Period
to 18 June 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 18 June 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
18 Jun 2018
Same period 2017 Same period 2016
Rank 21 30 -
Rank change year-on-year +9 - +61
Contract jobs citing Data Warehouse 26 13 0
As % of all contract IT jobs advertised in Southampton 5.98% 2.83% -
As % of the Database & Business Intelligence category 27.37% 13.54% -
Number of daily rates quoted 17 7 0
Southampton median daily rate £520 £550 -
Median daily rate % change year-on-year -5.45% - -
Hampshire median daily rate £500 £415 £425
% change year-on-year +20.48% -2.35% +6.25%
Number of hourly rates quoted 0 0 0
Southampton median hourly rate - - -
Hampshire median hourly rate £21.50 - £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 95 96 92
As % of all contract IT jobs advertised in Southampton 21.84% 20.92% 18.55%
Number of daily rates quoted 63 62 58
Southampton median daily rate £450 £400 £386
Median daily rate % change year-on-year +12.50% +3.56% +3.00%
10th Percentile £328 £307 £300
90th Percentile £546 £600 £499
Hampshire median daily rate £425 £395 £375
% change year-on-year +7.59% +5.33% -
Number of hourly rates quoted 0 3 0
Southampton median hourly rate - £13.00 -
Hampshire median hourly rate £43.00 £42.75 £38.05
% change year-on-year +0.58% +12.35% +69.11%

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 18 June 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 18 June 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 22 (84.62%) SQL
2 19 (73.08%) SQL Server Integration Services
2 19 (73.08%) Microsoft Azure
3 17 (65.38%) Analytics
3 17 (65.38%) SQL Server Analysis Services
3 17 (65.38%) SQL Server
4 16 (61.54%) Business Intelligence
4 16 (61.54%) Microsoft
4 16 (61.54%) Azure Data Factory
5 15 (57.69%) Data Lake
6 13 (50.00%) Cortana Intelligence Suite
7 12 (46.15%) Power BI
8 11 (42.31%) Azure SQL Database
9 9 (34.62%) PowerShell
9 9 (34.62%) JSON
10 8 (30.77%) SQL Server Reporting Services
10 8 (30.77%) Agile Software Development
11 7 (26.92%) ETL
11 7 (26.92%) Hadoop
11 7 (26.92%) Hyper-V
11 7 (26.92%) REST
11 7 (26.92%) High Availability
11 7 (26.92%) Puppet
11 7 (26.92%) Terraform
11 7 (26.92%) Big Data
11 7 (26.92%) NoSQL
11 7 (26.92%) Data Analytics
11 7 (26.92%) Opscode Chef
11 7 (26.92%) DevOps
11 7 (26.92%) Geospatial Data

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 5 (19.23%) Apache
2 4 (15.38%) Apache Spark
3 3 (11.54%) Apache Pig
3 3 (11.54%) Apache Solr
4 1 (3.85%) Elasticsearch
4 1 (3.85%) SAS
4 1 (3.85%) SharePoint
Cloud Services
1 19 (73.08%) Microsoft Azure
2 16 (61.54%) Azure Data Factory
3 13 (50.00%) Cortana Intelligence Suite
4 3 (11.54%) SaaS
5 2 (7.69%) Amazon AWS
5 2 (7.69%) Azure Active Directory
5 2 (7.69%) Azure Machine Learning
5 2 (7.69%) PaaS
5 2 (7.69%) Serverless
Database & Business Intelligence
1 19 (73.08%) SQL Server Integration Services
2 17 (65.38%) SQL Server
2 17 (65.38%) SQL Server Analysis Services
3 15 (57.69%) Data Lake
