The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Analytics
England / North West
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 54 67 83
Rank change year-on-year +13 +16  
Permanent jobs citing Analytics 349 214 209
As % of all permanent IT jobs advertised in the North West 5.17% 3.86% 3.28%
As % of the Processes & Methodologies category 5.75% 4.37% 3.65%
Number of salaries quoted 272 176 144
Median salary £45,000 £38,500 £40,000
Median salary % change year-on-year +16.88% -3.75%  
90% offered a salary of more than £27,500 £27,500 £25,000
10% offered a salary of more than £67,450 £60,000 £63,500
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year +4.44% +5.88%  

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 6066 4892 5725
As % of all permanent IT job vacancies advertised in the North West 89.80% 88.29% 89.75%
Number of salaries quoted 4907 4132 4653
Median salary £43,500 £42,500 £40,000
Median salary % change year-on-year +2.35% +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Analytics
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Analytics 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 in the North West.

Salary trend for Analytics in the North West

Analytics
Salary Histogram in the North West

The salary distribution of IT jobs citing Analytics in the North West over the 3 months to 25 June 2017.

Salary histogram for Analytics 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 25 June 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 +21 277 £48,000 +20.00% 41
Cheshire -30 41 £40,000 +14.28% 10
Lancashire +5 15 £29,500 -1.66% 6
Merseyside -3 11 £45,000 -35.71% 3
Analytics
England

For the 6 months to 25 June 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.

1 243 (43.01%) SQL
2 172 (30.44%) Agile Software Development
3 165 (29.20%) Business Intelligence
4 164 (29.03%) Data Analytics
5 141 (24.96%) Finance
6 140 (24.78%) Big Data
7 132 (23.36%) Marketing
8 120 (21.24%) Python
9 105 (18.58%) Analytical Skills
10 100 (17.70%) Hadoop
11 98 (17.35%) Java
12 95 (16.81%) SQL Server
12 95 (16.81%) SAS
13 87 (15.40%) Microsoft
14 85 (15.04%) Degree
15 84 (14.87%) CSS
15 84 (14.87%) JavaScript
16 81 (14.34%) Oracle
17 80 (14.16%) HTML
18 75 (13.27%) Google
19 73 (12.92%) Relational Database
20 71 (12.57%) DevOps
20 71 (12.57%) Apache Spark
21 69 (12.21%) Retail
22 68 (12.04%) User Experience
23 66 (11.68%) Open Source
24 64 (11.33%) E-Commerce
24 64 (11.33%) Scrum
25 63 (11.15%) C#
26 61 (10.80%) .NET

