Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 25 August 2019

The following table provides summary statistics for contract job vacancies advertised in the South East 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 25 August 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
England > South East
6 months to
25 Aug 2019		 Same period 2018 Same period 2017
Rank 108 128 88
Rank change year-on-year +20 -40 +13
Contract jobs citing Data Warehouse 311 337 396
As % of all contract IT jobs advertised in the South East 2.15% 2.02% 2.46%
As % of the Database & Business Intelligence category 11.38% 9.41% 11.34%
Number of daily rates quoted 194 214 281
South East median daily rate £450 £463 £425
Median daily rate % change year-on-year -2.70% +8.82% +3.03%
10th Percentile £325 £325 £288
90th Percentile £634 £588 £550
England median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +2.86%
Number of hourly rates quoted 9 1 1
South East median hourly rate £19.31 £25.00 £29.50
Median hourly rate % change year-on-year -22.76% -15.25% -42.72%
10th Percentile £18.00 £22.50 £27.75
90th Percentile £73.75 £27.50 £31.25
England median hourly rate £30.00 £26.50 £26.00
% change year-on-year +13.21% +1.92% +13.04%

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 the South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Contract vacancies with a requirement for database or business intelligence skills 2,734 3,581 3,491
As % of all contract IT jobs advertised in the South East 18.87% 21.45% 21.65%
Number of daily rates quoted 1,678 2,252 2,122
South East median daily rate £450 £438 £408
Median daily rate % change year-on-year +2.86% +7.36% +1.88%
10th Percentile £300 £313 £278
90th Percentile £600 £575 £538
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 77 56 72
South East median hourly rate £47.50 £40.00 £22.33
Median hourly rate % change year-on-year +18.75% +79.13% -37.10%
10th Percentile £16.89 £12.63 £9.25
90th Percentile £72.50 £55.00 £49.88
England median hourly rate £35.00 £30.00 £30.00
% change year-on-year +16.67% - +5.26%

Data Warehouse
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Warehouse in the South East

Data Warehouse
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Data Warehouse in the South East

Data Warehouse
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Data Warehouse in the South East over the 6 months to 25 August 2019.

Contractor daily rate histogram for Data Warehouse in the South East

Data Warehouse
Contractor Hourly Rate Trend in the South East

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

Contractor hourly rate trend for Data Warehouse in the South East

Data Warehouse
Contractor Hourly Rate Histogram in the South East

The hourly rate distribution of IT jobs citing Data Warehouse in the South East over the 6 months to 25 August 2019.

Contractor hourly rate histogram for Data Warehouse in the South East

Data Warehouse
Contract Job Locations in the South East

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 South East region over the 6 months to 25 August 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
Thames Valley -12 108 £460 -0.54% 34
Hampshire +35 82 £485 -1.77% 16
Berkshire -18 63 £475 +7.95% 17
Surrey +26 56 £450 -5.26% 4
Buckinghamshire -1 32 £400 -13.51% 13
East Sussex +9 29 £475 +6.15% 2
West Sussex +17 26 £365 -20.22% 3
Oxfordshire +28 13 £650 +30.00% 4
Kent -9 4 £330 -4.35% 5
Middlesex +9 3 £338 +22.73%
Data Warehouse
England

For the 6 months to 25 August 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 South East region with a requirement for Data Warehouse.

1 204 (65.59%) SQL
2 159 (51.13%) Business Intelligence
3 113 (36.33%) ETL
4 102 (32.80%) SQL Server
5 96 (30.87%) SQL Server Integration Services
6 87 (27.97%) Data Modelling
7 80 (25.72%) Azure
8 79 (25.40%) Agile Software Development
9 78 (25.08%) Oracle
10 76 (24.44%) Microsoft
11 64 (20.58%) Power BI
11 64 (20.58%) Power Platform
12 61 (19.61%) Data Lake
13 55 (17.68%) Big Data
14 54 (17.36%) Analytics
14 54 (17.36%) Relational Database
15 48 (15.43%) C#
16 47 (15.11%) Data Quality
17 45 (14.47%) Performance Tuning
18 44 (14.15%) T-SQL
19 43 (13.83%) AWS
19 43 (13.83%) Data Integration
20 42 (13.50%) SC Cleared
20 42 (13.50%) Security Cleared
20 42 (13.50%) PL/SQL
20 42 (13.50%) SQL Server Reporting Services
21 41 (13.18%) Data Analysis
22 40 (12.86%) Migration
23 39 (12.54%) Finance
23 39 (12.54%) SQL Server Analysis Services

