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

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Analytics
England / North West
Rank 72 81 120
Rank change year-on-year
+9 +39
Permanent jobs citing Analytics 237 187 160
As % of all permanent IT jobs located in the North West 3.94% 3.31% 2.30%
As % of the Processes & Methodologies category 4.36% 3.75% 2.62%
Number of salaries quoted 191 163 104
Median salary £40,000 £42,500 £35,000
Median salary % change year-on-year
-5.88% +21.42%
90% offered a salary of more than £26,500 £27,500 £22,950
10% offered a salary of more than £60,000 £65,000 £67,500
UK excluding London median salary £45,000 £47,218 £43,000
% change year-on-year
-4.69% +9.80%

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
5437 4983 6108
As % of all permanent IT jobs located in the North West 90.35% 88.23% 87.71%
Number of salaries quoted 4509 4153 5093
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £29,000 £28,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 24 February 2017.

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 24 February 2017. 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 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 +15 166 £40,000 -11.11% 38
Lancashire +6 24 £25,000 -16.66% 3
Cheshire -7 23 £36,500 -8.75% 8
Merseyside -2 15 £37,000 +13.84% 1
Analytics
England

Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 24 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 North West region with a requirement for Analytics.

1 162 (33.61%) Data Analytics
2 160 (33.20%) SQL
3 152 (31.54%) Big Data
4 144 (29.88%) Business Intelligence
5 120 (24.90%) Marketing
6 111 (23.03%) Agile Software Development
7 110 (22.82%) Python
8 101 (20.95%) Degree
9 99 (20.54%) CSS
10 97 (20.12%) HTML
11 94 (19.50%) JavaScript
12 89 (18.46%) SAS
13 83 (17.22%) Visualisation
14 78 (16.18%) Analytical Skills
15 73 (15.15%) Hadoop
16 72 (14.94%) Google
16 72 (14.94%) Java
17 71 (14.73%) SQL Server
18 70 (14.52%) MySQL
18 70 (14.52%) Oracle
19 67 (13.90%) C#
19 67 (13.90%) jQuery
20 66 (13.69%) Relational Database
21 65 (13.49%) Apache Spark
21 65 (13.49%) Scrum
22 63 (13.07%) Finance
23 61 (12.66%) Data Analysis
24 60 (12.45%) R
25 58 (12.03%) Information Security
26 57 (11.83%) Mathematics

