Period
to 16 December 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Gloucestershire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 16 December 2018 with a comparison to the same period over 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.

Analytical Skills
South West > Gloucestershire
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 9 20 51
Rank change year-on-year +11 +31 -21
Contract jobs citing Analytical Skills 105 46 27
As % of all contract IT jobs advertised in Gloucestershire 13.60% 6.98% 3.03%
As % of the Miscellaneous category 45.65% 30.87% 13.78%
Number of daily rates quoted 66 18 19
Gloucestershire median daily rate £463 £425 £365
Median daily rate % change year-on-year +8.82% +16.44% +4.29%
10th Percentile £313 £282 £313
90th Percentile £548 £490 £505
South West median daily rate £425 £425 £365
% change year-on-year - +16.44% -2.67%
Number of hourly rates quoted 1 1 1
Gloucestershire median hourly rate £52.58 £52.25 £12.00
Median hourly rate % change year-on-year +0.62% +335.42% -71.76%
South West median hourly rate £39.75 £28.25 £26.50
% change year-on-year +40.71% +6.60% -0.93%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Gloucestershire with a requirement for generic IT skills.

All Generic IT Skills
Gloucestershire
Contract vacancies with a requirement for generic IT skills 230 149 196
As % of all contract IT jobs advertised in Gloucestershire 29.79% 22.61% 22.02%
Number of daily rates quoted 131 61 116
Gloucestershire median daily rate £438 £375 £360
Median daily rate % change year-on-year +16.67% +4.17% -3.03%
10th Percentile £275 £128 £123
90th Percentile £538 £488 £500
South West median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 19 19 25
Gloucestershire median hourly rate £45.00 £32.50 £38.00
Median hourly rate % change year-on-year +38.46% -14.47% -8.43%
10th Percentile £11.66 £14.10 £11.44
90th Percentile £52.21 £60.00 £44.40
South West median hourly rate £41.53 £32.50 £26.13
% change year-on-year +27.78% +24.40% -28.91%

Analytical Skills
Job Vacancy Trend in Gloucestershire

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Analytical Skills in Gloucestershire

Analytical Skills
Contractor Daily Rate Trend in Gloucestershire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytical Skills in Gloucestershire.

Contractor daily rate trend for Analytical Skills in Gloucestershire

Analytical Skills
Contractor Daily Rate Histogram in Gloucestershire

The daily rate distribution of IT jobs citing Analytical Skills in Gloucestershire over the 6 months to 16 December 2018.

Contractor daily rate histogram for Analytical Skills in Gloucestershire

Analytical Skills
Contractor Hourly Rate Trend in Gloucestershire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytical Skills in Gloucestershire.

Contractor hourly rate trend for Analytical Skills in Gloucestershire

Analytical Skills
Contract Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Skills within the Gloucestershire region over the 6 months to 16 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Gloucester +20 52 £438 +2.94% 9
Cheltenham +9 24 £503 +29.68% 14
Cirencester -1 7 £450 +87.50% 1
Filton -4 1 - -
Analytical Skills
South West

For the 6 months to 16 December 2018, IT contractor jobs citing Analytical Skills 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 Gloucestershire region with a requirement for Analytical Skills.

1 53 (50.48%) Problem-Solving
2 43 (40.95%) Windows
3 40 (38.10%) Linux
4 38 (36.19%) Security Cleared
5 36 (34.29%) SQL
6 35 (33.33%) SQL Server
7 34 (32.38%) ITIL
7 34 (32.38%) DV Cleared
8 32 (30.48%) Windows Server
9 30 (28.57%) Oracle
9 30 (28.57%) Disaster Recovery
10 28 (26.67%) Active Directory
11 27 (25.71%) Microsoft
11 27 (25.71%) Agile Software Development
12 25 (23.81%) Degree
12 25 (23.81%) Unix
12 25 (23.81%) ITIL V3
13 24 (22.86%) Data Warehouse
14 21 (20.00%) Finance
14 21 (20.00%) Red Hat Enterprise Linux
15 19 (18.10%) SCCM
16 18 (17.14%) Data Security
16 18 (17.14%) Clustering
16 18 (17.14%) Relational Database
17 17 (16.19%) High Availability
17 17 (16.19%) ITSM
17 17 (16.19%) MySQL
17 17 (16.19%) PowerShell
17 17 (16.19%) Dimensional Modelling
17 17 (16.19%) Git (software)

