Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 23 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.

Analytics
Scotland > Glasgow
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 47 58 59
Rank change year-on-year +11 +1 +30
Contract jobs citing Analytics 50 28 43
As % of all contract IT jobs advertised in Glasgow 3.84% 2.50% 2.52%
As % of the Processes & Methodologies category 4.47% 3.02% 3.10%
Number of daily rates quoted 27 11 11
Glasgow median daily rate £400 £450 £325
Median daily rate % change year-on-year -11.11% +38.46% +4.00%
10th Percentile £215 £390 £238
90th Percentile £600 £525 £438
Scotland median daily rate £400 £406 £375
% change year-on-year -1.54% +8.33% -1.64%
Number of hourly rates quoted 5 0 0
Glasgow median hourly rate £24.00 - -
Scotland median hourly rate £24.00 £43.00 -
% change year-on-year -44.19% - -

Analytics 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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1119 926 1388
As % of all contract IT jobs advertised in Glasgow 85.94% 82.83% 81.50%
Number of daily rates quoted 608 489 737
Glasgow median daily rate £375 £350 £350
Median daily rate % change year-on-year +7.14% - -
10th Percentile £259 £215 £225
90th Percentile £500 £450 £475
Scotland median daily rate £390 £360 £375
% change year-on-year +8.33% -4.00% -
Number of hourly rates quoted 32 15 24
Glasgow median hourly rate £24.00 £21.00 £36.36
Median hourly rate % change year-on-year +14.29% -42.24% +96.51%
10th Percentile £13.00 £10.50 £12.35
90th Percentile £33.75 £44.65 £55.00
Scotland median hourly rate £24.50 £21.00 £25.00
% change year-on-year +16.67% -16.00% +11.11%

Analytics
Job Vacancy Trend in Glasgow

Job postings citing Analytics as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Analytics in Glasgow

Analytics
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytics in Glasgow.

Contractor daily rate trend for Analytics in Glasgow

Analytics
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Analytics in Glasgow over the 6 months to 23 November 2017.

Contractor daily rate histogram for Analytics in Glasgow

Analytics
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Analytics in Glasgow

Analytics
Contractor Hourly Rate Histogram in Glasgow

The hourly rate distribution of IT jobs citing Analytics in Glasgow over the 6 months to 23 November 2017.

Contractor hourly rate histogram for Analytics in Glasgow

For the 6 months to 23 November 2017, 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 Glasgow region with a requirement for Analytics.

1 23 (46.00%) Splunk
2 20 (40.00%) Cybersecurity
3 18 (36.00%) Data Modelling
4 16 (32.00%) Python
4 16 (32.00%) Finance
5 15 (30.00%) Analytical Skills
6 14 (28.00%) Unix
6 14 (28.00%) Linux
6 14 (28.00%) Perl
7 13 (26.00%) Java
7 13 (26.00%) DNS
7 13 (26.00%) CISSP
7 13 (26.00%) Firewall
7 13 (26.00%) JIRA
7 13 (26.00%) Bash Shell
7 13 (26.00%) Big Data
7 13 (26.00%) SIEM
7 13 (26.00%) SANS
8 12 (24.00%) Statistical Modelling
8 12 (24.00%) Regular Expression
8 12 (24.00%) Kafka
8 12 (24.00%) Parquet
8 12 (24.00%) Grok
8 12 (24.00%) Apache Spark
8 12 (24.00%) Git (software)
8 12 (24.00%) QA
8 12 (24.00%) User Acceptance Testing
8 12 (24.00%) CEH
8 12 (24.00%) Configuration Management
9 11 (22.00%) Process Management

