Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 18 August 2022 with a comparison to the same period in the previous 2 years.

Data Transformation
England > North East
6 months to
18 Aug 2022
Same period 2021 Same period 2020
Rank 91 98 73
Rank change year-on-year +7 -25 -
Permanent jobs citing Data Transformation 17 9 1
As % of all permanent jobs advertised in the North East 1.22% 0.76% 0.13%
As % of the Processes & Methodologies category 1.31% 0.80% 0.14%
Number of salaries quoted 17 9 1
10th Percentile £50,500 £35,100 -
25th Percentile - £35,750 £76,250
Median annual salary (50th Percentile) £85,000 £40,000 £82,500
Median % change year-on-year +112.50% -51.52% -
75th Percentile - £45,000 £88,750
90th Percentile £95,500 £60,500 -
England median annual salary £67,500 £65,000 £60,000
% change year-on-year +3.85% +8.33% +12.15%

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 East with a requirement for process or methodology skills.

All Process and Methodology Skills
North East
Permanent vacancies with a requirement for process or methodology skills 1,293 1,121 696
As % of all permanent IT jobs advertised in the North East 92.69% 94.28% 92.80%
Number of salaries quoted 934 823 588
10th Percentile £28,825 £26,250 £25,350
25th Percentile £37,125 £32,500 £32,000
Median annual salary (50th Percentile) £47,500 £45,000 £41,250
Median % change year-on-year +5.56% +9.09% +1.85%
75th Percentile £63,750 £56,500 £52,250
90th Percentile £82,500 £65,000 £62,150
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Data Transformation
Job Vacancy Trend in the North East

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

Job vacancy trend for Data Transformation in the North East

Data Transformation
Salary Trend in the North East

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

Salary trend for Data Transformation in the North East

Data Transformation
Salary Histogram in the North East

Salary distribution for jobs citing Data Transformation in the North East over the 6 months to 18 August 2022.

Salary histogram for Data Transformation in the North East

Data Transformation
Job Locations in the North East

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 East region over the 6 months to 18 August 2022. 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
Tyne and Wear +12 15 £85,000 +126.67%
Durham -5 2 £102,500 +156.25%
Data Transformation
England

For the 6 months to 18 August 2022, IT jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North East region with a requirement for Data Transformation.

1 14 (82.35%) SQL
1 14 (82.35%) Data Warehouse
2 13 (76.47%) Data Modelling
2 13 (76.47%) Business Intelligence
2 13 (76.47%) Azure
2 13 (76.47%) Open Source
2 13 (76.47%) Azure Data Factory
3 12 (70.59%) Data Lake
3 12 (70.59%) Databricks
3 12 (70.59%) Power Platform
3 12 (70.59%) Power BI
3 12 (70.59%) Data Integration
3 12 (70.59%) Data Governance
3 12 (70.59%) Analytics
3 12 (70.59%) Finance
4 11 (64.71%) Data Management
4 11 (64.71%) Metadata Management
4 11 (64.71%) Data Quality
4 11 (64.71%) Tableau
4 11 (64.71%) Data Analytics
4 11 (64.71%) Apache Hive
4 11 (64.71%) Hadoop
4 11 (64.71%) Data Engineering
4 11 (64.71%) Data Structures
4 11 (64.71%) Analytical Skills
4 11 (64.71%) Presto
4 11 (64.71%) Semantic Layer
4 11 (64.71%) Data Science
4 11 (64.71%) Azure SQL Data Warehouse
4 11 (64.71%) Workload Management