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 89 (18.46%) SAS
2 65 (13.49%) Apache Spark
3 46 (9.54%) Apache Pig
4 43 (8.92%) Elasticsearch
5 15 (3.11%) WordPress
6 14 (2.90%) CMS
7 9 (1.87%) Drupal
7 9 (1.87%) Joomla!
8 6 (1.24%) SharePoint
9 5 (1.04%) JBoss
9 5 (1.04%) WebLogic
9 5 (1.04%) WebSphere
10 4 (0.83%) Apache
11 3 (0.62%) Sitefinity
12 2 (0.41%) Sitecore CMS
13 1 (0.21%) Confluence
13 1 (0.21%) IIS
Applications
1 36 (7.47%) MS Excel
2 26 (5.39%) SPSS
3 20 (4.15%) Stata
4 17 (3.53%) MS Office
5 4 (0.83%) MS PowerPoint
6 3 (0.62%) Adobe Creative Suite
6 3 (0.62%) Photoshop
6 3 (0.62%) Spreadsheet
7 2 (0.41%) Adobe Illustrator
7 2 (0.41%) MS Project
7 2 (0.41%) S-PLUS
8 1 (0.21%) UserZoom
Business Applications
1 15 (3.11%) Adobe Campaign
2 9 (1.87%) Magento
3 8 (1.66%) OpenCart
4 4 (0.83%) Dynamics NAV
5 3 (0.62%) Oracle 11i
5 3 (0.62%) Oracle EBS R12
5 3 (0.62%) Oracle ERP
5 3 (0.62%) SAP Oil and Gas
6 1 (0.21%) FastStats
6 1 (0.21%) Oracle Applications
6 1 (0.21%) Oracle EBS
6 1 (0.21%) Sage 200
6 1 (0.21%) SAP BPC
6 1 (0.21%) SAP S/4HANA
6 1 (0.21%) WebTrends
Cloud Services
1 54 (11.20%) Google Analytics
2 32 (6.64%) Amazon AWS
3 27 (5.60%) AdWords
4 16 (3.32%) SaaS
5 15 (3.11%) Microsoft Azure
6 8 (1.66%) Cloud Computing
7 7 (1.45%) Google Cloud Platform
8 6 (1.24%) PaaS
9 5 (1.04%) IaaS
10 4 (0.83%) Amazon EC2
11 3 (0.62%) Amazon EMR
11 3 (0.62%) Google Tag Manager
11 3 (0.62%) iPaaS
11 3 (0.62%) MailChimp
12 2 (0.41%) Adobe Analytics
12 2 (0.41%) Google Play
12 2 (0.41%) SuccessFactors
13 1 (0.21%) Amazon Kinesis
13 1 (0.21%) Responsys
Communications & Networking
1 11 (2.28%) Firewall
2 8 (1.66%) Internet
2 8 (1.66%) Network Security
3 6 (1.24%) LAN
3 6 (1.24%) WAN
4 4 (0.83%) BGP
4 4 (0.83%) MPLS
4 4 (0.83%) OSPF
5 3 (0.62%) Broadband
6 2 (0.41%) Cisco ASA
6 2 (0.41%) TCP/IP
6 2 (0.41%) VoIP
6 2 (0.41%) VPN
7 1 (0.21%) Intranet
7 1 (0.21%) SMS
7 1 (0.21%) SSL
Database & Business Intelligence
1 152 (31.54%) Big Data
2 73 (15.15%) Hadoop
3 71 (14.73%) SQL Server
4 70 (14.52%) MySQL
5 66 (13.69%) Relational Database
6 56 (11.62%) MongoDB
7 51 (10.58%) SQL Server Reporting Services
8 50 (10.37%) RDBMS
9 49 (10.17%) SQL Server Integration Services
10 47 (9.75%) Apache Hive
11 41 (8.51%) QlikView
12 38 (7.88%) Data Mining
13 35 (7.26%) Data Warehouse
14 31 (6.43%) NoSQL
15 28 (5.81%) Power BI
16 23 (4.77%) SQL Server Analysis Services
17 21 (4.36%) Spotfire
18 15 (3.11%) Amazon Redshift
18 15 (3.11%) DataStage
19 12 (2.49%) BusinessObjects
Development Applications
1 14 (2.90%) Jenkins
2 8 (1.66%) Git (software)
3 7 (1.45%) Selenium
4 5 (1.04%) Bitbucket
5 4 (0.83%) Mercurial
5 4 (0.83%) webpack
6 2 (0.41%) Android Studio
6 2 (0.41%) Gradle
6 2 (0.41%) JIRA
6 2 (0.41%) Mocha
6 2 (0.41%) PHPUnit
7 1 (0.21%) git-flow
7 1 (0.21%) Robolectric
7 1 (0.21%) Robotium
7 1 (0.21%) SonarQube
7 1 (0.21%) SQL Server Management Studio (SSMS)
7 1 (0.21%) Talend Open Studio
7 1 (0.21%) TeamCity
7 1 (0.21%) Visual Studio
7 1 (0.21%) Visual Website Optimizer
General
1 120 (24.90%) Marketing
2 63 (13.07%) Finance
3 51 (10.58%) Retail
4 32 (6.64%) Military
5 22 (4.56%) Advertising
6 12 (2.49%) Law
7 10 (2.07%) Banking
7 10 (2.07%) Legal
8 8 (1.66%) Telecoms
9 6 (1.24%) Games
10 4 (0.83%) Manufacturing
11 3 (0.62%) Brand Awareness
11 3 (0.62%) Electronics
11 3 (0.62%) French Language
12 2 (0.41%) Corporate Banking
12 2 (0.41%) Financial Institution
12 2 (0.41%) Multimedia
13 1 (0.21%) Back Office
13 1 (0.21%) Billing
13 1 (0.21%) Pharmaceutical
Job Titles
1 109 (22.61%) Analyst
2 86 (17.84%) Developer
3 50 (10.37%) Data Scientist
4 35 (7.26%) Data Analyst
5 34 (7.05%) Software Engineer
6 28 (5.81%) SQL Analyst
7 25 (5.19%) Software Developer
8 24 (4.98%) Architect
9 23 (4.77%) Consultant
10 22 (4.56%) JavaScript Developer
11 21 (4.36%) Business Intelligence Analyst
