Period
to 23 January 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 23 January 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
23 Jan 2018
Same period 2017 Same period 2016
Rank 55 73 22
Rank change year-on-year +18 -51 +20
Contract jobs citing Data Warehouse 59 30 107
As % of all contract IT jobs advertised in Bristol 3.12% 1.93% 6.60%
As % of the Database & Business Intelligence category 15.86% 9.49% 25.60%
Number of daily rates quoted 47 23 90
Bristol median daily rate £425 £325 £383
Median daily rate % change year-on-year +30.77% -15.03% +0.66%
10th Percentile £300 £253 £312
90th Percentile £508 £504 £502
South West median daily rate £425 £375 £420
% change year-on-year +13.33% -10.71% +8.39%
Number of hourly rates quoted 1 0 0
Bristol median hourly rate £13.25 - -
South West median hourly rate £13.25 £41.00 -
% change year-on-year -67.68% - -

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 372 316 418
As % of all contract IT jobs advertised in Bristol 19.64% 20.36% 25.79%
Number of daily rates quoted 267 233 351
Bristol median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -6.25%
10th Percentile £292 £275 £289
90th Percentile £513 £545 £488
South West median daily rate £415 £365 £375
% change year-on-year +13.70% -2.67% -
Number of hourly rates quoted 4 1 3
Bristol median hourly rate £29.13 £45.00 £13.00
Median hourly rate % change year-on-year -35.28% +246.15% -72.63%
10th Percentile £11.06 £42.50 £12.50
90th Percentile £55.38 £47.50 £14.43
South West median hourly rate £30.00 £40.00 £39.75
% change year-on-year -25.00% +0.63% +30.33%

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 23 January 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 23 January 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 34 (57.63%) SQL
2 29 (49.15%) Business Intelligence
3 23 (38.98%) SQL Server
4 22 (37.29%) Finance
5 18 (30.51%) ETL
6 17 (28.81%) SQL Server Integration Services
7 15 (25.42%) SQL Server Reporting Services
8 14 (23.73%) Banking
8 14 (23.73%) Microsoft
9 13 (22.03%) Analytics
10 12 (20.34%) Data Modelling
10 12 (20.34%) SQL Server Analysis Services
11 10 (16.95%) Data Analysis
11 10 (16.95%) Agile Software Development
11 10 (16.95%) Analytical Skills
11 10 (16.95%) SDLC
12 9 (15.25%) Oracle
12 9 (15.25%) Migration
12 9 (15.25%) Teradata
13 8 (13.56%) BusinessObjects
13 8 (13.56%) Kimball Methodology
14 7 (11.86%) Data Protection
15 6 (10.17%) SC Cleared
15 6 (10.17%) Security Cleared
15 6 (10.17%) Data Migration
15 6 (10.17%) Data Management
15 6 (10.17%) SAS
15 6 (10.17%) T-SQL
15 6 (10.17%) Stakeholder Management
15 6 (10.17%) Relational Database

