The table below looks at the statistics for Analytics skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Analytics over the 3 months to 26 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Analytics
Rank 94 48 97
Rank change year-on-year
-46 +49
Contract jobs citing Analytics 43 97 36
As % of all contract IT jobs located in Scotland 1.69% 3.04% 1.31%
As % of the Processes & Methodologies category 2.04% 3.74% 1.64%
Number of daily rates quoted 23 57 20
Median daily rate £425 £375 £390
Median daily rate % change year-on-year
+13.33% -3.84%
90% offered a daily rate of more than £296 £284 £343
10% offered a daily rate of more than £515 £460 £505
UK excluding London median daily rate £425 £400 £381
% change year-on-year
+6.25% +4.91%
Number of hourly rates quoted 1 0 0
Median hourly rate £43.00 - -
UK excluding London median hourly rate £20.50 £27.00 £19.00
% change year-on-year
-24.07% +42.10%
Analytics
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
2109 2591 2191
As % of all contract IT jobs located in Scotland 83.06% 81.17% 79.64%
Number of daily rates quoted 1255 1302 1149
Median daily rate £355 £375 £375
Median daily rate % change year-on-year
-5.33% -
90% offered a daily rate of more than £240 £270 £250
10% offered a daily rate of more than £485 £475 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 30 56 37
Median hourly rate £41.00 £30.50 £28.75
Median hourly rate % change year-on-year
+34.42% +6.08%
90% offered a hourly rate of more than £12.00 £12.35 £12.00
10% offered a hourly rate of more than £47.25 £46.70 £165.00
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

Analytics
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland region citing Analytics as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in Scotland

Analytics
Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Analytics across the Scotland region.

Analytics Daily Rate Trend in Scotland

Analytics
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Analytics across the Scotland region over the 3 months to 26 July 2016.

Analytics Daily Rate Histogram in Scotland

Analytics
Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Analytics across the Scotland region.

Analytics Hourly Rate Trend in Scotland

Analytics
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the Scotland region over the 3 months to 26 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -32 26 £425 +13.33% 16
Glasgow -2 10 £413 +34.14% 10
Renfrewshire -18 3 £420 +1.20%
Stirling +2 2 £525 +40.00%
Aberdeenshire - 2 £204 -
Analytics
UK

Analytics
Top 30 Related IT Skills in Scotland

For the 6 months to 26 July 2016, IT contractor jobs citing Analytics 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 Scotland region with a requirement for Analytics.

1 53 (35.10%) Finance
2 35 (23.18%) Banking
3 34 (22.52%) Microsoft
4 30 (19.87%) SAS
5 27 (17.88%) SQL
5 27 (17.88%) Data Analytics
6 26 (17.22%) Analytical Skills
7 25 (16.56%) Migration
8 23 (15.23%) Degree
9 22 (14.57%) Data Warehouse
10 21 (13.91%) Stakeholder Management
11 20 (13.25%) CMS
11 20 (13.25%) Agile Software Development
12 19 (12.58%) Project Management
12 19 (12.58%) User Experience
13 18 (11.92%) Microsoft Certification
13 18 (11.92%) Business Intelligence
13 18 (11.92%) Retail
14 17 (11.26%) Google
15 16 (10.60%) Google Analytics
15 16 (10.60%) Content Management
15 16 (10.60%) HTML
16 15 (9.93%) Java
16 15 (9.93%) Data Migration
17 14 (9.27%) Security Cleared
17 14 (9.27%) Teradata
18 13 (8.61%) VMware
18 13 (8.61%) Retail Banking
18 13 (8.61%) Risk Management
19 12 (7.95%) Citrix

