The table below looks at the statistics for Analytics skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Analytics
Rank 67 86 82
Rank change year-on-year
+19 -4
Permanent jobs citing Analytics 219 205 216
As % of all permanent IT jobs located in the North West 3.91% 3.24% 3.10%
As % of the Processes & Methodologies category 4.50% 3.67% 3.64%
Number of salaries quoted 182 142 142
Median salary £38,500 £40,000 £35,000
Median salary % change year-on-year
-3.75% +14.28%
90% offered a salary of more than £27,500 £26,150 £19,100
10% offered a salary of more than £60,000 £64,500 £71,500
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
Analytics
England

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

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
4863 5582 5941
As % of all permanent IT jobs located in the North West 86.79% 88.32% 85.35%
Number of salaries quoted 4116 4536 4742
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,000 £27,500 £27,000
10% offered a salary of more than £62,500 £57,000 £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 the North West

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

Analytics Jobs Demand Trend in the North West

Analytics
Salary Trend in the North West

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

Analytics Salary Trend in the North West

Analytics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Analytics across the North West region over the 3 months to 28 June 2016.

Analytics Salary Histogram in the North West

Analytics
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the North West region over the 3 months to 28 June 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
Manchester +16 150 £40,000 +5.96% 47
Cheshire +24 40 £35,000 -12.50% 8
Lancashire +20 16 £30,000 - 3
Merseyside -7 6 £70,000 +110.52% 1
Analytics
England

Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 28 June 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 North West region with a requirement for Analytics.

1 122 (28.50%) SQL
2 120 (28.04%) Google
3 105 (24.53%) Agile Software Development
4 95 (22.20%) Business Intelligence
5 92 (21.50%) Data Analytics
6 89 (20.79%) HTML
7 86 (20.09%) Analytical Skills
8 83 (19.39%) CSS
9 82 (19.16%) Marketing
10 81 (18.93%) Google Analytics
11 77 (17.99%) JavaScript
12 73 (17.06%) SQL Server
13 66 (15.42%) E-Commerce
14 64 (14.95%) Degree
14 64 (14.95%) Git (software)
15 58 (13.55%) Finance
16 57 (13.32%) Scrum
17 55 (12.85%) Oracle
18 54 (12.62%) Microsoft
19 52 (12.15%) Retail
20 47 (10.98%) MS Excel
21 44 (10.28%) SEO
22 43 (10.05%) .NET
23 42 (9.81%) Big Data
24 40 (9.35%) Machine Learning
25 38 (8.88%) XML
25 38 (8.88%) IBM
25 38 (8.88%) WCF
26 37 (8.64%) Digital Marketing
26 37 (8.64%) Visualisation

