Period
to 18 November 2017

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 6 months to 18 November 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.

Data Management
South West > Bristol
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 95 93 84
Rank change year-on-year -2 -9 +6
Contract jobs citing Data Management 27 19 22
As % of all contract IT jobs advertised in Bristol 1.38% 1.09% 1.27%
As % of the Processes & Methodologies category 1.73% 1.32% 1.57%
Number of daily rates quoted 17 15 20
Bristol median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -16.67%
10th Percentile £275 £305 £277
90th Percentile £553 £590 £455
South West median daily rate £450 £420 £375
% change year-on-year +7.14% +12.00% -15.01%
Number of hourly rates quoted 3 0 0
Bristol median hourly rate £13.50 - -
South West median hourly rate £35.00 - -

Data Management is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Bristol
Contract vacancies with a requirement for process or methodology skills 1563 1443 1404
As % of all contract IT jobs advertised in Bristol 79.70% 82.98% 81.06%
Number of daily rates quoted 1059 1045 1094
Bristol median daily rate £388 £375 £375
Median daily rate % change year-on-year +3.33% - -
10th Percentile £263 £256 £263
90th Percentile £538 £550 £531
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 47 66 36
Bristol median hourly rate £23.00 £26.58 £18.00
Median hourly rate % change year-on-year -13.45% +47.64% -20.00%
10th Percentile £11.90 £12.00 £13.00
90th Percentile £48.50 £46.25 £48.75
South West median hourly rate £35.00 £31.50 £38.50
% change year-on-year +11.11% -18.18% +48.08%

Data Management
Job Vacancy Trend in Bristol

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

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 6 months to 18 November 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 contractor hourly rates quoted in IT jobs citing Data Management in Bristol.

Contractor hourly rate trend for Data Management in Bristol

Data Management
Contractor Hourly Rate Histogram in Bristol

The hourly rate distribution of IT jobs citing Data Management in Bristol over the 6 months to 18 November 2017.

Contractor hourly rate histogram for Data Management in Bristol

For the 6 months to 18 November 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 13 (48.15%) Analytical Skills
2 10 (37.04%) Finance
2 10 (37.04%) Data Quality
3 8 (29.63%) Microsoft Excel
4 7 (25.93%) Microsoft
5 6 (22.22%) Management Information System
5 6 (22.22%) Data Warehouse
5 6 (22.22%) Degree
5 6 (22.22%) QA
5 6 (22.22%) Data Mapping
6 5 (18.52%) SAS
6 5 (18.52%) Agile Software Development
7 4 (14.81%) SQL
7 4 (14.81%) Enterprise Architecture
7 4 (14.81%) Big Data
7 4 (14.81%) Relational Database
7 4 (14.81%) Geospatial Data
7 4 (14.81%) Coaching
8 3 (11.11%) Analytical Thinking
8 3 (11.11%) Actionable Insight
8 3 (11.11%) GDPR
8 3 (11.11%) Analytics
8 3 (11.11%) Hadoop
8 3 (11.11%) Data Architecture
8 3 (11.11%) Tableau
8 3 (11.11%) Business Analysis
8 3 (11.11%) Security Cleared
8 3 (11.11%) Data Protection
8 3 (11.11%) Incident Management
8 3 (11.11%) Project Management

