Period
to 17 October 2018

The following table provides summary statistics for contract job vacancies advertised in Southampton 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 17 October 2018 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
Hampshire > Southampton
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 52 40 44
Rank change year-on-year -12 +4 +5
Contract jobs citing Data Warehouse 18 8 5
As % of all contract IT jobs advertised in Southampton 3.33% 1.72% 1.05%
As % of the Database & Business Intelligence category 9.89% 6.67% 5.81%
Number of daily rates quoted 11 6 5
Southampton median daily rate £488 £570 £539
Median daily rate % change year-on-year -14.47% +5.75% -17.08%
10th Percentile £375 £469 £370
90th Percentile £645 £703 £613
Hampshire median daily rate £465 £425 £425
% change year-on-year +9.41% - -10.53%
Number of hourly rates quoted 0 0 0
Southampton median hourly rate - - -
Hampshire median hourly rate - - £30.00

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

All Database and Business Intelligence Skills
Southampton
Contract vacancies with a requirement for database or business intelligence skills 182 120 86
As % of all contract IT jobs advertised in Southampton 33.70% 25.81% 18.14%
Number of daily rates quoted 150 84 63
Southampton median daily rate £513 £375 £400
Median daily rate % change year-on-year +36.67% -6.25% +8.11%
10th Percentile £375 £248 £288
90th Percentile £550 £625 £538
Hampshire median daily rate £450 £375 £375
% change year-on-year +20.00% - -
Number of hourly rates quoted 0 1 0
Southampton median hourly rate - £45.00 -
Hampshire median hourly rate £42.50 £45.00 £42.50
% change year-on-year -5.56% +5.88% +68.52%

Data Warehouse
Job Vacancy Trend in Southampton

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

Job vacancy trend for Data Warehouse in Southampton

Data Warehouse
Contractor Daily Rate Trend in Southampton

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

Contractor daily rate trend for Data Warehouse in Southampton

Data Warehouse
Contractor Daily Rate Histogram in Southampton

The daily rate distribution of IT jobs citing Data Warehouse in Southampton over the 6 months to 17 October 2018.

Contractor daily rate histogram for Data Warehouse in Southampton

Data Warehouse
Contractor Hourly Rate Trend in Southampton

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

Contractor hourly rate trend for Data Warehouse in Southampton

For the 6 months to 17 October 2018, 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 Southampton region with a requirement for Data Warehouse.

1 17 (94.44%) SQL
2 12 (66.67%) Microsoft Azure
3 11 (61.11%) SQL Server Integration Services
4 10 (55.56%) Microsoft
4 10 (55.56%) Data Lake
5 9 (50.00%) Analytics
5 9 (50.00%) SQL Server
6 8 (44.44%) ETL
6 8 (44.44%) Agile Software Development
6 8 (44.44%) Big Data
6 8 (44.44%) NoSQL
6 8 (44.44%) Azure SQL Database
7 7 (38.89%) Data Analytics
7 7 (38.89%) DevOps
7 7 (38.89%) Hadoop
7 7 (38.89%) Geospatial Data
7 7 (38.89%) Cortana Intelligence Suite
7 7 (38.89%) Azure Data Factory
7 7 (38.89%) Azure SQL Data Warehouse
7 7 (38.89%) Cosmos DB
8 6 (33.33%) Data Architecture
8 6 (33.33%) Apache
8 6 (33.33%) Opscode Chef
8 6 (33.33%) Terraform
8 6 (33.33%) Puppet
8 6 (33.33%) Open Source
9 5 (27.78%) Kafka
9 5 (27.78%) MongoDB
9 5 (27.78%) Apache Cassandra
9 5 (27.78%) Analytical Skills

