Data Transformation Jobs in the North West

Data Transformation
England > North West

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 6 months to 2 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 265 280 279
Rank change year-on-year +15 -1 -45
Permanent jobs citing Data Transformation 38 11 57
As % of all permanent jobs advertised in the North West 0.35% 0.15% 0.59%
As % of the Processes & Methodologies category 0.44% 0.16% 0.62%
Number of salaries quoted 38 11 36
10th Percentile - £43,750 £35,528
25th Percentile £35,000 £52,125 £42,892
Median annual salary (50th Percentile) £47,500 £77,500 £52,500
Median % change year-on-year -38.71% +47.62% +5.00%
75th Percentile £65,000 £87,419 £66,188
90th Percentile £111,250 £91,250 £102,500
England median annual salary £64,000 £72,500 £70,000
% change year-on-year -11.72% +3.57% -

All Process and Methodology Skills
North West

Data Transformation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 8,635 7,040 9,179
As % of all permanent jobs advertised in the North West 80.63% 95.51% 95.50%
Number of salaries quoted 6,406 3,845 5,293
10th Percentile £27,500 £31,250 £29,800
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% +9.03%
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 2 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 2 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 +31 24 £57,500 -25.81% 4
Cheshire -11 6 £35,000 -26.32% 1
Merseyside - 6 £40,000 -
Cumbria - 2 £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 11 (28.95%) Confluence
2 5 (13.16%) Apache Airflow
3 2 (5.26%) Apache Spark
Applications
1 1 (2.63%) Microsoft Excel
Cloud Services
1 22 (57.89%) Snowflake
2 20 (52.63%) Azure
3 15 (39.47%) Azure Cosmos DB
3 15 (39.47%) Matillion
3 15 (39.47%) Power Platform
4 11 (28.95%) dbt
5 6 (15.79%) Fivetran
6 5 (13.16%) Cloud Composer
6 5 (13.16%) GCP
7 2 (5.26%) Azure Data Factory
7 2 (5.26%) Azure DevOps
7 2 (5.26%) GitHub
Database & Business Intelligence
1 27 (71.05%) Data Warehouse
2 20 (52.63%) Data Lake
3 15 (39.47%) Elasticsearch
3 15 (39.47%) Power BI
3 15 (39.47%) SQL Server
3 15 (39.47%) Star Schema
4 12 (31.58%) Data Mining
5 9 (23.68%) Tableau
6 5 (13.16%) BigQuery
6 5 (13.16%) Looker
7 3 (7.89%) Azure SQL Data Warehouse
7 3 (7.89%) Qlik Sense
8 2 (5.26%) Azure SQL Database
8 2 (5.26%) Metadata
8 2 (5.26%) NoSQL
Development Applications
1 20 (52.63%) GitLab
2 11 (28.95%) JIRA
3 5 (13.16%) Git
General
1 8 (21.05%) Finance
2 4 (10.53%) Analytical Skills
3 2 (5.26%) Social Skills
Job Titles
1 27 (71.05%) Data Engineer
2 7 (18.42%) Snowflake Data Engineer
2 7 (18.42%) Snowflake Engineer
3 5 (13.16%) Head of Engineering
4 4 (10.53%) Analyst
4 4 (10.53%) Data Analyst
5 2 (5.26%) Senior
5 2 (5.26%) Senior Data Engineer
6 1 (2.63%) Head of Business Intelligence
Libraries, Frameworks & Software Standards
1 6 (15.79%) PyTorch
1 6 (15.79%) TensorFlow
2 2 (5.26%) PySpark
Miscellaneous
1 17 (44.74%) Data Structures
2 15 (39.47%) Self-Motivation
3 6 (15.79%) Public Cloud
4 5 (13.16%) Cloud Native
4 5 (13.16%) Hybrid Cloud
4 5 (13.16%) Mainframe
5 4 (10.53%) IoT
Processes & Methodologies
1 28 (73.68%) Data Engineering
2 27 (71.05%) Analytics
3 24 (63.16%) Data Pipeline
3 24 (63.16%) Machine Learning
4 19 (50.00%) Data Analytics
5 17 (44.74%) Artificial Intelligence
5 17 (44.74%) CI/CD
5 17 (44.74%) ETL
6 16 (42.11%) Business Intelligence
6 16 (42.11%) Problem-Solving
7 15 (39.47%) Data Integration
7 15 (39.47%) Data Modelling
7 15 (39.47%) Data Science
8 11 (28.95%) Data Visualisation
8 11 (28.95%) Visualisation
9 8 (21.05%) Agile
9 8 (21.05%) Data Governance
10 7 (18.42%) Data Management
11 6 (15.79%) DataOps
12 5 (13.16%) Data Strategy
Programming Languages
1 29 (76.32%) Python
1 29 (76.32%) SQL
2 7 (18.42%) Java
2 7 (18.42%) Scala
3 5 (13.16%) Perl
3 5 (13.16%) Shell Script
Quality Assurance & Compliance
1 17 (44.74%) Data Quality
Vendors
1 6 (15.79%) Dataiku
1 6 (15.79%) F5
2 5 (13.16%) Google
2 5 (13.16%) Teradata
3 2 (5.26%) Databricks
3 2 (5.26%) Informatica
4 1 (2.63%) Anaplan