Period
to 25 September 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 25 September 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
25 Sep 2018
Same period 2017 Same period 2016
Rank 64 54 65
Rank change year-on-year -10 +11 -28
Contract jobs citing Data Warehouse 51 57 43
As % of all contract IT jobs advertised in Bristol 2.52% 3.17% 2.47%
As % of the Database & Business Intelligence category 9.73% 15.28% 13.07%
Number of daily rates quoted 45 45 32
Bristol median daily rate £425 £410 £331
Median daily rate % change year-on-year +3.66% +23.77% -16.40%
10th Percentile £313 £300 £263
90th Percentile £575 £483 £425
South West median daily rate £438 £425 £363
% change year-on-year +2.94% +17.24% -9.38%
Number of hourly rates quoted 0 1 0
Bristol median hourly rate - £13.25 -
South West median hourly rate £37.29 £13.25 £44.00
% change year-on-year +181.42% -69.89% +46.67%

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 524 373 329
As % of all contract IT jobs advertised in Bristol 25.85% 20.76% 18.89%
Number of daily rates quoted 407 261 245
Bristol median daily rate £425 £400 £363
Median daily rate % change year-on-year +6.25% +10.34% -3.33%
10th Percentile £285 £294 £266
90th Percentile £550 £525 £525
South West median daily rate £425 £400 £350
% change year-on-year +6.25% +14.29% -6.67%
Number of hourly rates quoted 6 4 3
Bristol median hourly rate £51.50 £13.38 £40.00
Median hourly rate % change year-on-year +285.05% -66.56% -70.37%
10th Percentile £27.38 £11.06 £29.70
90th Percentile £69.38 £45.36 £46.50
South West median hourly rate £38.00 £39.50 £33.00
% change year-on-year -3.80% +19.70% +1.54%

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 25 September 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 25 September 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 29 (56.86%) SQL
2 26 (50.98%) Business Intelligence
3 25 (49.02%) Finance
4 21 (41.18%) Data Modelling
5 17 (33.33%) Agile Software Development
6 13 (25.49%) SQL Server Integration Services
6 13 (25.49%) Analytics
6 13 (25.49%) ETL
7 12 (23.53%) Data Quality
8 10 (19.61%) Enterprise Data Warehouse
8 10 (19.61%) Power BI
9 9 (17.65%) Big Data
9 9 (17.65%) SC Cleared
9 9 (17.65%) Security Cleared
9 9 (17.65%) Hadoop
9 9 (17.65%) SQL Server Reporting Services
9 9 (17.65%) Star Schema
9 9 (17.65%) SQL Server
10 8 (15.69%) OLAP
10 8 (15.69%) T-SQL
10 8 (15.69%) Microsoft
10 8 (15.69%) Microsoft Azure
10 8 (15.69%) Kafka
10 8 (15.69%) Apache Hive
10 8 (15.69%) SQL Optimisation
10 8 (15.69%) Data Science
10 8 (15.69%) OLAP Cube
10 8 (15.69%) Machine Learning
10 8 (15.69%) Oozie
10 8 (15.69%) Apache Spark

