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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Analytics
Rank 64 77 58
Rank change year-on-year
+13 -19
Permanent jobs citing Analytics 255 232 325
As % of all permanent IT jobs located in the North West 3.99% 3.47% 4.37%
As % of the Processes & Methodologies category 4.53% 3.93% 5.04%
Number of salaries quoted 225 132 200
Median salary £40,000 £37,500 £38,250
Median salary % change year-on-year
+6.66% -1.96%
90% offered a salary of more than £28,500 £23,550 £21,500
10% offered a salary of more than £63,400 £50,000 £58,000
UK excluding London median salary £47,250 £45,000 £42,500
% change year-on-year
+5.00% +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
5631 5908 6451
As % of all permanent IT jobs located in the North West 88.16% 88.32% 86.70%
Number of salaries quoted 4712 4906 5306
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £29,091 £29,000 £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 30 September 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 30 September 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 +10 177 £40,000 +6.66% 45
Cheshire +14 45 £35,000 -13.58% 10
Merseyside -35 15 £33,750 +10.65% 4
Lancashire +20 10 £45,000 +50.00% 3
Analytics
England

Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 30 September 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.

1 152 (31.80%) SQL
1 152 (31.80%) Google
2 126 (26.36%) Business Intelligence
3 114 (23.85%) Marketing
4 104 (21.76%) Google Analytics
5 103 (21.55%) Big Data
6 100 (20.92%) HTML
7 96 (20.08%) CSS
8 95 (19.87%) Agile Software Development
9 92 (19.25%) Data Analytics
10 84 (17.57%) E-Commerce
11 83 (17.36%) Degree
12 75 (15.69%) Analytical Skills
13 74 (15.48%) SQL Server
14 73 (15.27%) SEO
15 71 (14.85%) JavaScript
16 64 (13.39%) Finance
17 59 (12.34%) Retail
17 59 (12.34%) Python
18 52 (10.88%) SAS
18 52 (10.88%) Digital Marketing
19 51 (10.67%) Data Warehouse
20 50 (10.46%) ETL
21 49 (10.25%) Oracle
22 48 (10.04%) Microsoft
22 48 (10.04%) Scrum
22 48 (10.04%) R
22 48 (10.04%) Machine Learning
23 47 (9.83%) CMS
24 45 (9.41%) Web Analytics

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 52 (10.88%) SAS
2 47 (9.83%) CMS
3 41 (8.58%) WordPress
4 18 (3.77%) WebSphere
5 15 (3.14%) Apache Spark
6 14 (2.93%) Drupal
6 14 (2.93%) SharePoint
7 12 (2.51%) Joomla!
8 5 (1.05%) Elasticsearch
9 4 (0.84%) Apache Pig
10 1 (0.21%) Apache
10 1 (0.21%) nginx
Applications
1 36 (7.53%) MS Excel
2 33 (6.90%) SPSS
3 19 (3.97%) MS Office
4 14 (2.93%) MS PowerPoint
5 13 (2.72%) Stata
6 8 (1.67%) MS Visio
7 6 (1.26%) Photoshop
8 2 (0.42%) S-PLUS
Business Applications
1 35 (7.32%) Magento
2 14 (2.93%) Adobe Campaign
3 12 (2.51%) OpenCart
4 9 (1.88%) Payment Gateway
4 9 (1.88%) WebTrends
5 8 (1.67%) SAP Oil and Gas
6 7 (1.46%) Oracle EBS
7 6 (1.26%) Cognos Business Intelligence
7 6 (1.26%) Cognos Controller
7 6 (1.26%) Cognos TM1
8 1 (0.21%) Dynamics AX
8 1 (0.21%) FastStats
8 1 (0.21%) Siebel Analytics
Cloud Services
