Period
to 16 December 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 16 December 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
16 Dec 2018
Same period 2017 Same period 2016
Rank 68 52 68
Rank change year-on-year -16 +16 -45
Contract jobs citing Data Warehouse 64 67 40
As % of all contract IT jobs advertised in Bristol 2.92% 3.44% 2.36%
As % of the Database & Business Intelligence category 10.88% 16.83% 11.73%
Number of daily rates quoted 56 52 26
Bristol median daily rate £425 £425 £325
Median daily rate % change year-on-year - +30.77% -13.33%
10th Percentile £325 £301 £263
90th Percentile £575 £533 £430
South West median daily rate £431 £425 £375
% change year-on-year +1.47% +13.33% -6.25%
Number of hourly rates quoted 0 1 0
Bristol median hourly rate - £13.25 -
South West median hourly rate £22.00 £13.25 £42.00
% change year-on-year +66.04% -68.45% +40.00%

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 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 588 398 341
As % of all contract IT jobs advertised in Bristol 26.86% 20.41% 20.15%
Number of daily rates quoted 447 281 247
Bristol median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £313 £297 £277
90th Percentile £575 £520 £530
South West median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 14 5 3
Bristol median hourly rate £42.50 £13.50 £40.00
Median hourly rate % change year-on-year +214.81% -66.25% -29.20%
10th Percentile £32.50 £11.25 £29.70
90th Percentile £68.38 £54.25 £46.50
South West median hourly rate £40.00 £32.50 £38.00
% change year-on-year +23.08% -14.47% -

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 16 December 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 16 December 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 35 (54.69%) SQL
2 32 (50.00%) Business Intelligence
3 28 (43.75%) Finance
4 24 (37.50%) Data Modelling
4 24 (37.50%) Agile Software Development
5 15 (23.44%) Power BI
6 13 (20.31%) Hadoop
7 12 (18.75%) ETL
7 12 (18.75%) Data Quality
7 12 (18.75%) Big Data
7 12 (18.75%) Analytics
8 11 (17.19%) Apache Spark
8 11 (17.19%) Enterprise Data Warehouse
8 11 (17.19%) Apache Hive
8 11 (17.19%) Microsoft Azure
8 11 (17.19%) SQL Server Reporting Services
9 10 (15.63%) SQL Server Integration Services
9 10 (15.63%) Amazon AWS
9 10 (15.63%) Tableau
10 9 (14.06%) Data Science
10 9 (14.06%) Scrum
10 9 (14.06%) Star Schema
10 9 (14.06%) SQL Server
10 9 (14.06%) Visualisation
11 8 (12.50%) SC Cleared
11 8 (12.50%) Security Cleared
11 8 (12.50%) OLAP
11 8 (12.50%) Oracle
11 8 (12.50%) Teradata
11 8 (12.50%) Kafka