12 20 (4.15%) Front End Developer (Client-Side Developer)
13 19 (3.94%) Java Developer
13 19 (3.94%) Junior
13 19 (3.94%) Senior Data Scientist
14 18 (3.73%) Designer
15 16 (3.32%) Java Software Developer
16 15 (3.11%) Senior Analyst
16 15 (3.11%) SQL Data Analyst
16 15 (3.11%) UX Designer
Libraries, Frameworks & Software Standards
1 99 (20.54%) CSS
2 97 (20.12%) HTML
3 67 (13.90%) jQuery
4 55 (11.41%) HTML5
5 51 (10.58%) AngularJS
6 45 (9.34%) Node.js
7 44 (9.13%) Apache Camel
7 44 (9.13%) Hibernate
7 44 (9.13%) Spring
8 43 (8.92%) Java EE
9 42 (8.71%) CSS3
9 42 (8.71%) Middleware
10 24 (4.98%) .NET
11 20 (4.15%) LAMP
12 19 (3.94%) ASP.NET
13 15 (3.11%) MDX
14 14 (2.90%) Flash
14 14 (2.90%) Web Services
15 11 (2.28%) D3.js
15 11 (2.28%) XML
Miscellaneous
1 78 (16.18%) Analytical Skills
2 51 (10.58%) Computer Science
3 36 (7.47%) User Experience
4 29 (6.02%) Algorithms
4 29 (6.02%) PKI
5 28 (5.81%) Social Media
6 20 (4.15%) Credit Risk
7 18 (3.73%) Management Information System
8 16 (3.32%) iPad
9 14 (2.90%) Digital Media
10 9 (1.87%) Fintech
10 9 (1.87%) Video on Demand
11 8 (1.66%) Mobile App
12 4 (0.83%) Smart Meter
13 3 (0.62%) Blog
13 3 (0.62%) Enterprise Software
13 3 (0.62%) Internet of Things
14 2 (0.41%) Cyber Attack
14 2 (0.41%) Cyberthreat
14 2 (0.41%) Security Operations Centre
Operating Systems
1 30 (6.22%) Linux
2 20 (4.15%) Windows
3 16 (3.32%) Unix
4 10 (2.07%) Android
5 8 (1.66%) Apple iOS
6 2 (0.41%) Mac OS
6 2 (0.41%) Windows Phone
Processes & Methodologies
1 162 (33.61%) Data Analytics
2 144 (29.88%) Business Intelligence
3 111 (23.03%) Agile Software Development
4 83 (17.22%) Visualisation
5 65 (13.49%) Scrum
6 61 (12.66%) Data Analysis
7 58 (12.03%) Information Security
8 57 (11.83%) Mathematics
9 55 (11.41%) DevOps
9 55 (11.41%) Machine Learning
10 52 (10.79%) SDLC
10 52 (10.79%) Software Engineering
10 52 (10.79%) Web Analytics
11 51 (10.58%) E-Commerce
11 51 (10.58%) Statistics
12 47 (9.75%) Digital Marketing
13 46 (9.54%) SEO
14 45 (9.34%) Time Management
15 38 (7.88%) Data Modelling
16 36 (7.47%) Pay per click
Programming Languages
1 160 (33.20%) SQL
2 110 (22.82%) Python
3 94 (19.50%) JavaScript
4 72 (14.94%) Java
5 67 (13.90%) C#
6 60 (12.45%) R
7 48 (9.96%) C
8 44 (9.13%) Perl
9 39 (8.09%) Ruby
10 35 (7.26%) T-SQL
11 26 (5.39%) VBA
12 19 (3.94%) MATLAB
13 14 (2.90%) PHP
14 12 (2.49%) Scala
15 7 (1.45%) PL/SQL
16 6 (1.24%) C++
17 5 (1.04%) Clojure
18 4 (0.83%) Bash Shell
19 3 (0.62%) Haskell
19 3 (0.62%) PowerShell
Qualifications
1 101 (20.95%) Degree
2 36 (7.47%) Security Cleared
3 33 (6.85%) DV Cleared
4 28 (5.81%) PhD
5 8 (1.66%) CISM
5 8 (1.66%) CISSP
6 4 (0.83%) CCNP
6 4 (0.83%) Cisco Certification
7 2 (0.41%) JNCIP
8 1 (0.21%) ACCA
8 1 (0.21%) BC Cleared
8 1 (0.21%) CIMA
8 1 (0.21%) DBS Check
8 1 (0.21%) PMI Certification
8 1 (0.21%) PMP
8 1 (0.21%) SC Cleared
Quality Assurance & Compliance
1 26 (5.39%) QA
2 19 (3.94%) Data Quality
3 8 (1.66%) PCI DSS
4 4 (0.83%) IFRS
4 4 (0.83%) IFRS 9
5 2 (0.41%) GDPR
5 2 (0.41%) IAS 39
6 1 (0.21%) ISO 9001
6 1 (0.21%) ISO/IEC 27001
System Software
1 52 (10.79%) VMware Infrastructure
2 43 (8.92%) Hyper-V
3 10 (2.07%) Docker
Systems Management
1 5 (1.04%) Opscode Chef
1 5 (1.04%) Packer
2 3 (0.62%) SCOM
3 2 (0.41%) FortiGate
3 2 (0.41%) Nessus
3 2 (0.41%) Nexpose
3 2 (0.41%) Nmap
3 2 (0.41%) QRadar
Vendors
1 72 (14.94%) Google
2 70 (14.52%) Oracle
3 52 (10.79%) VMware
4 49 (10.17%) Tableau
5 31 (6.43%) Microsoft
6 24 (4.98%) Informatica
7 17 (3.53%) Ab Initio
8 16 (3.32%) MicroStrategy
9 12 (2.49%) SAP
10 9 (1.87%) Facebook
10 9 (1.87%) Twitter
11 6 (1.24%) Cloudera
11 6 (1.24%) Cognos
12 5 (1.04%) Aquila
12 5 (1.04%) Hortonworks
12 5 (1.04%) Hyperion
12 5 (1.04%) Red Hat
12 5 (1.04%) Teradata
13 4 (0.83%) Adobe
13 4 (0.83%) Splunk
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