Data Warehouse
Co-occurring IT Skills in the South 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 19 (6.11%) Apache Spark
2 11 (3.54%) SAS
3 8 (2.57%) Apache Airflow
3 8 (2.57%) Luigi
4 4 (1.29%) Apache
5 3 (0.96%) SharePoint
6 1 (0.32%) Apache Solr
6 1 (0.32%) Cloud Foundry
6 1 (0.32%) CMS
6 1 (0.32%) Elasticsearch
6 1 (0.32%) MS Project Server
6 1 (0.32%) SharePoint 2013
Applications
1 29 (9.32%) Microsoft Excel
2 13 (4.18%) Microsoft PowerPoint
3 4 (1.29%) Microsoft Office
3 4 (1.29%) MS Visio
4 1 (0.32%) Microsoft Project
Business Applications
1 9 (2.89%) Oracle EBS
1 9 (2.89%) Oracle EBS R12
2 7 (2.25%) Oracle Applications
3 6 (1.93%) Markit EDM
4 4 (1.29%) Dynamics CRM
5 1 (0.32%) HFM
5 1 (0.32%) Oracle CRM
5 1 (0.32%) Primavera
5 1 (0.32%) Scribe Insight
5 1 (0.32%) Sparx Enterprise Architect
5 1 (0.32%) Unit4 Business World
Cloud Services
1 80 (25.72%) Azure
2 64 (20.58%) Power Platform
3 43 (13.83%) AWS
4 33 (10.61%) PaaS
5 25 (8.04%) Azure Data Factory
6 19 (6.11%) Amazon S3
7 18 (5.79%) Amazon EC2
8 17 (5.47%) Amazon EMR
9 15 (4.82%) IaaS
9 15 (4.82%) iPaaS
9 15 (4.82%) Serverless
10 14 (4.50%) SaaS
11 10 (3.22%) Amazon SQS
11 10 (3.22%) AWS CloudFormation
12 9 (2.89%) Amazon Kinesis
12 9 (2.89%) Data Lake Analytics
13 5 (1.61%) Dynamics 365
14 4 (1.29%) GCP
15 3 (0.96%) AtomSphere
15 3 (0.96%) Boomi
Communications & Networking
1 10 (3.22%) MQTT
2 6 (1.93%) FTP
3 2 (0.64%) RFID
4 1 (0.32%) ATM
4 1 (0.32%) Internet
4 1 (0.32%) Network Security
Database & Business Intelligence
1 102 (32.80%) SQL Server
2 96 (30.87%) SQL Server Integration Services
3 64 (20.58%) Power BI
4 61 (19.61%) Data Lake
5 55 (17.68%) Big Data
6 54 (17.36%) Relational Database
7 42 (13.50%) SQL Server Reporting Services
8 39 (12.54%) SQL Server Analysis Services
9 36 (11.58%) Azure SQL Data Warehouse
10 34 (10.93%) Hadoop
11 29 (9.32%) Oracle Database
12 25 (8.04%) Oracle BI EE
12 25 (8.04%) SQL Server 2012
13 24 (7.72%) Azure SQL Database
14 23 (7.40%) Cosmos DB
14 23 (7.40%) NoSQL
15 22 (7.07%) Amazon Redshift
16 21 (6.75%) Data Mart
17 20 (6.43%) MySQL
18 18 (5.79%) RDBMS
Development Applications
1 12 (3.86%) Jenkins
2 11 (3.54%) Git (software)
3 8 (2.57%) Toad
3 8 (2.57%) Visual Studio
4 7 (2.25%) PowerBuilder
4 7 (2.25%) Visual Studio Team System
5 6 (1.93%) Team Foundation Server
6 5 (1.61%) Oracle APEX
6 5 (1.61%) Selenium
7 4 (1.29%) JIRA
7 4 (1.29%) Mocha
7 4 (1.29%) WebDriver
8 3 (0.96%) ERwin
8 3 (0.96%) HP UFT
8 3 (0.96%) Maven