Data Transformation
Co-occurring IT Skills in the North East by Category

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

Application Platforms
1 2 (11.76%) Apache
1 2 (11.76%) Apache Spark
Cloud Services
1 13 (76.47%) Azure
1 13 (76.47%) Azure Data Factory
2 12 (70.59%) Power Platform
3 11 (64.71%) Azure Synapse Analytics
4 2 (11.76%) Amazon Kinesis
4 2 (11.76%) AWS
4 2 (11.76%) Azure Cosmos DB
4 2 (11.76%) Azure DevOps
4 2 (11.76%) Azure Service Bus
Database & Business Intelligence
1 14 (82.35%) Data Warehouse
2 12 (70.59%) Data Lake
2 12 (70.59%) Power BI
3 11 (64.71%) Apache Hive
3 11 (64.71%) Azure SQL Data Warehouse
3 11 (64.71%) Data Hub
3 11 (64.71%) Hadoop
3 11 (64.71%) Metadata
3 11 (64.71%) Presto
3 11 (64.71%) Semantic Layer
3 11 (64.71%) Tableau
4 3 (17.65%) SQL Server Integration Services
5 2 (11.76%) KNIME
5 2 (11.76%) NoSQL
5 2 (11.76%) Relational Database
5 2 (11.76%) SQL Server
5 2 (11.76%) SQL Server Analysis Services
5 2 (11.76%) SQL Server Reporting Services
6 1 (5.88%) Microsoft Analysis Services
6 1 (5.88%) Spark SQL
Development Applications
1 2 (11.76%) Git (software)
1 2 (11.76%) Jenkins
General
1 12 (70.59%) Finance
2 11 (64.71%) Analytical Skills
3 1 (5.88%) Financial Institution
3 1 (5.88%) Retail
Job Titles
1 13 (76.47%) Data Engineer
2 2 (11.76%) Architect
2 2 (11.76%) Chief Architect
2 2 (11.76%) Chief Data Architect
2 2 (11.76%) Data Architect
3 1 (5.88%) Analyst
3 1 (5.88%) Azure Data Engineer
3 1 (5.88%) Azure Engineer
3 1 (5.88%) Business Intelligence Analyst
3 1 (5.88%) Consultant
3 1 (5.88%) Power BI Analyst
3 1 (5.88%) Senior Data Engineer
3 1 (5.88%) Team Leader
3 1 (5.88%) Technical Consultant
3 1 (5.88%) Technical Leader
3 1 (5.88%) Technical Team Leader
Libraries, Frameworks & Software Standards
1 2 (11.76%) Apache Beam
1 2 (11.76%) Apache NiFi
1 2 (11.76%) JMS
1 2 (11.76%) Kafka
1 2 (11.76%) Samza
1 2 (11.76%) Spark Streaming
2 1 (5.88%) PySpark
Miscellaneous
1 11 (64.71%) Data Structures
2 2 (11.76%) Algorithms
2 2 (11.76%) Public Cloud
Processes & Methodologies
1 13 (76.47%) Business Intelligence
1 13 (76.47%) Data Modelling
1 13 (76.47%) Open Source
2 12 (70.59%) Analytics
2 12 (70.59%) Data Governance
2 12 (70.59%) Data Integration
3 11 (64.71%) Data Analytics
3 11 (64.71%) Data Engineering
3 11 (64.71%) Data Management
3 11 (64.71%) Data Pipeline
3 11 (64.71%) Data Science
3 11 (64.71%) Metadata Management
3 11 (64.71%) Workload Management
4 3 (17.65%) ETL
5 2 (11.76%) Continuous Improvement
5 2 (11.76%) ITIL
5 2 (11.76%) Machine Learning
5 2 (11.76%) OO
5 2 (11.76%) Release Management
5 2 (11.76%) TOGAF
Programming Languages
1 14 (82.35%) SQL
2 3 (17.65%) Python
2 3 (17.65%) T-SQL
3 2 (11.76%) C++
3 2 (11.76%) Java
3 2 (11.76%) R
3 2 (11.76%) Scala
4 1 (5.88%) C#
4 1 (5.88%) Data Analysis Expressions (DAX)
Qualifications
1 2 (11.76%) SC Cleared
1 2 (11.76%) Security Cleared
Quality Assurance & Compliance
1 11 (64.71%) Data Quality
System Software
1 2 (11.76%) Docker
Systems Management
1 2 (11.76%) Ansible
1 2 (11.76%) Kubernetes
1 2 (11.76%) Puppet
Vendors
1 12 (70.59%) Databricks
2 2 (11.76%) Alteryx
3 1 (5.88%) Microsoft