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 11 (17.19%) Apache Spark
2 1 (1.56%) SAS
Applications
1 3 (4.69%) Microsoft Excel
2 1 (1.56%) Microsoft Office
2 1 (1.56%) Microsoft Project
Business Applications
1 1 (1.56%) Cognos Business Intelligence
1 1 (1.56%) Dynamics CRM
1 1 (1.56%) Maximo
Cloud Services
1 11 (17.19%) Microsoft Azure
2 10 (15.63%) Amazon AWS
3 3 (4.69%) Amazon EMR
3 3 (4.69%) Amazon Kinesis
3 3 (4.69%) Amazon S3
3 3 (4.69%) AWS Lambda
3 3 (4.69%) Serverless
4 1 (1.56%) Dynamics 365
Database & Business Intelligence
1 15 (23.44%) Power BI
2 13 (20.31%) Hadoop
3 12 (18.75%) Big Data
4 11 (17.19%) Apache Hive
4 11 (17.19%) Enterprise Data Warehouse
4 11 (17.19%) SQL Server Reporting Services
5 10 (15.63%) SQL Server Integration Services
6 9 (14.06%) SQL Server
6 9 (14.06%) Star Schema
7 8 (12.50%) OLAP
7 8 (12.50%) OLAP Cube
8 6 (9.38%) Relational Database
8 6 (9.38%) SQL Server Analysis Services
9 5 (7.81%) BusinessObjects
9 5 (7.81%) Data Lake
10 3 (4.69%) Amazon Athena
10 3 (4.69%) Amazon Redshift
10 3 (4.69%) QlikView
10 3 (4.69%) RDBMS
10 3 (4.69%) Sqoop
Development Applications
1 1 (1.56%) Visual Studio
1 1 (1.56%) Visual Studio Team System
General
1 28 (43.75%) Finance
2 5 (7.81%) Retail
3 4 (6.25%) Banking
4 3 (4.69%) Financial Institution
5 2 (3.13%) Corporate Banking
6 1 (1.56%) Aerospace
6 1 (1.56%) Billing
Job Titles
1 26 (40.63%) Developer
2 10 (15.63%) Business Intelligence Developer
2 10 (15.63%) Project Manager
3 8 (12.50%) Data Engineer
3 8 (12.50%) Hadoop Engineer
4 7 (10.94%) Analyst
4 7 (10.94%) Business Intelligence Manager
5 5 (7.81%) Business Analyst
5 5 (7.81%) Business Intelligence Project Manager
6 4 (6.25%) Architect
6 4 (6.25%) Data Architect
6 4 (6.25%) Data Warehouse Manager
6 4 (6.25%) Data Warehouse Project Manager
6 4 (6.25%) Power BI Developer
6 4 (6.25%) SQL Developer
7 3 (4.69%) Agile Project Manager
7 3 (4.69%) QlikView Developer
7 3 (4.69%) Tableau Developer
8 2 (3.13%) Designer
8 2 (3.13%) Teradata Developer
Libraries, Frameworks & Software Standards
1 8 (12.50%) Kafka
2 5 (7.81%) Web Services
3 1 (1.56%) .NET
3 1 (1.56%) MDX
Miscellaneous
1 6 (9.38%) Analytical Skills
2 2 (3.13%) Self-Motivation
3 1 (1.56%) Derivative
3 1 (1.56%) Fintech
3 1 (1.56%) Management Information System
Operating Systems
1 1 (1.56%) Unix
1 1 (1.56%) Windows
Processes & Methodologies
1 32 (50.00%) Business Intelligence
2 24 (37.50%) Agile Software Development
2 24 (37.50%) Data Modelling
3 12 (18.75%) Analytics
3 12 (18.75%) ETL
4 9 (14.06%) Data Science
4 9 (14.06%) Scrum
4 9 (14.06%) Visualisation
5 8 (12.50%) Machine Learning
5 8 (12.50%) SQL Optimisation
6 7 (10.94%) Stakeholder Management
7 6 (9.38%) Data Visualisation
7 6 (9.38%) SDLC
8 5 (7.81%) Data Integration
8 5 (7.81%) Project Management
8 5 (7.81%) Translating Business Requirements
9 4 (6.25%) Master Data Management
9 4 (6.25%) Migration
9 4 (6.25%) Web Application Development
10 3 (4.69%) MapReduce
Programming Languages
1 35 (54.69%) SQL
2 6 (9.38%) Java
3 4 (6.25%) Python
3 4 (6.25%) Shell Script
3 4 (6.25%) T-SQL
4 3 (4.69%) Scala
5 2 (3.13%) PL/SQL
6 1 (1.56%) C#
6 1 (1.56%) Data Analysis Expressions (DAX)
6 1 (1.56%) PowerShell
6 1 (1.56%) VB.NET
Qualifications
1 8 (12.50%) SC Cleared
1 8 (12.50%) Security Cleared
2 3 (4.69%) Degree
3 2 (3.13%) Computer Science Degree
4 1 (1.56%) PMI Certification
4 1 (1.56%) PMP
Quality Assurance & Compliance
1 12 (18.75%) Data Quality
2 1 (1.56%) IFRS
2 1 (1.56%) Solvency II
Systems Management
1 8 (12.50%) Oozie
Vendors
1 10 (15.63%) Tableau
2 8 (12.50%) Oracle
2 8 (12.50%) Teradata
3 6 (9.38%) Microsoft
4 3 (4.69%) Cognos
5 1 (1.56%) Informatica
5 1 (1.56%) PeopleSoft
5 1 (1.56%) SAP