The table below looks at the statistics for Analytics skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Analytics
Rank 47 56 69
Rank change year-on-year
+9 +13
Permanent jobs citing Analytics 49 45 47
As % of all permanent IT jobs located in Edinburgh 3.81% 3.33% 2.85%
As % of the Processes & Methodologies category 4.24% 3.78% 3.26%
Number of salaries quoted 37 37 22
Median salary £57,500 £47,500 £53,750
Median salary % change year-on-year
+21.05% -11.62%
90% offered a salary of more than £33,300 £31,900 £30,000
10% offered a salary of more than £77,000 £57,500 £74,500
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
Analytics
Scotland

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

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1157 1189 1442
As % of all permanent IT jobs located in Edinburgh 89.90% 88.01% 87.50%
Number of salaries quoted 736 710 936
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,000 £32,500 £29,000
10% offered a salary of more than £67,500 £60,000 £59,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Analytics
Jobs Demand Trend in Edinburgh

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

Analytics Jobs Demand Trend in Edinburgh

Analytics
Salary Trend in Edinburgh

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

Analytics Salary Trend in Edinburgh

Analytics
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Analytics across the Edinburgh region over the 3 months to 4 May 2016.

Analytics Salary Histogram in Edinburgh

Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 4 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 Edinburgh region with a requirement for Analytics.

1 48 (46.15%) SAS
2 44 (42.31%) Banking
3 36 (34.62%) Agile Software Development
3 36 (34.62%) Finance
4 24 (23.08%) Business Intelligence
5 23 (22.12%) SQL
6 21 (20.19%) Project Management
6 21 (20.19%) Big Data
7 20 (19.23%) Web Analytics
7 20 (19.23%) Credit Risk
8 18 (17.31%) SQL Server
8 18 (17.31%) Hadoop
8 18 (17.31%) Data Management
8 18 (17.31%) Data Analytics
8 18 (17.31%) Visualisation
9 17 (16.35%) Data Modelling
10 14 (13.46%) Analytical Skills
10 14 (13.46%) R
10 14 (13.46%) Data Governance
11 13 (12.50%) Marketing
11 13 (12.50%) Oracle
11 13 (12.50%) Data Visualisation
11 13 (12.50%) Statistical Modelling
12 12 (11.54%) Microsoft
12 12 (11.54%) Degree
12 12 (11.54%) QlikView
13 11 (10.58%) Mathematics
13 11 (10.58%) Retail
13 11 (10.58%) ETL
13 11 (10.58%) Management Information System

