Period
to 17 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the North East with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 17 October 2021 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > North East
6 months to
17 Oct 2021
Same period 2020 Same period 2019
Rank 71 69 53
Rank change year-on-year -2 -16 +3
Permanent jobs citing Data Warehouse 35 6 48
As % of all permanent jobs advertised in the North East 2.85% 0.89% 4.26%
As % of the Database & Business Intelligence category 10.45% 4.00% 16.84%
Number of salaries quoted 33 5 47
10th Percentile £35,550 £28,400 £30,500
25th Percentile £39,500 £35,000 £36,816
Median annual salary (50th Percentile) £45,000 £38,000 £45,412
Median % change year-on-year +18.42% -16.32% +6.85%
75th Percentile £52,500 £41,000 £57,437
90th Percentile £66,000 £51,650 £71,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Data Warehouse is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
North East
Permanent vacancies with a requirement for database or business intelligence skills 335 150 285
As % of all permanent IT jobs advertised in the North East 27.28% 22.16% 25.27%
Number of salaries quoted 269 131 227
10th Percentile £31,250 £31,250 £27,100
25th Percentile £33,750 £34,750 £32,500
Median annual salary (50th Percentile) £42,500 £45,000 £41,852
Median % change year-on-year -5.56% +7.52% +1.73%
75th Percentile £52,500 £52,500 £53,250
90th Percentile £65,000 £57,500 £60,000
England median annual salary £58,500 £55,000 £52,500
% change year-on-year +6.36% +4.76% +5.00%

Data Warehouse
Job Vacancy Trend in the North East

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

Job vacancy trend for Data Warehouse in the North East

Data Warehouse
Salary Trend in the North East

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

Salary trend for Data Warehouse in the North East

Data Warehouse
Salary Histogram in the North East

Salary distribution for jobs citing Data Warehouse in the North East over the 6 months to 17 October 2021.

Salary histogram for Data Warehouse in the North East

Data Warehouse
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 Warehouse within the North East region over the 6 months to 17 October 2021. 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
Job
Vacancies
Tyne and Wear -3 28 £45,000 +15.38% 20
Durham -5 6 £41,250 +11.49% 5
Data Warehouse
England

For the 6 months to 17 October 2021, IT jobs citing Data Warehouse 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 Warehouse.

1 27 (77.14%) ETL
2 25 (71.43%) SQL
3 23 (65.71%) Business Intelligence
4 20 (57.14%) SQL Server Integration Services
5 19 (54.29%) SQL Server
6 17 (48.57%) Microsoft
7 16 (45.71%) Power BI
7 16 (45.71%) Power Platform
8 15 (42.86%) Azure
9 14 (40.00%) SQL Server Reporting Services
10 11 (31.43%) SQL Server Analysis Services
11 9 (25.71%) Data Analysis Expressions (DAX)
11 9 (25.71%) Agile Software Development
11 9 (25.71%) T-SQL
12 8 (22.86%) Oracle
12 8 (22.86%) Decision-Making
13 7 (20.00%) Problem-Solving
13 7 (20.00%) Azure Data Factory
13 7 (20.00%) Data Protection Act
13 7 (20.00%) Analytics
13 7 (20.00%) Data Protection
14 6 (17.14%) R
14 6 (17.14%) DevOps
14 6 (17.14%) Star Schema
14 6 (17.14%) Social Skills
15 5 (14.29%) Azure Synapse Analytics
15 5 (14.29%) Data Science
15 5 (14.29%) Data Strategy
15 5 (14.29%) Python
15 5 (14.29%) OLAP

Data Warehouse
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:

