Period
to 17 August 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 August 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 Aug 2018
Same period 2017 Same period 2016
Rank 38 32 55
Rank change year-on-year -6 +23 -3
Contract jobs citing Data Warehouse 22 14 1
As % of all contract IT jobs advertised in Southampton 4.21% 3.06% 0.20%
As % of the Database & Business Intelligence category 13.75% 12.73% 1.12%
Number of daily rates quoted 13 8 1
Southampton median daily rate £520 £550 £600
Median daily rate % change year-on-year -5.45% -8.33% +14.29%
10th Percentile £378 £363 £550
90th Percentile £640 £674 £650
Hampshire median daily rate £494 £388 £425
% change year-on-year +27.42% -8.82% -
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 160 110 89
As % of all contract IT jobs advertised in Southampton 30.65% 24.07% 18.20%
Number of daily rates quoted 128 75 64
Southampton median daily rate £513 £375 £379
Median daily rate % change year-on-year +36.67% -0.99% +2.31%
10th Percentile £358 £250 £288
90th Percentile £563 £625 £540
Hampshire median daily rate £425 £385 £363
% change year-on-year +10.39% +6.21% -3.33%
Number of hourly rates quoted 0 3 0
Southampton median hourly rate - £13.00 -
Hampshire median hourly rate £41.50 £43.25 £42.50
% change year-on-year -4.05% +1.76% +77.08%

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 August 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 August 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 21 (95.45%) SQL
2 16 (72.73%) Microsoft Azure
3 15 (68.18%) SQL Server Integration Services
3 15 (68.18%) Analytics
4 13 (59.09%) Data Lake
4 13 (59.09%) SQL Server
4 13 (59.09%) Microsoft
5 12 (54.55%) Azure Data Factory
6 11 (50.00%) Azure SQL Database
6 11 (50.00%) Business Intelligence
6 11 (50.00%) SQL Server Analysis Services
7 10 (45.45%) Cortana Intelligence Suite
8 8 (36.36%) ETL
8 8 (36.36%) Agile Software Development
8 8 (36.36%) Hadoop
8 8 (36.36%) Power BI
8 8 (36.36%) Geospatial Data
8 8 (36.36%) Azure SQL Data Warehouse
8 8 (36.36%) Cosmos DB
8 8 (36.36%) NoSQL
8 8 (36.36%) Big Data
8 8 (36.36%) Data Analytics
8 8 (36.36%) DevOps
9 7 (31.82%) Opscode Chef
9 7 (31.82%) Puppet
9 7 (31.82%) Terraform
9 7 (31.82%) SQL Server Reporting Services
10 6 (27.27%) JSON
10 6 (27.27%) Open Source
10 6 (27.27%) PowerShell

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 (27.27%) Apache
2 5 (22.73%) Apache Spark
3 4 (18.18%) Apache Solr
4 3 (13.64%) Apache Pig
5 2 (9.09%) Elasticsearch
Cloud Services
1 16 (72.73%) Microsoft Azure
2 12 (54.55%) Azure Data Factory
3 10 (45.45%) Cortana Intelligence Suite
4 2 (9.09%) Amazon AWS
4 2 (9.09%) Azure Active Directory
4 2 (9.09%) Azure Functions
4 2 (9.09%) Azure Machine Learning
4 2 (9.09%) PaaS
4 2 (9.09%) SaaS
4 2 (9.09%) Serverless
Database & Business Intelligence
1 15 (68.18%) SQL Server Integration Services
2 13 (59.09%) Data Lake
