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 27 March 2017 with a comparison to the same period in the previous 2 years.

Analytics
Scotland / Glasgow
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 46 63 69
Rank change year-on-year +17 +6  
Permanent jobs citing Analytics 37 45 32
As % of all permanent IT jobs advertised in Glasgow 4.00% 3.47% 2.78%
As % of the Processes & Methodologies category 4.36% 3.78% 3.04%
Number of salaries quoted 19 12 13
Median salary £39,000 £50,000 £56,000
Median salary % change year-on-year -22.00% -10.71%  
90% offered a salary of more than £28,300 £31,200 £36,000
10% offered a salary of more than £60,000 £57,500 £72,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 849 1191 1054
As % of all permanent IT job vacancies advertised in Glasgow 91.68% 91.83% 91.41%
Number of salaries quoted 489 736 701
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,250 £32,500 £32,930
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 27 March 2017.

Salary histogram for Analytics in Glasgow

Analytics
Top 30 Co-occurring IT Skills in Glasgow

For the 6 months to 27 March 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 30 (37.97%) Java
1 30 (37.97%) SQL
2 29 (36.71%) Finance
3 28 (35.44%) Big Data
4 27 (34.18%) Data Analytics
5 26 (32.91%) Agile Software Development
6 21 (26.58%) JavaScript
7 19 (24.05%) Analytical Skills
8 18 (22.78%) Business Intelligence
9 17 (21.52%) Data Warehouse
10 14 (17.72%) ETL
10 14 (17.72%) HTML
10 14 (17.72%) Linux
10 14 (17.72%) Internet
11 13 (16.46%) SQL Server
12 12 (15.19%) Python
12 12 (15.19%) Software Engineering
13 11 (13.92%) Hadoop
13 11 (13.92%) Windows
14 10 (12.66%) Perl
14 10 (12.66%) CSS
14 10 (12.66%) Project Management
14 10 (12.66%) Visualisation
15 9 (11.39%) Continuous Integration
15 9 (11.39%) Service Delivery
15 9 (11.39%) Oracle
15 9 (11.39%) MS Excel
15 9 (11.39%) Internet of Things
15 9 (11.39%) SDLC
16 8 (10.13%) Microservices