Analytics
Top Related IT Skills in Scotland 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 30 (19.87%) SAS
2 20 (13.25%) CMS
3 11 (7.28%) OpenStack
4 8 (5.30%) Sitecore CMS
5 4 (2.65%) Adobe Experience Manager
6 3 (1.99%) Apache
6 3 (1.99%) SharePoint
7 2 (1.32%) Drupal
7 2 (1.32%) Umbraco
8 1 (0.66%) Confluence
8 1 (0.66%) IIS
8 1 (0.66%) MS Project Server
8 1 (0.66%) Skype for Business
8 1 (0.66%) Tomcat
8 1 (0.66%) WordPress
Applications
1 9 (5.96%) MS PowerPoint
2 5 (3.31%) MS Excel
3 4 (2.65%) MS Visio
4 3 (1.99%) MS Office
5 2 (1.32%) MS Project
Business Applications
1 1 (0.66%) Dynamics CRM
1 1 (0.66%) Oracle ERP
1 1 (0.66%) Radian6
1 1 (0.66%) WebTrends
Cloud Services
1 16 (10.60%) Google Analytics
2 4 (2.65%) Microsoft Azure
3 3 (1.99%) AdWords
3 3 (1.99%) Amazon AWS
4 2 (1.32%) Adobe Analytics
4 2 (1.32%) Amazon CloudWatch
4 2 (1.32%) Amazon EC2
4 2 (1.32%) Amazon S3
5 1 (0.66%) Basecamp
5 1 (0.66%) SaaS
5 1 (0.66%) Trello
Communications & Networking
1 12 (7.95%) NetScaler
2 7 (4.64%) HTTP
2 7 (4.64%) HTTPS
3 6 (3.97%) Firewall
4 4 (2.65%) Internet
5 3 (1.99%) DNS
6 1 (0.66%) 802.11
6 1 (0.66%) HSRP
6 1 (0.66%) IPsec
6 1 (0.66%) OSPF
6 1 (0.66%) Remote Desktop
6 1 (0.66%) TCP/IP
Database & Business Intelligence
1 22 (14.57%) Data Warehouse
2 12 (7.95%) Big Data
3 11 (7.28%) SAS Visual Analytics
4 7 (4.64%) Hadoop
5 6 (3.97%) RDBMS
5 6 (3.97%) Relational Database
5 6 (3.97%) SQL Server
6 4 (2.65%) SAS Enterprise Guide
7 3 (1.99%) KDB
7 3 (1.99%) SQL Server 2008
7 3 (1.99%) SQL Server Analysis Services
7 3 (1.99%) SQL Server Integration Services
8 2 (1.32%) Base SAS
8 2 (1.32%) Oracle Database
8 2 (1.32%) SAS Data Integration Studio
8 2 (1.32%) SQL Server 2014
8 2 (1.32%) SQL Server Reporting Services
8 2 (1.32%) Star Schema
9 1 (0.66%) HDInsight
9 1 (0.66%) Power BI
Development Applications
1 5 (3.31%) Git (software)
1 5 (3.31%) NUnit
2 4 (2.65%) Jasmine
2 4 (2.65%) JIRA
2 4 (2.65%) Karma Test Runner
3 3 (1.99%) gulp
3 3 (1.99%) Jenkins
3 3 (1.99%) Protractor
3 3 (1.99%) Selenium
4 2 (1.32%) Axure RP
4 2 (1.32%) Balsamiq Mockups
4 2 (1.32%) Team Foundation Server
4 2 (1.32%) Visual Studio
5 1 (0.66%) Checkstyle
5 1 (0.66%) Eclipse
5 1 (0.66%) FindBugs
5 1 (0.66%) Grunt
5 1 (0.66%) ReSharper
General
1 53 (35.10%) Finance
2 35 (23.18%) Banking
3 18 (11.92%) Retail
4 13 (8.61%) Retail Banking
5 9 (5.96%) Marketing
6 4 (2.65%) Multimedia
7 2 (1.32%) Publishing
8 1 (0.66%) Corporate Banking
8 1 (0.66%) Games
8 1 (0.66%) Legal
8 1 (0.66%) Local Government
Job Titles
1 34 (22.52%) Analyst
2 24 (15.89%) Developer
3 17 (11.26%) Analytics Manager
4 14 (9.27%) Architect
5 10 (6.62%) Business Analyst
5 10 (6.62%) Citrix Engineer
6 9 (5.96%) Consultant
6 9 (5.96%) Data Analytics Manager
6 9 (5.96%) Data Manager
7 8 (5.30%) Data Architect
7 8 (5.30%) SAS Developer
8 7 (4.64%) Content Editor
9 6 (3.97%) Big Data Architect
9 6 (3.97%) Data Analyst
9 6 (3.97%) Front End Developer (Client-Side Developer)
9 6 (3.97%) SAS Analyst
10 5 (3.31%) Analytics Developer
10 5 (3.31%) Designer
10 5 (3.31%) Sitecore Architect
10 5 (3.31%) Visual Analytics Developer
Libraries, Frameworks & Software Standards
1 16 (10.60%) HTML
2 12 (7.95%) CSS
3 9 (5.96%) jQuery
4 8 (5.30%) .NET
4 8 (5.30%) AngularJS
5 7 (4.64%) Twitter Bootstrap
5 7 (4.64%) Web Services
