The table below looks at the statistics for Analytics skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 2 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 May 2016
Same period 2015 Same period 2014
Analytics
Rank 72 72 105
Rank change year-on-year
0 +33
Permanent jobs citing Analytics 92 91 81
As % of all permanent IT jobs located in Scotland 3.22% 2.86% 2.00%
As % of the Processes & Methodologies category 3.60% 3.26% 2.36%
Number of salaries quoted 51 56 47
Median salary £57,500 £50,000 £50,000
Median salary % change year-on-year
+15.00% -
90% offered a salary of more than £33,000 £33,750 £30,000
10% offered a salary of more than £77,000 £61,213 £75,000
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
Analytics
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2557 2795 3433
As % of all permanent IT jobs located in Scotland 89.50% 87.89% 84.79%
Number of salaries quoted 1574 1744 2266
Median salary £45,500 £45,000 £42,500
Median salary % change year-on-year
+1.11% +5.88%
90% offered a salary of more than £31,500 £32,500 £30,000
10% offered a salary of more than £65,000 £59,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Analytics
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in Scotland

Analytics
Salary Trend in Scotland

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

Analytics Salary Trend in Scotland

Analytics
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Analytics across the Scotland region over the 3 months to 2 May 2016.

Analytics Salary Histogram in Scotland

Analytics
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Scotland region over the 3 months to 2 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +7 50 £57,500 +21.05% 12
Glasgow -3 38 £50,000 -12.28% 4
Stirling -8 1 - - 1
Falkirk - 1 - -
Analytics
UK

Analytics
Top 30 Related IT Skills in Scotland

For the 6 months to 2 May 2016, 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 Scotland region with a requirement for Analytics.

1 90 (41.47%) Finance
2 81 (37.33%) Agile Software Development
3 66 (30.41%) Banking
4 58 (26.73%) SQL
5 55 (25.35%) Java
6 51 (23.50%) SAS
7 44 (20.28%) Business Intelligence
7 44 (20.28%) Analytical Skills
8 43 (19.82%) Degree
9 41 (18.89%) Data Analytics
10 38 (17.51%) Python
11 33 (15.21%) Big Data
12 31 (14.29%) Visualisation
13 30 (13.82%) Project Management
13 30 (13.82%) C#
14 29 (13.36%) Data Modelling
14 29 (13.36%) TDD
14 29 (13.36%) Marketing
15 27 (12.44%) C++
15 27 (12.44%) Oracle
16 26 (11.98%) HTML
16 26 (11.98%) Unix
17 25 (11.52%) Linux
17 25 (11.52%) Data Warehouse
18 24 (11.06%) OO
18 24 (11.06%) XML
18 24 (11.06%) Perl
18 24 (11.06%) Risk Analytics
19 23 (10.60%) Hadoop
19 23 (10.60%) Web Analytics

