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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Analytics
Scotland / Edinburgh
Rank 22 38 42
Rank change year-on-year
+16 +4
Permanent jobs citing Analytics 90 60 69
As % of all permanent IT jobs located in Edinburgh 8.17% 4.77% 5.06%
As % of the Processes & Methodologies category 8.86% 5.23% 5.74%
Number of salaries quoted 57 42 49
Median salary £50,500 £57,500 £50,000
Median salary % change year-on-year
-12.17% +15.00%
90% offered a salary of more than £36,500 £35,250 £32,000
10% offered a salary of more than £77,500 £75,000 £57,500
UK excluding London median salary £45,000 £47,359 £44,183
% change year-on-year
-4.98% +7.18%

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
1016 1148 1203
As % of all permanent IT jobs located in Edinburgh 92.20% 91.26% 88.20%
Number of salaries quoted 679 775 736
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year
- +7.95%
90% offered a salary of more than £35,000 £34,000 £32,500
10% offered a salary of more than £71,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 23 February 2017.

Analytics Salary Histogram in Edinburgh

Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 23 February 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 Edinburgh region with a requirement for Analytics.

1 64 (46.72%) SQL
2 62 (45.26%) Finance
3 49 (35.77%) Analytical Skills
4 46 (33.58%) SAS
5 42 (30.66%) Hadoop
6 36 (26.28%) Big Data
6 36 (26.28%) Marketing
6 36 (26.28%) Data Analysis
7 34 (24.82%) Business Intelligence
8 33 (24.09%) Degree
9 26 (18.98%) Python
10 25 (18.25%) Apache Hive
11 24 (17.52%) Machine Learning
11 24 (17.52%) Anti-Money Laundering
12 23 (16.79%) Data Modelling
13 22 (16.06%) Data Mining
13 22 (16.06%) Oracle
14 21 (15.33%) Data Analytics
14 21 (15.33%) R
15 20 (14.60%) Workflow
16 19 (13.87%) Risk Management
16 19 (13.87%) Data Management
16 19 (13.87%) Agile Software Development
16 19 (13.87%) Java
16 19 (13.87%) JavaScript
16 19 (13.87%) Data Warehouse
16 19 (13.87%) RDBMS
16 19 (13.87%) Project Management
16 19 (13.87%) Relational Database
17 18 (13.14%) Apache Pig

