Period
to 30 October 2020

The following table provides summary statistics for permanent job vacancies advertised in the North of England 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 30 October 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > North of England
6 months to
30 Oct 2020
Same period 2019 Same period 2018
Rank 95 105 123
Rank change year-on-year +10 +18 -28
Permanent jobs citing Data Warehouse 225 541 582
As % of all permanent jobs advertised in the North of England 2.95% 2.99% 2.69%
As % of the Database & Business Intelligence category 10.25% 11.54% 9.41%
Number of salaries quoted 221 498 541
Median annual salary £52,000 £45,412 £45,000
Median salary % change year-on-year +14.51% +0.92% -
10th Percentile £37,500 £32,275 £31,000
90th Percentile £62,500 £70,000 £67,500
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +7.32%

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 of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North of England
Permanent vacancies with a requirement for database or business intelligence skills 2,195 4,687 6,185
As % of all permanent IT jobs advertised in the North of England 28.80% 25.87% 28.63%
Number of salaries quoted 1,946 3,890 5,266
Median annual salary £47,500 £45,000 £43,500
Median salary % change year-on-year +5.56% +3.45% +2.35%
10th Percentile £32,500 £28,750 £27,500
90th Percentile £67,500 £65,000 £65,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Data Warehouse
Job Vacancy Trend in the North of England

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

Job vacancy trend for Data Warehouse in the North of England

Data Warehouse
Salary Trend in the North of England

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

Salary trend for Data Warehouse in the North of England

Data Warehouse
Salary Histogram in the North of England

Salary distribution for jobs citing Data Warehouse in the North of England over the 6 months to 30 October 2020.

Salary histogram for Data Warehouse in the North of England

Data Warehouse
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 Warehouse within the North of England region over the 6 months to 30 October 2020. 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
North West +24 151 £55,000 +15.79% 38
Yorkshire +30 68 £47,500 +5.56% 10
North East -20 6 £38,500 -15.22% 7
Data Warehouse
England

For the 6 months to 30 October 2020, 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 of England region with a requirement for Data Warehouse.

1 158 (70.22%) SQL
2 135 (60.00%) Business Intelligence
3 112 (49.78%) ETL
4 79 (35.11%) SQL Server
5 78 (34.67%) Azure
5 78 (34.67%) Power BI
5 78 (34.67%) Power Platform
6 74 (32.89%) SQL Server Integration Services
7 73 (32.44%) Microsoft
8 69 (30.67%) Data Modelling
9 57 (25.33%) Agile Software Development
10 54 (24.00%) Python
11 49 (21.78%) Analytics
12 47 (20.89%) SQL Server Reporting Services
13 42 (18.67%) Data Lake
14 39 (17.33%) AWS
14 39 (17.33%) Visualisation
15 33 (14.67%) SQL Server Analysis Services
15 33 (14.67%) Analytical Skills
16 32 (14.22%) Data Engineering
16 32 (14.22%) Azure SQL Database
16 32 (14.22%) Azure SQL Data Warehouse
17 30 (13.33%) T-SQL
17 30 (13.33%) Data Quality
18 27 (12.00%) Software Engineering
19 25 (11.11%) Management Information System
20 24 (10.67%) .NET
20 24 (10.67%) SDLC
21 23 (10.22%) Tableau
22 22 (9.78%) Snowflake Schema