Analytics
Top Related IT Skills in Scotland 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 51 (23.50%) SAS
2 15 (6.91%) Apache Spark
3 12 (5.53%) MQSeries
4 4 (1.84%) WebSphere
5 3 (1.38%) Apache Solr
5 3 (1.38%) CMS
5 3 (1.38%) Elasticsearch
6 2 (0.92%) Apache Pig
6 2 (0.92%) JBoss
6 2 (0.92%) SharePoint
6 2 (0.92%) Umbraco
7 1 (0.46%) Apache
7 1 (0.46%) GeoServer
7 1 (0.46%) MS Exchange
7 1 (0.46%) NetWeaver
7 1 (0.46%) Tomcat
Applications
1 11 (5.07%) MS PowerPoint
2 10 (4.61%) MS Excel
2 10 (4.61%) SPSS
3 5 (2.30%) MS Office
3 5 (2.30%) Stata
4 4 (1.84%) S-PLUS
5 1 (0.46%) MS Project
Business Applications
1 4 (1.84%) Oracle EBS R12
2 2 (0.92%) Oracle Applications
2 2 (0.92%) Oracle Assets
2 2 (0.92%) Oracle Cash Management
2 2 (0.92%) Oracle EBS
2 2 (0.92%) Oracle FAH
2 2 (0.92%) Oracle Payables
2 2 (0.92%) Oracle Receivables
3 1 (0.46%) Oracle Retail
3 1 (0.46%) SAP CO
3 1 (0.46%) SAP FI
3 1 (0.46%) SAP FI/CO
Cloud Services
1 18 (8.29%) Google Analytics
2 12 (5.53%) Amazon AWS
3 10 (4.61%) IaaS
3 10 (4.61%) PaaS
4 8 (3.69%) Amazon CloudWatch
4 8 (3.69%) Amazon EC2
4 8 (3.69%) Amazon S3
4 8 (3.69%) Microsoft Azure
5 4 (1.84%) AdWords
6 1 (0.46%) Cloud Computing
6 1 (0.46%) Office 365
Communications & Networking
1 11 (5.07%) Network Security
2 7 (3.23%) HTTP
3 4 (1.84%) Firewall
3 4 (1.84%) TCP/IP
4 3 (1.38%) FTP
4 3 (1.38%) SNMP
5 2 (0.92%) DNS
5 2 (0.92%) Unified Communications
6 1 (0.46%) Internet
6 1 (0.46%) Remote Desktop
6 1 (0.46%) SAN
Database & Business Intelligence
1 33 (15.21%) Big Data
2 25 (11.52%) Data Warehouse
3 23 (10.60%) Hadoop
4 22 (10.14%) NoSQL
5 20 (9.22%) Relational Database
5 20 (9.22%) SQL Server
6 19 (8.76%) PostgreSQL
7 16 (7.37%) Apache Cassandra
8 13 (5.99%) QlikView
9 12 (5.53%) BigTable
10 10 (4.61%) MongoDB
10 10 (4.61%) SAS Enterprise Guide
11 9 (4.15%) SAS Enterprise Miner
12 8 (3.69%) Data Mining
13 6 (2.76%) BusinessObjects
14 4 (1.84%) MarkLogic
14 4 (1.84%) SQL Server Integration Services
14 4 (1.84%) SQL Server Reporting Services
15 3 (1.38%) Apache Hive
15 3 (1.38%) Parquet
Development Applications
1 6 (2.76%) Maven
2 4 (1.84%) Jenkins
3 3 (1.38%) JUnit
3 3 (1.38%) Team Foundation Server
4 2 (0.92%) Ant
4 2 (0.92%) Visual Studio
5 1 (0.46%) Artifactory
5 1 (0.46%) Checkstyle
5 1 (0.46%) Eclipse
5 1 (0.46%) FindBugs
5 1 (0.46%) FitNesse
5 1 (0.46%) Git (software)
5 1 (0.46%) JIRA
5 1 (0.46%) ReSharper
5 1 (0.46%) Subversion
General
1 90 (41.47%) Finance
2 66 (30.41%) Banking
3 29 (13.36%) Marketing
4 16 (7.37%) Games
5 13 (5.99%) Retail
6 12 (5.53%) Back Office
7 6 (2.76%) Publishing
7 6 (2.76%) Telecoms
8 5 (2.30%) Investment Banking
8 5 (2.30%) Manufacturing
8 5 (2.30%) Retail Banking
9 4 (1.84%) Billing
9 4 (1.84%) Financial Institution
10 3 (1.38%) General Ledger
10 3 (1.38%) Legal
11 2 (0.92%) Advertising
11 2 (0.92%) Front Office
11 2 (0.92%) Local Government
12 1 (0.46%) Automotive
Job Titles
1 50 (23.04%) Developer
2 38 (17.51%) Consultant
