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 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Analytics
Rank 65 65 105
Rank change year-on-year
0 +40
Permanent jobs citing Analytics 256 231 192
As % of all permanent IT jobs located in the North West 4.09% 3.86% 2.59%
As % of the Processes & Methodologies category 4.64% 4.41% 2.99%
Number of salaries quoted 225 166 151
Median salary £40,000 £37,500 £42,500
Median salary % change year-on-year
+6.66% -11.76%
90% offered a salary of more than £30,000 £24,000 £24,000
10% offered a salary of more than £60,000 £54,901 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
5516 5242 6422
As % of all permanent IT jobs located in the North West 88.14% 87.60% 86.57%
Number of salaries quoted 4629 4290 5515
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £29,091 £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 11 December 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 11 December 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 +11 184 £41,500 +10.66% 31
Lancashire +8 24 £33,000 +32.00% 5
Cheshire -17 24 £37,500 -6.25% 10
Merseyside -38 10 £47,500 +26.66% 2
Analytics
England

Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 11 December 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.

1 168 (32.88%) SQL
2 157 (30.72%) Big Data
3 155 (30.33%) Business Intelligence
4 139 (27.20%) Data Analytics
5 125 (24.46%) Marketing
6 113 (22.11%) Google
7 111 (21.72%) Degree
8 105 (20.55%) HTML
8 105 (20.55%) CSS
9 102 (19.96%) Python
10 95 (18.59%) Agile Software Development
11 85 (16.63%) Google Analytics
12 80 (15.66%) SAS
13 79 (15.46%) JavaScript
14 76 (14.87%) SQL Server
15 75 (14.68%) Analytical Skills
16 71 (13.89%) R
16 71 (13.89%) Finance
17 66 (12.92%) Data Analysis
18 64 (12.52%) SEO
19 63 (12.33%) E-Commerce
20 60 (11.74%) Machine Learning
21 59 (11.55%) Web Analytics
21 59 (11.55%) Visualisation
22 57 (11.15%) MySQL
23 55 (10.76%) Oracle
23 55 (10.76%) Statistics
24 53 (10.37%) Retail
25 52 (10.18%) jQuery
25 52 (10.18%) Hadoop

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 80 (15.66%) SAS
2 45 (8.81%) Apache Spark
3 35 (6.85%) WordPress
4 31 (6.07%) CMS
5 25 (4.89%) Apache Pig
6 24 (4.70%) Elasticsearch
7 16 (3.13%) Drupal
8 15 (2.94%) Joomla!
8 15 (2.94%) SharePoint
9 6 (1.17%) WebSphere
10 3 (0.59%) Apache
11 1 (0.20%) nginx
Applications
1 35 (6.85%) MS Excel
1 35 (6.85%) SPSS
2 25 (4.89%) Stata
3 12 (2.35%) MS Office
4 8 (1.57%) MS Visio
5 7 (1.37%) MS PowerPoint
6 3 (0.59%) Photoshop
6 3 (0.59%) S-PLUS
7 1 (0.20%) Adobe Illustrator
7 1 (0.20%) MS Project
7 1 (0.20%) Spreadsheet
Business Applications
1 23 (4.50%) Magento
2 15 (2.94%) OpenCart
3 13 (2.54%) Adobe Campaign
4 7 (1.37%) Oracle EBS
5 6 (1.17%) Cognos Business Intelligence
5 6 (1.17%) Cognos Controller
5 6 (1.17%) Cognos TM1
6 4 (0.78%) Payment Gateway
6 4 (0.78%) WebTrends
7 3 (0.59%) SAP Oil and Gas
8 1 (0.20%) Dynamics NAV
8 1 (0.20%) FastStats
8 1 (0.20%) SAP BPC
Cloud Services
1 85 (16.63%) Google Analytics
2 40 (7.83%) Amazon AWS