9 2 (0.64%) Atlassian Bamboo
9 2 (0.64%) Cucumber
9 2 (0.64%) EasyMock
9 2 (0.64%) Mockito
9 2 (0.64%) TeamCity
General
1 39 (12.54%) Finance
2 16 (5.14%) Manufacturing
2 16 (5.14%) Telecoms
3 13 (4.18%) Retail
4 7 (2.25%) Marketing
5 5 (1.61%) Legal
6 4 (1.29%) Public Sector
7 3 (0.96%) Banking
7 3 (0.96%) Pharmaceutical
8 2 (0.64%) Police
9 1 (0.32%) Advertising
9 1 (0.32%) Automotive
9 1 (0.32%) Billing
9 1 (0.32%) General Ledger
9 1 (0.32%) Local Government
Job Titles
1 114 (36.66%) Developer
2 65 (20.90%) Analyst
3 40 (12.86%) Architect
4 28 (9.00%) SQL Developer
5 27 (8.68%) Data Architect
6 22 (7.07%) Business Analyst
6 22 (7.07%) DBA
7 21 (6.75%) Data Analyst
8 20 (6.43%) Business Intelligence Analyst
8 20 (6.43%) Business Intelligence Developer
8 20 (6.43%) Data Engineer
9 17 (5.47%) Oracle DBA
10 16 (5.14%) ETL Developer
11 15 (4.82%) Consultant
12 14 (4.50%) Analyst Developer
13 13 (4.18%) Azure Architect
13 13 (4.18%) Database Developer
13 13 (4.18%) SSIS Developer
14 12 (3.86%) Integration Architect
15 11 (3.54%) Oracle Developer
Libraries, Frameworks & Software Standards
1 34 (10.93%) .NET
2 18 (5.79%) SOAP
3 16 (5.14%) RESTful
4 15 (4.82%) Kafka
4 15 (4.82%) Web Services
5 14 (4.50%) MDX
6 12 (3.86%) REST
7 11 (3.54%) .NET Framework
7 11 (3.54%) JSON
8 8 (2.57%) Spark Streaming
8 8 (2.57%) XML
9 7 (2.25%) Middleware
9 7 (2.25%) Oracle Fusion
10 6 (1.93%) AngularJS
10 6 (1.93%) ASP.NET
10 6 (1.93%) ASP.NET MVC
10 6 (1.93%) CSS
10 6 (1.93%) Entity Framework
10 6 (1.93%) HTML
10 6 (1.93%) WSDL
Miscellaneous
1 32 (10.29%) Analytical Skills
2 30 (9.65%) Management Information System
3 10 (3.22%) Self-Motivation
4 9 (2.89%) Life Science
5 8 (2.57%) Data Structures
5 8 (2.57%) Replication
6 7 (2.25%) Private Cloud
7 6 (1.93%) Greenfield Project
8 5 (1.61%) Enterprise Software
9 4 (1.29%) NHS
10 3 (0.96%) Clustering
11 2 (0.64%) Hybrid Cloud
11 2 (0.64%) Industrial Internet of Things
11 2 (0.64%) Linux Command Line
11 2 (0.64%) Reference Data
11 2 (0.64%) Smart Meter
11 2 (0.64%) Virtual Team
12 1 (0.32%) FMCG
12 1 (0.32%) Internet of Things
12 1 (0.32%) Reinsurance
Operating Systems
1 25 (8.04%) Linux
2 16 (5.14%) AIX
3 12 (3.86%) Unix
4 7 (2.25%) Oracle Linux
4 7 (2.25%) Red Hat Enterprise Linux
4 7 (2.25%) SUSE
5 4 (1.29%) VMS
6 3 (0.96%) Windows
7 1 (0.32%) Windows Server 2008
7 1 (0.32%) Windows Server 2012
Processes & Methodologies
1 159 (51.13%) Business Intelligence
2 113 (36.33%) ETL
3 87 (27.97%) Data Modelling
