Data Transformation Jobs in the North of England

Data Transformation
England > North of England

The following table provides summary statistics for permanent job vacancies advertised in the North of England 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 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 316 340 366
Rank change year-on-year +24 +26 -62
Permanent jobs citing Data Transformation 74 91 88
As % of all permanent jobs advertised in the North of England 0.43% 0.52% 0.49%
As % of the Processes & Methodologies category 0.51% 0.53% 0.52%
Number of salaries quoted 64 30 53
10th Percentile - £43,625 £35,000
25th Percentile £35,000 £47,813 £39,000
Median annual salary (50th Percentile) £47,500 £52,500 £50,000
Median % change year-on-year -9.52% +5.00% -
75th Percentile £66,000 £71,250 £72,500
90th Percentile £86,250 £91,875 £85,000
England median annual salary £64,000 £70,000 £67,500
% change year-on-year -8.57% +3.70% -

All Process and Methodology Skills
North of England

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 of England with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 14,471 17,023 16,912
As % of all permanent jobs advertised in the North of England 83.85% 96.91% 93.81%
Number of salaries quoted 11,115 8,075 10,802
10th Percentile £27,500 £31,250 £29,250
25th Percentile £37,000 £40,000 £38,258
Median annual salary (50th Percentile) £50,000 £55,000 £50,250
Median % change year-on-year -9.09% +9.45% +5.79%
75th Percentile £65,000 £70,000 £66,250
90th Percentile £80,000 £82,500 £80,000
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 of England

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

Job vacancy trend for Data Transformation in the North of England

Data Transformation
Salary Trend in the North of England

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

Salary trend for Data Transformation in the North of England

Data Transformation
Salary Histogram in the North of England

Salary distribution for jobs citing Data Transformation in the North of England over the 6 months to 25 April 2024.

Salary histogram for Data Transformation in the North of England

Data Transformation
Job Locations in the North of England

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 of England region over the 6 months to 25 April 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
North West +23 37 £47,500 -14.03% 2
North East +21 23 £64,000 -5.19% 4
Yorkshire +38 14 £40,000 -20.00% 3
Data Transformation
England