Data Warehouse
Co-occurring IT Skills in the North of England 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 13 (5.78%) Apache Spark
2 7 (3.11%) Apache
3 2 (0.89%) Elasticsearch
3 2 (0.89%) SAS
4 1 (0.44%) OpenStack
4 1 (0.44%) SharePoint
Applications
1 15 (6.67%) Microsoft Excel
2 4 (1.78%) MS Visio
3 2 (0.89%) Chatbot
Business Applications
1 3 (1.33%) Teamcenter
2 2 (0.89%) SAP APO
2 2 (0.89%) SAP SCM
3 1 (0.44%) Dynamics AX
Cloud Services
1 78 (34.67%) Azure
1 78 (34.67%) Power Platform
2 39 (17.33%) AWS
3 19 (8.44%) GCP
4 9 (4.00%) Azure Data Factory
5 4 (1.78%) Serverless
6 3 (1.33%) Amazon SageMaker
7 2 (0.89%) Amazon S3
7 2 (0.89%) AWS Lambda
7 2 (0.89%) SaaS
8 1 (0.44%) Amazon Kinesis
8 1 (0.44%) Azure Active Directory
8 1 (0.44%) Azure Functions
8 1 (0.44%) Azure Stack
8 1 (0.44%) Cloud Computing
8 1 (0.44%) Google Analytics
8 1 (0.44%) IaaS
8 1 (0.44%) Logic Apps
8 1 (0.44%) PaaS
Communications & Networking
1 2 (0.89%) DNS
1 2 (0.89%) Firewall
1 2 (0.89%) Internet
1 2 (0.89%) Network Security
1 2 (0.89%) Software-Defined Networking
2 1 (0.44%) WebEx
Database & Business Intelligence
1 79 (35.11%) SQL Server
2 78 (34.67%) Power BI
3 74 (32.89%) SQL Server Integration Services
4 47 (20.89%) SQL Server Reporting Services
5 42 (18.67%) Data Lake
6 33 (14.67%) SQL Server Analysis Services
7 32 (14.22%) Azure SQL Data Warehouse
7 32 (14.22%) Azure SQL Database
8 23 (10.22%) Tableau
9 22 (9.78%) Snowflake Schema
10 17 (7.56%) Amazon Redshift
11 14 (6.22%) BusinessObjects
12 13 (5.78%) Big Data
12 13 (5.78%) BigQuery
12 13 (5.78%) Microsoft Analysis Services
13 11 (4.89%) NoSQL
14 10 (4.44%) CloverETL
15 8 (3.56%) MySQL
15 8 (3.56%) QlikView
16 7 (3.11%) Spark SQL
Development Applications
1 4 (1.78%) SQL Server Management Studio (SSMS)
2 3 (1.33%) Cucumber
2 3 (1.33%) JIRA
2 3 (1.33%) Selenium
2 3 (1.33%) SpecFlow
3 2 (0.89%) ERwin
3 2 (0.89%) Jenkins
3 2 (0.89%) Team Foundation Server
4 1 (0.44%) Git (software)
4 1 (0.44%) Visual Studio
General
1 20 (8.89%) Finance
2 19 (8.44%) Retail
3 12 (5.33%) Marketing
4 6 (2.67%) Local Government
5 4 (1.78%) Law
5 4 (1.78%) Manufacturing
6 3 (1.33%) Electronics
6 3 (1.33%) Public Sector
6 3 (1.33%) Social Housing
6 3 (1.33%) Telecoms
7 2 (0.89%) Digital Economy
8 1 (0.44%) Advertising
8 1 (0.44%) Housing Association
Job Titles
1 76 (33.78%) Developer
2 48 (21.33%) Data Engineer
3 39 (17.33%) Business Intelligence Developer
4 32 (14.22%) Analyst
5 19 (8.44%) Architect
6 16 (7.11%) Business Intelligence Analyst
6 16 (7.11%) Data Architect
7 14 (6.22%) SQL Developer
8 12 (5.33%) Business Systems Analyst
8 12 (5.33%) Systems Analyst
9 11 (4.89%) Business Developer
9 11 (4.89%) Data Analyst
9 11 (4.89%) Data Warehouse Developer
10 9 (4.00%) Lead Developer
11 8 (3.56%) Business Analyst
11 8 (3.56%) Designer
11 8 (3.56%) Senior Developer
12 7 (3.11%) Business Intelligence Lead
12 7 (3.11%) Front End Developer (Client-Side Developer)