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 8 (10.13%) Apache Pig
2 7 (8.86%) Apache Spark
2 7 (8.86%) SharePoint
3 5 (6.33%) CMS
3 5 (6.33%) JBoss
4 4 (5.06%) Apache
4 4 (5.06%) Tomcat
5 3 (3.80%) SAS
6 2 (2.53%) Oracle SOA Suite
6 2 (2.53%) WordPress
7 1 (1.27%) SharePoint 2013
Applications
1 9 (11.39%) MS Excel
2 4 (5.06%) Photoshop
3 3 (3.80%) Adobe Captivate
3 3 (3.80%) Adobe Illustrator
3 3 (3.80%) InDesign
4 1 (1.27%) MS Office
Business Applications
1 1 (1.27%) Dynamics AX
Cloud Services
1 7 (8.86%) IaaS
1 7 (8.86%) Microsoft Azure
2 6 (7.59%) Amazon AWS
3 5 (6.33%) Amazon CloudWatch
3 5 (6.33%) Amazon EC2
3 5 (6.33%) Amazon S3
3 5 (6.33%) PaaS
4 3 (3.80%) Google Analytics
4 3 (3.80%) SaaS
5 2 (2.53%) GitHub
6 1 (1.27%) Adobe Analytics
Communications & Networking
1 14 (17.72%) Internet
2 3 (3.80%) DNS
2 3 (3.80%) Firewall
2 3 (3.80%) Kerberos
2 3 (3.80%) LAN
2 3 (3.80%) LDAP
2 3 (3.80%) WAN
2 3 (3.80%) Wireshark
Database & Business Intelligence
1 28 (35.44%) Big Data
2 17 (21.52%) Data Warehouse
3 13 (16.46%) SQL Server
4 11 (13.92%) Hadoop
5 8 (10.13%) Apache Hive
6 5 (6.33%) Flink
6 5 (6.33%) MongoDB
7 4 (5.06%) Relational Database
7 4 (5.06%) SQL Server Reporting Services
8 3 (3.80%) Base SAS
8 3 (3.80%) DataStage
8 3 (3.80%) HBase
8 3 (3.80%) MS Access
8 3 (3.80%) MySQL
8 3 (3.80%) Oracle Database
8 3 (3.80%) RDBMS
8 3 (3.80%) SAS EBI
8 3 (3.80%) SAS Enterprise Guide
8 3 (3.80%) SAS Enterprise Miner
8 3 (3.80%) Sqoop
Development Applications
1 5 (6.33%) Jenkins
2 3 (3.80%) Dreamweaver
3 2 (2.53%) Git (software)
3 2 (2.53%) Oracle Forms
3 2 (2.53%) Talend Open Studio
3 2 (2.53%) Visual Studio
4 1 (1.27%) Team Foundation Server
General
1 29 (36.71%) Finance
2 5 (6.33%) Publishing
3 4 (5.06%) Banking
4 3 (3.80%) Marketing
4 3 (3.80%) Spanish Language
5 2 (2.53%) Back Office
5 2 (2.53%) Military
5 2 (2.53%) Retail
6 1 (1.27%) Manufacturing
Job Titles
1 29 (36.71%) Developer
2 9 (11.39%) Architect
2 9 (11.39%) Consultant
3 7 (8.86%) Big Data Consultant
3 7 (8.86%) Business Intelligence Consultant
3 7 (8.86%) Data Consultant
3 7 (8.86%) Data Warehouse Consultant
4 6 (7.59%) Java Developer
5 5 (6.33%) Analyst
5 5 (6.33%) Business Intelligence Developer
5 5 (6.33%) Python Developer
6 4 (5.06%) Big Data Developer
6 4 (5.06%) Data Warehouse Developer
6 4 (5.06%) Designer
6 4 (5.06%) ETL Consultant
6 4 (5.06%) ETL Developer
6 4 (5.06%) Software Developer
6 4 (5.06%) Software Engineer
6 4 (5.06%) Solutions Architect
7 3 (3.80%) Java Engineer
Libraries, Frameworks & Software Standards
1 14 (17.72%) HTML
2 10 (12.66%) CSS
3 7 (8.86%) REST
4 6 (7.59%) Elastic Stack
4 6 (7.59%) HTML5
4 6 (7.59%) jQuery
4 6 (7.59%) Spring
5 5 (6.33%) .NET
5 5 (6.33%) Kafka
5 5 (6.33%) NumPy
5 5 (6.33%) SciPy
5 5 (6.33%) Web Services
6 4 (5.06%) Ajax
6 4 (5.06%) Node.js
7 3 (3.80%) AngularJS
7 3 (3.80%) CSS3
7 3 (3.80%) Flash
7 3 (3.80%) Hibernate
7 3 (3.80%) Middleware
8 2 (2.53%) D3.js
Miscellaneous
1 19 (24.05%) Analytical Skills