3 36 (7.05%) AdWords
4 22 (4.31%) Cloud Computing
5 15 (2.94%) Microsoft Azure
5 15 (2.94%) SaaS
6 9 (1.76%) Adobe Analytics
7 8 (1.57%) Amazon EC2
8 5 (0.98%) Google Cloud Platform
9 3 (0.59%) Amazon EMR
9 3 (0.59%) Google Tag Manager
9 3 (0.59%) PaaS
10 2 (0.39%) IaaS
10 2 (0.39%) SuccessFactors
11 1 (0.20%) Adobe Creative Cloud
11 1 (0.20%) Data Lake Analytics
11 1 (0.20%) Google Play
11 1 (0.20%) iPaaS
11 1 (0.20%) MailChimp
11 1 (0.20%) Responsys
Communications & Networking
1 10 (1.96%) Internet
2 7 (1.37%) Network Security
3 6 (1.17%) FTP
4 4 (0.78%) BGP
4 4 (0.78%) Firewall
4 4 (0.78%) LAN
4 4 (0.78%) MPLS
4 4 (0.78%) OSPF
4 4 (0.78%) WAN
5 3 (0.59%) Broadband
5 3 (0.59%) Skype
6 2 (0.39%) Cisco ASA
7 1 (0.20%) Extranet
7 1 (0.20%) HTTPS
7 1 (0.20%) Intranet
7 1 (0.20%) SMS
7 1 (0.20%) Wi-Fi
7 1 (0.20%) Wireless
Database & Business Intelligence
1 157 (30.72%) Big Data
2 76 (14.87%) SQL Server
3 57 (11.15%) MySQL
4 52 (10.18%) Hadoop
5 51 (9.98%) Relational Database
6 50 (9.78%) Data Warehouse
7 44 (8.61%) SQL Server Reporting Services
8 42 (8.22%) SQL Server Integration Services
9 41 (8.02%) Data Mining
10 39 (7.63%) MongoDB
11 37 (7.24%) NoSQL
11 37 (7.24%) RDBMS
12 34 (6.65%) QlikView
13 26 (5.09%) Power BI
14 25 (4.89%) Apache Hive
15 24 (4.70%) SQL Server Analysis Services
16 18 (3.52%) Amazon Redshift
17 17 (3.33%) Spotfire
18 13 (2.54%) DataStage
19 8 (1.57%) BusinessObjects
Development Applications
1 11 (2.15%) Git (software)
2 4 (0.78%) Jenkins
2 4 (0.78%) JIRA
2 4 (0.78%) Mercurial
2 4 (0.78%) Subversion
2 4 (0.78%) Team Foundation Server
3 3 (0.59%) PHPUnit
3 3 (0.59%) Selenium
4 2 (0.39%) TeamCity
4 2 (0.39%) Visual Studio
4 2 (0.39%) Visual Website Optimizer
5 1 (0.20%) Android Studio
5 1 (0.20%) Axure RP
5 1 (0.20%) Gradle
5 1 (0.20%) Grunt
5 1 (0.20%) Robolectric
5 1 (0.20%) Robotium
5 1 (0.20%) SoapUI
5 1 (0.20%) TestRail
5 1 (0.20%) Vagrant
General
1 125 (24.46%) Marketing
2 71 (13.89%) Finance
3 53 (10.37%) Retail
4 20 (3.91%) Banking
4 20 (3.91%) Military
5 12 (2.35%) Legal
6 11 (2.15%) Advertising
6 11 (2.15%) Games
6 11 (2.15%) Telecoms
7 9 (1.76%) Law
8 7 (1.37%) Brand Awareness
9 5 (0.98%) Retail Banking
10 3 (0.59%) Automotive
10 3 (0.59%) Electronics
10 3 (0.59%) Manufacturing
11 2 (0.39%) Investment Banking
12 1 (0.20%) Back Office
12 1 (0.20%) Corporate Banking
12 1 (0.20%) Financial Institution
12 1 (0.20%) French Language
Job Titles
1 94 (18.40%) Developer
2 88 (17.22%) Analyst
3 48 (9.39%) Data Scientist
4 30 (5.87%) Software Engineer
5 29 (5.68%) Data Analyst
6 23 (4.50%) Architect
6 23 (4.50%) Consultant
6 23 (4.50%) Designer
6 23 (4.50%) Front End Developer (Client-Side Developer)
6 23 (4.50%) JavaScript Developer
7 20 (3.91%) Junior
8 19 (3.72%) Senior Data Scientist
9 18 (3.52%) SQL Analyst
10 17 (3.33%) Graduate
11 16 (3.13%) UX Designer
12 14 (2.74%) Data Architect
12 14 (2.74%) Software Developer
13 13 (2.54%) Data Consultant
13 13 (2.54%) HTML Developer
13 13 (2.54%) Web Manager
Libraries, Frameworks & Software Standards
1 105 (20.55%) CSS
1 105 (20.55%) HTML