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 46 (33.58%) SAS
2 18 (13.14%) Apache Pig
3 9 (6.57%) JBoss
4 8 (5.84%) Apache Spark
5 7 (5.11%) CMS
6 4 (2.92%) Oracle SOA Suite
7 3 (2.19%) Sitecore CMS
8 2 (1.46%) Apache
8 2 (1.46%) Elasticsearch
8 2 (1.46%) Tomcat
9 1 (0.73%) Drupal
9 1 (0.73%) Marvel
9 1 (0.73%) nginx
9 1 (0.73%) SharePoint
Applications
1 9 (6.57%) MS Excel
2 2 (1.46%) MS Office
2 2 (1.46%) MS PowerPoint
2 2 (1.46%) SPSS
3 1 (0.73%) Adobe Illustrator
3 1 (0.73%) Photoshop
Business Applications
1 2 (1.46%) Cognos Business Intelligence
2 1 (0.73%) Dynamics CRM
2 1 (0.73%) Oracle EBS
Cloud Services
1 14 (10.22%) Google Analytics
2 3 (2.19%) Amazon AWS
3 1 (0.73%) Amazon EMR
3 1 (0.73%) Cloud Computing
3 1 (0.73%) Google Cloud Platform
3 1 (0.73%) Office 365
Communications & Networking
1 4 (2.92%) Internet
2 1 (0.73%) SMS
Database & Business Intelligence
1 42 (30.66%) Hadoop
2 36 (26.28%) Big Data
3 25 (18.25%) Apache Hive
4 22 (16.06%) Data Mining
5 19 (13.87%) Data Warehouse
5 19 (13.87%) RDBMS
5 19 (13.87%) Relational Database
6 17 (12.41%) SQL Server
7 16 (11.68%) PostgreSQL
8 15 (10.95%) MongoDB
8 15 (10.95%) NoSQL
9 13 (9.49%) MySQL
10 8 (5.84%) Amazon Redshift
10 8 (5.84%) Apache Cassandra
11 7 (5.11%) Neo4j
11 7 (5.11%) Pentaho
11 7 (5.11%) QlikView
12 6 (4.38%) DB2
13 4 (2.92%) Oracle Reports
13 4 (2.92%) SQL Server Integration Services
Development Applications
1 7 (5.11%) Talend Open Studio
2 4 (2.92%) ERwin
3 3 (2.19%) Team Foundation Server
3 3 (2.19%) Visual Studio
4 2 (1.46%) Axure RP
4 2 (1.46%) Git (software)
5 1 (0.73%) Subversion
General
1 62 (45.26%) Finance
2 36 (26.28%) Marketing
3 17 (12.41%) Legal
4 13 (9.49%) Banking
5 10 (7.30%) Retail
6 2 (1.46%) Billing
6 2 (1.46%) Retail Banking
7 1 (0.73%) Investment Banking
7 1 (0.73%) Multimedia
Job Titles
1 28 (20.44%) Analyst
2 24 (17.52%) Consultant
3 19 (13.87%) Developer
4 16 (11.68%) Architect
4 16 (11.68%) Data Architect
5 10 (7.30%) Data Analyst
5 10 (7.30%) Senior Architect
5 10 (7.30%) Senior Data Architect
6 9 (6.57%) Web Developer
7 8 (5.84%) Senior Consultant
8 7 (5.11%) Applications Developer
8 7 (5.11%) Web Applications Developer
9 6 (4.38%) Data Scientist
9 6 (4.38%) Java Developer
9 6 (4.38%) Software Engineer
10 5 (3.65%) Big Data Architect
10 5 (3.65%) Hadoop Consultant
10 5 (3.65%) SAS Consultant
10 5 (3.65%) Senior Analyst
10 5 (3.65%) Software Developer
Libraries, Frameworks & Software Standards
1 9 (6.57%) CSS
1 9 (6.57%) HTML
1 9 (6.57%) Spring
1 9 (6.57%) XML
2 8 (5.84%) Kafka
3 7 (5.11%) ActiveMQ
3 7 (5.11%) Drools
3 7 (5.11%) Elastic Stack
3 7 (5.11%) Java EE
3 7 (5.11%) jBPM
3 7 (5.11%) Middleware
3 7 (5.11%) XSLT
4 6 (4.38%) Apache Camel
5 5 (3.65%) Ruby on Rails
6 4 (2.92%) .NET
6 4 (2.92%) jQuery
7 3 (2.19%) Twitter Bootstrap
7 3 (2.19%) Web Services
8 2 (1.46%) Hibernate
8 2 (1.46%) React
Miscellaneous
1 49 (35.77%) Analytical Skills
2 13 (9.49%) Credit Risk
3 8 (5.84%) Computer Science
4 6 (4.38%) User Experience
5 4 (2.92%) Taxonomies
6 3 (2.19%) Enterprise Software
7 2 (1.46%) Algorithms
7 2 (1.46%) Driving Licence
7 2 (1.46%) Internet of Things
7 2 (1.46%) Management Information System
8 1 (0.73%) BBC
8 1 (0.73%) Data Structures
Operating Systems
1 11 (8.03%) Linux
Processes & Methodologies
1 36 (26.28%) Data Analysis