1 104 (21.76%) Google Analytics
2 37 (7.74%) AdWords
3 29 (6.07%) Amazon AWS
4 28 (5.86%) Cloud Computing
5 22 (4.60%) Adobe Analytics
6 15 (3.14%) Microsoft Azure
7 9 (1.88%) Amazon EC2
8 8 (1.67%) SaaS
9 4 (0.84%) Google Tag Manager
10 3 (0.63%) GitHub
10 3 (0.63%) Google Cloud Platform
11 1 (0.21%) Adobe Creative Cloud
11 1 (0.21%) Data Lake Analytics
11 1 (0.21%) Google Play
11 1 (0.21%) MailChimp
11 1 (0.21%) PaaS
11 1 (0.21%) Sage Pay
11 1 (0.21%) SuccessFactors
11 1 (0.21%) Trello
Communications & Networking
1 19 (3.97%) FTP
2 12 (2.51%) Internet
3 3 (0.63%) Skype
3 3 (0.63%) SMS
4 1 (0.21%) Extranet
4 1 (0.21%) HTTPS
4 1 (0.21%) Network Security
4 1 (0.21%) Unified Communications
4 1 (0.21%) Wi-Fi
4 1 (0.21%) Wireless
Database & Business Intelligence
1 103 (21.55%) Big Data
2 74 (15.48%) SQL Server
3 51 (10.67%) Data Warehouse
4 35 (7.32%) Data Mining
5 30 (6.28%) QlikView
5 30 (6.28%) Relational Database
5 30 (6.28%) SQL Server Reporting Services
6 29 (6.07%) NoSQL
7 28 (5.86%) MySQL
8 26 (5.44%) SQL Server Integration Services
9 23 (4.81%) Hadoop
10 22 (4.60%) Power BI
11 19 (3.97%) MongoDB
11 19 (3.97%) RDBMS
12 17 (3.56%) DataStage
12 17 (3.56%) SQL Server Analysis Services
13 14 (2.93%) Amazon Redshift
13 14 (2.93%) Spotfire
14 12 (2.51%) Pentaho
15 9 (1.88%) SQL Server 2008
Development Applications
1 40 (8.37%) Git (software)
2 19 (3.97%) Subversion
3 18 (3.77%) Team Foundation Server
4 16 (3.35%) JIRA
5 8 (1.67%) Appium
5 8 (1.67%) Calabash
6 6 (1.26%) Talend Open Studio
7 3 (0.63%) NUnit
7 3 (0.63%) PHPUnit
7 3 (0.63%) TeamCity
8 2 (0.42%) Axure RP
8 2 (0.42%) Mercurial
9 1 (0.21%) Atlassian Bamboo
9 1 (0.21%) Cucumber
9 1 (0.21%) IntelliJ
9 1 (0.21%) Mocha
9 1 (0.21%) Selenium
9 1 (0.21%) SoapUI
9 1 (0.21%) Visual Studio
9 1 (0.21%) VSS/SourceSafe
General
1 114 (23.85%) Marketing
2 64 (13.39%) Finance
3 59 (12.34%) Retail
4 20 (4.18%) Banking
5 16 (3.35%) Telecoms
6 13 (2.72%) Games
7 9 (1.88%) Manufacturing
8 8 (1.67%) Brand Awareness
8 8 (1.67%) Electronics
9 6 (1.26%) Advertising
10 5 (1.05%) Retail Banking
11 3 (0.63%) Automotive
11 3 (0.63%) Legal
11 3 (0.63%) Military
12 2 (0.42%) Investment Banking
12 2 (0.42%) Law
13 1 (0.21%) Back Office
13 1 (0.21%) Local Government
Job Titles
1 97 (20.29%) Developer
2 81 (16.95%) Analyst
3 32 (6.69%) Consultant
4 26 (5.44%) Graduate
5 24 (5.02%) Designer
6 23 (4.81%) Data Scientist
7 22 (4.60%) Data Analyst
8 19 (3.97%) Analytics Consultant
8 19 (3.97%) SEO Executive
9 18 (3.77%) Business Intelligence Developer
9 18 (3.77%) Junior
9 18 (3.77%) SQL Developer
10 17 (3.56%) JavaScript Developer
10 17 (3.56%) SQL Analyst
11 16 (3.35%) Architect
11 16 (3.35%) Business Intelligence Analyst
11 16 (3.35%) Front End Developer (Client-Side Developer)
12 15 (3.14%) Data Analytics Consultant
12 15 (3.14%) Data Consultant
13 14 (2.93%) HTML CSS Developer
Libraries, Frameworks & Software Standards
1 100 (20.92%) HTML
2 96 (20.08%) CSS
3 39 (8.16%) XML
4 34 (7.11%) JSON
5 28 (5.86%) .NET
6 27 (5.65%) jQuery
7 26 (5.44%) HTML5
