Period
to 21 October 2019

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 21 October 2019 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
21 Oct 2019
Same period 2018 Same period 2017
Rank 62 23 50
Rank change year-on-year -39 +27 +16
Contract jobs citing Analytics 47 123 49
As % of all contract IT jobs advertised in Glasgow 3.30% 7.37% 3.68%
As % of the Processes & Methodologies category 3.71% 8.19% 4.13%
Number of daily rates quoted 23 52 24
Glasgow median daily rate £438 £475 £400
Median daily rate % change year-on-year -7.89% +18.75% -11.11%
10th Percentile £350 £170 £232
90th Percentile £567 £555 £600
Scotland median daily rate £438 £400 £400
% change year-on-year +9.38% - -
Number of hourly rates quoted 0 1 5
Glasgow median hourly rate - £32.50 £24.00
Median hourly rate % change year-on-year - +35.42% -
Scotland median hourly rate £44.50 £37.75 £24.00
% change year-on-year +17.88% +57.29% -42.86%

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 1,267 1,502 1,186
As % of all contract IT jobs advertised in Glasgow 88.97% 89.94% 88.97%
Number of daily rates quoted 757 840 624
Glasgow median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £273 £256 £263
90th Percentile £575 £538 £500
Scotland median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +9.15%
Number of hourly rates quoted 45 32 35
Glasgow median hourly rate £22.50 £18.25 £24.00
Median hourly rate % change year-on-year +23.29% -23.96% +45.45%
10th Percentile £11.17 £11.33 £10.00
90th Percentile £39.20 £35.23 £34.20
Scotland median hourly rate £21.50 £25.00 £26.13
% change year-on-year -14.00% -4.31% +4.50%

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 21 October 2019.

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 21 October 2019, 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 17 (36.17%) SQL
2 15 (31.91%) Business Intelligence
2 15 (31.91%) Big Data
3 14 (29.79%) Agile Software Development
4 12 (25.53%) Finance
5 11 (23.40%) Python
6 10 (21.28%) Java
6 10 (21.28%) Microsoft
7 9 (19.15%) Azure
7 9 (19.15%) SDLC
8 7 (14.89%) .NET
9 6 (12.77%) SQL Server
9 6 (12.77%) Data Warehouse
9 6 (12.77%) Apache Spark
9 6 (12.77%) Data Analytics
10 5 (10.64%) Analytical Skills
10 5 (10.64%) Linux
10 5 (10.64%) OO
10 5 (10.64%) Windows
10 5 (10.64%) Oracle
10 5 (10.64%) C#
10 5 (10.64%) Migration
10 5 (10.64%) Data Management
10 5 (10.64%) Problem-Solving
10 5 (10.64%) Public Sector
10 5 (10.64%) Project Delivery
11 4 (8.51%) Serverless
11 4 (8.51%) Data Science
11 4 (8.51%) Decision-Making
11 4 (8.51%) Self-Motivation

