The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Analytics
Scotland / Glasgow
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 50 45 56
Rank change year-on-year -5 +11  
Permanent jobs citing Analytics 49 76 54
As % of all permanent IT jobs advertised in Glasgow 4.16% 5.89% 4.23%
As % of the Processes & Methodologies category 4.50% 6.27% 4.68%
Number of salaries quoted 25 21 37
Median salary £35,000 £47,500 £50,000
Median salary % change year-on-year -26.31% -5.00%  
90% offered a salary of more than £25,000 £30,000 £30,300
10% offered a salary of more than £75,000 £57,500 £60,970
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year +4.44% +5.88%  

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process and methodology skills.

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 1090 1213 1155
As % of all permanent IT job vacancies advertised in Glasgow 92.45% 94.03% 90.52%
Number of salaries quoted 696 625 732
Median salary £47,000 £45,000 £42,500
Median salary % change year-on-year +4.44% +5.88%  
90% offered a salary of more than £32,500 £30,000 £34,100
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Analytics
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Analytics in Glasgow

Analytics
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Glasgow.

Salary trend for Analytics in Glasgow

Analytics
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Analytics in Glasgow over the 3 months to 24 June 2017.

Salary histogram for Analytics in Glasgow

For the 6 months to 24 June 2017, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Analytics.

1 45 (51.72%) Java
2 44 (50.57%) SQL
3 33 (37.93%) Agile Software Development
4 31 (35.63%) Big Data
5 27 (31.03%) Finance
6 23 (26.44%) Business Intelligence
7 21 (24.14%) Data Analytics
8 19 (21.84%) ETL
8 19 (21.84%) JavaScript
9 18 (20.69%) HTML
9 18 (20.69%) Data Warehouse
9 18 (20.69%) Degree
10 17 (19.54%) Customer Engagement
10 17 (19.54%) Data Quality
11 16 (18.39%) Software Engineering
11 16 (18.39%) SQL Server
12 15 (17.24%) Spring
13 14 (16.09%) Windows
14 13 (14.94%) Linux
14 13 (14.94%) Analytical Skills
15 12 (13.79%) Information Management
15 12 (13.79%) Hadoop
16 11 (12.64%) Oracle
16 11 (12.64%) CSS
16 11 (12.64%) Microsoft
17 10 (11.49%) TDD
17 10 (11.49%) Visualisation
17 10 (11.49%) Microservices
18 9 (10.34%) SDLC
18 9 (10.34%) Greenfield Project