6 6 (3.97%) ASP.NET
6 6 (3.97%) HTML5
6 6 (3.97%) LESS
6 6 (3.97%) Sass
7 5 (3.31%) .NET Framework
8 4 (2.65%) CSS3
8 4 (2.65%) JSON
9 3 (1.99%) D3.js
9 3 (1.99%) Laravel
9 3 (1.99%) RESTful
9 3 (1.99%) SVG
10 2 (1.32%) Highcharts JS
10 2 (1.32%) Regular Expression
Miscellaneous
1 26 (17.22%) Analytical Skills
2 19 (12.58%) User Experience
3 12 (7.95%) Computer Science
4 9 (5.96%) Enterprise Software
5 6 (3.97%) Credit Risk
5 6 (3.97%) Data Integration
6 5 (3.31%) Data Structures
6 5 (3.31%) iPad
6 5 (3.31%) Visualisation
7 4 (2.65%) Copywriting
7 4 (2.65%) Data Extraction
7 4 (2.65%) Derivative
8 3 (1.99%) Equity Derivative
8 3 (1.99%) Mobile App
9 2 (1.32%) Hybrid Cloud
9 2 (1.32%) Management Information System
9 2 (1.32%) Psychology
9 2 (1.32%) Social Media
10 1 (0.66%) Mainframe
10 1 (0.66%) NHS
Operating Systems
1 7 (4.64%) Windows
2 2 (1.32%) Linux
2 2 (1.32%) Unix
3 1 (0.66%) Android
3 1 (0.66%) Apple iOS
3 1 (0.66%) MVS
Processes & Methodologies
1 27 (17.88%) Data Analytics
2 25 (16.56%) Migration
3 21 (13.91%) Stakeholder Management
4 20 (13.25%) Agile Software Development
5 19 (12.58%) Project Management
6 18 (11.92%) Business Intelligence
7 16 (10.60%) Content Management
8 15 (9.93%) Data Migration
9 13 (8.61%) Risk Management
10 11 (7.28%) Visual Analytics
10 11 (7.28%) Web Development
11 10 (6.62%) Data Management
11 10 (6.62%) ETL
11 10 (6.62%) SEO
11 10 (6.62%) User Acceptance Testing
12 9 (5.96%) Information Security
12 9 (5.96%) MVC
12 9 (5.96%) Software Distribution
12 9 (5.96%) Virtual Environments
13 8 (5.30%) Front End Development
Programming Languages
1 27 (17.88%) SQL
2 15 (9.93%) Java
3 11 (7.28%) JavaScript
3 11 (7.28%) PowerShell
4 9 (5.96%) C#
4 9 (5.96%) Python
5 5 (3.31%) VB.NET
6 4 (2.65%) Perl
6 4 (2.65%) PHP
7 3 (1.99%) VBA
8 2 (1.32%) C
8 2 (1.32%) R
8 2 (1.32%) T-SQL
9 1 (0.66%) C++
9 1 (0.66%) MATLAB
9 1 (0.66%) Shell Script
9 1 (0.66%) VB
9 1 (0.66%) VBScript
Qualifications
1 23 (15.23%) Degree
2 18 (11.92%) Microsoft Certification
3 14 (9.27%) Security Cleared
4 12 (7.95%) SC Cleared
5 7 (4.64%) ITIL Certification
6 2 (1.32%) ISEB
6 2 (1.32%) MBA
7 1 (0.66%) CISSP
7 1 (0.66%) SANS
Quality Assurance & Compliance
1 8 (5.30%) Disclosure Scotland
2 7 (4.64%) Data Quality
3 2 (1.32%) FINREP
3 2 (1.32%) QA
4 1 (0.66%) Actionable Recommendations
4 1 (0.66%) Solvency II
System Software
1 12 (7.95%) XenApp
1 12 (7.95%) XenDesktop
2 9 (5.96%) Microsoft App-V
3 2 (1.32%) Docker
4 1 (0.66%) Firmware
4 1 (0.66%) HDFS
4 1 (0.66%) VMware Infrastructure
Systems Management
1 9 (5.96%) OpenView Configuration Management
1 9 (5.96%) SCCM
2 3 (1.99%) HP Quality Center
3 2 (1.32%) Kubernetes
3 2 (1.32%) Mesos
3 2 (1.32%) RSA Security Analytics
4 1 (0.66%) ArcSight ESM
4 1 (0.66%) HP Fortify
4 1 (0.66%) QRadar
4 1 (0.66%) TeamSite
Vendors
1 34 (22.52%) Microsoft
2 17 (11.26%) Google
3 14 (9.27%) Teradata
4 13 (8.61%) VMware
5 12 (7.95%) Citrix
6 11 (7.28%) AppSense
6 11 (7.28%) Oracle
7 9 (5.96%) Sitecore
8 6 (3.97%) HP
9 4 (2.65%) Adobe
10 3 (1.99%) OpenText
10 3 (1.99%) Splunk
11 2 (1.32%) CheckPoint
11 2 (1.32%) Cognos
11 2 (1.32%) Informatica
11 2 (1.32%) Qualys
12 1 (0.66%) Intel Security
12 1 (0.66%) Red Hat
12 1 (0.66%) Reuters
12 1 (0.66%) TIBCO
Glasgow, Lanarkshire
Lockheed Martin
Posted: 18 days ago