2 52 (10.18%) jQuery
3 38 (7.44%) HTML5
4 30 (5.87%) AngularJS
5 25 (4.89%) Node.js
6 24 (4.70%) Hibernate
6 24 (4.70%) Spring
7 23 (4.50%) Apache Camel
7 23 (4.50%) Java EE
8 22 (4.31%) .NET
8 22 (4.31%) Middleware
9 21 (4.11%) CSS3
10 19 (3.72%) ASP.NET
11 17 (3.33%) XML
12 15 (2.94%) MDX
13 14 (2.74%) Flash
13 14 (2.74%) JSON
14 13 (2.54%) RabbitMQ
14 13 (2.54%) WCF
Miscellaneous
1 75 (14.68%) Analytical Skills
2 59 (11.55%) Visualisation
3 55 (10.76%) Statistics
4 49 (9.59%) Computer Science
5 44 (8.61%) Mathematics
6 39 (7.63%) Algorithms
7 36 (7.05%) User Experience
8 30 (5.87%) Social Media
9 22 (4.31%) Credit Risk
10 21 (4.11%) Data Integration
11 15 (2.94%) Blog
11 15 (2.94%) Management Information System
11 15 (2.94%) PKI
12 14 (2.74%) Economics
12 14 (2.74%) Neural Network
13 13 (2.54%) Physics
14 10 (1.96%) iPad
15 9 (1.76%) Fintech
16 8 (1.57%) Psychology
16 8 (1.57%) Video on Demand
Operating Systems
1 15 (2.94%) Linux
2 14 (2.74%) Windows
3 10 (1.96%) Android
3 10 (1.96%) Apple iOS
4 4 (0.78%) Unix
4 4 (0.78%) Windows Phone
5 1 (0.20%) Debian
5 1 (0.20%) Ubuntu
Processes & Methodologies
1 155 (30.33%) Business Intelligence
2 139 (27.20%) Data Analytics
3 95 (18.59%) Agile Software Development
4 66 (12.92%) Data Analysis
5 64 (12.52%) SEO
6 63 (12.33%) E-Commerce
7 60 (11.74%) Machine Learning
8 59 (11.55%) Web Analytics
9 46 (9.00%) Scrum
10 44 (8.61%) Digital Marketing
10 44 (8.61%) ETL
11 42 (8.22%) Data Modelling
12 41 (8.02%) SDLC
12 41 (8.02%) Software Engineering
13 39 (7.63%) Web Development
14 37 (7.24%) Information Security
15 28 (5.48%) Data Visualisation
15 28 (5.48%) DevOps
15 28 (5.48%) Front End Development
15 28 (5.48%) Open Source
Programming Languages
1 168 (32.88%) SQL
2 102 (19.96%) Python
3 79 (15.46%) JavaScript
4 71 (13.89%) R
5 51 (9.98%) Java
6 45 (8.81%) C#
7 34 (6.65%) Perl
8 32 (6.26%) T-SQL
9 30 (5.87%) C
10 27 (5.28%) VBA
11 26 (5.09%) MATLAB
12 25 (4.89%) Ruby
13 20 (3.91%) PHP
14 11 (2.15%) C++
14 11 (2.15%) Scala
15 9 (1.76%) PL/SQL
16 8 (1.57%) Bash Shell
17 4 (0.78%) Apple Swift
17 4 (0.78%) Objective-C
17 4 (0.78%) PowerShell
Qualifications
1 111 (21.72%) Degree
2 34 (6.65%) PhD
3 23 (4.50%) Security Cleared
4 21 (4.11%) DV Cleared
5 7 (1.37%) CISM
5 7 (1.37%) CISSP
6 4 (0.78%) CCNP
6 4 (0.78%) Cisco Certification
7 3 (0.59%) PMI Certification
7 3 (0.59%) PMP
8 2 (0.39%) JNCIP
8 2 (0.39%) MBA
8 2 (0.39%) PRINCE2 Certification
9 1 (0.20%) BC Cleared
9 1 (0.20%) CISA
9 1 (0.20%) DBS Check
9 1 (0.20%) ITIL Certification
9 1 (0.20%) Oracle Certification
Quality Assurance & Compliance
1 36 (7.05%) QA
2 28 (5.48%) Data Quality
3 6 (1.17%) PCI DSS
4 2 (0.39%) IAS 39
4 2 (0.39%) ISO/IEC 27001
5 1 (0.20%) ISO 9001
5 1 (0.20%) SLA
System Software
1 25 (4.89%) VMware Infrastructure
2 23 (4.50%) Hyper-V
3 2 (0.39%) Docker
Systems Management
1 5 (0.98%) Control-M
2 3 (0.59%) SCOM
3 2 (0.39%) FortiGate
3 2 (0.39%) ServiceCenter
4 1 (0.20%) AirWatch
Vendors
1 113 (22.11%) Google
2 55 (10.76%) Oracle
3 50 (9.78%) Tableau
4 41 (8.02%) Microsoft
5 25 (4.89%) VMware