4 79 (25.40%) Agile Software Development
5 54 (17.36%) Analytics
6 45 (14.47%) Performance Tuning
7 43 (13.83%) Data Integration
8 41 (13.18%) Data Analysis
9 40 (12.86%) Migration
10 35 (11.25%) Data Governance
11 33 (10.61%) Visualisation
12 32 (10.29%) DevOps
13 27 (8.68%) CRM
13 27 (8.68%) Data Architecture
14 26 (8.36%) Data Migration
15 23 (7.40%) Data Management
16 21 (6.75%) Machine Learning
17 20 (6.43%) Continuous Integration
17 20 (6.43%) Dimensional Modelling
17 20 (6.43%) Master Data Management
Programming Languages
1 204 (65.59%) SQL
2 48 (15.43%) C#
3 44 (14.15%) T-SQL
4 42 (13.50%) PL/SQL
5 33 (10.61%) Python
6 23 (7.40%) Java
7 14 (4.50%) Data Analysis Expressions (DAX)
7 14 (4.50%) Shell Script
8 13 (4.18%) Scala
8 13 (4.18%) VBA
9 12 (3.86%) JavaScript
9 12 (3.86%) R
10 11 (3.54%) VB.NET
11 8 (2.57%) ABAP
12 7 (2.25%) PowerShell
12 7 (2.25%) SAS Macro
12 7 (2.25%) U-SQL
13 4 (1.29%) F#
14 2 (0.64%) C
14 2 (0.64%) C++
Qualifications
1 42 (13.50%) SC Cleared
1 42 (13.50%) Security Cleared
2 26 (8.36%) Degree
3 7 (2.25%) DV Cleared
4 6 (1.93%) Microsoft Certification
5 5 (1.61%) DBS Check
5 5 (1.61%) ISEB
6 4 (1.29%) ISTQB
6 4 (1.29%) ISTQB Foundation Certification
6 4 (1.29%) MCSA
6 4 (1.29%) MCSE
7 2 (0.64%) AWS Certification
7 2 (0.64%) Computer Science Degree
7 2 (0.64%) PMI Certification
7 2 (0.64%) PMP
8 1 (0.32%) MBA
8 1 (0.32%) Oracle Certification
8 1 (0.32%) TOGAF Certification
Quality Assurance & Compliance
1 47 (15.11%) Data Quality
2 7 (2.25%) QA
2 7 (2.25%) SLA
3 5 (1.61%) GDPR
4 3 (0.96%) PMO
5 1 (0.32%) GMP
5 1 (0.32%) ISO/IEC 27001
System Software
1 10 (3.22%) Oracle RAC
2 9 (2.89%) Apache Flume
3 3 (0.96%) Active Directory
3 3 (0.96%) Docker
4 2 (0.64%) HDFS
5 1 (0.32%) Virtual Machines
Systems Management
1 10 (3.22%) Oracle RMAN
2 7 (2.25%) Oracle Enterprise Manager
3 3 (0.96%) HP ALM
3 3 (0.96%) Kubernetes
3 3 (0.96%) Terraform
4 2 (0.64%) Ansible
5 1 (0.32%) Data Guard
5 1 (0.32%) Microsoft Clustering
5 1 (0.32%) Oozie
5 1 (0.32%) Opscode Chef
5 1 (0.32%) Puppet
Vendors
1 78 (25.08%) Oracle
2 76 (24.44%) Microsoft
3 38 (12.22%) Tableau
4 33 (10.61%) Databricks
5 25 (8.04%) SAP
6 23 (7.40%) Informatica
7 20 (6.43%) Talend
8 12 (3.86%) Salesforce.com
9 11 (3.54%) IBM
10 9 (2.89%) Remedy
11 7 (2.25%) MicroStrategy
12 5 (1.61%) TIBCO
13 3 (0.96%) Ab Initio
13 3 (0.96%) Alteryx
13 3 (0.96%) Cloudera
13 3 (0.96%) Dell
13 3 (0.96%) HP
13 3 (0.96%) SnapLogic
13 3 (0.96%) Teradata
14 2 (0.64%) UiPath