Period
to 19 June 2018

The following table provides summary statistics for contract job vacancies advertised in Bristol 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 19 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
South West > Bristol
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 57 66 47
Rank change year-on-year +9 -19 -24
Contract jobs citing Data Warehouse 48 33 57
As % of all contract IT jobs advertised in Bristol 2.82% 2.01% 3.28%
As % of the Database & Business Intelligence category 13.33% 11.34% 15.97%
Number of daily rates quoted 40 25 48
Bristol median daily rate £436 £425 £381
Median daily rate % change year-on-year +2.65% +11.48% -4.09%
10th Percentile £310 £325 £274
90th Percentile £501 £517 £479
South West median daily rate £450 £400 £413
% change year-on-year +12.50% -3.03% +10.00%
Number of hourly rates quoted 0 0 0
Bristol median hourly rate - - -
South West median hourly rate £140.00 £40.00 £38.75
% change year-on-year +250.00% +3.23% +34.78%

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 Bristol with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bristol
Contract vacancies with a requirement for database or business intelligence skills 360 291 357
As % of all contract IT jobs advertised in Bristol 21.13% 17.75% 20.55%
Number of daily rates quoted 264 202 275
Bristol median daily rate £410 £400 £363
Median daily rate % change year-on-year +2.50% +10.34% -3.33%
10th Percentile £302 £276 £266
90th Percentile £516 £544 £463
South West median daily rate £415 £385 £375
% change year-on-year +7.79% +2.67% -
Number of hourly rates quoted 1 5 0
Bristol median hourly rate £19.00 £12.00 -
Median hourly rate % change year-on-year +58.33% - -
South West median hourly rate £36.50 £40.00 £34.00
% change year-on-year -8.75% +17.65% +56.32%

Data Warehouse
Job Vacancy Trend in Bristol

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

Job vacancy trend for Data Warehouse in Bristol

Data Warehouse
Contractor Daily Rate Trend in Bristol

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

Contractor daily rate trend for Data Warehouse in Bristol

Data Warehouse
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing Data Warehouse in Bristol over the 6 months to 19 June 2018.

Contractor daily rate histogram for Data Warehouse in Bristol

Data Warehouse
Contractor Hourly Rate Trend in Bristol

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

Contractor hourly rate trend for Data Warehouse in Bristol

For the 6 months to 19 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 Bristol region with a requirement for Data Warehouse.

1 28 (58.33%) SQL
2 24 (50.00%) Finance
3 21 (43.75%) Business Intelligence
4 14 (29.17%) SQL Server Integration Services
5 13 (27.08%) Banking
5 13 (27.08%) ETL
6 12 (25.00%) Microsoft
6 12 (25.00%) Data Modelling
6 12 (25.00%) Data Analysis
7 11 (22.92%) Agile Software Development
8 10 (20.83%) Teradata
9 9 (18.75%) SQL Server Reporting Services
9 9 (18.75%) Migration
10 8 (16.67%) Oracle
10 8 (16.67%) SQL Server
10 8 (16.67%) Analytical Skills
11 7 (14.58%) Analytics
11 7 (14.58%) Star Schema
11 7 (14.58%) Stakeholder Management
11 7 (14.58%) SQL Server Analysis Services
11 7 (14.58%) Hadoop
12 6 (12.50%) Retail Banking
12 6 (12.50%) Cognos
12 6 (12.50%) T-SQL
13 5 (10.42%) Scrum
13 5 (10.42%) SC Cleared
13 5 (10.42%) Security Cleared
13 5 (10.42%) Master Data Management
13 5 (10.42%) Kimball Methodology
13 5 (10.42%) Problem-Solving