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 8 (15.69%) Apache Spark
2 1 (1.96%) SAS
Applications
1 4 (7.84%) Microsoft Excel
2 1 (1.96%) Microsoft Project
Business Applications
1 1 (1.96%) Cognos Business Intelligence
Cloud Services
1 8 (15.69%) Microsoft Azure
2 1 (1.96%) Amazon AWS
2 1 (1.96%) Azure Data Factory
Database & Business Intelligence
1 13 (25.49%) SQL Server Integration Services
2 10 (19.61%) Enterprise Data Warehouse
2 10 (19.61%) Power BI
3 9 (17.65%) Big Data
3 9 (17.65%) Hadoop
3 9 (17.65%) SQL Server
3 9 (17.65%) SQL Server Reporting Services
3 9 (17.65%) Star Schema
4 8 (15.69%) Apache Hive
4 8 (15.69%) OLAP
4 8 (15.69%) OLAP Cube
5 5 (9.80%) SQL Server Analysis Services
6 4 (7.84%) BusinessObjects
7 2 (3.92%) QlikView
7 2 (3.92%) Relational Database
7 2 (3.92%) SQL Server 2016
8 1 (1.96%) Amazon Redshift
8 1 (1.96%) Azure SQL Data Warehouse
8 1 (1.96%) Data Lake
8 1 (1.96%) SQL Server 2014
Development Applications
1 3 (5.88%) Visual Studio
2 2 (3.92%) SQL Server Management Studio (SSMS)
2 2 (3.92%) Team Foundation Server
General
1 25 (49.02%) Finance
2 2 (3.92%) Banking
2 2 (3.92%) Retail
3 1 (1.96%) Electronics
3 1 (1.96%) Manufacturing
3 1 (1.96%) Marketing
3 1 (1.96%) Telecoms
Job Titles
1 13 (25.49%) Developer
1 13 (25.49%) Project Manager
2 10 (19.61%) Data Engineer
3 9 (17.65%) Business Intelligence Manager
4 8 (15.69%) Hadoop Engineer
5 7 (13.73%) Business Intelligence Project Manager
6 6 (11.76%) Analyst
6 6 (11.76%) Data Warehouse Manager
6 6 (11.76%) Data Warehouse Project Manager
7 4 (7.84%) Agile Project Manager
7 4 (7.84%) Business Intelligence Developer
7 4 (7.84%) DBA
8 3 (5.88%) Architect
8 3 (5.88%) Business Analyst
8 3 (5.88%) Data Architect
8 3 (5.88%) SQL Developer
9 2 (3.92%) Data Analyst
9 2 (3.92%) Development Project Manager
9 2 (3.92%) ETL Developer
9 2 (3.92%) SQL DBA
Libraries, Frameworks & Software Standards
1 8 (15.69%) Kafka
2 2 (3.92%) .NET
3 1 (1.96%) ASP.NET
3 1 (1.96%) MDX
3 1 (1.96%) Web Services
Miscellaneous
1 3 (5.88%) Analytical Skills
2 2 (3.92%) Computer Science
2 2 (3.92%) Management Information System
2 2 (3.92%) Self-Motivation
3 1 (1.96%) Data Structures
3 1 (1.96%) Derivative
3 1 (1.96%) Fintech
3 1 (1.96%) NHS
Operating Systems
1 2 (3.92%) Windows
2 1 (1.96%) Unix
2 1 (1.96%) Windows Server
Processes & Methodologies
1 26 (50.98%) Business Intelligence
2 21 (41.18%) Data Modelling
3 17 (33.33%) Agile Software Development
4 13 (25.49%) Analytics
4 13 (25.49%) ETL
5 8 (15.69%) Data Science
5 8 (15.69%) Machine Learning
5 8 (15.69%) SQL Optimisation
6 7 (13.73%) Scrum
7 6 (11.76%) Data Integration
7 6 (11.76%) Master Data Management
7 6 (11.76%) Migration
7 6 (11.76%) Visualisation
8 5 (9.80%) Problem-Solving
8 5 (9.80%) Project Management
8 5 (9.80%) Stakeholder Management
9 4 (7.84%) Programme Management
9 4 (7.84%) Web Application Development
10 3 (5.88%) Data Analysis
10 3 (5.88%) Dimensional Modelling
Programming Languages
1 29 (56.86%) SQL
2 8 (15.69%) T-SQL
3 3 (5.88%) PL/SQL
4 2 (3.92%) C#
5 1 (1.96%) Data Analysis Expressions (DAX)
5 1 (1.96%) JavaScript
5 1 (1.96%) Shell Script
5 1 (1.96%) VB
5 1 (1.96%) VB.NET
5 1 (1.96%) VBA
Qualifications
1 9 (17.65%) SC Cleared
1 9 (17.65%) Security Cleared
2 2 (3.92%) Computer Science Degree
2 2 (3.92%) Degree
Quality Assurance & Compliance
1 12 (23.53%) Data Quality
2 1 (1.96%) IFRS
2 1 (1.96%) PMO
2 1 (1.96%) Solvency II
System Software
1 1 (1.96%) Active Directory
Systems Management
1 8 (15.69%) Oozie
Vendors
1 8 (15.69%) Microsoft
2 5 (9.80%) Oracle
3 4 (7.84%) Teradata
4 3 (5.88%) Tableau
5 2 (3.92%) Cognos
5 2 (3.92%) SAP