Period
to 11 July 2020

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 11 July 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East Midlands
6 months to
11 Jul 2020
Same period 2019 Same period 2018
Rank 63 86 70
Rank change year-on-year +23 -16 +16
Permanent jobs citing Data Warehouse 72 134 205
As % of all permanent jobs advertised in the East Midlands 3.60% 3.25% 3.92%
As % of the Database & Business Intelligence category 13.14% 10.44% 11.23%
Number of salaries quoted 70 118 189
Median annual salary £41,250 £43,750 £43,500
Median salary % change year-on-year -5.71% +0.57% -3.33%
10th Percentile £28,750 £27,493 £29,911
90th Percentile £75,125 £57,500 £90,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

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 East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 548 1,283 1,826
As % of all permanent IT jobs advertised in the East Midlands 27.41% 31.11% 34.93%
Number of salaries quoted 470 1,041 1,590
Median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +6.25%
10th Percentile £27,500 £26,875 £26,975
90th Percentile £66,375 £65,000 £60,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Data Warehouse
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Data Warehouse in the East Midlands

Data Warehouse
Salary Trend in the East Midlands

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

Salary trend for Data Warehouse in the East Midlands

Data Warehouse
Salary Histogram in the East Midlands

Salary distribution for jobs citing Data Warehouse in the East Midlands over the 6 months to 11 July 2020.

Salary histogram for Data Warehouse in the East Midlands

Data Warehouse
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the East Midlands region over the 6 months to 11 July 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
Nottinghamshire +32 22 £70,000 +59.09% 1
Northamptonshire -5 18 £42,500 -5.56%
Leicestershire +35 16 £35,000 -6.67% 1
Lincolnshire +16 10 £32,500 +5.72%
Derbyshire +9 6 £46,654 +43.55% 1
Data Warehouse
England

For the 6 months to 11 July 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 East Midlands region with a requirement for Data Warehouse.

1 48 (66.67%) Business Intelligence
2 47 (65.28%) SQL
3 40 (55.56%) Azure
4 39 (54.17%) SQL Server
5 34 (47.22%) SQL Server Integration Services
6 26 (36.11%) Power BI
6 26 (36.11%) Power Platform
7 23 (31.94%) SQL Server Reporting Services
7 23 (31.94%) ETL
8 22 (30.56%) Data Modelling
8 22 (30.56%) Problem-Solving
8 22 (30.56%) AWS
9 21 (29.17%) Oracle
9 21 (29.17%) Agile Software Development
9 21 (29.17%) SQL Server Analysis Services
10 19 (26.39%) Analytics
11 17 (23.61%) Data Analysis Expressions (DAX)
11 17 (23.61%) T-SQL
11 17 (23.61%) Finance
12 16 (22.22%) Analytical Skills
13 15 (20.83%) Python
14 14 (19.44%) Microsoft
14 14 (19.44%) NoSQL
15 13 (18.06%) Data Governance
15 13 (18.06%) Data Structures
15 13 (18.06%) Azure Data Factory
15 13 (18.06%) Data Management
16 12 (16.67%) Microsoft Analysis Services
16 12 (16.67%) Azure SQL Database
17 11 (15.28%) Big Data