Applications
1 2 (5.71%) Microsoft Excel
Business Applications
1 1 (2.86%) Dynamics CRM
Cloud Services
1 16 (45.71%) Power Platform
2 15 (42.86%) Azure
3 7 (20.00%) Azure Data Factory
4 5 (14.29%) Azure Synapse Analytics
4 5 (14.29%) PaaS
5 3 (8.57%) Amazon CloudWatch
5 3 (8.57%) Amazon EC2
5 3 (8.57%) Amazon S3
5 3 (8.57%) AWS
5 3 (8.57%) AWS CloudTrail
5 3 (8.57%) AWS CodeCommit
5 3 (8.57%) AWS Lambda
5 3 (8.57%) AWS Step Functions
5 3 (8.57%) CloudFront
5 3 (8.57%) Serverless
6 1 (2.86%) SaaS
Database & Business Intelligence
1 20 (57.14%) SQL Server Integration Services
2 19 (54.29%) SQL Server
3 16 (45.71%) Power BI
4 14 (40.00%) SQL Server Reporting Services
5 11 (31.43%) SQL Server Analysis Services
6 6 (17.14%) Star Schema
7 5 (14.29%) Amazon Redshift
7 5 (14.29%) OLAP
8 4 (11.43%) Data Lake
8 4 (11.43%) Oracle OLAP
8 4 (11.43%) Oracle Reports
8 4 (11.43%) PostgreSQL
8 4 (11.43%) SQL Server 2016
8 4 (11.43%) SSDT
9 3 (8.57%) Amazon Athena
9 3 (8.57%) Amazon QuickSight
9 3 (8.57%) Amazon RDS
9 3 (8.57%) Azure SQL Data Warehouse
9 3 (8.57%) Oracle BI EE
9 3 (8.57%) SAP Data Services
Development Applications
1 5 (14.29%) Git (software)
2 4 (11.43%) Visual Studio
2 4 (11.43%) VSS/SourceSafe
3 1 (2.86%) Atlassian Bamboo
3 1 (2.86%) Jenkins
3 1 (2.86%) Octopus Deploy
3 1 (2.86%) Visual Studio Team System
General
1 6 (17.14%) Social Skills
2 4 (11.43%) Finance
3 2 (5.71%) Analytical Skills
Job Titles
1 18 (51.43%) Developer
2 8 (22.86%) Senior Developer
3 7 (20.00%) Business Intelligence Developer
3 7 (20.00%) Data Engineer
4 4 (11.43%) Business Developer
4 4 (11.43%) Data Warehouse Developer
5 3 (8.57%) Analyst
5 3 (8.57%) Data Analyst
6 2 (5.71%) Azure Engineer
6 2 (5.71%) Business Intelligence Analyst
6 2 (5.71%) Business Intelligence Data Analyst
6 2 (5.71%) SQL BI Developer
6 2 (5.71%) SQL Developer
7 1 (2.86%) AWS DevOps
7 1 (2.86%) AWS DevOps Engineer
7 1 (2.86%) Azure Architect
7 1 (2.86%) Azure Developer
7 1 (2.86%) Junior Data Engineer
7 1 (2.86%) Power BI Developer
7 1 (2.86%) SQL Analyst
Libraries, Frameworks & Software Standards
1 4 (11.43%) MDX
2 1 (2.86%) ARM Templates
2 1 (2.86%) REST
Miscellaneous
1 7 (20.00%) Data Protection Act
2 3 (8.57%) Virtual Team
3 2 (5.71%) Data Structures
3 2 (5.71%) Management Information System
4 1 (2.86%) Clustering
4 1 (2.86%) CMDB
Operating Systems
1 2 (5.71%) Windows
1 2 (5.71%) Windows Server
Processes & Methodologies
1 27 (77.14%) ETL
2 23 (65.71%) Business Intelligence
3 9 (25.71%) Agile Software Development
4 8 (22.86%) Decision-Making
5 7 (20.00%) Analytics
5 7 (20.00%) Data Protection
5 7 (20.00%) Problem-Solving
6 6 (17.14%) DevOps
7 5 (14.29%) Data Architecture
7 5 (14.29%) Data Science
7 5 (14.29%) Data Strategy
7 5 (14.29%) Data Transformation
7 5 (14.29%) Migration
8 4 (11.43%) Data Extraction
8 4 (11.43%) Data Management
8 4 (11.43%) Data Modelling
8 4 (11.43%) ITIL
8 4 (11.43%) Kanban
8 4 (11.43%) Scrum
9 3 (8.57%) Performance Tuning
Programming Languages
1 25 (71.43%) SQL
2 9 (25.71%) Data Analysis Expressions (DAX)
2 9 (25.71%) T-SQL
3 6 (17.14%) R
4 5 (14.29%) Python
5 1 (2.86%) Bash Shell
5 1 (2.86%) C#
5 1 (2.86%) PL/SQL
5 1 (2.86%) PowerShell
5 1 (2.86%) VBA
Qualifications
1 1 (2.86%) Degree
Quality Assurance & Compliance
1 4 (11.43%) GDPR
2 2 (5.71%) Data Quality
System Software
1 1 (2.86%) VMware Infrastructure
Systems Management
1 1 (2.86%) Ansible
1 1 (2.86%) Failover Clustering
1 1 (2.86%) Opscode Chef
1 1 (2.86%) Puppet
1 1 (2.86%) Terraform
Vendors
1 17 (48.57%) Microsoft
2 8 (22.86%) Oracle
3 4 (11.43%) Informatica
3 4 (11.43%) SAP
4 3 (8.57%) Birst
4 3 (8.57%) SnapLogic
5 1 (2.86%) Databricks
5 1 (2.86%) ServiceNow
5 1 (2.86%) VMware