Data Warehouse
Co-occurring IT Skills in Southampton 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 (33.33%) Apache
2 5 (27.78%) Apache Spark
3 4 (22.22%) Apache Solr
4 3 (16.67%) Apache Pig
5 2 (11.11%) Elasticsearch
Business Applications
1 1 (5.56%) Dynamics CRM
Cloud Services
1 12 (66.67%) Microsoft Azure
2 7 (38.89%) Azure Data Factory
2 7 (38.89%) Cortana Intelligence Suite
3 2 (11.11%) Azure Active Directory
3 2 (11.11%) Azure Functions
3 2 (11.11%) Azure Machine Learning
3 2 (11.11%) PaaS
3 2 (11.11%) SaaS
3 2 (11.11%) Serverless
4 1 (5.56%) Amazon AWS
4 1 (5.56%) Office 365
Database & Business Intelligence
1 11 (61.11%) SQL Server Integration Services
2 10 (55.56%) Data Lake
3 9 (50.00%) SQL Server
4 8 (44.44%) Azure SQL Database
4 8 (44.44%) Big Data
4 8 (44.44%) NoSQL
5 7 (38.89%) Azure SQL Data Warehouse
5 7 (38.89%) Cosmos DB
5 7 (38.89%) Geospatial Data
5 7 (38.89%) Hadoop
6 5 (27.78%) Apache Cassandra
6 5 (27.78%) MongoDB
6 5 (27.78%) SQL Server Analysis Services
6 5 (27.78%) SQL Server Reporting Services
7 4 (22.22%) Power BI
8 3 (16.67%) Apache Hive
8 3 (16.67%) Impala
8 3 (16.67%) Neo4j
9 2 (11.11%) BusinessObjects
9 2 (11.11%) SQL Server 2014
Development Applications
1 3 (16.67%) Visual Studio
1 3 (16.67%) Visual Studio Team System
2 2 (11.11%) Git (software)
2 2 (11.11%) Jenkins
General
1 1 (5.56%) Finance
Job Titles
1 9 (50.00%) Developer
2 6 (33.33%) Architect
3 5 (27.78%) Azure Architect
3 5 (27.78%) SQL Developer
3 5 (27.78%) SSIS Developer
4 4 (22.22%) Data Warehouse Developer
4 4 (22.22%) ETL Developer
5 3 (16.67%) Big Data Developer
5 3 (16.67%) Data Architect
6 2 (11.11%) Data Analytics Architect
6 2 (11.11%) DevOps Engineer
6 2 (11.11%) Solutions Architect
6 2 (11.11%) SQL Server Data Warehouse Developer
6 2 (11.11%) SQL Server Developer
6 2 (11.11%) T-SQL Developer
7 1 (5.56%) Automation Engineer
7 1 (5.56%) Business Intelligence Consultant
7 1 (5.56%) Consultant
7 1 (5.56%) Platform Engineer
7 1 (5.56%) Senior Architect
Libraries, Frameworks & Software Standards
1 5 (27.78%) Kafka
2 4 (22.22%) JSON
3 2 (11.11%) .NET
3 2 (11.11%) REST
3 2 (11.11%) SAML
4 1 (5.56%) Natural Language Processing
Miscellaneous
1 5 (27.78%) Analytical Skills
2 1 (5.56%) Hybrid Cloud
2 1 (5.56%) Taxonomies
Operating Systems
1 2 (11.11%) Linux
1 2 (11.11%) Windows
Processes & Methodologies
1 9 (50.00%) Analytics
2 8 (44.44%) Agile Software Development
2 8 (44.44%) ETL
3 7 (38.89%) Data Analytics
3 7 (38.89%) DevOps
4 6 (33.33%) Data Architecture
4 6 (33.33%) Open Source
5 5 (27.78%) Business Intelligence
5 5 (27.78%) Data Modelling
5 5 (27.78%) Problem-Solving
6 4 (22.22%) Kimball Methodology
7 3 (16.67%) Artificial Intelligence
7 3 (16.67%) Customer Requirements
7 3 (16.67%) Data Ingestion
7 3 (16.67%) Data Migration
7 3 (16.67%) Master Data Management
7 3 (16.67%) Migration
7 3 (16.67%) Project Management
7 3 (16.67%) SDLC
8 2 (11.11%) Requirements Analysis
Programming Languages
1 17 (94.44%) SQL
2 4 (22.22%) PowerShell
2 4 (22.22%) T-SQL
3 3 (16.67%) Python
4 2 (11.11%) C#
4 2 (11.11%) JavaScript
5 1 (5.56%) Scala
Qualifications
1 1 (5.56%) Degree
1 1 (5.56%) Security Cleared
Quality Assurance & Compliance
1 2 (11.11%) Data Quality
System Software
1 3 (16.67%) Virtual Machines
2 2 (11.11%) Active Directory
2 2 (11.11%) Docker
2 2 (11.11%) Hyper-V
Systems Management
1 6 (33.33%) Opscode Chef
1 6 (33.33%) Puppet
1 6 (33.33%) Terraform
2 2 (11.11%) Failover Clustering
2 2 (11.11%) Kubernetes
3 1 (5.56%) Kibana
3 1 (5.56%) SCVMM
Vendors
1 10 (55.56%) Microsoft
2 5 (27.78%) Databricks
3 2 (11.11%) Oracle
3 2 (11.11%) SAP
4 1 (5.56%) Tableau