The following table provides summary statistics for contract job vacancies advertised in Bristol with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 3 months to 25 March 2017 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.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Management
South West / Bristol
Rank 59 52 47
Rank change year-on-year -7 -5  
Contract jobs citing Data Management 11 20 25
As % of all contract IT jobs advertised in Bristol 1.34% 2.21% 2.98%
As % of the Processes & Methodologies category 1.68% 2.70% 3.80%
Number of daily rates quoted 9 16 18
Median daily rate £375 £297 £420
Median daily rate % change year-on-year +26.26% -29.28%  
90% offered a daily rate of more than £335 £260 £293
10% offered a daily rate of more than £550 £427 £468
UK excluding London median daily rate £400 £425 £425
% change year-on-year -5.88% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £27.50 £31.71 £17.75
% change year-on-year -13.26% +78.63%  

Data Management is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Bristol with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Bristol
Contract job vacancies with a requirement for process and methodology skills 656 742 658
As % of all contract IT job vacancies advertised in Bristol 79.71% 81.99% 78.43%
Number of daily rates quoted 445 533 477
Median daily rate £388 £375 £388
Median daily rate % change year-on-year +3.33% -3.22%  
90% offered a daily rate of more than £263 £282 £275
10% offered a daily rate of more than £525 £493 £509
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% +0.06%  
Number of hourly rates quoted 22 27 9
Median hourly rate £37.50 £39.00 £41.00
Median hourly rate % change year-on-year -3.84% -4.87%  
90% offered a hourly rate of more than £11.00 £31.00 £13.70
10% offered a hourly rate of more than £47.50 £50.00 £55.00
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

Data Management
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Data Management as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Management in Bristol

Data Management
Contractor Daily Rate Trend in Bristol

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

Contractor daily rate trend for Data Management in Bristol

Data Management
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing Data Management in Bristol over the 3 months to 25 March 2017.

Contractor daily rate histogram for Data Management in Bristol

Data Management
Contractor Hourly Rate Trend in Bristol

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

Contractor hourly rate trend for Data Management in Bristol

Data Management
Top 30 Related IT Skills in Bristol

For the 6 months to 25 March 2017, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Bristol region with a requirement for Data Management.

1 8 (40.00%) Data Modelling
1 8 (40.00%) Agile Software Development
2 7 (35.00%) SQL
2 7 (35.00%) Data Structures
3 6 (30.00%) Security Cleared
3 6 (30.00%) SQL Server
4 5 (25.00%) Scrum
4 5 (25.00%) SC Cleared
4 5 (25.00%) Big Data
4 5 (25.00%) Analytical Skills
5 4 (20.00%) SQL Server 2014
5 4 (20.00%) Cloudera
5 4 (20.00%) SQL Server 2012
5 4 (20.00%) Master Data Management
5 4 (20.00%) SQL Server Analysis Services
5 4 (20.00%) SQL Server 2008
5 4 (20.00%) Hadoop
5 4 (20.00%) Migration
5 4 (20.00%) Management Information System
5 4 (20.00%) SQL Server Integration Services
5 4 (20.00%) TOGAF
5 4 (20.00%) SQL Server Reporting Services
5 4 (20.00%) Microsoft
5 4 (20.00%) ETL
5 4 (20.00%) T-SQL
5 4 (20.00%) ITIL
6 3 (15.00%) PRINCE2
6 3 (15.00%) MS Excel
6 3 (15.00%) Data Analysis
6 3 (15.00%) Legal

