Period
to 18 July 2019

The following table provides summary statistics for contract job vacancies advertised in Berkshire with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 18 July 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
South East > Berkshire
6 months to
18 Jul 2019
Same period 2018 Same period 2017
Rank 108 95 54
Rank change year-on-year -13 -41 +44
Contract jobs citing Data Warehouse 66 75 99
As % of all contract IT jobs advertised in Berkshire 1.54% 1.89% 2.64%
As % of the Database & Business Intelligence category 10.14% 10.55% 15.49%
Number of daily rates quoted 43 43 57
Berkshire median daily rate £475 £443 £438
Median daily rate % change year-on-year +7.34% +1.14% +9.38%
10th Percentile £406 £330 £305
90th Percentile £579 £625 £535
South East median daily rate £450 £464 £425
% change year-on-year -2.96% +9.12% +0.59%
Number of hourly rates quoted 3 0 0
Berkshire median hourly rate £72.50 - -
South East median hourly rate £45.91 £21.50 -
% change year-on-year +113.51% - -

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 contract job vacancies advertised in Berkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Berkshire
Contract vacancies with a requirement for database or business intelligence skills 651 711 639
As % of all contract IT jobs advertised in Berkshire 15.22% 17.90% 17.02%
Number of daily rates quoted 378 412 349
Berkshire median daily rate £450 £425 £418
Median daily rate % change year-on-year +5.88% +1.80% +0.60%
10th Percentile £276 £325 £300
90th Percentile £596 £588 £550
South East median daily rate £450 £438 £413
% change year-on-year +2.86% +6.06% +5.77%
Number of hourly rates quoted 20 12 35
Berkshire median hourly rate £47.85 £44.75 £9.50
Median hourly rate % change year-on-year +6.92% +371.05% -
10th Percentile £29.19 £11.05 £9.25
90th Percentile £73.75 £57.00 £47.80
South East median hourly rate £47.69 £40.50 £19.00
% change year-on-year +17.75% +113.16% -50.00%

Data Warehouse
Job Vacancy Trend in Berkshire

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Data Warehouse in Berkshire

Data Warehouse
Contractor Daily Rate Trend in Berkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Warehouse in Berkshire.

Contractor daily rate trend for Data Warehouse in Berkshire

Data Warehouse
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Warehouse in Berkshire over the 6 months to 18 July 2019.

Contractor daily rate histogram for Data Warehouse in Berkshire

Data Warehouse
Contractor Hourly Rate Trend in Berkshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Warehouse in Berkshire.

Contractor hourly rate trend for Data Warehouse in Berkshire

Data Warehouse
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the Berkshire region over the 6 months to 18 July 2019. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading -18 17 £513 +10.81% 5
Windsor - 7 £429 - 1
Slough -4 4 £656 +54.41% 3
Bracknell -17 2 £550 +39.24% 2
Newbury -21 2 £506 +44.64% 2
Maidenhead - 2 £500 - 1
Data Warehouse
South East

For the 6 months to 18 July 2019, IT contractor 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 contract job ads across the Berkshire region with a requirement for Data Warehouse.

1 44 (66.67%) Business Intelligence
2 38 (57.58%) SQL
3 29 (43.94%) Microsoft Azure
4 27 (40.91%) Power BI
4 27 (40.91%) Power Platform
4 27 (40.91%) Data Modelling
5 21 (31.82%) ETL
5 21 (31.82%) SQL Server Integration Services
6 20 (30.30%) SQL Server
7 19 (28.79%) Microsoft
8 17 (25.76%) Telecoms
9 16 (24.24%) Data Lake
10 14 (21.21%) Analytics
10 14 (21.21%) Agile Software Development
11 12 (18.18%) Migration
11 12 (18.18%) PaaS
12 11 (16.67%) SQL Server Reporting Services
13 10 (15.15%) Data Migration
13 10 (15.15%) Data Quality
13 10 (15.15%) DevOps
13 10 (15.15%) Logical Data Model
14 9 (13.64%) iPaaS
14 9 (13.64%) Tableau
14 9 (13.64%) Data Governance
14 9 (13.64%) T-SQL
14 9 (13.64%) SQL Server Analysis Services
15 8 (12.12%) C#
15 8 (12.12%) .NET
15 8 (12.12%) Informatica
15 8 (12.12%) Finance