2 9 (11.39%) Internet of Things
3 5 (6.33%) Hybrid Cloud
3 5 (6.33%) User Experience
4 4 (5.06%) Management Information System
4 4 (5.06%) Mobile App
4 4 (5.06%) Public Cloud
5 3 (3.80%) Data Structures
5 3 (3.80%) Digital Media
6 2 (2.53%) Algorithms
6 2 (2.53%) Computer Science
6 2 (2.53%) Enterprise Software
6 2 (2.53%) Graphic Design
6 2 (2.53%) Smartphone
6 2 (2.53%) Social Media
7 1 (1.27%) PMI
7 1 (1.27%) Private Cloud
7 1 (1.27%) W3C
Operating Systems
1 14 (17.72%) Linux
2 11 (13.92%) Windows
3 6 (7.59%) Unix
4 3 (3.80%) Windows 2000
4 3 (3.80%) Windows Server 2012
5 2 (2.53%) Red Hat Enterprise Linux
6 1 (1.27%) Android
6 1 (1.27%) Apple iOS
Processes & Methodologies
1 27 (34.18%) Data Analytics
2 26 (32.91%) Agile Software Development
3 18 (22.78%) Business Intelligence
4 14 (17.72%) ETL
5 12 (15.19%) Software Engineering
6 10 (12.66%) Project Management
6 10 (12.66%) Visualisation
7 9 (11.39%) Continuous Integration
7 9 (11.39%) SDLC
7 9 (11.39%) Service Delivery
8 8 (10.13%) Business Analysis
8 8 (10.13%) Microservices
9 7 (8.86%) Customer Engagement
9 7 (8.86%) Data Modelling
9 7 (8.86%) Information Management
9 7 (8.86%) SOA
9 7 (8.86%) Technical Architecture
10 6 (7.59%) Content Management
10 6 (7.59%) SEO
10 6 (7.59%) Stakeholder Management
Programming Languages
1 30 (37.97%) Java
1 30 (37.97%) SQL
2 21 (26.58%) JavaScript
3 12 (15.19%) Python
4 10 (12.66%) Perl
5 5 (6.33%) Bash Shell
5 5 (6.33%) PHP
5 5 (6.33%) Ruby
6 4 (5.06%) C#
6 4 (5.06%) PL/SQL
7 3 (3.80%) PowerShell
7 3 (3.80%) VBA
8 1 (1.27%) C
8 1 (1.27%) C++
8 1 (1.27%) Groovy
8 1 (1.27%) T-SQL
8 1 (1.27%) VB.NET
Qualifications
1 7 (8.86%) Degree
2 3 (3.80%) ITIL Certification
3 1 (1.27%) MCP
3 1 (1.27%) Microsoft Certification
3 1 (1.27%) PMI Certification
3 1 (1.27%) SC Cleared
3 1 (1.27%) Security Cleared
Quality Assurance & Compliance
1 8 (10.13%) Data Quality
2 4 (5.06%) SLA
3 1 (1.27%) QA
System Software
1 5 (6.33%) Apache Flume
1 5 (6.33%) Docker
2 3 (3.80%) Active Directory
2 3 (3.80%) HDFS
2 3 (3.80%) VMware Infrastructure
Systems Management
1 5 (6.33%) Docker Swarm
1 5 (6.33%) Kubernetes
1 5 (6.33%) Mesos
2 3 (3.80%) Oozie
Vendors
1 9 (11.39%) Oracle
2 8 (10.13%) Splunk
3 7 (8.86%) Adobe
4 6 (7.59%) Microsoft
5 5 (6.33%) Cognizant
5 5 (6.33%) IBM
5 5 (6.33%) MicroStrategy
6 3 (3.80%) Cisco
6 3 (3.80%) Cognos
6 3 (3.80%) DataFlux
6 3 (3.80%) Forcepoint
6 3 (3.80%) Google
6 3 (3.80%) Intel Security
6 3 (3.80%) Netezza
6 3 (3.80%) SAP
6 3 (3.80%) Symantec
6 3 (3.80%) VMware
7 2 (2.53%) Avaya
7 2 (2.53%) Tableau
7 2 (2.53%) Talend
Glasgow, Lanarkshire
Morgan Mckinley
Salary: £20000 - £30000 per annum + Benefits
Posted: 4 days ago
Glasgow, Lanarkshire
McGregor Boyall
Posted: 4 days ago
Glasgow, Lanarkshire
JK Resourcing Limited
Posted: 3 days ago
Glasgow, Lanarkshire
Net Talent
Salary: excellent package on offer
Posted: 6 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £65000 - £75000 per annum + fantastic benefits
Posted: Yesterday