Period
to 24 June 2018

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 24 June 2018 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
24 Jun 2018
Same period 2017 Same period 2016
Rank 41 61 58
Rank change year-on-year +20 -3 +14
Contract jobs citing Analytics 81 28 37
As % of all contract IT jobs advertised in Glasgow 4.99% 2.38% 2.90%
As % of the Processes & Methodologies category 5.77% 2.75% 3.42%
Number of daily rates quoted 40 8 26
Glasgow median daily rate £425 £400 £215
Median daily rate % change year-on-year +6.25% +86.05% -17.31%
10th Percentile £168 £319 £163
90th Percentile £564 £523 £525
Scotland median daily rate £413 £423 £387
% change year-on-year -2.37% +9.31% +1.71%
Number of hourly rates quoted 1 2 0
Glasgow median hourly rate £32.50 £14.49 -
Median hourly rate % change year-on-year +124.29% - -
Scotland median hourly rate £33.75 £14.49 £41.00
% change year-on-year +132.92% -64.66% +29.34%

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 1,403 1,019 1,083
As % of all contract IT jobs advertised in Glasgow 86.44% 86.65% 84.81%
Number of daily rates quoted 840 539 621
Glasgow median daily rate £390 £375 £350
Median daily rate % change year-on-year +4.00% +7.14% -6.67%
10th Percentile £263 £250 £213
90th Percentile £531 £488 £475
Scotland median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33% -
Number of hourly rates quoted 30 11 9
Glasgow median hourly rate £16.68 £17.32 £30.00
Median hourly rate % change year-on-year -3.70% -42.27% +9.09%
10th Percentile £10.47 £13.75 £9.25
90th Percentile £35.46 £41.00 £37.60
Scotland median hourly rate £17.50 £26.75 £36.00
% change year-on-year -34.58% -25.69% +20.00%

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 24 June 2018.

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

For the 6 months to 24 June 2018, IT contractor jobs citing Analytics 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 Glasgow region with a requirement for Analytics.

1 33 (40.74%) Python
2 28 (34.57%) Java
3 25 (30.86%) Unix
4 22 (27.16%) Agile Software Development
5 21 (25.93%) Degree
5 21 (25.93%) Splunk
5 21 (25.93%) Data Analytics
6 20 (24.69%) Git (software)
6 20 (24.69%) Linux
6 20 (24.69%) Analytical Skills
7 19 (23.46%) Finance
7 19 (23.46%) Cybersecurity
7 19 (23.46%) Big Data
8 18 (22.22%) SQL
9 17 (20.99%) Kafka
9 17 (20.99%) Ansible
9 17 (20.99%) DevOps
10 16 (19.75%) HTML
10 16 (19.75%) JavaScript
10 16 (19.75%) Microsoft
11 15 (18.52%) CSS
11 15 (18.52%) Scala
11 15 (18.52%) Linux Command Line
12 14 (17.28%) Configuration Management
12 14 (17.28%) Data Analysis
13 13 (16.05%) Business Intelligence
13 13 (16.05%) Continuous Integration
13 13 (16.05%) JIRA
13 13 (16.05%) Enterprise Software
13 13 (16.05%) Jenkins