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 7 (8.05%) SAS
2 5 (5.75%) Apache Spark
3 3 (3.45%) Apache
3 3 (3.45%) SharePoint
4 2 (2.30%) CMS
4 2 (2.30%) WordPress
5 1 (1.15%) Apache Pig
5 1 (1.15%) Cloud Foundry
5 1 (1.15%) IIS
5 1 (1.15%) SharePoint 2013
5 1 (1.15%) Tomcat
5 1 (1.15%) Umbraco
Applications
1 7 (8.05%) Microsoft Excel
2 1 (1.15%) Microsoft Office
2 1 (1.15%) Photoshop
2 1 (1.15%) Spreadsheet
Business Applications
1 1 (1.15%) Cognos Business Intelligence
1 1 (1.15%) Cognos TM1
1 1 (1.15%) Dynamics AX
Cloud Services
1 5 (5.75%) Microsoft Azure
2 4 (4.60%) Cloud Computing
3 3 (3.45%) Google Analytics
4 2 (2.30%) Adobe Analytics
4 2 (2.30%) Amazon AWS
5 1 (1.15%) Amazon CloudWatch
5 1 (1.15%) Amazon EC2
5 1 (1.15%) Amazon S3
5 1 (1.15%) IaaS
5 1 (1.15%) Office 365
5 1 (1.15%) PaaS
Communications & Networking
1 9 (10.34%) LAN
1 9 (10.34%) WAN
2 6 (6.90%) Internet
3 3 (3.45%) DNS
3 3 (3.45%) Firewall
3 3 (3.45%) Kerberos
3 3 (3.45%) LDAP
3 3 (3.45%) Network Security
3 3 (3.45%) Wireshark
4 1 (1.15%) IMAP
4 1 (1.15%) POP3
4 1 (1.15%) PPTP
4 1 (1.15%) SMTP
4 1 (1.15%) TCP/IP
4 1 (1.15%) VoIP
4 1 (1.15%) VPN
Database & Business Intelligence
1 31 (35.63%) Big Data
2 18 (20.69%) Data Warehouse
3 16 (18.39%) SQL Server
4 12 (13.79%) Hadoop
5 6 (6.90%) DataStage
5 6 (6.90%) Relational Database
5 6 (6.90%) SQL Server Reporting Services
6 5 (5.75%) MS Access
7 4 (4.60%) Base SAS
7 4 (4.60%) MongoDB
7 4 (4.60%) NoSQL
7 4 (4.60%) SAS EBI
7 4 (4.60%) SAS Enterprise Guide
7 4 (4.60%) SAS Enterprise Miner
7 4 (4.60%) SQL Server Integration Services
8 2 (2.30%) BusinessObjects
8 2 (2.30%) OLAP
8 2 (2.30%) Oracle OLAP
8 2 (2.30%) QlikView
8 2 (2.30%) RDBMS
Development Applications
1 4 (4.60%) Git (software)
2 2 (2.30%) Team Foundation Server
3 1 (1.15%) Jenkins
3 1 (1.15%) Talend Open Studio
General
1 27 (31.03%) Finance
2 7 (8.05%) Banking
2 7 (8.05%) Marketing
2 7 (8.05%) Publishing
3 6 (6.90%) Retail
4 5 (5.75%) Telecoms
5 4 (4.60%) Manufacturing
6 3 (3.45%) Prime Brokerage
7 2 (2.30%) Back Office
Job Titles
1 39 (44.83%) Developer
2 18 (20.69%) Java Developer
3 13 (14.94%) Consultant
4 12 (13.79%) Business Intelligence Consultant
5 11 (12.64%) Business Intelligence Developer
6 10 (11.49%) Big Data Consultant
6 10 (11.49%) Big Data Developer
6 10 (11.49%) Data Consultant
6 10 (11.49%) Data Warehouse Consultant
7 8 (9.20%) ETL Consultant
7 8 (9.20%) ETL Developer
8 7 (8.05%) Analyst
8 7 (8.05%) Cognos BI Developer
8 7 (8.05%) Cognos Developer
9 6 (6.90%) Cognos BI Consultant
9 6 (6.90%) Cognos Consultant
9 6 (6.90%) Data Warehouse Developer
9 6 (6.90%) JavaScript Developer
10 5 (5.75%) Graduate
10 5 (5.75%) SAS Consultant
Libraries, Frameworks & Software Standards
1 18 (20.69%) HTML
2 15 (17.24%) Spring
3 11 (12.64%) CSS
4 9 (10.34%) XML
5 8 (9.20%) HTML5
6 6 (6.90%) AngularJS
6 6 (6.90%) Hibernate
6 6 (6.90%) JSON
6 6 (6.90%) REST
6 6 (6.90%) Web Services
7 5 (5.75%) ODBC
7 5 (5.75%) SOAP
8 4 (4.60%) .NET
8 4 (4.60%) jQuery
8 4 (4.60%) RESTful
9 3 (3.45%) Swing
10 2 (2.30%) Ajax
10 2 (2.30%) ASP.NET
10 2 (2.30%) Java EE
10 2 (2.30%) XHTML
Miscellaneous
1 13 (14.94%) Analytical Skills
2 9 (10.34%) Greenfield Project
3 7 (8.05%) Computer Science
3 7 (8.05%) User Experience
4 4 (4.60%) Mobile App
5 3 (3.45%) Algorithms
5 3 (3.45%) FMCG
5 3 (3.45%) Hedge funds