2 34 (24.82%) Business Intelligence
3 24 (17.52%) Anti-Money Laundering
3 24 (17.52%) Machine Learning
4 23 (16.79%) Data Modelling
5 21 (15.33%) Data Analytics
6 20 (14.60%) Workflow
7 19 (13.87%) Agile Software Development
7 19 (13.87%) Data Management
7 19 (13.87%) Project Management
7 19 (13.87%) Risk Management
8 18 (13.14%) KYC
9 16 (11.68%) Business Analytics
10 14 (10.22%) Open Source
10 14 (10.22%) Predictive Analytics
11 13 (9.49%) Case Management
11 13 (9.49%) Change Control
11 13 (9.49%) Data Integration
11 13 (9.49%) Functional Testing
11 13 (9.49%) Regression Analysis
Programming Languages
1 64 (46.72%) SQL
2 26 (18.98%) Python
3 21 (15.33%) R
4 19 (13.87%) Java
4 19 (13.87%) JavaScript
5 6 (4.38%) Ruby
6 4 (2.92%) MATLAB
6 4 (2.92%) PHP
6 4 (2.92%) PL/SQL
7 3 (2.19%) C#
7 3 (2.19%) T-SQL
8 2 (1.46%) Bash Shell
8 2 (1.46%) C++
8 2 (1.46%) Perl
9 1 (0.73%) SAS Macro
9 1 (0.73%) Scala
9 1 (0.73%) TypeScript
Qualifications
1 33 (24.09%) Degree
2 1 (0.73%) CCAB
2 1 (0.73%) CISA
Quality Assurance & Compliance
1 7 (5.11%) Data Quality
System Software
1 4 (2.92%) HDFS
Systems Management
1 13 (9.49%) Ambari
2 4 (2.92%) Oozie
3 3 (2.19%) Puppet
4 1 (0.73%) Ansible
4 1 (0.73%) Opscode Chef
4 1 (0.73%) Systems Management Server (SMS)
Vendors
1 22 (16.06%) Oracle
2 14 (10.22%) Google
3 12 (8.76%) Microsoft
4 9 (6.57%) Teradata
5 8 (5.84%) Tableau
5 8 (5.84%) Vertica
6 7 (5.11%) Talend
7 5 (3.65%) Cognos
8 4 (2.92%) IBM
8 4 (2.92%) MicroStrategy
8 4 (2.92%) Sitecore
9 2 (1.46%) Adobe
9 2 (1.46%) Omniture
9 2 (1.46%) OpenText
10 1 (0.73%) Apple
10 1 (0.73%) Hyperion
10 1 (0.73%) Informatica
10 1 (0.73%) Norkom
10 1 (0.73%) Progress
Edinburgh, Midlothian
7 Fifty Two Solutions Ltd
Posted: Yesterday
Edinburgh, Midlothian
SSP Worldwide
Salary: From £35,000 to £50,000 per annum Plus Benefits
Posted: 17 hours ago
Edinburgh
Churchill Frank
Salary: £36000 - £45000 per annum + benefits
Posted: 19 hours ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £70000.00 - £80000.00 per annum
Posted: Yesterday
Edinburgh, Midlothian
Informatiq Consulting
Posted: Yesterday
Edinburgh, Midlothian
Empiric.com
Salary: Unspecified Competitive + Benefits package
Posted: 2 days ago
Edinburgh, Midlothian
Stanton House Uk Llp
Salary: £35000 - £40000 per annum + Benefits
Posted: Yesterday
Edinburgh, Midlothian
SSP Worldwide
Salary: Up to £60,000 per annum DOE Plus Benefits
Posted: 17 hours ago
Edinburgh, Midlothian
Spring Technology
Salary: benefits
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £41000 - £61000 per annum + Benefits
Posted: 4 days ago
Edinburgh, Midlothian
Churchill Frank
Salary: £33000 - £40000 per annum
Posted: 5 days ago
Edinburgh, Midlothian
Engage PSG
Salary: £30000 - £40000 per annum + Additional Company Benefits
Posted: Yesterday
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £50000.00 - £60000.00 per annum
Posted: 8 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 9 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £28000.00 - £35000.00 per annum
Posted: 22 days ago
Edinburgh
Cathcart Associates
Salary: £35000 - £47000 per annum + Benefits
Posted: 24 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £55000.00 per annum
Posted: 21 days ago
Edinburgh
Churchill Frank
Salary: £37000 - £45000 per annum + Large Benefits Package
Posted: 21 days ago