Period
to 22 January 2019

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 22 January 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
Hampshire > Southampton
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 40 43 40
Rank change year-on-year +3 -3 +2
Contract jobs citing Data Warehouse 21 5 9
As % of all contract IT jobs advertised in Southampton 4.41% 1.13% 1.89%
As % of the Database & Business Intelligence category 14.00% 5.43% 14.52%
Number of daily rates quoted 11 2 7
Southampton median daily rate £450 £538 £500
Median daily rate % change year-on-year -16.28% +7.50% -23.08%
10th Percentile £375 £354 £355
90th Percentile £738 £731 £565
Hampshire median daily rate £450 £425 £444
% change year-on-year +5.88% -4.23% -19.32%
Number of hourly rates quoted 0 0 0
Southampton median hourly rate - - -
Hampshire median hourly rate - - -

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 150 92 62
As % of all contract IT jobs advertised in Southampton 31.51% 20.81% 13.05%
Number of daily rates quoted 104 52 46
Southampton median daily rate £513 £375 £381
Median daily rate % change year-on-year +36.67% -1.64% +1.67%
10th Percentile £344 £313 £213
90th Percentile £538 £548 £524
Hampshire median daily rate £450 £400 £400
% change year-on-year +12.50% - +3.90%
Number of hourly rates quoted 0 2 1
Southampton median hourly rate - £31.25 £38.00
Median hourly rate % change year-on-year - -17.76% +25.74%
Hampshire median hourly rate £43.75 £45.00 £42.50
% change year-on-year -2.78% +5.88% -

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 22 January 2019.

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 22 January 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 Southampton region with a requirement for Data Warehouse.

1 18 (85.71%) SQL
2 16 (76.19%) Microsoft Azure
3 15 (71.43%) Hadoop
3 15 (71.43%) Analytics
3 15 (71.43%) Apache Spark
3 15 (71.43%) Cosmos DB
4 14 (66.67%) Big Data
4 14 (66.67%) Apache Cassandra
4 14 (66.67%) SQL Server
5 12 (57.14%) ETL
5 12 (57.14%) Azure SQL Database
5 12 (57.14%) Data Lake
5 12 (57.14%) Databricks
5 12 (57.14%) Azure SQL Data Warehouse
6 11 (52.38%) Neo4j
7 10 (47.62%) Agile Software Development
8 9 (42.86%) C#
8 9 (42.86%) SQL Server Integration Services
9 8 (38.10%) Machine Learning
9 8 (38.10%) Python
9 8 (38.10%) U-SQL
9 8 (38.10%) Serverless
9 8 (38.10%) Azure Functions
9 8 (38.10%) Data Lake Analytics
9 8 (38.10%) Kubernetes
9 8 (38.10%) HDInsight
9 8 (38.10%) Azure Machine Learning
9 8 (38.10%) Analytical Skills
9 8 (38.10%) Deep Learning
9 8 (38.10%) Docker

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 15 (71.43%) Apache Spark
2 6 (28.57%) Elasticsearch
3 4 (19.05%) Apache
4 3 (14.29%) Apache Pig
Business Applications
1 1 (4.76%) Dynamics CRM
Cloud Services
1 16 (76.19%) Microsoft Azure
2 8 (38.10%) Azure Functions
2 8 (38.10%) Azure Machine Learning
2 8 (38.10%) Data Lake Analytics
2 8 (38.10%) Serverless
3 7 (33.33%) Azure Data Factory
4 5 (23.81%) Amazon AWS
5 4 (19.05%) Cortana Intelligence Suite
6 3 (14.29%) Amazon EMR
6 3 (14.29%) Google Cloud Platform
7 1 (4.76%) Office 365
Database & Business Intelligence
1 15 (71.43%) Cosmos DB
1 15 (71.43%) Hadoop
2 14 (66.67%) Apache Cassandra
2 14 (66.67%) Big Data
2 14 (66.67%) SQL Server
3 12 (57.14%) Azure SQL Data Warehouse
3 12 (57.14%) Azure SQL Database
3 12 (57.14%) Data Lake
4 11 (52.38%) Neo4j
5 9 (42.86%) SQL Server Integration Services
6 8 (38.10%) HDInsight
7 7 (33.33%) NoSQL
8 3 (14.29%) Apache Hive
8 3 (14.29%) Geospatial Data
8 3 (14.29%) HBase
8 3 (14.29%) Impala
8 3 (14.29%) MongoDB
9 2 (9.52%) Power BI
9 2 (9.52%) SQL Server Reporting Services
10 1 (4.76%) PowerPivot
Development Applications
1 3 (14.29%) Visual Studio
Job Titles
1 8 (38.10%) Developer
2 5 (23.81%) ETL Developer
2 5 (23.81%) Software Engineer
2 5 (23.81%) SQL Developer
2 5 (23.81%) SSIS Developer
3 4 (19.05%) Architect
3 4 (19.05%) Azure Engineer
3 4 (19.05%) Data Architect
3 4 (19.05%) Data Warehouse Developer
4 3 (14.29%) Big Data Developer
4 3 (14.29%) Cloud Engineer
4 3 (14.29%) Cloud Software Engineer
4 3 (14.29%) T-SQL Developer
5 2 (9.52%) Azure Software Engineer
5 2 (9.52%) Microsoft Engineer
5 2 (9.52%) SQL Server Data Warehouse Developer
5 2 (9.52%) SQL Server Developer
6 1 (4.76%) Business Intelligence Consultant
6 1 (4.76%) Data Analytics Architect
6 1 (4.76%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (14.29%) Apache NiFi
1 3 (14.29%) Kafka
2 2 (9.52%) SAP PI
Miscellaneous
1 8 (38.10%) Analytical Skills
Processes & Methodologies
1 15 (71.43%) Analytics
2 12 (57.14%) ETL
3 10 (47.62%) Agile Software Development
4 8 (38.10%) Deep Learning
4 8 (38.10%) Machine Learning
5 7 (33.33%) Data Architecture
5 7 (33.33%) Migration
6 5 (23.81%) Data Modelling
6 5 (23.81%) Kimball Methodology
6 5 (23.81%) Problem-Solving
6 5 (23.81%) Software Engineering
7 4 (19.05%) Data Analytics
7 4 (19.05%) Data Ingestion
7 4 (19.05%) Data Management
7 4 (19.05%) DevOps
8 3 (14.29%) Customer Requirements
8 3 (14.29%) DAMA
8 3 (14.29%) Data Science
8 3 (14.29%) Open Source
8 3 (14.29%) TOGAF
Programming Languages
1 18 (85.71%) SQL
2 9 (42.86%) C#
3 8 (38.10%) Python
3 8 (38.10%) U-SQL
4 5 (23.81%) Java
4 5 (23.81%) Scala
4 5 (23.81%) T-SQL
Qualifications
1 3 (14.29%) TOGAF Certification
2 2 (9.52%) Security Cleared
System Software
1 8 (38.10%) Docker
Systems Management
1 8 (38.10%) Kubernetes
2 4 (19.05%) Opscode Chef
2 4 (19.05%) Puppet
2 4 (19.05%) Terraform
3 3 (14.29%) Oozie
Vendors
1 12 (57.14%) Databricks
2 6 (28.57%) Microsoft
3 3 (14.29%) Google
3 3 (14.29%) Oracle
4 2 (9.52%) SAP
5 1 (4.76%) Tableau