Analytics
Top Related IT Skills in Edinburgh 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 48 (46.15%) SAS
2 11 (10.58%) Apache Spark
3 2 (1.92%) Apache Pig
3 2 (1.92%) CMS
3 2 (1.92%) Umbraco
4 1 (0.96%) Apache
4 1 (0.96%) GeoServer
4 1 (0.96%) MS Exchange
4 1 (0.96%) Tomcat
Applications
1 10 (9.62%) MS PowerPoint
2 9 (8.65%) SPSS
3 5 (4.81%) MS Excel
3 5 (4.81%) MS Office
4 4 (3.85%) S-PLUS
4 4 (3.85%) Stata
Business Applications
1 1 (0.96%) Oracle Applications
1 1 (0.96%) Oracle Assets
1 1 (0.96%) Oracle Cash Management
1 1 (0.96%) Oracle EBS
1 1 (0.96%) Oracle EBS R12
1 1 (0.96%) Oracle FAH
1 1 (0.96%) Oracle Payables
1 1 (0.96%) Oracle Receivables
Cloud Services
1 8 (7.69%) Google Analytics
2 1 (0.96%) Office 365
Communications & Networking
1 2 (1.92%) Firewall
1 2 (1.92%) Unified Communications
2 1 (0.96%) DNS
2 1 (0.96%) Remote Desktop
2 1 (0.96%) SAN
2 1 (0.96%) TCP/IP
Database & Business Intelligence
1 21 (20.19%) Big Data
2 18 (17.31%) Hadoop
2 18 (17.31%) SQL Server
3 12 (11.54%) QlikView
4 10 (9.62%) SAS Enterprise Guide
5 9 (8.65%) Data Warehouse
5 9 (8.65%) SAS Enterprise Miner
6 6 (5.77%) BusinessObjects
6 6 (5.77%) PostgreSQL
7 5 (4.81%) Data Mining
7 5 (4.81%) MongoDB
7 5 (4.81%) SQL Server Integration Services
7 5 (4.81%) SQL Server Reporting Services
8 3 (2.88%) Spotfire
9 2 (1.92%) Apache Hive
9 2 (1.92%) Base SAS
9 2 (1.92%) Enterprise Data Warehouse
9 2 (1.92%) HBase
9 2 (1.92%) SQL Server Analysis Services
9 2 (1.92%) Sqoop
Development Applications
1 3 (2.88%) Team Foundation Server
2 2 (1.92%) Visual Studio
3 1 (0.96%) Checkstyle
3 1 (0.96%) Eclipse
3 1 (0.96%) FindBugs
3 1 (0.96%) ReSharper
General
1 44 (42.31%) Banking
2 36 (34.62%) Finance
3 13 (12.50%) Marketing
4 11 (10.58%) Retail
5 9 (8.65%) Games
6 4 (3.85%) Investment Banking
6 4 (3.85%) Retail Banking
6 4 (3.85%) Telecoms
7 2 (1.92%) Front Office
7 2 (1.92%) General Ledger
7 2 (1.92%) Local Government
8 1 (0.96%) Billing
8 1 (0.96%) Legal
8 1 (0.96%) Manufacturing
Job Titles
1 19 (18.27%) Analyst
1 19 (18.27%) Consultant
2 16 (15.38%) Developer
2 16 (15.38%) Project Manager
3 15 (14.42%) Financial Services Project Manager
4 14 (13.46%) IT Manager
4 14 (13.46%) IT Project Manager
4 14 (13.46%) IT Services Manager
5 7 (6.73%) Analytics Manager
6 6 (5.77%) Business Intelligence Manager
6 6 (5.77%) Data Analytics Manager
6 6 (5.77%) Data Manager
6 6 (5.77%) QlikView Developer
6 6 (5.77%) SAS Consultant
6 6 (5.77%) Senior Developer
7 5 (4.81%) Senior Consultant
8 4 (3.85%) Credit Analyst
8 4 (3.85%) Quantitative Analyst
8 4 (3.85%) Quantitative Risk Analyst
8 4 (3.85%) Risk Analyst
Libraries, Frameworks & Software Standards
1 9 (8.65%) HTML
2 8 (7.69%) .NET
3 5 (4.81%) CSS
3 5 (4.81%) D3.js
4 4 (3.85%) XML
5 3 (2.88%) Middleware
6 2 (1.92%) HTML5
6 2 (1.92%) Kafka
6 2 (1.92%) LINQ
7 1 (0.96%) Ajax
7 1 (0.96%) CGI
7 1 (0.96%) JAX-WS
7 1 (0.96%) jQuery
7 1 (0.96%) JSON
7 1 (0.96%) LESS
7 1 (0.96%) PostGIS
7 1 (0.96%) Twitter Bootstrap
7 1 (0.96%) VTK
7 1 (0.96%) WebGL
7 1 (0.96%) XSLT
Miscellaneous
1 20 (19.23%) Credit Risk
2 18 (17.31%) Visualisation
3 14 (13.46%) Analytical Skills
4 11 (10.58%) Management Information System
4 11 (10.58%) Mathematics
5 7 (6.73%) Economics
5 7 (6.73%) Informatics
5 7 (6.73%) Statistics
6 6 (5.77%) Computer Science
7 4 (3.85%) Applied Mathematics