12 7 (3.11%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 24 (10.67%) .NET
2 11 (4.89%) Kafka
3 10 (4.44%) AngularJS
4 9 (4.00%) CSS
4 9 (4.00%) HTML
4 9 (4.00%) HTML5
4 9 (4.00%) React
5 8 (3.56%) .NET Core
6 7 (3.11%) PySpark
7 5 (2.22%) .NET Framework
8 3 (1.33%) ggplot2
8 3 (1.33%) Gherkin
8 3 (1.33%) REST
8 3 (1.33%) SOAP
8 3 (1.33%) Spring
8 3 (1.33%) Spring Boot
8 3 (1.33%) Spring MVC
9 2 (0.89%) CSS3
9 2 (0.89%) KnockoutJS
9 2 (0.89%) Laravel
Miscellaneous
1 33 (14.67%) Analytical Skills
2 25 (11.11%) Management Information System
3 14 (6.22%) User Experience
4 7 (3.11%) Data Structures
5 6 (2.67%) Greenfield Project
6 5 (2.22%) Embedded Systems
6 5 (2.22%) NHS
7 4 (1.78%) Self-Motivation
8 3 (1.33%) Driving Licence
8 3 (1.33%) Enterprise Software
9 2 (0.89%) CCTV
9 2 (0.89%) Internet of Things
9 2 (0.89%) Mobile App
9 2 (0.89%) Private Cloud
10 1 (0.44%) Analytical Mindset
10 1 (0.44%) Hybrid Cloud
10 1 (0.44%) Reinsurance
10 1 (0.44%) Video Conferencing
10 1 (0.44%) Wiki
Operating Systems
1 15 (6.67%) Linux
2 5 (2.22%) Android
2 5 (2.22%) Apple iOS
3 4 (1.78%) Windows
4 3 (1.33%) Windows Server
Processes & Methodologies
1 135 (60.00%) Business Intelligence
2 112 (49.78%) ETL
3 69 (30.67%) Data Modelling
4 57 (25.33%) Agile Software Development
5 49 (21.78%) Analytics
6 39 (17.33%) Visualisation
7 32 (14.22%) Data Engineering
8 27 (12.00%) Software Engineering
9 24 (10.67%) SDLC
10 22 (9.78%) Stakeholder Management
11 21 (9.33%) Data Integration
11 21 (9.33%) Data Management
11 21 (9.33%) Problem-Solving
12 18 (8.00%) Computer Science
12 18 (8.00%) Machine Learning
12 18 (8.00%) Project Management
13 16 (7.11%) Dimensional Modelling
13 16 (7.11%) Scrum
13 16 (7.11%) Unit Testing
13 16 (7.11%) Use Case
Programming Languages
1 158 (70.22%) SQL
2 54 (24.00%) Python
3 30 (13.33%) T-SQL
4 21 (9.33%) Java
5 18 (8.00%) R
6 12 (5.33%) C#
7 11 (4.89%) JavaScript
8 6 (2.67%) VBA
9 5 (2.22%) Data Analysis Expressions (DAX)
10 4 (1.78%) PowerShell
11 3 (1.33%) Scala
12 2 (0.89%) PHP
13 1 (0.44%) Bash Shell
13 1 (0.44%) Julia
13 1 (0.44%) U-SQL
Qualifications
1 21 (9.33%) Degree
2 8 (3.56%) Microsoft Certification
3 7 (3.11%) Computer Science Degree
4 3 (1.33%) VMware Certified Professional (VCP)
5 1 (0.44%) AWS Certification
5 1 (0.44%) MCSA
Quality Assurance & Compliance
1 30 (13.33%) Data Quality
2 20 (8.89%) QA
3 2 (0.89%) SLA
4 1 (0.44%) PMO
System Software
1 3 (1.33%) Docker
1 3 (1.33%) VMware Infrastructure
2 2 (0.89%) Terminal Services
3 1 (0.44%) Active Directory
Systems Management
1 1 (0.44%) Ansible
1 1 (0.44%) Kubernetes
1 1 (0.44%) Terraform
Vendors
1 73 (32.44%) Microsoft
2 17 (7.56%) SAP
3 14 (6.22%) Google
4 10 (4.44%) Oracle
5 9 (4.00%) Databricks
6 7 (3.11%) Vertica
7 6 (2.67%) Cognos
8 4 (1.78%) Alteryx
9 3 (1.33%) VMware
10 2 (0.89%) Informatica
10 2 (0.89%) MuleSoft
11 1 (0.44%) Ab Initio
11 1 (0.44%) Confluent
11 1 (0.44%) Sage
11 1 (0.44%) SnapLogic
11 1 (0.44%) Talend
11 1 (0.44%) Teradata
11 1 (0.44%) Workday