Analytics
Top Related IT Skills in the North West 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 37 (8.64%) SAS
2 33 (7.71%) CMS
3 19 (4.44%) WebSphere
4 18 (4.21%) WordPress
5 11 (2.57%) SharePoint
6 6 (1.40%) Apache Spark
7 4 (0.93%) JBoss
8 3 (0.70%) Apache
8 3 (0.70%) Elasticsearch
9 2 (0.47%) Mule
10 1 (0.23%) Cloud Foundry
10 1 (0.23%) Drupal
Applications
1 47 (10.98%) MS Excel
2 16 (3.74%) MS Office
3 15 (3.50%) MS PowerPoint
3 15 (3.50%) SPSS
4 5 (1.17%) Photoshop
5 1 (0.23%) Adobe Creative Suite
5 1 (0.23%) MS Visio
5 1 (0.23%) Spreadsheet
Business Applications
1 28 (6.54%) Magento
2 14 (3.27%) WebTrends
3 10 (2.34%) Adobe Campaign
4 9 (2.10%) Payment Gateway
4 9 (2.10%) SAP FI
5 6 (1.40%) SAP Oil and Gas
6 3 (0.70%) Dynamics CRM
7 2 (0.47%) Dynamics AX
8 1 (0.23%) Oracle EBS
8 1 (0.23%) PeopleSoft HCM
8 1 (0.23%) Siebel Analytics
8 1 (0.23%) Workday HCM
Cloud Services
1 81 (18.93%) Google Analytics
2 23 (5.37%) Adobe Analytics
3 22 (5.14%) AdWords
4 21 (4.91%) Microsoft Azure
5 16 (3.74%) Cloud Computing
6 14 (3.27%) Amazon AWS
7 10 (2.34%) SaaS
8 8 (1.87%) Google Tag Manager
9 6 (1.40%) Amazon EC2
9 6 (1.40%) SuccessFactors
10 4 (0.93%) GitHub
11 3 (0.70%) Office 365
12 2 (0.47%) Amazon S3
12 2 (0.47%) Heroku
13 1 (0.23%) Force.com
13 1 (0.23%) MailChimp
13 1 (0.23%) OpenShift
13 1 (0.23%) Sage Pay
13 1 (0.23%) Trello
Communications & Networking
1 20 (4.67%) FTP
2 18 (4.21%) Internet
3 4 (0.93%) Broadband
4 3 (0.70%) LAN
4 3 (0.70%) Network Security
5 2 (0.47%) SMS
6 1 (0.23%) DNS
6 1 (0.23%) Extranet
6 1 (0.23%) Firewall
6 1 (0.23%) HTTPS
6 1 (0.23%) SNMP
6 1 (0.23%) TCP/IP
6 1 (0.23%) Unified Communications
6 1 (0.23%) WAN
Database & Business Intelligence
1 73 (17.06%) SQL Server
2 42 (9.81%) Big Data
3 32 (7.48%) Data Warehouse
4 22 (5.14%) Data Mining
5 21 (4.91%) Power BI
5 21 (4.91%) Spotfire
6 19 (4.44%) Pentaho
7 18 (4.21%) QlikView
7 18 (4.21%) SQL Server Reporting Services
8 16 (3.74%) BusinessObjects
8 16 (3.74%) Microsoft Power View
8 16 (3.74%) MySQL
8 16 (3.74%) PowerPivot
8 16 (3.74%) SQL Server Integration Services
9 13 (3.04%) DataStage
9 13 (3.04%) NoSQL
10 10 (2.34%) Hadoop
10 10 (2.34%) SQL Server 2008
11 9 (2.10%) SQL Server 2012
12 8 (1.87%) Relational Database
Development Applications
1 64 (14.95%) Git (software)
2 23 (5.37%) Subversion
2 23 (5.37%) Team Foundation Server
3 20 (4.67%) JIRA
4 18 (4.21%) NUnit
5 12 (2.80%) Appium
5 12 (2.80%) Calabash
6 9 (2.10%) ERwin
7 7 (1.64%) Talend Open Studio
8 6 (1.40%) Axure RP
9 3 (0.70%) TeamCity
10 2 (0.47%) PHPUnit
11 1 (0.23%) Cucumber
11 1 (0.23%) GitLab
11 1 (0.23%) IntelliJ
11 1 (0.23%) SoapUI
11 1 (0.23%) Vagrant
11 1 (0.23%) Visual Website Optimizer
11 1 (0.23%) VSS/SourceSafe
General
1 82 (19.16%) Marketing
2 58 (13.55%) Finance
3 52 (12.15%) Retail
4 17 (3.97%) Banking
4 17 (3.97%) Telecoms
5 9 (2.10%) Pharmaceutical
6 8 (1.87%) Games
7 7 (1.64%) Manufacturing
8 6 (1.40%) Back Office
8 6 (1.40%) Electronics
9 5 (1.17%) Advertising
10 4 (0.93%) Front Office
10 4 (0.93%) Law
11 3 (0.70%) Brand Awareness
12 2 (0.47%) Investment Banking
12 2 (0.47%) Legal
13 1 (0.23%) Corporate Banking
13 1 (0.23%) Local Government
13 1 (0.23%) Publishing
13 1 (0.23%) Retail Banking
Job Titles
1 93 (21.73%) Analyst
2 71 (16.59%) Developer
3 35 (8.18%) Consultant
4 25 (5.84%) Data Analyst
4 25 (5.84%) Senior Analyst
5 23 (5.37%) Business Intelligence Developer
6 21 (4.91%) Designer
7 20 (4.67%) Software Manager
7 20 (4.67%) SQL Developer
8 19 (4.44%) Business Intelligence Analyst
8 19 (4.44%) SQL Analyst
9 18 (4.21%) Graduate
10 16 (3.74%) Analytics Consultant
11 15 (3.50%) UX Designer