7 26 (5.44%) WCF
8 11 (2.30%) AngularJS
8 11 (2.30%) ASP.NET
8 11 (2.30%) CSS3
9 10 (2.09%) Web Services
10 8 (1.67%) RESTful
10 8 (1.67%) SOAP
11 7 (1.46%) Flash
11 7 (1.46%) LINQ
11 7 (1.46%) MDX
11 7 (1.46%) REST
12 6 (1.26%) RabbitMQ
13 5 (1.05%) Node.js
Miscellaneous
1 75 (15.69%) Analytical Skills
2 41 (8.58%) Statistics
3 39 (8.16%) Visualisation
4 37 (7.74%) Social Media
4 37 (7.74%) User Experience
5 34 (7.11%) Algorithms
6 24 (5.02%) Computer Science
7 21 (4.39%) Management Information System
8 20 (4.18%) Mobile App
9 19 (3.97%) Data Integration
10 18 (3.77%) Blog
11 15 (3.14%) Credit Risk
12 14 (2.93%) CUDA
13 13 (2.72%) Mathematics
14 9 (1.88%) Social Network
15 8 (1.67%) Digital Media
15 8 (1.67%) Economics
15 8 (1.67%) iPad
16 7 (1.46%) Physics
17 6 (1.26%) Copywriting
Operating Systems
1 16 (3.35%) Android
2 13 (2.72%) Apple iOS
3 12 (2.51%) Linux
4 7 (1.46%) Windows
5 4 (0.84%) Windows Phone
6 2 (0.42%) Unix
7 1 (0.21%) Debian
7 1 (0.21%) Ubuntu
Processes & Methodologies
1 126 (26.36%) Business Intelligence
2 95 (19.87%) Agile Software Development
3 92 (19.25%) Data Analytics
4 84 (17.57%) E-Commerce
5 73 (15.27%) SEO
6 52 (10.88%) Digital Marketing
7 50 (10.46%) ETL
8 48 (10.04%) Machine Learning
8 48 (10.04%) Scrum
9 45 (9.41%) Web Analytics
10 42 (8.79%) Data Analysis
10 42 (8.79%) Web Development
11 38 (7.95%) Data Modelling
12 35 (7.32%) Data Management
13 33 (6.90%) Front End Development
13 33 (6.90%) Programme Management
14 27 (5.65%) Statistical Analysis
15 25 (5.23%) Business Transformation
15 25 (5.23%) Unit Testing
16 23 (4.81%) Content Management
Programming Languages
1 152 (31.80%) SQL
2 71 (14.85%) JavaScript
3 59 (12.34%) Python
4 48 (10.04%) R
5 41 (8.58%) Java
6 28 (5.86%) T-SQL
7 25 (5.23%) MATLAB
8 23 (4.81%) PL/SQL
9 20 (4.18%) C#
10 19 (3.97%) C++
10 19 (3.97%) PHP
10 19 (3.97%) VBA
11 18 (3.77%) Perl
12 12 (2.51%) Objective-C
12 12 (2.51%) Ruby
13 9 (1.88%) Bash Shell
13 9 (1.88%) C
14 5 (1.05%) Scala
15 4 (0.84%) Apple Swift
15 4 (0.84%) Data Analysis Expressions (DAX)
Qualifications
1 83 (17.36%) Degree
2 26 (5.44%) PhD
3 4 (0.84%) CIMA
4 3 (0.63%) DV Cleared
4 3 (0.63%) Security Cleared
5 2 (0.42%) MBA
5 2 (0.42%) PMI Certification
5 2 (0.42%) PMP
5 2 (0.42%) PRINCE2 Certification
6 1 (0.21%) CISA
6 1 (0.21%) CISM
6 1 (0.21%) CISSP
6 1 (0.21%) ITIL Certification
6 1 (0.21%) Oracle Certification
Quality Assurance & Compliance
1 27 (5.65%) QA
2 26 (5.44%) Data Quality
3 1 (0.21%) ISO/IEC 27001
3 1 (0.21%) SLA
System Software
1 4 (0.84%) Hyper-V
1 4 (0.84%) VMware Infrastructure
2 1 (0.21%) HDFS
Systems Management
1 14 (2.93%) ServiceCenter
2 5 (1.05%) Control-M
3 1 (0.21%) AirWatch
3 1 (0.21%) SCOM
Vendors
1 152 (31.80%) Google
2 49 (10.25%) Oracle
3 48 (10.04%) Microsoft
4 38 (7.95%) Tableau
5 35 (7.32%) IBM
6 27 (5.65%) SAP
7 26 (5.44%) Ab Initio
8 25 (5.23%) Adobe
8 25 (5.23%) Informatica
9 18 (3.77%) ATG
9 18 (3.77%) hybris
10 17 (3.56%) Facebook
10 17 (3.56%) Twitter
11 16 (3.35%) Cognos
11 16 (3.35%) Teradata
12 14 (2.93%) HP