Data Warehouse
Co-occurring IT Skills in Berkshire 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 4 (6.06%) SAS
Applications
1 1 (1.52%) Microsoft Excel
Cloud Services
1 29 (43.94%) Microsoft Azure
2 27 (40.91%) Power Platform
3 12 (18.18%) PaaS
4 9 (13.64%) iPaaS
5 7 (10.61%) Serverless
6 6 (9.09%) Amazon AWS
6 6 (9.09%) IaaS
6 6 (9.09%) SaaS
7 5 (7.58%) Azure Data Factory
8 2 (3.03%) Amazon S3
8 2 (3.03%) Data Lake Analytics
9 1 (1.52%) Amazon EMR
9 1 (1.52%) Azure Functions
9 1 (1.52%) Dynamics 365
Database & Business Intelligence
1 27 (40.91%) Power BI
2 21 (31.82%) SQL Server Integration Services
3 20 (30.30%) SQL Server
4 16 (24.24%) Data Lake
5 11 (16.67%) SQL Server Reporting Services
6 9 (13.64%) SQL Server Analysis Services
7 8 (12.12%) Azure SQL Database
7 8 (12.12%) Hadoop
8 6 (9.09%) Azure SQL Data Warehouse
8 6 (9.09%) Cosmos DB
8 6 (9.09%) Data Mart
9 5 (7.58%) DB2
9 5 (7.58%) Microsoft Analysis Services
9 5 (7.58%) Snowflake Schema
10 4 (6.06%) Big Data
10 4 (6.06%) SQL Server 2008
10 4 (6.06%) SQL Server 2012
11 3 (4.55%) Apache Hive
11 3 (4.55%) HDInsight
11 3 (4.55%) SSDT
Development Applications
1 5 (7.58%) Visual Studio Team System
2 3 (4.55%) Visual Studio
3 1 (1.52%) ERwin
3 1 (1.52%) Team Foundation Server
General
1 17 (25.76%) Telecoms
2 8 (12.12%) Finance
3 5 (7.58%) Retail
4 4 (6.06%) Banking
5 3 (4.55%) Manufacturing
6 1 (1.52%) Billing
6 1 (1.52%) Pharmaceutical
Job Titles
1 22 (33.33%) Developer
2 10 (15.15%) Architect
3 8 (12.12%) Analyst
4 7 (10.61%) Business Intelligence Analyst
4 7 (10.61%) Business Intelligence Developer
5 6 (9.09%) Integration Architect
5 6 (9.09%) SSIS Developer
6 5 (7.58%) .NET Developer
6 5 (7.58%) Data Architect
6 5 (7.58%) SSRS Developer
7 4 (6.06%) Azure DevOps
7 4 (6.06%) Azure DevOps Engineer
7 4 (6.06%) Azure Engineer
7 4 (6.06%) DevOps Engineer
7 4 (6.06%) Field Engineer
7 4 (6.06%) Senior Data Warehouse Specialist
7 4 (6.06%) SSAS Developer
7 4 (6.06%) WinForms Developer
8 3 (4.55%) Designer
8 3 (4.55%) MicroStrategy Specialist
Libraries, Frameworks & Software Standards
1 8 (12.12%) .NET
2 6 (9.09%) REST
2 6 (9.09%) SOAP
3 5 (7.58%) ASP.NET Web API
3 5 (7.58%) WCF
3 5 (7.58%) WinForms
4 4 (6.06%) Velocity
5 1 (1.52%) Classic ASP
5 1 (1.52%) Middleware
Miscellaneous
1 7 (10.61%) Analytical Skills
2 4 (6.06%) Management Information System
3 3 (4.55%) Greenfield Project
3 3 (4.55%) Private Cloud
4 1 (1.52%) Clustering
4 1 (1.52%) Enterprise Software
4 1 (1.52%) FMCG
4 1 (1.52%) Reference Data
4 1 (1.52%) Smart Meter
Operating Systems
1 1 (1.52%) Windows
1 1 (1.52%) Windows Server 2008
1 1 (1.52%) Windows Server 2012
Processes & Methodologies
1 44 (66.67%) Business Intelligence
2 27 (40.91%) Data Modelling
3 21 (31.82%) ETL
4 14 (21.21%) Agile Software Development
4 14 (21.21%) Analytics
5 12 (18.18%) Migration
6 10 (15.15%) Data Migration
6 10 (15.15%) DevOps
6 10 (15.15%) Logical Data Model
7 9 (13.64%) Data Governance
8 8 (12.12%) Master Data Management
9 7 (10.61%) Data Integration
9 7 (10.61%) Data Stewardship
9 7 (10.61%) Information Management
9 7 (10.61%) Problem-Solving
9 7 (10.61%) Quality Management
10 6 (9.09%) API Design
10 6 (9.09%) Data Analysis
10 6 (9.09%) High Availability
10 6 (9.09%) Machine Learning
Programming Languages
1 38 (57.58%) SQL
2 9 (13.64%) T-SQL
3 8 (12.12%) C#
4 7 (10.61%) VBA
5 6 (9.09%) VB.NET
6 5 (7.58%) PowerShell
7 4 (6.06%) Python
7 4 (6.06%) R
8 2 (3.03%) Data Analysis Expressions (DAX)
9 1 (1.52%) ABAP
9 1 (1.52%) C++
9 1 (1.52%) JavaScript
9 1 (1.52%) PL/SQL
9 1 (1.52%) VB
Qualifications
1 7 (10.61%) Degree
1 7 (10.61%) SC Cleared
1 7 (10.61%) Security Cleared
2 1 (1.52%) DV Cleared
Quality Assurance & Compliance
1 10 (15.15%) Data Quality
2 1 (1.52%) PMO
Systems Management
1 1 (1.52%) Microsoft Clustering
Vendors
1 19 (28.79%) Microsoft
2 9 (13.64%) Tableau
3 8 (12.12%) Databricks
3 8 (12.12%) Informatica
4 4 (6.06%) MicroStrategy
4 4 (6.06%) Oracle
5 3 (4.55%) SAP
5 3 (4.55%) SnapLogic
5 3 (4.55%) TIBCO
6 2 (3.03%) JD Edwards
6 2 (3.03%) Talend
6 2 (3.03%) Teradata
7 1 (1.52%) Cloudera
7 1 (1.52%) IBM