5 3 (3.45%) Internet of Things
6 2 (2.30%) Credit Risk
6 2 (2.30%) Data Structures
7 1 (1.15%) Hybrid Cloud
7 1 (1.15%) Management Information System
7 1 (1.15%) PMI
7 1 (1.15%) Private Cloud
7 1 (1.15%) Reference Data
7 1 (1.15%) W3C
Operating Systems
1 14 (16.09%) Windows
2 13 (14.94%) Linux
3 9 (10.34%) Windows 2000
4 5 (5.75%) Unix
4 5 (5.75%) Windows Server 2003
4 5 (5.75%) Windows Server 2008
5 4 (4.60%) Windows Server 2012
6 2 (2.30%) Android
7 1 (1.15%) Apple iOS
7 1 (1.15%) Ubuntu
7 1 (1.15%) Windows Server
Processes & Methodologies
1 33 (37.93%) Agile Software Development
2 23 (26.44%) Business Intelligence
3 21 (24.14%) Data Analytics
4 19 (21.84%) ETL
5 17 (19.54%) Customer Engagement
6 16 (18.39%) Software Engineering
7 12 (13.79%) Information Management
8 10 (11.49%) Microservices
8 10 (11.49%) TDD
8 10 (11.49%) Visualisation
9 9 (10.34%) SDLC
10 8 (9.20%) OO
11 7 (8.05%) Risk Analytics
11 7 (8.05%) Web Development
11 7 (8.05%) Workflow
12 6 (6.90%) SOA
13 5 (5.75%) ITIL
13 5 (5.75%) Stakeholder Management
13 5 (5.75%) User Acceptance Testing
13 5 (5.75%) WFM
Programming Languages
1 45 (51.72%) Java
2 44 (50.57%) SQL
3 19 (21.84%) JavaScript
4 9 (10.34%) C#
5 7 (8.05%) C++
5 7 (8.05%) Python
6 5 (5.75%) VB
7 4 (4.60%) Perl
7 4 (4.60%) R
8 3 (3.45%) Bash Shell
8 3 (3.45%) PowerShell
8 3 (3.45%) Scala
9 2 (2.30%) PHP
9 2 (2.30%) PL/SQL
10 1 (1.15%) C
10 1 (1.15%) MATLAB
10 1 (1.15%) Ruby
10 1 (1.15%) T-SQL
10 1 (1.15%) VB.NET
10 1 (1.15%) VBA
Qualifications
1 18 (20.69%) Degree
2 5 (5.75%) Numerate Degree
3 4 (4.60%) ITIL Certification
4 2 (2.30%) CISSP
4 2 (2.30%) Computer Science Degree
4 2 (2.30%) PhD
5 1 (1.15%) Master's Degree
5 1 (1.15%) MCP
5 1 (1.15%) Microsoft Certification
5 1 (1.15%) PMI Certification
Quality Assurance & Compliance
1 17 (19.54%) Data Quality
2 2 (2.30%) Basel III
2 2 (2.30%) GDPR
2 2 (2.30%) ISO/IEC 27001
2 2 (2.30%) PCI DSS
2 2 (2.30%) SLA
3 1 (1.15%) QA
System Software
1 5 (5.75%) VMware Infrastructure
2 3 (3.45%) Active Directory
3 1 (1.15%) Apache Flume
3 1 (1.15%) Docker
3 1 (1.15%) HDFS
3 1 (1.15%) Hyper-V
3 1 (1.15%) LXC
Systems Management
1 1 (1.15%) Docker Swarm
1 1 (1.15%) Kubernetes
1 1 (1.15%) Mesos
Vendors
1 11 (12.64%) Microsoft
1 11 (12.64%) Oracle
2 9 (10.34%) IBM
3 7 (8.05%) Cognos
4 6 (6.90%) Netezza
5 5 (5.75%) Verint
5 5 (5.75%) VMware
6 4 (4.60%) Adobe
6 4 (4.60%) Cisco
6 4 (4.60%) DataFlux
6 4 (4.60%) Google
6 4 (4.60%) Splunk
7 3 (3.45%) Forcepoint
7 3 (3.45%) McAfee
7 3 (3.45%) Symantec
8 2 (2.30%) Avaya
8 2 (2.30%) F5
8 2 (2.30%) Informatica
8 2 (2.30%) Remedy
8 2 (2.30%) Tableau
Glasgow
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 22 hours ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £25000 - £28000 per annum
Posted: 2 days ago
Glasgow
Cathcart Associates
Salary: Benefits
Posted: 19 days ago
Glasgow
Cathcart Associates
Posted: 18 days ago
Glasgow
Cathcart Associates
Salary: Benefits
Posted: 19 days ago
Glasgow
Morgan Stanley
Salary: Competitive plus benefits
Posted: 11 days ago
Glasgow
Morgan Stanley
Salary: Competitive plus benefits
Posted: 11 days ago
Glasgow
Morgan Stanley
Salary: Competitive plus benefits
Posted: 11 days ago
Glasgow, Lanarkshire
CGI
Salary: £45000 - £55000 per annum + benefits
Posted: 17 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £45000 per annum + benefits
Posted: 17 days ago