12 14 (2.93%) MicroStrategy
13 11 (2.30%) Perforce
14 10 (2.09%) Apple
15 6 (1.26%) Netezza
Altrincham, Cheshire
Cloudscope
Salary: From £35,000 to £50,000 per annum Depending of exp
Posted: Yesterday
Ellesmere Port, Merseyside
2M Employment Solutions
Salary: £20000.00 per annum + depending on experience
Posted: 11 hours ago
Chester, Cheshire
Oscar
Salary: £35000 - £45000 per annum + benefits
Posted: Yesterday
Ellesmere Port, Merseyside
2M Employment Solutions
Salary: £18000.00 - £25000.00 per annum + DOE
Posted: 11 hours ago
Altrincham, Cheshire
Cloudscope
Salary: From £40,000 to £50,000 per annum
Posted: Yesterday
Manchester, Lancashire
Robert Walters
Salary: £40000 - £50000 per annum
Posted: Yesterday
Salford, Lancashire
Uniting Ambition
Salary: £18k - 24k per year
Posted: 2 days ago
Manchester, Lancashire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 3 days ago
Manchester, Lancashire
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 4 days ago
Manchester, Lancashire
Oscar
Salary: £30000 - £50000 per annum + competitive benefits package
Posted: 2 days ago
Manchester, Lancashire
Lorien Resourcing
Salary: £45000 - £55000 per annum + +Bonus +Benefits
Posted: 3 days ago
Altrincham, Cheshire
Digitech Resourcing Ltd
Salary: From £40,000 to £55,000 per annum Plus annual bonus and package
Posted: Yesterday
Chester, Cheshire
Jagger Talent
Salary: From £18,000 to £25,000 per annum
Posted: 3 days ago
Manchester, Lancashire
Uniting Ambition
Salary: £30k - 35k per year
Posted: 3 days ago
Liverpool, Merseyside
Searchability
Salary: £25000 - £30000 per annum + Flexible working, pension, CCV
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Preston, Lancashire
Searchability
Salary: £22000 - £28000 per annum
Posted: 2 days ago
Manchester, Lancashire
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Salary: Full Benefits package, Bonus
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Manchester, Lancashire
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Manchester, Lancashire
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Salary: Full Benefits package, Bonus
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Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
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Manchester, Lancashire
Codex
Salary: From £60,000 to £80,000 per annum
Posted: 4 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £30000 - £40000 per annum + + Benefits
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Bury, Lancashire
Applause IT Innovation
Salary: £38000 - £45000 per annum + + Bonus + Bens
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Jagger Talent
Salary: From £17,000 to £19,000 per annum
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Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
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Salford, Lancashire
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Salford, Lancashire
Raytheon Systems Ltd
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