Data Warehouse
Co-occurring IT Skills in the East Midlands 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 6 (8.33%) Apache Spark
2 4 (5.56%) Elasticsearch
2 4 (5.56%) nginx
2 4 (5.56%) Tomcat
3 2 (2.78%) Apache
3 2 (2.78%) Apache Synapse
4 1 (1.39%) SharePoint
Business Applications
1 4 (5.56%) Eikon
2 1 (1.39%) Dynamics AX
2 1 (1.39%) NetSuite
2 1 (1.39%) SAP BPC
Cloud Services
1 40 (55.56%) Azure
2 26 (36.11%) Power Platform
3 22 (30.56%) AWS
4 13 (18.06%) Azure Data Factory
5 11 (15.28%) GCP
6 4 (5.56%) Amazon EC2
6 4 (5.56%) Amazon ECS
6 4 (5.56%) Amazon EKS
6 4 (5.56%) Amazon S3
6 4 (5.56%) AWS Lambda
6 4 (5.56%) SaaS
6 4 (5.56%) Serverless
7 1 (1.39%) Dynamics 365
Database & Business Intelligence
1 39 (54.17%) SQL Server
2 34 (47.22%) SQL Server Integration Services
3 26 (36.11%) Power BI
4 23 (31.94%) SQL Server Reporting Services
5 21 (29.17%) SQL Server Analysis Services
6 14 (19.44%) NoSQL
7 12 (16.67%) Azure SQL Database
7 12 (16.67%) Microsoft Analysis Services
8 11 (15.28%) Big Data
9 10 (13.89%) Hadoop
10 9 (12.50%) OLTP
10 9 (12.50%) Snowflake Schema
11 8 (11.11%) Azure SQL Data Warehouse
12 6 (8.33%) OLAP
13 5 (6.94%) Amazon Redshift
13 5 (6.94%) BigQuery
13 5 (6.94%) Data Lake
13 5 (6.94%) Relational Database
14 4 (5.56%) HBase
14 4 (5.56%) Oracle BI Publisher
Development Applications
1 9 (12.50%) ERwin
1 9 (12.50%) PowerDesigner
2 7 (9.72%) Git (software)
3 6 (8.33%) ER Studio
3 6 (8.33%) JIRA
4 4 (5.56%) Oracle Forms
5 3 (4.17%) Jenkins
6 1 (1.39%) Liquibase
6 1 (1.39%) Selenium
6 1 (1.39%) Team Foundation Server
6 1 (1.39%) Visual Studio
General
1 17 (23.61%) Finance
2 8 (11.11%) Retail
3 5 (6.94%) Marketing
4 3 (4.17%) Banking
5 2 (2.78%) Police
6 1 (1.39%) Advertising
6 1 (1.39%) Law
6 1 (1.39%) Public Sector
Job Titles
1 36 (50.00%) Developer
2 29 (40.28%) Business Intelligence Developer
3 10 (13.89%) Architect
3 10 (13.89%) Business Developer
4 9 (12.50%) Data Architect
5 7 (9.72%) Analyst
6 6 (8.33%) Data Analyst
6 6 (8.33%) Data Engineer
6 6 (8.33%) Data Modeller
7 5 (6.94%) SQL Developer
8 4 (5.56%) Senior Architect
8 4 (5.56%) Senior Data Architect
8 4 (5.56%) Solutions Architect
9 3 (4.17%) Analyst Programmer
9 3 (4.17%) Data Programmer
9 3 (4.17%) Programmer
9 3 (4.17%) Senior Solutions Architect
10 2 (2.78%) Business Intelligence Analyst
10 2 (2.78%) Business Intelligence Manager
10 2 (2.78%) Data Manager
Libraries, Frameworks & Software Standards
1 9 (12.50%) JSON
2 8 (11.11%) Kafka
3 5 (6.94%) .NET
4 4 (5.56%) Apache Avro
4 4 (5.56%) GraphQL
4 4 (5.56%) REST
4 4 (5.56%) SOAP
4 4 (5.56%) Web Services
5 3 (4.17%) ASP.NET
5 3 (4.17%) FIX Protocol
5 3 (4.17%) WinForms
5 3 (4.17%) XML
6 1 (1.39%) MDX
6 1 (1.39%) React
6 1 (1.39%) SAP MI
Miscellaneous
1 16 (22.22%) Analytical Skills
2 13 (18.06%) Data Structures
3 4 (5.56%) Cloud Native
3 4 (5.56%) Replication
3 4 (5.56%) Self-Motivation
4 3 (4.17%) Management Information System
4 3 (4.17%) Reference Data
Operating Systems
1 1 (1.39%) Linux
1 1 (1.39%) Unix
Processes & Methodologies
1 48 (66.67%) Business Intelligence
2 23 (31.94%) ETL
3 22 (30.56%) Data Modelling
3 22 (30.56%) Problem-Solving
4 21 (29.17%) Agile Software Development
5 19 (26.39%) Analytics
6 13 (18.06%) Data Governance
6 13 (18.06%) Data Management
7 11 (15.28%) Data Architecture
7 11 (15.28%) IT Strategy
8 10 (13.89%) Data Analysis
9 9 (12.50%) Data Integration
9 9 (12.50%) Metadata Management
10 8 (11.11%) DevOps
10 8 (11.11%) Logical Data Model
11 7 (9.72%) Physical Data Model
11 7 (9.72%) Scrum
11 7 (9.72%) SDLC
11 7 (9.72%) Stakeholder Management
12 6 (8.33%) Test Automation
Programming Languages
1 47 (65.28%) SQL
2 17 (23.61%) Data Analysis Expressions (DAX)
2 17 (23.61%) T-SQL
3 15 (20.83%) Python
4 8 (11.11%) PL/SQL
5 5 (6.94%) C#
5 5 (6.94%) Java
6 3 (4.17%) VB.NET
7 2 (2.78%) R
7 2 (2.78%) VBA
8 1 (1.39%) C
8 1 (1.39%) C++
8 1 (1.39%) PowerShell
8 1 (1.39%) TypeScript
8 1 (1.39%) VB
Qualifications
1 11 (15.28%) Degree
2 9 (12.50%) Master's Degree
3 4 (5.56%) Computer Science Degree
4 3 (4.17%) AWS Certification
4 3 (4.17%) Microsoft Certification
Quality Assurance & Compliance
1 8 (11.11%) Data Quality
2 4 (5.56%) QA
System Software
1 4 (5.56%) Varnish
2 1 (1.39%) Apache Flume
Vendors
1 21 (29.17%) Oracle
2 14 (19.44%) Microsoft
3 10 (13.89%) Google
4 7 (9.72%) Tableau
5 6 (8.33%) Atlassian
5 6 (8.33%) Teradata
6 3 (4.17%) Databricks
7 1 (1.39%) Cognos
7 1 (1.39%) JD Edwards
7 1 (1.39%) MicroStrategy
7 1 (1.39%) SAP
7 1 (1.39%) SnapLogic