Analytical Skills
Co-occurring IT Skills in Gloucestershire 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 9 (8.57%) Confluence
2 8 (7.62%) Exchange Server 2010
2 8 (7.62%) MS Exchange
3 7 (6.67%) JBoss
3 7 (6.67%) WebLogic
4 6 (5.71%) Apache
4 6 (5.71%) Oracle HTTP Server
4 6 (5.71%) Oracle SOA Suite
4 6 (5.71%) SAS
5 2 (1.90%) Apache Spark
5 2 (1.90%) Skype for Business
6 1 (0.95%) SharePoint
6 1 (0.95%) WebSphere
Applications
1 3 (2.86%) Microsoft Office
2 1 (0.95%) Microsoft Excel
Business Applications
1 6 (5.71%) Oracle BPM
2 1 (0.95%) Dynamics CRM
Cloud Services
1 6 (5.71%) npm
1 6 (5.71%) OpenShift
2 3 (2.86%) Cloud Computing
3 2 (1.90%) Office 365
4 1 (0.95%) Amazon AWS
4 1 (0.95%) Amazon EC2
Communications & Networking
1 10 (9.52%) Network Security
2 8 (7.62%) Firewall
2 8 (7.62%) Intrusion Detection
3 7 (6.67%) DHCP
3 7 (6.67%) DNS
4 6 (5.71%) HTTP
5 5 (4.76%) Fibre Channel
5 5 (4.76%) NAS
6 3 (2.86%) Internet
6 3 (2.86%) iSCSI
7 2 (1.90%) NetScaler
7 2 (1.90%) SAN
7 2 (1.90%) Skype
7 2 (1.90%) SSL
7 2 (1.90%) TCP/IP
7 2 (1.90%) VLAN
7 2 (1.90%) VPN
8 1 (0.95%) Remote Desktop
Database & Business Intelligence
1 35 (33.33%) SQL Server
2 24 (22.86%) Data Warehouse
3 18 (17.14%) Relational Database
4 17 (16.19%) MySQL
5 16 (15.24%) Big Data
6 12 (11.43%) Enterprise Data Warehouse
6 12 (11.43%) IBM InfoSphere
6 12 (11.43%) Oracle Database
6 12 (11.43%) RDBMS
7 11 (10.48%) MongoDB
8 10 (9.52%) DataStage
8 10 (9.52%) DB2
8 10 (9.52%) PostgreSQL
9 9 (8.57%) Power BI
10 8 (7.62%) BusinessObjects
11 7 (6.67%) SQL Server Integration Services
12 6 (5.71%) Oracle ODI
12 6 (5.71%) QualityStage
13 2 (1.90%) Apache Accumulo
13 2 (1.90%) Hadoop
Development Applications
1 17 (16.19%) Git (software)
2 11 (10.48%) JIRA
3 8 (7.62%) Jenkins
4 6 (5.71%) Bitbucket
5 5 (4.76%) Selenium
6 4 (3.81%) ERwin
6 4 (3.81%) MSI
7 2 (1.90%) Atlassian Bamboo
7 2 (1.90%) JMeter
7 2 (1.90%) WATIR
8 1 (0.95%) Oracle Forms
General
1 21 (20.00%) Finance
2 5 (4.76%) Retail
3 3 (2.86%) Banking
4 2 (1.90%) Investment Banking
4 2 (1.90%) Manufacturing
5 1 (0.95%) Billing
5 1 (0.95%) Legal
Job Titles
1 27 (25.71%) Analyst
2 17 (16.19%) Data Analyst
3 16 (15.24%) Developer
4 10 (9.52%) DBA
5 8 (7.62%) Administrator
5 8 (7.62%) Data Centre Analyst
6 7 (6.67%) Business Data Analyst
7 6 (5.71%) Business Intelligence Analyst
8 5 (4.76%) Business Intelligence Data Analyst
8 5 (4.76%) DV Cleared DBA
8 5 (4.76%) ETL Developer
8 5 (4.76%) Oracle DBA
8 5 (4.76%) Security Engineer
8 5 (4.76%) Web Developer
8 5 (4.76%) Wintel Engineer
9 4 (3.81%) Applications Packager
9 4 (3.81%) DV Cleared Application Packager
9 4 (3.81%) Infrastructure Engineer
9 4 (3.81%) Test Analyst
9 4 (3.81%) Unix Engineer
Libraries, Frameworks & Software Standards
1 6 (5.71%) AngularJS
1 6 (5.71%) Java EE
1 6 (5.71%) jQuery
1 6 (5.71%) JSON
1 6 (5.71%) Laravel
1 6 (5.71%) Middleware
1 6 (5.71%) Twitter Bootstrap
1 6 (5.71%) XML
1 6 (5.71%) Zend Framework
2 1 (0.95%) CSS
2 1 (0.95%) CSS3
2 1 (0.95%) HTML
2 1 (0.95%) HTML5
2 1 (0.95%) J2EE
2 1 (0.95%) Java SE
2 1 (0.95%) Web Services
Miscellaneous
1 18 (17.14%) Clustering