3 37 (17.05%) Analyst
4 22 (10.14%) Project Manager
5 16 (7.37%) Financial Services Project Manager
5 16 (7.37%) IT Manager
6 15 (6.91%) IT Project Manager
6 15 (6.91%) IT Services Manager
7 12 (5.53%) Architect
8 11 (5.07%) IT Consultant
8 11 (5.07%) Security Consultant
8 11 (5.07%) Senior Developer
9 10 (4.61%) IT Security Consultant
9 10 (4.61%) Lead Security Consultant
9 10 (4.61%) SOC Consultant
9 10 (4.61%) Technology Consultant
10 8 (3.69%) Java Developer
10 8 (3.69%) Python Developer
11 7 (3.23%) Analytics Manager
12 6 (2.76%) QlikView Developer
Libraries, Frameworks & Software Standards
1 26 (11.98%) HTML
2 24 (11.06%) XML
3 15 (6.91%) Middleware
4 14 (6.45%) FIX Protocol
5 12 (5.53%) CSS
5 12 (5.53%) XML Schema
6 11 (5.07%) .NET
6 11 (5.07%) REST
7 10 (4.61%) HTML5
8 7 (3.23%) Spring
9 6 (2.76%) D3.js
10 5 (2.30%) jQuery
10 5 (2.30%) JSON
10 5 (2.30%) Kafka
10 5 (2.30%) Web Services
11 4 (1.84%) CGI
11 4 (1.84%) RESTful
11 4 (1.84%) SOAP
11 4 (1.84%) WebSphere MQ
11 4 (1.84%) ZeroMQ
Miscellaneous
1 44 (20.28%) Analytical Skills
2 31 (14.29%) Visualisation
3 22 (10.14%) Management Information System
4 20 (9.22%) Credit Risk
5 18 (8.29%) Derivative
5 18 (8.29%) Fixed Income
6 12 (5.53%) Foreign Exchange (FX)
6 12 (5.53%) Market Risk
6 12 (5.53%) Mathematics
7 11 (5.07%) User Experience
8 10 (4.61%) Computer Science
8 10 (4.61%) Data Integration
8 10 (4.61%) Informatics
8 10 (4.61%) Security Operations Centre
9 8 (3.69%) Hybrid Cloud
9 8 (3.69%) Interest Rate Derivative
9 8 (3.69%) Statistics
10 7 (3.23%) Economics
11 6 (2.76%) Data Structures
11 6 (2.76%) Mobile Games
Operating Systems
1 26 (11.98%) Unix
2 25 (11.52%) Linux
3 13 (5.99%) Windows
4 6 (2.76%) Apple iOS
5 1 (0.46%) AIX
5 1 (0.46%) Ubuntu
5 1 (0.46%) Windows Server 2003
5 1 (0.46%) Windows Server 2012
Processes & Methodologies
1 81 (37.33%) Agile Software Development
2 44 (20.28%) Business Intelligence
3 41 (18.89%) Data Analytics
4 30 (13.82%) Project Management
5 29 (13.36%) Data Modelling
5 29 (13.36%) TDD
6 24 (11.06%) OO
6 24 (11.06%) Risk Analytics
7 23 (10.60%) Continuous Integration
7 23 (10.60%) Web Analytics
8 20 (9.22%) Service Delivery
9 19 (8.76%) Unit Testing
10 18 (8.29%) Data Management
10 18 (8.29%) Information Security
11 17 (7.83%) Open Source
12 16 (7.37%) BDD
12 16 (7.37%) Data Analysis
12 16 (7.37%) Risk Management
12 16 (7.37%) Scrum
12 16 (7.37%) SDLC
Programming Languages
1 58 (26.73%) SQL
2 55 (25.35%) Java
3 38 (17.51%) Python
4 30 (13.82%) C#
5 27 (12.44%) C++
6 24 (11.06%) Perl
7 23 (10.60%) Ruby
8 16 (7.37%) R
9 12 (5.53%) JavaScript
9 12 (5.53%) XPath
10 9 (4.15%) VBA
11 7 (3.23%) Scala
12 6 (2.76%) MATLAB
12 6 (2.76%) PL/SQL
12 6 (2.76%) Smalltalk
13 5 (2.30%) Shell Script
14 4 (1.84%) SPARQL
15 3 (1.38%) PHP
15 3 (1.38%) PowerShell
15 3 (1.38%) VBScript
Qualifications
1 43 (19.82%) Degree
2 10 (4.61%) CEH
2 10 (4.61%) GIAC
3 4 (1.84%) CISSP
3 4 (1.84%) ISEB
3 4 (1.84%) ISTQB