2 13 (59.09%) SQL Server
3 11 (50.00%) Azure SQL Database
3 11 (50.00%) SQL Server Analysis Services
4 8 (36.36%) Azure SQL Data Warehouse
4 8 (36.36%) Big Data
4 8 (36.36%) Cosmos DB
4 8 (36.36%) Geospatial Data
4 8 (36.36%) Hadoop
4 8 (36.36%) NoSQL
4 8 (36.36%) Power BI
5 7 (31.82%) SQL Server Reporting Services
6 5 (22.73%) Apache Cassandra
6 5 (22.73%) MongoDB
7 3 (13.64%) Apache Hive
7 3 (13.64%) HDInsight
7 3 (13.64%) Impala
7 3 (13.64%) Neo4j
7 3 (13.64%) SQL Server 2014
Development Applications
1 3 (13.64%) Visual Studio
1 3 (13.64%) Visual Studio Team System
2 2 (9.09%) Git (software)
2 2 (9.09%) Jenkins
General
1 1 (4.55%) Finance
Job Titles
1 11 (50.00%) Architect
2 10 (45.45%) Azure Architect
3 9 (40.91%) Developer
4 5 (22.73%) Data Architect
5 4 (18.18%) SQL Developer
5 4 (18.18%) SSIS Developer
6 3 (13.64%) Big Data Developer
6 3 (13.64%) Data Analytics Architect
6 3 (13.64%) Solutions Architect
7 2 (9.09%) Data Warehouse Developer
7 2 (9.09%) DevOps Engineer
7 2 (9.09%) ETL Developer
7 2 (9.09%) T-SQL Developer
8 1 (4.55%) Automation Engineer
8 1 (4.55%) Azure Developer
8 1 (4.55%) Business Intelligence Developer
8 1 (4.55%) Platform Engineer
8 1 (4.55%) Senior Architect
8 1 (4.55%) SQL Server Data Warehouse Developer
8 1 (4.55%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 6 (27.27%) JSON
2 5 (22.73%) Kafka
3 4 (18.18%) REST
4 2 (9.09%) .NET
4 2 (9.09%) SAML
5 1 (4.55%) Natural Language Processing
Miscellaneous
1 4 (18.18%) Analytical Skills
2 1 (4.55%) Hybrid Cloud
2 1 (4.55%) Taxonomies
Operating Systems
1 2 (9.09%) Linux
1 2 (9.09%) Windows
Processes & Methodologies
1 15 (68.18%) Analytics
2 11 (50.00%) Business Intelligence
3 8 (36.36%) Agile Software Development
3 8 (36.36%) Data Analytics
3 8 (36.36%) DevOps
3 8 (36.36%) ETL
4 6 (27.27%) Data Architecture
4 6 (27.27%) Open Source
5 5 (22.73%) Data Modelling
6 4 (18.18%) Data Migration
6 4 (18.18%) High Availability
6 4 (18.18%) Migration
6 4 (18.18%) Problem-Solving
6 4 (18.18%) Project Management
6 4 (18.18%) SDLC
7 3 (13.64%) Customer Requirements
7 3 (13.64%) Data Ingestion
7 3 (13.64%) Data Integration
7 3 (13.64%) Kimball Methodology
7 3 (13.64%) Master Data Management
Programming Languages
1 21 (95.45%) SQL
2 6 (27.27%) PowerShell
3 3 (13.64%) Python
4 2 (9.09%) JavaScript
4 2 (9.09%) T-SQL
5 1 (4.55%) C#
5 1 (4.55%) Scala
Qualifications
1 1 (4.55%) Degree
1 1 (4.55%) MCSA
1 1 (4.55%) MCSE
1 1 (4.55%) Microsoft Certification
Quality Assurance & Compliance
1 3 (13.64%) Data Quality
System Software
1 4 (18.18%) Hyper-V
2 3 (13.64%) Virtual Machines
3 2 (9.09%) Active Directory
3 2 (9.09%) Docker
Systems Management
1 7 (31.82%) Opscode Chef
1 7 (31.82%) Puppet
1 7 (31.82%) Terraform
2 4 (18.18%) Failover Clustering
3 2 (9.09%) Kubernetes
4 1 (4.55%) Kibana
4 1 (4.55%) SCVMM
Vendors
1 13 (59.09%) Microsoft
2 5 (22.73%) Databricks
3 3 (13.64%) Oracle
3 3 (13.64%) SAP
4 2 (9.09%) Tableau