Data Warehouse
Co-occurring IT Skills in Bristol 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 3 (6.25%) Confluence
Applications
1 4 (8.33%) Microsoft Excel
2 1 (2.08%) Microsoft Office
2 1 (2.08%) MS Visio
Business Applications
1 1 (2.08%) Cognos Business Intelligence
Cloud Services
1 2 (4.17%) Microsoft Azure
2 1 (2.08%) Azure Data Factory
Database & Business Intelligence
1 14 (29.17%) SQL Server Integration Services
2 9 (18.75%) SQL Server Reporting Services
3 8 (16.67%) SQL Server
4 7 (14.58%) Hadoop
4 7 (14.58%) SQL Server Analysis Services
4 7 (14.58%) Star Schema
5 4 (8.33%) DataStage
6 3 (6.25%) Big Data
7 2 (4.17%) Cognos Framework Manager
7 2 (4.17%) Enterprise Data Warehouse
7 2 (4.17%) Oracle Database
7 2 (4.17%) Oracle Database 11g
7 2 (4.17%) Oracle Database 12c
8 1 (2.08%) BusinessObjects
8 1 (2.08%) MySQL
8 1 (2.08%) Power BI
8 1 (2.08%) QlikView
8 1 (2.08%) Semantic Layer
8 1 (2.08%) SQL Server 2008
8 1 (2.08%) SQL Server 2016
Development Applications
1 3 (6.25%) JIRA
1 3 (6.25%) SQL Server Management Studio (SSMS)
2 2 (4.17%) Team Foundation Server
2 2 (4.17%) Visual Studio
General
1 24 (50.00%) Finance
2 13 (27.08%) Banking
3 6 (12.50%) Retail Banking
4 2 (4.17%) Retail
5 1 (2.08%) Electronics
5 1 (2.08%) Law
5 1 (2.08%) Manufacturing
5 1 (2.08%) Marketing
5 1 (2.08%) Telecoms
Job Titles
1 16 (33.33%) Analyst
2 15 (31.25%) Developer
3 7 (14.58%) Data Analyst
4 6 (12.50%) Project Manager
5 5 (10.42%) SQL Developer
6 4 (8.33%) Banking Analyst
6 4 (8.33%) Business Intelligence Developer
6 4 (8.33%) Scrum Master
7 3 (6.25%) Business Analyst
7 3 (6.25%) Credit Analyst
7 3 (6.25%) Senior Analyst
7 3 (6.25%) SQL Analyst
7 3 (6.25%) Teradata Analyst
8 2 (4.17%) Azure Engineer
8 2 (4.17%) Business Intelligence Project Manager
8 2 (4.17%) Data Engineer
8 2 (4.17%) Data Warehouse Manager
8 2 (4.17%) Data Warehouse Project Manager
8 2 (4.17%) Migration Manager
8 2 (4.17%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 2 (4.17%) Velocity
2 1 (2.08%) .NET
2 1 (2.08%) ASP.NET
2 1 (2.08%) Web Services
2 1 (2.08%) XML
2 1 (2.08%) XML Schema
Miscellaneous
1 8 (16.67%) Analytical Skills
2 3 (6.25%) Management Information System
3 2 (4.17%) Computer Science
3 2 (4.17%) Credit Risk
3 2 (4.17%) Data Structures
4 1 (2.08%) NHS
4 1 (2.08%) Self-Motivation
Operating Systems
1 2 (4.17%) Windows
2 1 (2.08%) Linux
2 1 (2.08%) Unix
2 1 (2.08%) Windows Server
Processes & Methodologies
1 21 (43.75%) Business Intelligence
2 13 (27.08%) ETL
3 12 (25.00%) Data Analysis
3 12 (25.00%) Data Modelling
4 11 (22.92%) Agile Software Development
5 9 (18.75%) Migration
6 7 (14.58%) Analytics
6 7 (14.58%) Stakeholder Management
7 5 (10.42%) Kimball Methodology
7 5 (10.42%) Master Data Management
7 5 (10.42%) Problem-Solving
7 5 (10.42%) Scrum
8 4 (8.33%) Data Management
8 4 (8.33%) Data Migration
9 3 (6.25%) Business Analysis
9 3 (6.25%) Change Management
9 3 (6.25%) Continuous Improvement
9 3 (6.25%) Dimensional Modelling
9 3 (6.25%) Programme Management
9 3 (6.25%) User Stories
Programming Languages
1 28 (58.33%) SQL
2 6 (12.50%) T-SQL
3 3 (6.25%) PL/SQL
4 2 (4.17%) VBA
5 1 (2.08%) Bash Shell
5 1 (2.08%) C#
5 1 (2.08%) JavaScript
5 1 (2.08%) Korn
5 1 (2.08%) Shell Script
5 1 (2.08%) VB
Qualifications
1 5 (10.42%) SC Cleared
1 5 (10.42%) Security Cleared
Quality Assurance & Compliance
1 3 (6.25%) PMO
2 1 (2.08%) QA
System Software
1 1 (2.08%) Active Directory
Vendors
1 12 (25.00%) Microsoft
2 10 (20.83%) Teradata
3 8 (16.67%) Oracle
4 6 (12.50%) Cognos
5 3 (6.25%) Tableau
6 2 (4.17%) IBM
6 2 (4.17%) SAP
7 1 (2.08%) GoldenSource
7 1 (2.08%) Hortonworks
7 1 (2.08%) Informatica