2 12 (11.43%) Replication
3 9 (8.57%) Data Centre
4 8 (7.62%) Distributed Denial-of-Service
4 8 (7.62%) Management Information System
5 6 (5.71%) PKI
6 3 (2.86%) HP Storage
6 3 (2.86%) Self-Motivation
7 2 (1.90%) User Experience
8 1 (0.95%) Hybrid Cloud
8 1 (0.95%) Life Science
Operating Systems
1 43 (40.95%) Windows
2 40 (38.10%) Linux
3 32 (30.48%) Windows Server
4 25 (23.81%) Unix
5 21 (20.00%) Red Hat Enterprise Linux
6 13 (12.38%) Windows 10
7 11 (10.48%) Windows Server 2012
8 5 (4.76%) CentOS
8 5 (4.76%) Solaris
9 4 (3.81%) Windows 7
9 4 (3.81%) Windows Server 2008
10 1 (0.95%) AIX
Processes & Methodologies
1 53 (50.48%) Problem-Solving
2 34 (32.38%) ITIL
3 30 (28.57%) Disaster Recovery
4 27 (25.71%) Agile Software Development
5 25 (23.81%) ITIL V3
6 18 (17.14%) Data Security
7 17 (16.19%) Dimensional Modelling
7 17 (16.19%) High Availability
7 17 (16.19%) ITSM
8 16 (15.24%) Business Intelligence
8 16 (15.24%) Service Delivery
9 15 (14.29%) SDLC
9 15 (14.29%) Service Management
10 14 (13.33%) Capacity Planning
11 13 (12.38%) Stakeholder Management
12 12 (11.43%) ETL
12 12 (11.43%) Kimball Methodology
13 11 (10.48%) Inmon Methodology
14 10 (9.52%) Computer Science
14 10 (9.52%) Data Management
Programming Languages
1 36 (34.29%) SQL
2 17 (16.19%) PowerShell
3 16 (15.24%) Shell Script
4 9 (8.57%) PHP
5 8 (7.62%) Bash Shell
5 8 (7.62%) Python
6 7 (6.67%) Java
7 6 (5.71%) C
7 6 (5.71%) PL/SQL
7 6 (5.71%) T-SQL
8 2 (1.90%) Perl
8 2 (1.90%) Ruby
9 1 (0.95%) JavaScript
9 1 (0.95%) VBA
Qualifications
1 38 (36.19%) Security Cleared
2 34 (32.38%) DV Cleared
3 25 (23.81%) Degree
4 10 (9.52%) Computer Science Degree
5 7 (6.67%) ISTQB
6 5 (4.76%) ISEB
6 5 (4.76%) SC Cleared
7 4 (3.81%) Microsoft Certification
8 3 (2.86%) SNIA Certification
9 2 (1.90%) CCNA
9 2 (1.90%) Cisco Certification
9 2 (1.90%) MCP
9 2 (1.90%) MCSA
9 2 (1.90%) MCSE
10 1 (0.95%) AWS Certification
10 1 (0.95%) BPSS Clearance
10 1 (0.95%) CITP
Quality Assurance & Compliance
1 8 (7.62%) Data Quality
2 2 (1.90%) SLA
System Software
1 28 (26.67%) Active Directory
2 16 (15.24%) Hyper-V
3 12 (11.43%) Docker
4 11 (10.48%) vSphere
5 10 (9.52%) Oracle RAC
5 10 (9.52%) XenApp
6 8 (7.62%) Virtual Desktop
6 8 (7.62%) VMware Server
7 4 (3.81%) Microsoft App-V
8 3 (2.86%) Virtual Machines
8 3 (2.86%) VMware ESXi
8 3 (2.86%) XenDesktop
9 2 (1.90%) Firmware
9 2 (1.90%) VMware Infrastructure
Systems Management
1 19 (18.10%) SCCM
2 10 (9.52%) Enterprise Manager Cloud Control
3 8 (7.62%) Microsoft Clustering
4 6 (5.71%) Ansible
5 3 (2.86%) Tivoli
6 2 (1.90%) Forefront Identity Manager
6 2 (1.90%) Microsoft Data Protection Manager
6 2 (1.90%) Opscode Chef
6 2 (1.90%) Puppet
6 2 (1.90%) SCDPM
6 2 (1.90%) SCOM
6 2 (1.90%) SCVMM
Vendors
1 30 (28.57%) Oracle
2 27 (25.71%) Microsoft
3 16 (15.24%) Citrix
4 13 (12.38%) HP
4 13 (12.38%) VMware
5 12 (11.43%) IBM
5 12 (11.43%) Teradata
6 11 (10.48%) NetApp
7 10 (9.52%) Netezza
7 10 (9.52%) Sybase
8 9 (8.57%) Tableau
9 8 (7.62%) CommVault
9 8 (7.62%) McAfee
10 6 (5.71%) Atlassian
10 6 (5.71%) Zend
11 5 (4.76%) CyberArk
11 5 (4.76%) Red Hat
12 3 (2.86%) Brocade
12 3 (2.86%) EMC
12 3 (2.86%) Veritas