6 24 (4.70%) Ab Initio
7 23 (4.50%) Informatica
8 19 (3.72%) IBM
9 16 (3.13%) Facebook
10 15 (2.94%) Cognos
10 15 (2.94%) Twitter
11 14 (2.74%) SAP
12 13 (2.54%) MicroStrategy
12 13 (2.54%) Teradata
13 11 (2.15%) Adobe
14 6 (1.17%) ATG
14 6 (1.17%) Cloudera
14 6 (1.17%) Hortonworks
14 6 (1.17%) hybris
15 5 (0.98%) Omniture
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: Yesterday
Manchester, Lancashire
Cathcart Associates Ltd
Salary: £25000 - £35000 per annum + Flexible Working & Stock Options
Posted: 3 days ago
Manchester, Lancashire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: Yesterday
Chester, Cheshire
Parallel Consulting
Salary: £35000 - £45000 per annum + bonus + benefits
Posted: 3 days ago
Manchester, Lancashire
Oscar
Salary: £60000 per annum
Posted: 2 days ago
Manchester
Churchill Frank
Salary: £30000 - £36000 per annum + benefits package
Posted: 2 days ago
Manchester, Lancashire
Michael Page International
Salary: £30000 - £40000 per annum + benefits
Posted: 3 days ago
Warrington, Cheshire
Actis Recruitment.
Salary: From £30,000 to £35,000 per annum + bonus + bens
Posted: 5 days ago
Blackburn, Lancashire
Jagger Talent
Salary: From £18,000 to £20,000 per annum Extensive Blue-Chip Benefits
Posted: 3 days ago
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + Benefits
Posted: 2 days ago
Chester, Cheshire
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Benefits
Posted: 2 days ago
Manchester, Lancashire
Candour Solutions
Salary: Excellent + Benefits
Posted: 4 days ago
Preston, Lancashire
Jagger Talent
Salary: From £18,000 to £22,000 per annum Extensive Blue-Chip Benefits
Posted: 4 days ago
Warrington
Applause IT Ltd
Salary: £20000 - £30000 per annum + bens
Posted: 9 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 6 days ago
Manchester, Lancashire
Burns Sheehan
Salary: £20000.00 - £28000.00 per annum
Posted: 5 days ago
Manchester, Lancashire
Chassam Contract
Salary: £30,000 per annum Circa
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
Manchester, Lancashire
Oscar
Salary: £35000 - £50000 per annum + competitive Benefits
Posted: 5 days ago
Macclesfield, Cheshire
Adria Solutions Ltd
Salary: £25000 - £32000 per annum + Benefits
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 10 days ago
Preston
Searchability
Posted: 6 days ago
Burnley, Lancashire
Jagger Talent
Salary: From £17,000 to £19,000 per annum
Posted: 5 days ago
Warrington
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 23 days ago
Liverpool
Michael Page Technology
Salary: £50000 - £70000 per annum + benefits
Posted: 20 days ago
Liverpool, Merseyside
Signature Living Ltd
Salary: Competitive
Posted: 8 days ago
Manchester
Computer Futures
Salary: £50000 - £80000 per annum + Strong
Posted: 20 days ago
Altrincham, Cheshire
Applause IT Innovation
Salary: £33000 - £43000 per annum + FlexiTime,Pension
Posted: Yesterday
Manchester
Venturi
Salary: £38000 - £45000 per annum + Bonus + Benefits
Posted: 19 days ago
Manchester
Cathcart Associates
Salary: £30000 - £40000 per annum + flexible working
Posted: 17 days ago