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 (9.88%) Apache Spark
2 6 (7.41%) Apache
3 5 (6.17%) Cloud Foundry
3 5 (6.17%) SharePoint
4 4 (4.94%) CMS
5 3 (3.70%) Drupal
5 3 (3.70%) WordPress
6 2 (2.47%) MODX
6 2 (2.47%) nginx
7 1 (1.23%) Apache Airflow
7 1 (1.23%) Confluence
7 1 (1.23%) Elasticsearch
7 1 (1.23%) GemFire
7 1 (1.23%) Oracle SOA Suite
7 1 (1.23%) Tomcat
7 1 (1.23%) Umbraco
7 1 (1.23%) WebLogic
Applications
1 10 (12.35%) Microsoft Excel
2 6 (7.41%) Microsoft PowerPoint
3 3 (3.70%) Microsoft Office
3 3 (3.70%) MS Visio
4 1 (1.23%) Microsoft Project
Business Applications
1 2 (2.47%) Dynamics AX
1 2 (2.47%) Dynamics CRM
Cloud Services
1 11 (13.58%) Microsoft Azure
2 3 (3.70%) Adobe Analytics
2 3 (3.70%) Akamai
2 3 (3.70%) Google Tag Manager
3 2 (2.47%) Amazon AWS
3 2 (2.47%) Azure Data Factory
3 2 (2.47%) Cloud Computing
3 2 (2.47%) Google Analytics
3 2 (2.47%) Mailgun
3 2 (2.47%) npm
4 1 (1.23%) Dynamics 365
Communications & Networking
1 10 (12.35%) HTTP
2 2 (2.47%) DNS
2 2 (2.47%) Firewall
3 1 (1.23%) Internet
3 1 (1.23%) SMS
Database & Business Intelligence
1 19 (23.46%) Big Data
2 11 (13.58%) Hadoop
3 9 (11.11%) NoSQL
3 9 (11.11%) QlikView
4 7 (8.64%) Data Warehouse
4 7 (8.64%) Power BI
5 6 (7.41%) BusinessObjects
6 5 (6.17%) Apache Zeppelin
6 5 (6.17%) Oracle Database
6 5 (6.17%) Oracle Database 12c
7 4 (4.94%) MongoDB
7 4 (4.94%) Relational Database
7 4 (4.94%) SQL Server Reporting Services
8 3 (3.70%) Data Lake
8 3 (3.70%) Impala
8 3 (3.70%) MySQL
9 2 (2.47%) Data Mining
9 2 (2.47%) SQL Server Integration Services
10 1 (1.23%) RDBMS
10 1 (1.23%) SQL Server Analysis Services
Development Applications
1 20 (24.69%) Git (software)
2 13 (16.05%) Jenkins
2 13 (16.05%) JIRA
3 5 (6.17%) Oracle Forms
4 1 (1.23%) Ant
4 1 (1.23%) Concordion
4 1 (1.23%) Cucumber
4 1 (1.23%) FitNesse
4 1 (1.23%) Maven
4 1 (1.23%) Subversion
General
1 19 (23.46%) Finance
2 6 (7.41%) Games
3 4 (4.94%) Banking
4 2 (2.47%) Publishing
5 1 (1.23%) Financial Institution
5 1 (1.23%) Investment Banking
5 1 (1.23%) Marketing
5 1 (1.23%) Private Banking
5 1 (1.23%) Retail
Job Titles
1 25 (30.86%) Developer
2 14 (17.28%) Analyst
3 10 (12.35%) Architect
3 10 (12.35%) Java Developer
4 8 (9.88%) Data Analyst
4 8 (9.88%) DevOps Engineer
5 6 (7.41%) Solutions Architect
6 4 (4.94%) Data Analytics Specialist
6 4 (4.94%) Infrastructure Specialist
6 4 (4.94%) Report Analyst
7 3 (3.70%) Designer
7 3 (3.70%) Python Developer
7 3 (3.70%) Scala Developer
7 3 (3.70%) Solutions Designer
7 3 (3.70%) User Researcher
8 2 (2.47%) Applications Developer
8 2 (2.47%) Data Architect
8 2 (2.47%) Infrastructure Analyst
8 2 (2.47%) Lead Developer
8 2 (2.47%) Senior Developer
Libraries, Frameworks & Software Standards
1 17 (20.99%) Kafka
2 16 (19.75%) HTML
3 15 (18.52%) CSS
4 13 (16.05%) REST
5 9 (11.11%) Spring