Data Management
Top Related 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 1 (5.00%) ArcGIS
Applications
1 3 (15.00%) MS Excel
Business Applications
1 1 (5.00%) SAP Oil and Gas
Cloud Services
1 2 (10.00%) Amazon AWS
2 1 (5.00%) SaaS
Communications & Networking
1 1 (5.00%) SAN
Database & Business Intelligence
1 6 (30.00%) SQL Server
2 5 (25.00%) Big Data
3 4 (20.00%) Hadoop
3 4 (20.00%) SQL Server 2008
3 4 (20.00%) SQL Server 2012
3 4 (20.00%) SQL Server 2014
3 4 (20.00%) SQL Server Analysis Services
3 4 (20.00%) SQL Server Integration Services
3 4 (20.00%) SQL Server Reporting Services
4 3 (15.00%) Apache Hive
4 3 (15.00%) HBase
4 3 (15.00%) MongoDB
4 3 (15.00%) Neo4j
5 2 (10.00%) Data Warehouse
5 2 (10.00%) GIS
5 2 (10.00%) Spatial Data
6 1 (5.00%) Ingres
6 1 (5.00%) Power BI
6 1 (5.00%) QlikView
Development Applications
1 3 (15.00%) SQL Server Management Studio (SSMS)
General
1 3 (15.00%) Legal
2 1 (5.00%) Electronics
2 1 (5.00%) Finance
2 1 (5.00%) Manufacturing
2 1 (5.00%) Marketing
2 1 (5.00%) Military
2 1 (5.00%) Telecoms
Job Titles
1 7 (35.00%) Architect
2 5 (25.00%) DBA
2 5 (25.00%) SQL DBA
3 4 (20.00%) Administrator
4 3 (15.00%) Data Architect
4 3 (15.00%) TOGAF Architect
5 2 (10.00%) AWS Developer
5 2 (10.00%) C# Developer
5 2 (10.00%) C# WPF Developer
5 2 (10.00%) C++ Developer
5 2 (10.00%) C++/C# Developer
5 2 (10.00%) Cloud Developer
5 2 (10.00%) Data Modeller
5 2 (10.00%) Developer
5 2 (10.00%) ETL Architect
5 2 (10.00%) Hardware Architect
5 2 (10.00%) WPF Developer
6 1 (5.00%) Data Manager
6 1 (5.00%) Programme Director
6 1 (5.00%) Senior Programme Manager
Libraries, Frameworks & Software Standards
1 2 (10.00%) WPF
Miscellaneous
1 7 (35.00%) Data Structures
2 5 (25.00%) Analytical Skills
3 4 (20.00%) Management Information System
4 3 (15.00%) Reference Data
5 2 (10.00%) Computer Science
6 1 (5.00%) Clustering
6 1 (5.00%) Replication
Operating Systems
1 1 (5.00%) Linux
1 1 (5.00%) Unix
1 1 (5.00%) Windows
Processes & Methodologies
1 8 (40.00%) Agile Software Development
1 8 (40.00%) Data Modelling
2 5 (25.00%) Scrum
3 4 (20.00%) ETL
3 4 (20.00%) ITIL
3 4 (20.00%) Master Data Management
3 4 (20.00%) Migration
3 4 (20.00%) TOGAF
4 3 (15.00%) Data Analysis
4 3 (15.00%) Data Architecture
4 3 (15.00%) Data Enrichment
4 3 (15.00%) Data Governance
4 3 (15.00%) Data Integration
4 3 (15.00%) Information Architecture
4 3 (15.00%) Mathematics
4 3 (15.00%) PRINCE2
4 3 (15.00%) Reference Data Management
4 3 (15.00%) Regulatory Compliance
4 3 (15.00%) SDLC
4 3 (15.00%) Waterfall
Programming Languages
1 7 (35.00%) SQL
2 4 (20.00%) T-SQL
3 2 (10.00%) C#
3 2 (10.00%) C++
3 2 (10.00%) VB
3 2 (10.00%) VB6
4 1 (5.00%) PowerShell
4 1 (5.00%) Shell Script
Qualifications
1 6 (30.00%) Security Cleared
2 5 (25.00%) SC Cleared
3 2 (10.00%) Degree
4 1 (5.00%) ISEB
Quality Assurance & Compliance
1 3 (15.00%) Data Quality
2 1 (5.00%) SLA
System Software
1 1 (5.00%) Virtual Machines
Systems Management
1 1 (5.00%) Failover Clustering
1 1 (5.00%) SCCM
Vendors
1 4 (20.00%) Cloudera
1 4 (20.00%) Microsoft
2 3 (15.00%) MapR
2 3 (15.00%) Nuix
2 3 (15.00%) Splunk
3 1 (5.00%) ESRI
3 1 (5.00%) SAP
3 1 (5.00%) Tableau