4 12 (46.15%) Power BI
5 11 (42.31%) Azure SQL Database
6 8 (30.77%) SQL Server Reporting Services
7 7 (26.92%) Azure SQL Data Warehouse
7 7 (26.92%) Big Data
7 7 (26.92%) Cosmos DB
7 7 (26.92%) Geospatial Data
7 7 (26.92%) Hadoop
7 7 (26.92%) NoSQL
8 6 (23.08%) HDInsight
9 5 (19.23%) Apache Cassandra
9 5 (19.23%) MongoDB
10 4 (15.38%) Microsoft Analysis Services
11 3 (11.54%) Apache Hive
11 3 (11.54%) BusinessObjects
11 3 (11.54%) Impala
Development Applications
1 3 (11.54%) Visual Studio
2 2 (7.69%) Git (software)
2 2 (7.69%) Jenkins
2 2 (7.69%) Visual Studio Team System
General
1 1 (3.85%) Pharmaceutical
Job Titles
1 14 (53.85%) Architect
2 13 (50.00%) Azure Architect
3 8 (30.77%) Developer
4 4 (15.38%) Data Architect
5 3 (11.54%) Big Data Developer
6 2 (7.69%) Business Intelligence Developer
6 2 (7.69%) Consultant
6 2 (7.69%) Data Analytics Architect
6 2 (7.69%) DevOps Engineer
6 2 (7.69%) Senior Architect
6 2 (7.69%) Solutions Architect
6 2 (7.69%) SQL Developer
6 2 (7.69%) SSIS Developer
6 2 (7.69%) T-SQL Developer
7 1 (3.85%) Analyst
7 1 (3.85%) Business Intelligence Consultant
7 1 (3.85%) Data Warehouse Developer
7 1 (3.85%) ETL Consultant
7 1 (3.85%) ETL Developer
7 1 (3.85%) Platform Engineer
Libraries, Frameworks & Software Standards
1 9 (34.62%) JSON
2 7 (26.92%) REST
3 4 (15.38%) Kafka
4 2 (7.69%) .NET
4 2 (7.69%) SAML
5 1 (3.85%) Natural Language Processing
5 1 (3.85%) Web Services
Miscellaneous
1 5 (19.23%) Analytical Skills
2 3 (11.54%) Hybrid Cloud
3 1 (3.85%) Life Science
3 1 (3.85%) LIMS
3 1 (3.85%) Taxonomies
Operating Systems
1 2 (7.69%) Linux
1 2 (7.69%) Windows
Processes & Methodologies
1 17 (65.38%) Analytics
2 16 (61.54%) Business Intelligence
3 8 (30.77%) Agile Software Development
4 7 (26.92%) Data Analytics
4 7 (26.92%) DevOps
4 7 (26.92%) ETL
4 7 (26.92%) High Availability
5 5 (19.23%) Data Architecture
5 5 (19.23%) Data Migration
5 5 (19.23%) Migration
5 5 (19.23%) Open Source
6 4 (15.38%) Data Ingestion
6 4 (15.38%) Data Modelling
6 4 (15.38%) Project Management
6 4 (15.38%) SDLC
7 3 (11.54%) Customer Requirements
7 3 (11.54%) Network Virtualisation
7 3 (11.54%) Problem-Solving
8 2 (7.69%) Continuous Deployment
8 2 (7.69%) Deployment Automation
Programming Languages
1 22 (84.62%) SQL
2 9 (34.62%) PowerShell
3 2 (7.69%) JavaScript
3 2 (7.69%) Python
3 2 (7.69%) T-SQL
Qualifications
1 2 (7.69%) MCSA
1 2 (7.69%) MCSE
1 2 (7.69%) Microsoft Certification
2 1 (3.85%) Security Cleared
Quality Assurance & Compliance
1 2 (7.69%) Data Quality
2 1 (3.85%) 21 CFR Part 11
2 1 (3.85%) GCP
2 1 (3.85%) GLP
2 1 (3.85%) GMP
2 1 (3.85%) GxP
System Software
1 7 (26.92%) Hyper-V
2 5 (19.23%) Virtual Machines
3 2 (7.69%) Active Directory
3 2 (7.69%) Docker
Systems Management
1 7 (26.92%) Failover Clustering
1 7 (26.92%) Opscode Chef
1 7 (26.92%) Puppet
1 7 (26.92%) Terraform
2 3 (11.54%) SCVMM
3 2 (7.69%) Kubernetes
4 1 (3.85%) Kibana
Vendors
1 16 (61.54%) Microsoft
2 4 (15.38%) Databricks
2 4 (15.38%) SAP
3 3 (11.54%) Oracle
4 2 (7.69%) Tableau