Analytics
Co-occurring IT Skills in Glasgow 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 12 (24.00%) Apache Spark
2 2 (4.00%) CMS
2 2 (4.00%) SAS
2 2 (4.00%) Umbraco
3 1 (2.00%) Confluence
3 1 (2.00%) SharePoint
3 1 (2.00%) Sitecore CMS
Applications
1 1 (2.00%) Microsoft Excel
1 1 (2.00%) Microsoft PowerPoint
Business Applications
1 2 (4.00%) Cognos Business Intelligence
1 2 (4.00%) Dynamics AX
1 2 (4.00%) Dynamics CRM
Cloud Services
1 5 (10.00%) Google Analytics
2 4 (8.00%) Microsoft Azure
3 3 (6.00%) Adobe Analytics
4 2 (4.00%) AdWords
5 1 (2.00%) Basecamp
5 1 (2.00%) Trello
Communications & Networking
1 13 (26.00%) DNS
1 13 (26.00%) Firewall
2 1 (2.00%) Internet
Database & Business Intelligence
1 13 (26.00%) Big Data
2 12 (24.00%) Parquet
3 9 (18.00%) Data Mining
3 9 (18.00%) Hadoop
4 4 (8.00%) Data Warehouse
4 4 (8.00%) SQL Server Reporting Services
5 3 (6.00%) IBM InfoSphere
5 3 (6.00%) Oracle Database
5 3 (6.00%) Oracle Database 12c
5 3 (6.00%) Oracle Reports
5 3 (6.00%) Relational Database
6 2 (4.00%) DataStage
6 2 (4.00%) Enterprise Data Warehouse
6 2 (4.00%) GIS
6 2 (4.00%) Power BI
6 2 (4.00%) RDBMS
6 2 (4.00%) SQL Server
6 2 (4.00%) SQL Server Analysis Services
7 1 (2.00%) Azure SQL Data Warehouse
7 1 (2.00%) SAS Visual Analytics
Development Applications
1 13 (26.00%) JIRA
2 12 (24.00%) Git (software)
3 3 (6.00%) Talend Open Studio
General
1 16 (32.00%) Finance
2 3 (6.00%) Telecoms
3 2 (4.00%) Legal
3 2 (4.00%) Marketing
4 1 (2.00%) Banking
4 1 (2.00%) Games
Job Titles
1 15 (30.00%) Developer
2 14 (28.00%) Splunk Engineer
3 12 (24.00%) Security Engineer
4 9 (18.00%) Analytics Developer
5 8 (16.00%) Java Engineer
6 3 (6.00%) Analyst
6 3 (6.00%) Analytics Manager
6 3 (6.00%) Project Manager
6 3 (6.00%) Senior Manager
7 2 (4.00%) Analytics Consultant
7 2 (4.00%) Business Analyst
7 2 (4.00%) Consultant
7 2 (4.00%) Credit Risk Manager
7 2 (4.00%) Data Architect
7 2 (4.00%) Data Scientist
7 2 (4.00%) HR Analyst
7 2 (4.00%) HR Business Analyst
7 2 (4.00%) Linux Systems Engineer
7 2 (4.00%) Senior Analytics Manager
7 2 (4.00%) Senior Risk Manager
Libraries, Frameworks & Software Standards
1 12 (24.00%) Grok
1 12 (24.00%) Kafka
1 12 (24.00%) Regular Expression
2 7 (14.00%) HTML
3 4 (8.00%) CSS
4 2 (4.00%) WebGL
5 1 (2.00%) AngularJS
5 1 (2.00%) CSS3
5 1 (2.00%) HTML5
5 1 (2.00%) React
5 1 (2.00%) Twitter Bootstrap
Miscellaneous
1 15 (30.00%) Analytical Skills
2 11 (22.00%) Computer Science
3 10 (20.00%) Data Structures
4 6 (12.00%) Cyberthreat
5 2 (4.00%) Credit Risk
5 2 (4.00%) Management Information System
5 2 (4.00%) User Experience
6 1 (2.00%) NHS
Operating Systems
1 14 (28.00%) Linux
1 14 (28.00%) Unix
Processes & Methodologies
1 20 (40.00%) Cybersecurity
2 18 (36.00%) Data Modelling
3 13 (26.00%) SIEM
4 12 (24.00%) Configuration Management
4 12 (24.00%) Statistical Modelling
4 12 (24.00%) User Acceptance Testing
5 11 (22.00%) Anomaly Detection
5 11 (22.00%) Capacity Planning
5 11 (22.00%) Data Analysis
5 11 (22.00%) Enterprise Architecture
5 11 (22.00%) Performance Analysis
5 11 (22.00%) Process Management
5 11 (22.00%) SDLC
6 10 (20.00%) Content Management
7 9 (18.00%) Mathematics
7 9 (18.00%) Visualisation
8 8 (16.00%) Computer Security
8 8 (16.00%) Data Acquisition
8 8 (16.00%) Data Analytics
8 8 (16.00%) DevOps
Programming Languages
1 16 (32.00%) Python
2 14 (28.00%) Perl
3 13 (26.00%) Bash Shell
3 13 (26.00%) Java
4 8 (16.00%) SQL
5 4 (8.00%) JavaScript
6 2 (4.00%) C#
6 2 (4.00%) T-SQL
6 2 (4.00%) X++
7 1 (2.00%) PHP
7 1 (2.00%) R
7 1 (2.00%) Scala
Qualifications
1 13 (26.00%) CISSP
1 13 (26.00%) SANS
2 12 (24.00%) CEH
3 4 (8.00%) Degree
4 2 (4.00%) Computer Science Degree
5 1 (2.00%) HND
5 1 (2.00%) PhD
5 1 (2.00%) PMI Certification
5 1 (2.00%) PMP
Quality Assurance & Compliance
1 12 (24.00%) QA
2 3 (6.00%) Data Quality
3 1 (2.00%) Disclosure Scotland
Systems Management
1 8 (16.00%) Ansible
1 8 (16.00%) Opscode Chef
1 8 (16.00%) Puppet
2 2 (4.00%) Computer Emergency Response Teams
3 1 (2.00%) ArcSight ESM
3 1 (2.00%) QRadar
Vendors
1 23 (46.00%) Splunk
2 7 (14.00%) Cloudera
3 6 (12.00%) Microsoft
4 5 (10.00%) Google
5 4 (8.00%) IBM
6 3 (6.00%) Adobe
6 3 (6.00%) MicroStrategy
6 3 (6.00%) Netezza
6 3 (6.00%) Oracle
6 3 (6.00%) Talend
7 2 (4.00%) Cognos
7 2 (4.00%) Mapbox
7 2 (4.00%) Tableau
8 1 (2.00%) ArcSight
8 1 (2.00%) FatWire
8 1 (2.00%) Sitecore
8 1 (2.00%) Symantec