Data Management
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 5 (18.52%) SAS
2 1 (3.70%) Apache Spark
Applications
1 8 (29.63%) Microsoft Excel
2 2 (7.41%) Spreadsheet
2 2 (7.41%) SPSS
3 1 (3.70%) Acrobat
3 1 (3.70%) Microsoft Office
3 1 (3.70%) MS Visio
Business Applications
1 1 (3.70%) Maximo
1 1 (3.70%) Unit4 Business World
Cloud Services
1 1 (3.70%) Google Cloud Platform
Communications & Networking
1 1 (3.70%) Internet
1 1 (3.70%) WAN
Database & Business Intelligence
1 6 (22.22%) Data Warehouse
2 4 (14.81%) Big Data
2 4 (14.81%) Geospatial Data
2 4 (14.81%) Relational Database
3 3 (11.11%) BusinessObjects
3 3 (11.11%) Hadoop
4 2 (7.41%) Apache Hive
4 2 (7.41%) Endeca
4 2 (7.41%) HBase
4 2 (7.41%) MongoDB
4 2 (7.41%) Neo4j
4 2 (7.41%) QlikView
5 1 (3.70%) Base SAS
5 1 (3.70%) Data Lake
5 1 (3.70%) MS Access
5 1 (3.70%) Spatial Data
Development Applications
1 1 (3.70%) Git (software)
1 1 (3.70%) Mercurial
1 1 (3.70%) TeamCity
1 1 (3.70%) Visual Studio
General
1 10 (37.04%) Finance
2 3 (11.11%) Banking
2 3 (11.11%) Telecoms
3 2 (7.41%) Legal
3 2 (7.41%) Marketing
4 1 (3.70%) Advertising
4 1 (3.70%) Manufacturing
4 1 (3.70%) Retail
4 1 (3.70%) Retail Banking
Job Titles
1 11 (40.74%) Analyst
2 7 (25.93%) Business Analyst
3 4 (14.81%) Architect
3 4 (14.81%) Senior Analyst
4 3 (11.11%) Data Architect
4 3 (11.11%) Data Business Analyst
4 3 (11.11%) Data Protection Officer
5 2 (7.41%) Data Analyst
5 2 (7.41%) MI Manager
5 2 (7.41%) Senior Architect
5 2 (7.41%) Senior Data Architect
6 1 (3.70%) .NET Developer
6 1 (3.70%) Customer Analyst
6 1 (3.70%) Enterprise Data Architect
6 1 (3.70%) Insurance Business Analyst
6 1 (3.70%) Lead Business Analyst
6 1 (3.70%) Maximo Analyst
6 1 (3.70%) PMO Analyst
6 1 (3.70%) Senior Commercial Manager
6 1 (3.70%) Senior Enterprise Architect
Libraries, Frameworks & Software Standards
1 1 (3.70%) .NET
1 1 (3.70%) Kafka
1 1 (3.70%) WPF
Miscellaneous
1 13 (48.15%) Analytical Skills
2 6 (22.22%) Management Information System
3 2 (7.41%) Data Structures
3 2 (7.41%) Reference Data
4 1 (3.70%) Social Media
4 1 (3.70%) Taxonomies
Processes & Methodologies
1 6 (22.22%) Data Mapping
2 5 (18.52%) Agile Software Development
3 4 (14.81%) Coaching
3 4 (14.81%) Enterprise Architecture
4 3 (11.11%) Actionable Insight
4 3 (11.11%) Analytical Thinking
4 3 (11.11%) Analytics
4 3 (11.11%) Business Analysis
4 3 (11.11%) Data Architecture
4 3 (11.11%) Data Modelling
4 3 (11.11%) Data Protection
4 3 (11.11%) ETL
4 3 (11.11%) Incident Management
4 3 (11.11%) Project Management
4 3 (11.11%) Stakeholder Management
4 3 (11.11%) TOGAF
5 2 (7.41%) Business Intelligence
5 2 (7.41%) GAP Analysis
5 2 (7.41%) ITIL
5 2 (7.41%) Migration
Programming Languages
1 4 (14.81%) SQL
2 1 (3.70%) C#
2 1 (3.70%) PowerShell
2 1 (3.70%) Python
2 1 (3.70%) SAS Macro
2 1 (3.70%) Scala
Qualifications
1 6 (22.22%) Degree
2 3 (11.11%) Security Cleared
3 2 (7.41%) SC Cleared
Quality Assurance & Compliance
1 10 (37.04%) Data Quality
2 6 (22.22%) QA
3 3 (11.11%) GDPR
4 1 (3.70%) PMO
Systems Management
1 1 (3.70%) Systems Management Server (SMS)
Vendors
1 7 (25.93%) Microsoft
2 3 (11.11%) SAP
2 3 (11.11%) Tableau
3 2 (7.41%) Cloudera
3 2 (7.41%) MapR
3 2 (7.41%) Nuix
3 2 (7.41%) Oracle
3 2 (7.41%) Splunk
4 1 (3.70%) Adobe
4 1 (3.70%) Google
4 1 (3.70%) HP
4 1 (3.70%) Informatica
4 1 (3.70%) Remedy