Data Transformation Jobs in the North West

Data Transformation
England > North West

The table below provides summary statistics for permanent job vacancies advertised in the North West requiring Data Transformation skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Transformation over the 6 months leading up to 11 June 2024, comparing them to the same period in the previous two years.

6 months to
11 Jun 2024
Same period 2023 Same period 2022
Rank 269 277 285
Rank change year-on-year +8 +8 -39
Permanent jobs citing Data Transformation 40 13 63
As % of all permanent jobs advertised in the North West 0.35% 0.18% 0.64%
As % of the Processes & Methodologies category 0.44% 0.19% 0.67%
Number of salaries quoted 40 13 42
10th Percentile - £46,100 £37,885
25th Percentile £35,000 £55,500 £46,563
Median annual salary (50th Percentile) £47,500 £82,818 £56,407
Median % change year-on-year -42.65% +46.82% +12.81%
75th Percentile £65,000 £87,419 £65,750
90th Percentile £111,250 - £102,250
England median annual salary £64,000 £72,500 £68,750
% change year-on-year -11.72% +5.45% -1.79%

All Process and Methodology Skills
North West

Data Transformation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in the North West.

Permanent vacancies with a requirement for process or methodology skills 9,055 6,958 9,417
As % of all permanent jobs advertised in the North West 79.67% 95.56% 95.50%
Number of salaries quoted 6,592 3,852 5,325
10th Percentile £27,750 £31,250 £30,000
25th Percentile £37,500 £41,250 £38,947
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +7.14%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £80,000 £82,500 £81,250
England median annual salary £55,000 £62,500 £60,000
% change year-on-year -12.00% +4.17% +9.09%

Data Transformation
Job Vacancy Trend in the North West

Job postings citing Data Transformation as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for Data Transformation in the North West

Data Transformation
Salary Trend in the North West

3-month moving average salary quoted in jobs citing Data Transformation in the North West.

Salary trend for Data Transformation in the North West

Data Transformation
Salary Histogram in the North West

Salary distribution for jobs citing Data Transformation in the North West over the 6 months to 11 June 2024.

Salary histogram for Data Transformation in the North West

Data Transformation
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 Transformation within the North West region over the 6 months to 11 June 2024. 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 +16 24 £57,500 -30.57% 5
Cheshire -11 6 £35,000 -26.32% 1
Merseyside - 6 £40,000 -
Cumbria - 4 £55,000 - 1
Data Transformation
England

Data Transformation
Co-occurring Skills and Capabilities in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 13 (32.50%) Confluence
2 5 (12.50%) Apache Airflow
3 4 (10.00%) Apache Spark
Applications
1 1 (2.50%) Microsoft Excel
Cloud Services
1 22 (55.00%) Azure
1 22 (55.00%) Snowflake
2 17 (42.50%) Power Platform
3 15 (37.50%) Azure Cosmos DB
3 15 (37.50%) Matillion
4 11 (27.50%) dbt
5 6 (15.00%) Fivetran
6 5 (12.50%) Cloud Composer
6 5 (12.50%) GCP
7 4 (10.00%) Azure Data Factory
7 4 (10.00%) Azure DevOps
7 4 (10.00%) GitHub
Database & Business Intelligence
1 29 (72.50%) Data Warehouse
2 22 (55.00%) Data Lake
3 17 (42.50%) Power BI
4 15 (37.50%) Elasticsearch
4 15 (37.50%) SQL Server
4 15 (37.50%) Star Schema
5 14 (35.00%) Data Mining
6 9 (22.50%) Tableau
7 5 (12.50%) BigQuery
7 5 (12.50%) Looker
8 4 (10.00%) Azure SQL Database
8 4 (10.00%) Metadata
8 4 (10.00%) NoSQL
9 3 (7.50%) Azure SQL Data Warehouse
9 3 (7.50%) Qlik Sense
Development Applications
1 20 (50.00%) GitLab
2 13 (32.50%) JIRA
3 5 (12.50%) Git
General
1 10 (25.00%) Finance
2 4 (10.00%) Analytical Skills
3 2 (5.00%) Social Skills
Job Titles
1 29 (72.50%) Data Engineer
2 7 (17.50%) Snowflake Data Engineer
2 7 (17.50%) Snowflake Engineer
3 5 (12.50%) Head of Engineering
4 4 (10.00%) Analyst
4 4 (10.00%) Data Analyst
4 4 (10.00%) Senior
4 4 (10.00%) Senior Data Engineer
5 1 (2.50%) Head of Business Intelligence
Libraries, Frameworks & Software Standards
1 6 (15.00%) PyTorch
1 6 (15.00%) TensorFlow
2 4 (10.00%) PySpark
Miscellaneous
1 19 (47.50%) Data Structures
2 15 (37.50%) Self-Motivation
3 6 (15.00%) Public Cloud
4 5 (12.50%) Cloud Native
4 5 (12.50%) Hybrid Cloud
4 5 (12.50%) Mainframe
5 4 (10.00%) IoT
Processes & Methodologies
1 30 (75.00%) Data Engineering
2 29 (72.50%) Analytics
3 26 (65.00%) Data Pipeline
3 26 (65.00%) Machine Learning
4 19 (47.50%) Artificial Intelligence
4 19 (47.50%) CI/CD
4 19 (47.50%) Data Analytics
4 19 (47.50%) ETL
5 16 (40.00%) Business Intelligence
5 16 (40.00%) Problem-Solving
6 15 (37.50%) Data Integration
6 15 (37.50%) Data Modelling
6 15 (37.50%) Data Science
7 11 (27.50%) Data Visualisation
7 11 (27.50%) Visualisation
8 10 (25.00%) Agile
8 10 (25.00%) Data Governance
9 9 (22.50%) Data Management
10 6 (15.00%) DataOps
11 5 (12.50%) Data Strategy
Programming Languages
1 31 (77.50%) Python
1 31 (77.50%) SQL
2 7 (17.50%) Java
2 7 (17.50%) Scala
3 5 (12.50%) Perl
3 5 (12.50%) Shell Script
Quality Assurance & Compliance
1 19 (47.50%) Data Quality
Vendors
1 6 (15.00%) Dataiku
1 6 (15.00%) F5
2 5 (12.50%) Google
2 5 (12.50%) Teradata
3 4 (10.00%) Databricks
3 4 (10.00%) Informatica
4 1 (2.50%) Anaplan