7 4 (3.85%) Credit Derivative
7 4 (3.85%) Derivative
7 4 (3.85%) Fixed Income
7 4 (3.85%) Physics
8 3 (2.88%) Data Integration
8 3 (2.88%) Psychology
9 2 (1.92%) Fintech
9 2 (1.92%) IVR
9 2 (1.92%) Social Media
9 2 (1.92%) User Experience
Operating Systems
1 5 (4.81%) Linux
2 3 (2.88%) Windows
3 1 (0.96%) Ubuntu
3 1 (0.96%) Unix
3 1 (0.96%) Windows Server 2003
3 1 (0.96%) Windows Server 2012
Processes & Methodologies
1 36 (34.62%) Agile Software Development
2 24 (23.08%) Business Intelligence
3 21 (20.19%) Project Management
4 20 (19.23%) Web Analytics
5 18 (17.31%) Data Analytics
5 18 (17.31%) Data Management
6 17 (16.35%) Data Modelling
7 14 (13.46%) Data Governance
8 13 (12.50%) Data Visualisation
8 13 (12.50%) Statistical Modelling
9 11 (10.58%) Anti-Money Laundering
9 11 (10.58%) ETL
10 10 (9.62%) Data Analysis
10 10 (9.62%) Risk Analytics
11 9 (8.65%) Presales
12 8 (7.69%) Dashboard Development
12 8 (7.69%) Technical Analysis
12 8 (7.69%) Workflow
13 7 (6.73%) Scrum
13 7 (6.73%) Stakeholder Management
Programming Languages
1 23 (22.12%) SQL
2 14 (13.46%) R
3 9 (8.65%) C#
3 9 (8.65%) Java
3 9 (8.65%) VBA
4 8 (7.69%) C++
4 8 (7.69%) JavaScript
4 8 (7.69%) Python
5 6 (5.77%) Scala
6 5 (4.81%) MATLAB
7 2 (1.92%) F#
7 2 (1.92%) T-SQL
8 1 (0.96%) PHP
8 1 (0.96%) PL/SQL
Qualifications
1 12 (11.54%) Degree
2 4 (3.85%) PhD
3 3 (2.88%) CISSP
3 3 (2.88%) ISEB
3 3 (2.88%) ISTQB
3 3 (2.88%) ISTQB Foundation Certification
4 2 (1.92%) ITIL Certification
5 1 (0.96%) ACCA
5 1 (0.96%) CIMA
5 1 (0.96%) CISA
5 1 (0.96%) CISM
5 1 (0.96%) MBA
5 1 (0.96%) MCSA
5 1 (0.96%) MCSE
5 1 (0.96%) Microsoft Certification
Quality Assurance & Compliance
1 3 (2.88%) Data Quality
2 2 (1.92%) IAS 39
2 2 (1.92%) ISO/IEC 27001
3 1 (0.96%) FATCA
3 1 (0.96%) PCI DSS
3 1 (0.96%) QA
System Software
1 3 (2.88%) VMware Infrastructure
2 2 (1.92%) Apache Flume
2 2 (1.92%) HDFS
3 1 (0.96%) Active Directory
3 1 (0.96%) vSphere
Systems Management
1 2 (1.92%) Ambari
1 2 (1.92%) Hadoop YARN
1 2 (1.92%) Oozie
1 2 (1.92%) Puppet
1 2 (1.92%) TeamSite
2 1 (0.96%) Ansible
2 1 (0.96%) HP Fortify
2 1 (0.96%) HP Quality Center
2 1 (0.96%) Opscode Chef
2 1 (0.96%) Red Hat Spacewalk
Vendors
1 13 (12.50%) Oracle
2 12 (11.54%) Microsoft
3 10 (9.62%) Tableau
4 8 (7.69%) Google
5 4 (3.85%) Adobe
5 4 (3.85%) Greenplum
5 4 (3.85%) Netezza
5 4 (3.85%) Teradata
6 3 (2.88%) Hyperion
6 3 (2.88%) VMware
7 2 (1.92%) Ab Initio
7 2 (1.92%) Avaya
7 2 (1.92%) Cognos
7 2 (1.92%) Informatica
7 2 (1.92%) Red Hat
7 2 (1.92%) Splunk
7 2 (1.92%) Verint
8 1 (0.96%) Alteryx
8 1 (0.96%) Birst
8 1 (0.96%) Jaspersoft
Edinburgh, Midlothian
onezeero.
Posted: 2 hours ago
Edinburgh, Midlothian
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Salary: £50000 - £65000 per annum + benefits
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Salary: £36000 per annum + competitive bonus and benefits
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Posted: Yesterday
Edinburgh, Midlothian
Staffworx Ltd
Salary: to £650 day
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Salary: £65000 - £75000 per annum + Car Allow + Bonus + Benefits
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Salary: £30000.00 - £45000.00 per annum
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Salary: £45000 - £50000 per annum + Negotiable
Posted: 16 days ago