
11 1 (0.40%) Banking
11 1 (0.40%) Documentation Skills
11 1 (0.40%) iGaming
11 1 (0.40%) Social Housing
Libraries, Frameworks & Software Standards
1 25 (9.88%) Terraform
2 16 (6.32%) PySpark
3 12 (4.74%) Kafka
4 4 (1.58%) .NET
4 4 (1.58%) Pandas
5 3 (1.19%) AWS CDK
5 3 (1.19%) Great Expectations
6 2 (0.79%) Apache Avro
6 2 (0.79%) JSON
7 1 (0.40%) Oracle Fusion
7 1 (0.40%) Pulumi
7 1 (0.40%) REST
7 1 (0.40%) scikit-learn
Miscellaneous
1 15 (5.93%) Cloud Native
2 9 (3.56%) Greenfield Project
2 9 (3.56%) Onboarding
3 6 (2.37%) Data Structures
3 6 (2.37%) Product Ownership
4 3 (1.19%) Replication
4 3 (1.19%) Self-Motivation
4 3 (1.19%) Sports Betting
5 2 (0.79%) Distributed Systems
5 2 (0.79%) Hybrid Cloud
5 2 (0.79%) Legacy Systems
5 2 (0.79%) Online Gambling
6 1 (0.40%) AI Agents
6 1 (0.40%) Freedom of Information
6 1 (0.40%) Legacy Applications
6 1 (0.40%) Mobile App
6 1 (0.40%) Public Cloud
6 1 (0.40%) Reference Data
Processes & Methodologies
1 88 (34.78%) Analytics
2 76 (30.04%) Data Engineering
3 65 (25.69%) Data Pipeline
4 52 (20.55%) ETL
5 51 (20.16%) Decision-Making
6 43 (17.00%) AI
7 41 (16.21%) Agile
8 34 (13.44%) Data Modelling
9 33 (13.04%) CI/CD
10 27 (10.67%) Machine Learning
11 26 (10.28%) Business Intelligence
12 24 (9.49%) Mentoring
13 23 (9.09%) Data Transformation
14 22 (8.70%) Platform Engineering
14 22 (8.70%) Problem-Solving
15 21 (8.30%) Data Governance
16 19 (7.51%) Continuous Improvement
16 19 (7.51%) Data Architecture
17 18 (7.11%) Business Strategy
18 17 (6.72%) Lakehouse
Programming Languages
1 98 (38.74%) SQL
2 85 (33.60%) Python
3 9 (3.56%) Bash
3 9 (3.56%) Java
4 8 (3.16%) Scala
5 5 (1.98%) JavaScript
6 4 (1.58%) C#
6 4 (1.58%) C++
7 1 (0.40%) Data Analysis Expressions
7 1 (0.40%) Go
Qualifications
1 31 (12.25%) Security Cleared
2 16 (6.32%) DV Cleared
3 13 (5.14%) SC Cleared
4 8 (3.16%) Degree
5 4 (1.58%) Master's Degree
6 3 (1.19%) BPSS Clearance
7 2 (0.79%) DBS Check
8 1 (0.40%) Computer Science Degree
8 1 (0.40%) Microsoft Certification
8 1 (0.40%) PMP
Quality Assurance & Compliance
1 52 (20.55%) Data Quality
2 6 (2.37%) Accessibility
3 4 (1.58%) QA
4 2 (0.79%) GDPR
System Software
1 11 (4.35%) Docker
Systems Management
1 2 (0.79%) Grafana
1 2 (0.79%) Prometheus
2 1 (0.40%) Kubernetes
Vendors
1 27 (10.67%) Databricks
2 20 (7.91%) Microsoft
3 8 (3.16%) Google
4 3 (1.19%) Salesforce
4 3 (1.19%) SAP
5 2 (0.79%) Alteryx
6 1 (0.40%) Informatica
6 1 (0.40%) Oracle
6 1 (0.40%) YouTube