6 8 (9.88%) Elastic Stack
7 6 (7.41%) AngularJS
7 6 (7.41%) SOAP
8 5 (6.17%) Spring Cloud
8 5 (6.17%) Web Services
9 4 (4.94%) Akka
9 4 (4.94%) Hibernate
9 4 (4.94%) JPA
9 4 (4.94%) Regular Expression
10 3 (3.70%) Angular 2
10 3 (3.70%) JSON
10 3 (3.70%) LAMP
10 3 (3.70%) RESTful
11 2 (2.47%) LEMP Stack
11 2 (2.47%) Node.js
Miscellaneous
1 20 (24.69%) Analytical Skills
2 15 (18.52%) Linux Command Line
3 13 (16.05%) Enterprise Software
4 9 (11.11%) Computer Science
5 5 (6.17%) IVR
6 4 (4.94%) Blog
6 4 (4.94%) Cyberthreat
6 4 (4.94%) Management Information System
7 2 (2.47%) Social Media
8 1 (1.23%) Algorithms
8 1 (1.23%) Clustering
8 1 (1.23%) Credit Risk
8 1 (1.23%) Cyberattack
8 1 (1.23%) Data Structures
8 1 (1.23%) Derivative
8 1 (1.23%) Market Risk
8 1 (1.23%) OTC Derivatives
8 1 (1.23%) Self-Motivation
8 1 (1.23%) Taxonomies
8 1 (1.23%) User Experience
Operating Systems
1 25 (30.86%) Unix
2 20 (24.69%) Linux
3 2 (2.47%) CentOS
3 2 (2.47%) Red Hat Enterprise Linux
4 1 (1.23%) Windows
Processes & Methodologies
1 22 (27.16%) Agile Software Development
2 21 (25.93%) Data Analytics
3 19 (23.46%) Cybersecurity
4 17 (20.99%) DevOps
5 14 (17.28%) Configuration Management
5 14 (17.28%) Data Analysis
6 13 (16.05%) Business Intelligence
6 13 (16.05%) Continuous Integration
7 12 (14.81%) Machine Learning
8 10 (12.35%) Data Modelling
8 10 (12.35%) Visualisation
9 9 (11.11%) Data Engineering
9 9 (11.11%) Problem-Solving
9 9 (11.11%) SDLC
10 8 (9.88%) Decision-Making
10 8 (9.88%) Document Management
10 8 (9.88%) Workflow
11 7 (8.64%) CRM
11 7 (8.64%) Metadata Management
11 7 (8.64%) Software Engineering
Programming Languages
1 33 (40.74%) Python
2 28 (34.57%) Java
3 18 (22.22%) SQL
4 16 (19.75%) JavaScript
5 15 (18.52%) Scala
6 12 (14.81%) Shell Script
7 8 (9.88%) C#
8 7 (8.64%) C++
9 6 (7.41%) Java 8
9 6 (7.41%) PL/SQL
10 3 (3.70%) PHP
11 2 (2.47%) Bash Shell
11 2 (2.47%) Ruby
11 2 (2.47%) X++
12 1 (1.23%) Jython
12 1 (1.23%) Perl
12 1 (1.23%) PowerShell
12 1 (1.23%) R
Qualifications
1 21 (25.93%) Degree
2 3 (3.70%) Computer Science Degree
3 1 (1.23%) BPSS Clearance
3 1 (1.23%) DBS Check
3 1 (1.23%) ISEB
3 1 (1.23%) ISTQB
3 1 (1.23%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 12 (14.81%) QA
2 5 (6.17%) Data Quality
3 1 (1.23%) Disclosure Scotland
3 1 (1.23%) P3O
3 1 (1.23%) PMO
System Software
1 2 (2.47%) Postfix
2 1 (1.23%) HDFS
Systems Management
1 17 (20.99%) Ansible
2 5 (6.17%) Kibana
3 4 (4.94%) Opscode Chef
3 4 (4.94%) Puppet
4 2 (2.47%) Cobbler
4 2 (2.47%) Fail2ban
4 2 (2.47%) HAProxy
4 2 (2.47%) Terraform
Vendors
1 21 (25.93%) Splunk
2 16 (19.75%) Microsoft
3 10 (12.35%) Oracle
3 10 (12.35%) Tableau
4 5 (6.17%) Perforce
5 3 (3.70%) Adobe
5 3 (3.70%) Google
6 2 (2.47%) Lets Encrypt
6 2 (2.47%) Red Hat
7 1 (1.23%) Cloudera
7 1 (1.23%) IBM
7 1 (1.23%) Lotus
7 1 (1.23%) Sencha