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 6 (10.17%) SAS
2 1 (1.69%) Apache Spark
Applications
1 4 (6.78%) Microsoft Excel
2 1 (1.69%) Microsoft PowerPoint
2 1 (1.69%) Microsoft Project
2 1 (1.69%) MS Visio
Business Applications
1 5 (8.47%) Cognos Business Intelligence
2 1 (1.69%) Cognos TM1
2 1 (1.69%) Oracle EBS
Cloud Services
1 5 (8.47%) Microsoft Azure
2 3 (5.08%) Amazon AWS
3 1 (1.69%) Google Cloud Platform
Communications & Networking
1 1 (1.69%) Intranet
1 1 (1.69%) SMS
Database & Business Intelligence
1 23 (38.98%) SQL Server
2 17 (28.81%) SQL Server Integration Services
3 15 (25.42%) SQL Server Reporting Services
4 12 (20.34%) SQL Server Analysis Services
5 8 (13.56%) BusinessObjects
6 6 (10.17%) Relational Database
7 5 (8.47%) Cognos Framework Manager
8 4 (6.78%) BusinessObjects Web Intelligence
8 4 (6.78%) Hadoop
8 4 (6.78%) Power BI
8 4 (6.78%) SQL Server 2012
9 3 (5.08%) Azure SQL Data Warehouse
9 3 (5.08%) Azure SQL Database
9 3 (5.08%) SQL Server 2016
10 2 (3.39%) Cognos Report Studio
10 2 (3.39%) Oracle BI EE
10 2 (3.39%) Oracle ODI
10 2 (3.39%) SQL Server 2008
11 1 (1.69%) Microsoft Analysis Services
11 1 (1.69%) QlikView
Development Applications
1 4 (6.78%) Team Foundation Server
2 2 (3.39%) ProC
3 1 (1.69%) Visual Studio
General
1 22 (37.29%) Finance
2 14 (23.73%) Banking
3 5 (8.47%) Retail Banking
4 2 (3.39%) Marketing
4 2 (3.39%) Telecoms
5 1 (1.69%) Advertising
Job Titles
1 31 (52.54%) Developer
2 10 (16.95%) Business Intelligence Developer
3 9 (15.25%) Analyst
3 9 (15.25%) Business Developer
4 7 (11.86%) Architect
5 6 (10.17%) Data Architect
5 6 (10.17%) SSIS Developer
6 5 (8.47%) Data Warehouse Architect
6 5 (8.47%) SAP BusinessObjects (BO) Developer
7 4 (6.78%) Data Analyst
7 4 (6.78%) SAS Developer
7 4 (6.78%) SQL Developer
7 4 (6.78%) SSAS Developer
8 3 (5.08%) Consultant
8 3 (5.08%) Data Protection Officer
8 3 (5.08%) SQL Analyst
8 3 (5.08%) SQL Data Analyst
8 3 (5.08%) SSRS Developer
8 3 (5.08%) Teradata Analyst
8 3 (5.08%) Test Manager
Libraries, Frameworks & Software Standards
1 3 (5.08%) Entity Framework
2 1 (1.69%) .NET
2 1 (1.69%) Kafka
2 1 (1.69%) Web Services
Miscellaneous
1 10 (16.95%) Analytical Skills
2 3 (5.08%) Greenfield Project
3 1 (1.69%) Computer Science
3 1 (1.69%) Data Structures
3 1 (1.69%) Management Information System
3 1 (1.69%) SCADA
3 1 (1.69%) Social Media
Processes & Methodologies
1 29 (49.15%) Business Intelligence
2 18 (30.51%) ETL
3 13 (22.03%) Analytics
4 12 (20.34%) Data Modelling
5 10 (16.95%) Agile Software Development
5 10 (16.95%) Data Analysis
5 10 (16.95%) SDLC
6 9 (15.25%) Migration
7 8 (13.56%) Kimball Methodology
8 7 (11.86%) Data Protection
9 6 (10.17%) Data Management
9 6 (10.17%) Data Migration
9 6 (10.17%) Stakeholder Management
10 5 (8.47%) Business Analysis
11 4 (6.78%) Change Management
11 4 (6.78%) Dashboard Development
11 4 (6.78%) Dimensional Modelling
11 4 (6.78%) SOA
12 3 (5.08%) Machine Learning
12 3 (5.08%) Waterfall
Programming Languages
1 34 (57.63%) SQL
2 6 (10.17%) T-SQL
3 4 (6.78%) VBA
4 3 (5.08%) R
5 2 (3.39%) PROC SQL
6 1 (1.69%) C#
6 1 (1.69%) PL/SQL
6 1 (1.69%) Python
6 1 (1.69%) Scala
Qualifications
1 6 (10.17%) SC Cleared
1 6 (10.17%) Security Cleared
2 3 (5.08%) Degree
3 1 (1.69%) Computer Science Degree
3 1 (1.69%) ISEB
3 1 (1.69%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 5 (8.47%) Data Quality
2 3 (5.08%) GDPR
3 1 (1.69%) QA
Vendors
1 14 (23.73%) Microsoft
2 9 (15.25%) Oracle
2 9 (15.25%) Teradata
3 5 (8.47%) Cognos
3 5 (8.47%) Tableau
4 4 (6.78%) Netezza
5 3 (5.08%) SAP
6 1 (1.69%) Capita
6 1 (1.69%) Google
6 1 (1.69%) HP
6 1 (1.69%) IBM