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 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 326 354 341
Rank change year-on-year +28 -13 -6
Permanent jobs citing Data Transformation 76 73 119
As % of all permanent jobs advertised in the North of England 0.39% 0.46% 0.63%
As % of the Processes & Methodologies category 0.48% 0.48% 0.67%
Number of salaries quoted 67 20 75
10th Percentile - £44,875 £36,904
25th Percentile £35,000 £51,495 £44,636
Median annual salary (50th Percentile) £47,500 £77,500 £57,500
Median % change year-on-year -38.71% +34.78% +15.00%
75th Percentile £66,000 £87,419 £78,125
90th Percentile £86,250 £94,250 £96,200
England median annual salary £64,000 £72,500 £70,000
% change year-on-year -11.72% +3.57% -

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 15,869 15,355 17,713
As % of all permanent jobs advertised in the North of England 80.46% 96.77% 94.21%
Number of salaries quoted 11,723 7,789 10,714
10th Percentile £27,500 £31,250 £29,000
25th Percentile £37,275 £40,000 £38,750
Median annual salary (50th Percentile) £50,000 £55,000 £50,000
Median % change year-on-year -9.09% +10.00% +5.26%
75th Percentile £65,000 £70,000 £66,250
90th Percentile £79,000 £81,250 £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 9 June 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 9 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
North West +20 40 £47,500 -40.74% 6
North East +8 24 £64,000 +29.14% 2
Yorkshire +16 12 £37,500 -31.82% 1
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 (23.68%) Apache Airflow
2 13 (17.11%) Confluence
3 4 (5.26%) Apache Spark
4 1 (1.32%) SAS
Applications
1 1 (1.32%) Microsoft Excel
Business Applications
1 1 (1.32%) Dynamics AX
Cloud Services
1 33 (43.42%) Azure
2 29 (38.16%) Snowflake
3 28 (36.84%) dbt
4 19 (25.00%) Power Platform
5 18 (23.68%) Azure Cosmos DB
5 18 (23.68%) Matillion
6 15 (19.74%) Amazon Kinesis
6 15 (19.74%) AWS
7 13 (17.11%) SaaS
8 9 (11.84%) Amazon S3
8 9 (11.84%) Cloud Composer
8 9 (11.84%) GCP
9 7 (9.21%) Microsoft 365
10 6 (7.89%) Fivetran
11 4 (5.26%) Azure Data Factory
11 4 (5.26%) Azure DevOps
11 4 (5.26%) Cloud Functions
11 4 (5.26%) Entra ID
11 4 (5.26%) GitHub
11 4 (5.26%) Google Kubernetes Engine
Database & Business Intelligence
1 37 (48.68%) Data Warehouse
2 25 (32.89%) Data Lake
3 23 (30.26%) SQL Server
4 19 (25.00%) Power BI
5 18 (23.68%) Data Mining
5 18 (23.68%) Elasticsearch
5 18 (23.68%) Star Schema
6 14 (18.42%) Tableau
7 13 (17.11%) Amazon Redshift
7 13 (17.11%) PostgreSQL
8 5 (6.58%) BigQuery
8 5 (6.58%) Looker
8 5 (6.58%) SQL Server Analysis Services
8 5 (6.58%) SQL Server Integration Services
8 5 (6.58%) SQL Server Reporting Services
9 4 (5.26%) Azure SQL Database
9 4 (5.26%) Metadata
9 4 (5.26%) NoSQL
10 3 (3.95%) Azure SQL Data Warehouse
10 3 (3.95%) Qlik Sense
Development Applications
1 23 (30.26%) GitLab
2 13 (17.11%) JIRA
3 5 (6.58%) Git
General
1 18 (23.68%) Social Skills
2 13 (17.11%) Games
3 11 (14.47%) Finance
4 9 (11.84%) Analytical Skills
5 1 (1.32%) Public Sector
5 1 (1.32%) Retail
Job Titles
1 48 (63.16%) Data Engineer
2 13 (17.11%) AWS Data Engineer
2 13 (17.11%) AWS Engineer
3 9 (11.84%) Lead
3 9 (11.84%) Lead Data Engineer
4 8 (10.53%) Analyst
5 7 (9.21%) Senior
5 7 (9.21%) Snowflake Data Engineer
5 7 (9.21%) Snowflake Engineer
6 6 (7.89%) Data Analyst
6 6 (7.89%) Team Leader
7 5 (6.58%) Cloud Engineer
7 5 (6.58%) Head of Engineering
8 4 (5.26%) Infrastructure Engineer
8 4 (5.26%) Python Data Engineer
8 4 (5.26%) Python Engineer
8 4 (5.26%) Senior Data Engineer
8 4 (5.26%) Test Engineer
9 3 (3.95%) Senior Analyst
10 2 (2.63%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 6 (7.89%) PyTorch
1 6 (7.89%) TensorFlow
2 4 (5.26%) PySpark
Miscellaneous
1 22 (28.95%) Data Structures
2 18 (23.68%) Self-Motivation
3 13 (17.11%) Client/Server
3 13 (17.11%) Online Games
4 6 (7.89%) Public Cloud
5 5 (6.58%) Cloud Native
5 5 (6.58%) Hybrid Cloud
5 5 (6.58%) Mainframe
6 4 (5.26%) IoT
7 1 (1.32%) EPoS
Processes & Methodologies
1 48 (63.16%) Data Engineering
2 39 (51.32%) Analytics
3 37 (48.68%) ETL
4 36 (47.37%) Data Modelling
5 35 (46.05%) Problem-Solving
6 31 (40.79%) Data Integration
6 31 (40.79%) Data Pipeline
7 29 (38.16%) Machine Learning
8 24 (31.58%) Data Science
9 22 (28.95%) Artificial Intelligence
9 22 (28.95%) CI/CD
9 22 (28.95%) Data Analytics
10 19 (25.00%) Business Intelligence
11 17 (22.37%) Data Extraction
12 15 (19.74%) Data Ingestion
12 15 (19.74%) Data Visualisation
12 15 (19.74%) Visualisation
13 14 (18.42%) Agile
13 14 (18.42%) Mentoring
14 13 (17.11%) Performance Tuning
Programming Languages
1 57 (75.00%) SQL
2 49 (64.47%) Python
3 9 (11.84%) Scala
4 7 (9.21%) Java
5 5 (6.58%) Perl
5 5 (6.58%) Shell Script
6 4 (5.26%) C#
6 4 (5.26%) T-SQL
Qualifications
1 4 (5.26%) ISTQB
2 3 (3.95%) Azure Certification
2 3 (3.95%) MCSE
2 3 (3.95%) Microsoft Certification
3 1 (1.32%) Degree
Quality Assurance & Compliance
1 37 (48.68%) Data Quality
Systems Management
1 7 (9.21%) Microsoft Intune
Vendors
1 13 (17.11%) Microsoft
2 9 (11.84%) Google
3 6 (7.89%) Databricks
3 6 (7.89%) Dataiku
3 6 (7.89%) F5
4 5 (6.58%) Teradata
5 4 (5.26%) Informatica
6 2 (2.63%) Anaplan
7 1 (1.32%) Alteryx
7 1 (1.32%) Dell
7 1 (1.32%) SAP