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 6 (12.77%) Apache Spark
2 3 (6.38%) SharePoint
3 2 (4.26%) Apache
4 1 (2.13%) CMS
4 1 (2.13%) Elasticsearch
4 1 (2.13%) Jupyter
Applications
1 2 (4.26%) Chatbot
1 2 (4.26%) MS Visio
2 1 (2.13%) Microsoft Office
Business Applications
1 1 (2.13%) Cognos TM1
1 1 (2.13%) Oracle EBS
1 1 (2.13%) Primavera
Cloud Services
1 9 (19.15%) Azure
2 4 (8.51%) Azure Functions
2 4 (8.51%) Google Analytics
2 4 (8.51%) Serverless
3 2 (4.26%) Azure Data Factory
3 2 (4.26%) Office 365
3 2 (4.26%) Power Platform
4 1 (2.13%) AWS
4 1 (2.13%) SaaS
Communications & Networking
1 2 (4.26%) Firewall
1 2 (4.26%) Internet
1 2 (4.26%) Intrusion Detection
2 1 (2.13%) HTTP
Database & Business Intelligence
1 15 (31.91%) Big Data
2 6 (12.77%) Data Warehouse
2 6 (12.77%) SQL Server
3 4 (8.51%) KDB
3 4 (8.51%) Qlik Sense
4 3 (6.38%) Data Lake
4 3 (6.38%) Electronic Patient Records
4 3 (6.38%) Hadoop
4 3 (6.38%) NoSQL
4 3 (6.38%) SQL Server Analysis Services
4 3 (6.38%) SQL Server Integration Services
5 2 (4.26%) Azure SQL Data Warehouse
5 2 (4.26%) Cosmos DB
5 2 (4.26%) Data Mining
5 2 (4.26%) DataStage
5 2 (4.26%) GIS
5 2 (4.26%) Oracle Database
5 2 (4.26%) Power BI
6 1 (2.13%) Enterprise Data Warehouse
6 1 (2.13%) Impala
Development Applications
1 3 (6.38%) Git (software)
2 2 (4.26%) ERwin
2 2 (4.26%) Jenkins
2 2 (4.26%) JUnit
2 2 (4.26%) Toad
3 1 (2.13%) Cucumber
3 1 (2.13%) Eclipse
3 1 (2.13%) FindBugs
3 1 (2.13%) FitNesse
3 1 (2.13%) IntelliJ
3 1 (2.13%) JIRA
3 1 (2.13%) Maven
3 1 (2.13%) PostCSS
3 1 (2.13%) Selenium
3 1 (2.13%) Subversion
3 1 (2.13%) TestNG
General
1 12 (25.53%) Finance
2 5 (10.64%) Public Sector
3 4 (8.51%) Banking
4 3 (6.38%) Investment Banking
5 2 (4.26%) Retail
6 1 (2.13%) Digital Economy
Job Titles
1 20 (42.55%) Developer
2 6 (12.77%) Architect
3 5 (10.64%) Data Engineer
4 4 (8.51%) Analyst
4 4 (8.51%) C# Developer
4 4 (8.51%) Data Architect
4 4 (8.51%) KDB Developer
5 3 (6.38%) Front End Developer (Client-Side Developer)
5 3 (6.38%) Project Manager
6 2 (4.26%) .NET Developer
6 2 (4.26%) Business Analyst
6 2 (4.26%) Data Scientist
6 2 (4.26%) Desktop Support
6 2 (4.26%) Enterprise Architect
6 2 (4.26%) Enterprise Data Architect
6 2 (4.26%) Programme Director
6 2 (4.26%) Solutions Architect
6 2 (4.26%) Technical Architect
6 2 (4.26%) Transformation Director
6 2 (4.26%) Transformation Programme Director
Libraries, Frameworks & Software Standards
1 7 (14.89%) .NET
2 4 (8.51%) Middleware
3 2 (4.26%) .NET Framework
3 2 (4.26%) Ajax
3 2 (4.26%) ASP.NET Web API
3 2 (4.26%) CSS
3 2 (4.26%) Elastic Stack
3 2 (4.26%) HTML
3 2 (4.26%) jQuery
3 2 (4.26%) JSON
3 2 (4.26%) MLlib
3 2 (4.26%) NumPy
3 2 (4.26%) Pandas
3 2 (4.26%) scikit-learn
3 2 (4.26%) Seaborn
3 2 (4.26%) Velocity
3 2 (4.26%) XML
4 1 (2.13%) React Native
4 1 (2.13%) Regular Expression
4 1 (2.13%) Spring Boot
Miscellaneous
1 5 (10.64%) Analytical Skills
2 4 (8.51%) Equity Derivative
2 4 (8.51%) Mashup
2 4 (8.51%) Self-Motivation
3 3 (6.38%) e-Health
3 3 (6.38%) LIMS
3 3 (6.38%) NHS
3 3 (6.38%) PACS
3 3 (6.38%) User Experience
4 2 (4.26%) Algorithms
4 2 (4.26%) Cyberthreat
4 2 (4.26%) Enterprise Software
4 2 (4.26%) Greenfield Project
4 2 (4.26%) Hybrid Cloud
4 2 (4.26%) Internet of Things
5 1 (2.13%) Cloud Native
5 1 (2.13%) Linux Command Line
5 1 (2.13%) Mobile App
5 1 (2.13%) Private Cloud
5 1 (2.13%) Security Operations Centre
Operating Systems
1 5 (10.64%) Linux
1 5 (10.64%) Windows
2 4 (8.51%) Unix
3 3 (6.38%) Windows 10
4 2 (4.26%) Solaris
Processes & Methodologies
1 15 (31.91%) Business Intelligence
2 14 (29.79%) Agile Software Development
3 9 (19.15%) SDLC
4 6 (12.77%) Data Analytics
5 5 (10.64%) Data Management
5 5 (10.64%) Migration
5 5 (10.64%) OO
5 5 (10.64%) Problem-Solving
5 5 (10.64%) Project Delivery
6 4 (8.51%) Capacity Management
6 4 (8.51%) Data Modelling
6 4 (8.51%) Data Science
6 4 (8.51%) Decision-Making
6 4 (8.51%) ETL
6 4 (8.51%) Front End Development
6 4 (8.51%) Performance Monitoring
6 4 (8.51%) Performance Optimisation
6 4 (8.51%) Project Management
6 4 (8.51%) Stakeholder Management
6 4 (8.51%) Visualisation
Programming Languages
1 17 (36.17%) SQL
2 11 (23.40%) Python
3 10 (21.28%) Java
4 5 (10.64%) C#
5 4 (8.51%) JavaScript
6 3 (6.38%) T-SQL
7 2 (4.26%) PL/SQL
7 2 (4.26%) R
7 2 (4.26%) Shell Script
8 1 (2.13%) ES6
8 1 (2.13%) Scala
8 1 (2.13%) VBA
Qualifications
1 2 (4.26%) Degree
2 1 (2.13%) BPSS Clearance
2 1 (2.13%) Security Cleared
Quality Assurance & Compliance
1 3 (6.38%) HL7
2 1 (2.13%) QA
System Software
1 2 (4.26%) Active Directory
1 2 (4.26%) Docker
Systems Management
1 2 (4.26%) Kubernetes
1 2 (4.26%) Oracle RMAN
2 1 (2.13%) Ansible
2 1 (2.13%) Kibana
2 1 (2.13%) logstash
Vendors
1 10 (21.28%) Microsoft
2 5 (10.64%) Oracle
3 4 (8.51%) Google
3 4 (8.51%) Splunk
4 3 (6.38%) IBM
5 2 (4.26%) Adobe
5 2 (4.26%) Databricks
5 2 (4.26%) Facebook
6 1 (2.13%) Cloudera
6 1 (2.13%) Cognos
6 1 (2.13%) Hotjar
6 1 (2.13%) Twitter