3 4 (1.84%) ISTQB Foundation Certification
3 4 (1.84%) PhD
4 2 (0.92%) ACCA
4 2 (0.92%) CIMA
4 2 (0.92%) ITIL Certification
4 2 (0.92%) MBA
5 1 (0.46%) CISA
5 1 (0.46%) CISM
5 1 (0.46%) MCSA
5 1 (0.46%) MCSE
5 1 (0.46%) Microsoft Certification
5 1 (0.46%) PMI Certification
5 1 (0.46%) SANS
5 1 (0.46%) SAP Certification
Quality Assurance & Compliance
1 4 (1.84%) QA
2 3 (1.38%) Data Quality
3 2 (0.92%) COBIT
3 2 (0.92%) HL7
3 2 (0.92%) ISO/IEC 27001
4 1 (0.46%) FATCA
4 1 (0.46%) IAS 39
4 1 (0.46%) PCI DSS
System Software
1 10 (4.61%) Docker
2 3 (1.38%) VMware Infrastructure
3 2 (0.92%) Apache Flume
3 2 (0.92%) HDFS
4 1 (0.46%) Active Directory
4 1 (0.46%) RACF
4 1 (0.46%) vSphere
Systems Management
1 8 (3.69%) Kubernetes
1 8 (3.69%) Mesos
2 4 (1.84%) Puppet
2 4 (1.84%) QRadar
3 3 (1.38%) Ansible
3 3 (1.38%) Fluentd
3 3 (1.38%) Nagios
3 3 (1.38%) Nessus
3 3 (1.38%) Opscode Chef
4 2 (0.92%) Ambari
4 2 (0.92%) Hadoop YARN
4 2 (0.92%) Oozie
4 2 (0.92%) TeamSite
5 1 (0.46%) ArcSight ESM
5 1 (0.46%) Control-M
5 1 (0.46%) HP Fortify
5 1 (0.46%) HP Quality Center
5 1 (0.46%) Red Hat Spacewalk
5 1 (0.46%) RSA Security Analytics
Vendors
1 27 (12.44%) Oracle
2 18 (8.29%) Google
3 17 (7.83%) Microsoft
4 10 (4.61%) Tableau
5 6 (2.76%) Splunk
6 5 (2.30%) Greenplum
6 5 (2.30%) Hyperion
6 5 (2.30%) SAP
7 4 (1.84%) Adobe
7 4 (1.84%) ArcSight
7 4 (1.84%) Cognos
7 4 (1.84%) Netezza
7 4 (1.84%) Qualys
7 4 (1.84%) Teradata
8 3 (1.38%) Informatica
8 3 (1.38%) MicroStrategy
8 3 (1.38%) ServiceNow
8 3 (1.38%) Sony
8 3 (1.38%) VMware
9 2 (0.92%) Facebook
Edinburgh, Midlothian
Harvey Nash plc
Posted: 4 hours ago
Edinburgh, Midlothian
Staffworx Ltd
Salary: to £650 day
Posted: 10 hours ago
Edinburgh, Midlothian
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: 4 days ago
Glasgow, Scotland
JP Morgan Glasgow
Salary: Competitive + Benefits
Posted: 4 days ago
Glasgow, Scotland
JP Morgan Glasgow
Salary: Competitive + Benefits
Posted: 4 days ago
Edinburgh, Midlothian
Lorien Resourcing
Salary: £65000 - £75000 per annum + Car Allow + Bonus + Benefits
Posted: 5 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £35000 - £55000 per annum + Core Bens + Flexi Package
Posted: 5 days ago
Glasgow
JP Morgan Glasgow
Salary: Highly competitive compensation package
Posted: 5 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45K-£70k plus attractive benefits, 30 days holiday and extensive care
Posted: 6 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £70,000-£90,000
Posted: 6 days ago
Glasgow, Lanarkshire
RecruitmentRevolution.com Limited
Salary: Excellent Salary + benefits
Posted: 6 days ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £45000.00 per annum
Posted: 6 days ago
Edinburgh, Midlothian
CGI
Salary: £55000 - £73000 per annum + benefits
Posted: 13 days ago
Edinburgh
Churchill Frank International
Salary: £45000 - £50000 per annum + Negotiable
Posted: 14 days ago
Scotland
Hewlett Packard Enterprise
Posted: 26 days ago