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 3 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 252 270 265
Rank change year-on-year +18 -5 -50
Permanent jobs citing Data Transformation 36 25 57
As % of all permanent jobs advertised in the North West 0.37% 0.32% 0.61%
As % of the Processes & Methodologies category 0.45% 0.33% 0.63%
Number of salaries quoted 36 17 35
10th Percentile - £43,250 £33,903
25th Percentile £35,000 £48,750 £38,875
Median annual salary (50th Percentile) £46,250 £58,000 £50,000
Median % change year-on-year -20.26% +16.00% -
75th Percentile £65,000 £78,750 £62,125
90th Percentile £111,250 £93,750 £75,425
England median annual salary £65,000 £70,000 £67,500
% change year-on-year -7.14% +3.70% -

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 8,089 7,596 8,980
As % of all permanent jobs advertised in the North West 83.07% 95.73% 95.32%
Number of salaries quoted 6,145 3,957 5,366
10th Percentile £27,750 £30,500 £30,000
25th Percentile £37,500 £41,250 £39,000
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +10.53%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £80,000 £82,500 £82,500
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 3 May 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 3 May 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 +30 24 £60,000 +8.60% 3
Merseyside +18 6 £40,000 - 1
Cheshire -9 6 £35,000 -50.88% 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 9 (25.00%) Confluence
2 5 (13.89%) Apache Airflow
Cloud Services
1 22 (61.11%) Snowflake
2 19 (52.78%) Azure
3 15 (41.67%) Azure Cosmos DB
3 15 (41.67%) Matillion
4 12 (33.33%) Power Platform
5 11 (30.56%) dbt
6 6 (16.67%) Fivetran
6 6 (16.67%) GCP
7 5 (13.89%) Cloud Composer
8 1 (2.78%) AWS
8 1 (2.78%) Azure Data Factory
8 1 (2.78%) Cloud Computing
Database & Business Intelligence
1 25 (69.44%) Data Warehouse
2 18 (50.00%) Data Lake
3 15 (41.67%) Elasticsearch
3 15 (41.67%) SQL Server
3 15 (41.67%) Star Schema
4 12 (33.33%) Power BI
5 10 (27.78%) Data Mining
6 9 (25.00%) Tableau
7 5 (13.89%) BigQuery
7 5 (13.89%) Looker
8 3 (8.33%) Azure SQL Data Warehouse
8 3 (8.33%) Qlik Sense
Development Applications
1 20 (55.56%) GitLab
2 9 (25.00%) JIRA
3 5 (13.89%) Git
General
1 6 (16.67%) Finance
2 4 (11.11%) Analytical Skills
3 1 (2.78%) Electronics
3 1 (2.78%) Manufacturing
3 1 (2.78%) Marketing
3 1 (2.78%) Public Sector
3 1 (2.78%) Social Skills
3 1 (2.78%) Telecoms
Job Titles
1 26 (72.22%) Data Engineer
2 7 (19.44%) Snowflake Data Engineer
3 5 (13.89%) Head of Engineering
4 4 (11.11%) Analyst
4 4 (11.11%) Data Analyst
5 1 (2.78%) Azure Data Engineer
5 1 (2.78%) Azure Engineer
5 1 (2.78%) Head of Business Intelligence
5 1 (2.78%) Integration Engineer
Libraries, Frameworks & Software Standards
1 6 (16.67%) PyTorch
1 6 (16.67%) TensorFlow
2 1 (2.78%) RESTful
Miscellaneous
1 15 (41.67%) Data Structures
1 15 (41.67%) Self-Motivation
2 6 (16.67%) Public Cloud
3 5 (13.89%) Cloud Native
3 5 (13.89%) Hybrid Cloud
3 5 (13.89%) Mainframe
4 4 (11.11%) IoT
Processes & Methodologies
1 27 (75.00%) Data Engineering
2 26 (72.22%) Analytics
3 22 (61.11%) Data Pipeline
3 22 (61.11%) Machine Learning
4 19 (52.78%) Data Analytics
5 17 (47.22%) Business Intelligence
6 16 (44.44%) Data Integration
6 16 (44.44%) ETL
6 16 (44.44%) Problem-Solving
7 15 (41.67%) Artificial Intelligence
7 15 (41.67%) CI/CD
7 15 (41.67%) Data Modelling
7 15 (41.67%) Data Science
8 12 (33.33%) Visualisation
9 11 (30.56%) Data Visualisation
10 6 (16.67%) Data Governance
10 6 (16.67%) Data Management
10 6 (16.67%) DataOps
11 5 (13.89%) Mentoring
11 5 (13.89%) Thought Leadership
Programming Languages
1 28 (77.78%) Python
1 28 (77.78%) SQL
2 7 (19.44%) Java
2 7 (19.44%) Scala
3 5 (13.89%) Perl
3 5 (13.89%) Shell Script
4 1 (2.78%) Kusto Query Language
4 1 (2.78%) PowerShell
Qualifications
1 1 (2.78%) Azure Certification
1 1 (2.78%) Computer Science Degree
1 1 (2.78%) Degree
Quality Assurance & Compliance
1 15 (41.67%) Data Quality
Vendors
1 6 (16.67%) Dataiku
1 6 (16.67%) F5
2 5 (13.89%) Google
2 5 (13.89%) Teradata
3 1 (2.78%) Microsoft
3 1 (2.78%) SAP