12 14 (3.27%) Architect
12 14 (3.27%) PHP Developer
12 14 (3.27%) Web Developer
13 13 (3.04%) Analyst Developer
13 13 (3.04%) IT Manager
13 13 (3.04%) Project Manager
Libraries, Frameworks & Software Standards
1 89 (20.79%) HTML
2 83 (19.39%) CSS
3 43 (10.05%) .NET
4 38 (8.88%) WCF
4 38 (8.88%) XML
5 36 (8.41%) JSON
6 24 (5.61%) HTML5
7 18 (4.21%) WPF
8 16 (3.74%) jQuery
9 12 (2.80%) CSS3
9 12 (2.80%) SOAP
10 8 (1.87%) Web Services
11 6 (1.40%) Oracle Fusion
11 6 (1.40%) RESTful
12 5 (1.17%) AngularJS
12 5 (1.17%) ASP.NET
12 5 (1.17%) Flash
12 5 (1.17%) MDX
13 4 (0.93%) .NET Framework
13 4 (0.93%) LAMP
Miscellaneous
1 86 (20.09%) Analytical Skills
2 37 (8.64%) Visualisation
3 36 (8.41%) Social Media
4 31 (7.24%) User Experience
5 23 (5.37%) Management Information System
6 22 (5.14%) Mobile App
6 22 (5.14%) Statistics
7 19 (4.44%) Algorithms
8 14 (3.27%) Computer Science
9 8 (1.87%) Credit Risk
9 8 (1.87%) CUDA
9 8 (1.87%) Mathematics
10 7 (1.64%) Social Network
11 5 (1.17%) Blog
11 5 (1.17%) Digital Media
11 5 (1.17%) Hybrid Cloud
12 4 (0.93%) Copywriting
12 4 (0.93%) Data Integration
12 4 (0.93%) Enterprise Software
12 4 (0.93%) IVR
Operating Systems
1 30 (7.01%) Linux
2 17 (3.97%) Android
3 14 (3.27%) Apple iOS
4 12 (2.80%) Unix
5 7 (1.64%) Windows
6 1 (0.23%) CentOS
6 1 (0.23%) Red Hat Enterprise Linux
6 1 (0.23%) SUSE
6 1 (0.23%) Ubuntu
Processes & Methodologies
1 105 (24.53%) Agile Software Development
2 95 (22.20%) Business Intelligence
3 92 (21.50%) Data Analytics
4 66 (15.42%) E-Commerce
5 57 (13.32%) Scrum
6 44 (10.28%) SEO
7 40 (9.35%) Machine Learning
8 37 (8.64%) Digital Marketing
9 36 (8.41%) Data Management
9 36 (8.41%) ETL
10 35 (8.18%) Software Engineering
11 33 (7.71%) Mentoring
12 31 (7.24%) MVC
13 30 (7.01%) Data Visualisation
13 30 (7.01%) TDD
13 30 (7.01%) Web Development
14 29 (6.78%) PRINCE2
15 28 (6.54%) Data Modelling
15 28 (6.54%) ITIL
16 27 (6.31%) Front End Development
Programming Languages
1 122 (28.50%) SQL
2 77 (17.99%) JavaScript
3 37 (8.64%) Java
4 32 (7.48%) Python
5 26 (6.07%) PL/SQL
6 25 (5.84%) C#
6 25 (5.84%) T-SQL
7 20 (4.67%) VBA
8 18 (4.21%) PHP
9 14 (3.27%) R
10 13 (3.04%) Bash Shell
11 12 (2.80%) Objective-C
12 11 (2.57%) Perl
13 10 (2.34%) C++
14 9 (2.10%) MATLAB
15 5 (1.17%) Ruby
15 5 (1.17%) Scala
15 5 (1.17%) Shell Script
16 3 (0.70%) C
16 3 (0.70%) Data Analysis Expressions (DAX)
Qualifications
1 64 (14.95%) Degree
2 14 (3.27%) PhD
3 8 (1.87%) Security Cleared
4 7 (1.64%) PRINCE2 Certification
4 7 (1.64%) SC Cleared
5 6 (1.40%) CIMA
6 4 (0.93%) CISM
6 4 (0.93%) CISSP
7 3 (0.70%) PMI Certification
7 3 (0.70%) PMP
8 2 (0.47%) MBA
9 1 (0.23%) BC Cleared
9 1 (0.23%) CISA
9 1 (0.23%) Oracle Certification
9 1 (0.23%) Postgraduate
9 1 (0.23%) QiCA
Quality Assurance & Compliance
1 18 (4.21%) QA
2 6 (1.40%) Data Quality
3 1 (0.23%) HIPAA
3 1 (0.23%) ISO/IEC 27001
System Software
1 7 (1.64%) GPFS
2 3 (0.70%) VMware Infrastructure
3 2 (0.47%) vCloud
4 1 (0.23%) Docker
4 1 (0.23%) HDFS
4 1 (0.23%) KVM
Systems Management
1 19 (4.44%) ServiceCenter
2 7 (1.64%) Tivoli
2 7 (1.64%) Tivoli Storage Manager
3 2 (0.47%) Puppet
4 1 (0.23%) Ansible
4 1 (0.23%) Opscode Chef
Vendors
1 120 (28.04%) Google
2 55 (12.85%) Oracle
3 54 (12.62%) Microsoft
4 38 (8.88%) IBM
5 37 (8.64%) Tableau
6 35 (8.18%) SAP
7 27 (6.31%) Informatica
8 25 (5.84%) Adobe
9 20 (4.67%) hybris
10 19 (4.44%) ATG
10 19 (4.44%) HP
11 14 (3.27%) Cognos
11 14 (3.27%) Perforce
12 13 (3.04%) Ab Initio
12 13 (3.04%) Apple
13 12 (2.80%) MicroStrategy
14 8 (1.87%) Tealium
15 7 (1.64%) Intel
15 7 (1.64%) Talend
16 6 (1.40%) Teradata
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