Data Transformation
Co-occurring Skills and Capabilities in the North of England 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 18 (24.32%) Apache Airflow
2 9 (12.16%) Confluence
3 1 (1.35%) SAS
Business Applications
1 1 (1.35%) Dynamics AX
Cloud Services
1 32 (43.24%) Azure
2 29 (39.19%) Snowflake
3 28 (37.84%) dbt
4 18 (24.32%) Azure Cosmos DB
4 18 (24.32%) Matillion
5 17 (22.97%) AWS
6 15 (20.27%) Amazon Kinesis
6 15 (20.27%) Power Platform
7 13 (17.57%) SaaS
8 10 (13.51%) Amazon S3
8 10 (13.51%) GCP
9 9 (12.16%) Cloud Composer
10 7 (9.46%) Microsoft 365
11 6 (8.11%) Fivetran
12 4 (5.41%) Cloud Functions
12 4 (5.41%) Entra ID
12 4 (5.41%) Google Kubernetes Engine
13 2 (2.70%) AWS Lambda
13 2 (2.70%) Azure Data Factory
13 2 (2.70%) Serverless
Database & Business Intelligence
1 35 (47.30%) Data Warehouse
2 24 (32.43%) SQL Server
3 21 (28.38%) Data Lake
4 18 (24.32%) Elasticsearch
4 18 (24.32%) Star Schema
5 15 (20.27%) Power BI
6 14 (18.92%) Data Mining
6 14 (18.92%) Tableau
7 13 (17.57%) Amazon Redshift
7 13 (17.57%) PostgreSQL
8 6 (8.11%) SQL Server Integration Services
9 5 (6.76%) BigQuery
9 5 (6.76%) Looker
9 5 (6.76%) SQL Server Analysis Services
9 5 (6.76%) SQL Server Reporting Services
10 3 (4.05%) Azure SQL Data Warehouse
10 3 (4.05%) Qlik Sense
11 2 (2.70%) Delta Lake
11 2 (2.70%) Relational Database
12 1 (1.35%) Azure SQL Database
Development Applications
1 23 (31.08%) GitLab
2 9 (12.16%) JIRA
3 5 (6.76%) Git
General
1 19 (25.68%) Social Skills
2 13 (17.57%) Games
3 10 (13.51%) Analytical Skills
4 8 (10.81%) Finance
5 2 (2.70%) Marketing
5 2 (2.70%) Public Sector
5 2 (2.70%) Retail
6 1 (1.35%) Electronics
6 1 (1.35%) Law
6 1 (1.35%) Manufacturing
6 1 (1.35%) Presentation Skills
6 1 (1.35%) Telecoms
Job Titles
1 46 (62.16%) Data Engineer
2 13 (17.57%) AWS Data Engineer
2 13 (17.57%) AWS Engineer
3 9 (12.16%) Analyst
3 9 (12.16%) Lead
3 9 (12.16%) Lead Data Engineer
4 7 (9.46%) Data Analyst
4 7 (9.46%) Snowflake Data Engineer
5 6 (8.11%) Team Leader
6 5 (6.76%) Head of Engineering
6 5 (6.76%) Python Data Engineer
6 5 (6.76%) Python Engineer
7 4 (5.41%) Cloud Engineer
7 4 (5.41%) Infrastructure Engineer
7 4 (5.41%) Senior
7 4 (5.41%) Test Engineer
8 3 (4.05%) Senior Analyst
9 2 (2.70%) Azure Data Engineer
9 2 (2.70%) Data Manager
9 2 (2.70%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 6 (8.11%) PyTorch
1 6 (8.11%) TensorFlow
2 1 (1.35%) RESTful
Miscellaneous
1 18 (24.32%) Data Structures
1 18 (24.32%) Self-Motivation
2 13 (17.57%) Client/Server
2 13 (17.57%) Online Games
3 6 (8.11%) Public Cloud
4 5 (6.76%) Cloud Native
4 5 (6.76%) Hybrid Cloud
4 5 (6.76%) Mainframe
5 4 (5.41%) IoT
6 1 (1.35%) Enterprise Cloud
6 1 (1.35%) EPoS
6 1 (1.35%) Reinsurance
Processes & Methodologies
1 46 (62.16%) Data Engineering
2 37 (50.00%) Analytics
2 37 (50.00%) Data Modelling
3 36 (48.65%) ETL
4 35 (47.30%) Problem-Solving
5 32 (43.24%) Data Integration
6 27 (36.49%) Data Pipeline
7 25 (33.78%) Data Science
7 25 (33.78%) Machine Learning
8 23 (31.08%) Data Analytics
9 21 (28.38%) Business Intelligence
10 18 (24.32%) Artificial Intelligence
10 18 (24.32%) CI/CD
11 16 (21.62%) Visualisation
12 15 (20.27%) Data Ingestion
12 15 (20.27%) Data Visualisation
13 14 (18.92%) Data Extraction
13 14 (18.92%) Mentoring
14 13 (17.57%) Performance Tuning
15 9 (12.16%) Data Architecture
Programming Languages
1 56 (75.68%) SQL
2 49 (66.22%) Python
3 9 (12.16%) Scala
4 7 (9.46%) Java
5 5 (6.76%) Perl
5 5 (6.76%) Shell Script
5 5 (6.76%) T-SQL
6 4 (5.41%) C#
7 1 (1.35%) Kusto Query Language
7 1 (1.35%) PowerShell
Qualifications
1 4 (5.41%) Azure Certification
1 4 (5.41%) ISTQB
2 3 (4.05%) MCSE
2 3 (4.05%) Microsoft Certification
3 2 (2.70%) Degree
4 1 (1.35%) Computer Science Degree
Quality Assurance & Compliance
1 33 (44.59%) Data Quality
Systems Management
1 7 (9.46%) Microsoft Intune
Vendors
1 14 (18.92%) Microsoft
2 9 (12.16%) Google
3 6 (8.11%) Dataiku
3 6 (8.11%) F5
4 5 (6.76%) Teradata
5 4 (5.41%) Databricks
6 2 (2.70%) SAP
7 1 (1.35%) Alteryx
7 1 (1.35%) Anaplan
7 1 (1.35%) Dell
7 1 (1.35%) Informatica