Analytics
Co-occurring 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 95 (16.81%) SAS
2 71 (12.57%) Apache Spark
3 31 (5.49%) Apache Pig
4 29 (5.13%) Apache
5 21 (3.72%) Elasticsearch
6 12 (2.12%) SharePoint
7 11 (1.95%) WebLogic
7 11 (1.95%) WebSphere
8 9 (1.59%) OpenROAD
9 8 (1.42%) CMS
9 8 (1.42%) Confluence
10 7 (1.24%) OpenStack
11 6 (1.06%) JBoss
12 5 (0.88%) WordPress
13 4 (0.71%) IIS
14 3 (0.53%) Drupal
14 3 (0.53%) Sitecore CMS
14 3 (0.53%) Sitefinity
15 2 (0.35%) SharePoint 2010
15 2 (0.35%) Tomcat
Applications
1 57 (10.09%) Microsoft Excel
2 25 (4.42%) SPSS
3 21 (3.72%) Microsoft Office
4 9 (1.59%) Microsoft PowerPoint
5 6 (1.06%) Adobe Creative Suite
6 5 (0.88%) Spreadsheet
7 4 (0.71%) Photoshop
8 3 (0.53%) Adobe Illustrator
8 3 (0.53%) InVision
8 3 (0.53%) S-PLUS
8 3 (0.53%) Stata
8 3 (0.53%) UXPin
9 2 (0.35%) AutoCAD
10 1 (0.18%) OmniGraffle
10 1 (0.18%) UserZoom
10 1 (0.18%) Weka
Business Applications
1 20 (3.54%) SAP Oil and Gas
2 11 (1.95%) Dynamics NAV
3 9 (1.59%) Adobe Campaign
4 7 (1.24%) Dynamics CRM
5 6 (1.06%) Sage 200
6 4 (0.71%) FastStats
7 3 (0.53%) Eloqua
8 2 (0.35%) Oracle 11i
8 2 (0.35%) Oracle EBS R12
8 2 (0.35%) Oracle ERP
9 1 (0.18%) Cognos TM1
9 1 (0.18%) Oracle Applications
9 1 (0.18%) SAP ERP
9 1 (0.18%) Siebel CRM
9 1 (0.18%) Unica
9 1 (0.18%) WebTrends
Cloud Services
1 61 (10.80%) Google Analytics
2 55 (9.73%) Amazon AWS
3 24 (4.25%) Microsoft Azure
4 20 (3.54%) Amazon EMR
4 20 (3.54%) Google Cloud Platform
5 18 (3.19%) AdWords
6 17 (3.01%) SaaS
7 11 (1.95%) GitHub
8 7 (1.24%) PaaS
9 6 (1.06%) Adobe Analytics
9 6 (1.06%) Cloud Computing
9 6 (1.06%) IaaS
10 4 (0.71%) Cortana Intelligence Suite
11 3 (0.53%) Adobe Creative Cloud
11 3 (0.53%) MailChimp
11 3 (0.53%) Office 365
12 2 (0.35%) Google Play
13 1 (0.18%) Amazon Kinesis
13 1 (0.18%) Azure Data Factory
13 1 (0.18%) iPaaS
Communications & Networking
1 12 (2.12%) HTTP
2 9 (1.59%) Firewall
3 7 (1.24%) SAN
4 6 (1.06%) Internet
5 5 (0.88%) LAN
5 5 (0.88%) WAN
6 4 (0.71%) Intranet
7 3 (0.53%) Network Security
7 3 (0.53%) VoIP
7 3 (0.53%) VPN
8 2 (0.35%) BGP
8 2 (0.35%) FTP
8 2 (0.35%) IMAP
8 2 (0.35%) MPLS
8 2 (0.35%) OSPF
8 2 (0.35%) SMTP
8 2 (0.35%) SS7
8 2 (0.35%) TCP/IP
8 2 (0.35%) Wireless
9 1 (0.18%) SMS
Database & Business Intelligence
1 140 (24.78%) Big Data
2 100 (17.70%) Hadoop
3 95 (16.81%) SQL Server
4 73 (12.92%) Relational Database
5 60 (10.62%) Data Warehouse
6 55 (9.73%) SQL Server Integration Services
6 55 (9.73%) SQL Server Reporting Services
7 50 (8.85%) Apache Hive
8 45 (7.96%) MongoDB
9 38 (6.73%) MySQL
10 32 (5.66%) RDBMS
11 31 (5.49%) QlikView
12 30 (5.31%) NoSQL
13 29 (5.13%) Data Mining
14 27 (4.78%) SAS Visual Analytics
15 25 (4.42%) SQL Server Analysis Services
16 23 (4.07%) Base SAS
16 23 (4.07%) SAS Enterprise Guide
17 22 (3.89%) Power BI
17 22 (3.89%) SAS Data Integration Studio
Development Applications
1 35 (6.19%) Git (software)
2 22 (3.89%) ProC
3 21 (3.72%) Jenkins
4 16 (2.83%) Maven
5 13 (2.30%) Bitbucket
5 13 (2.30%) JIRA
6 11 (1.95%) git-flow
7 9 (1.59%) Subversion
8 8 (1.42%) Eclipse
9 7 (1.24%) Sonatype Nexus
9 7 (1.24%) Talend Open Studio
9 7 (1.24%) Vagrant
10 6 (1.06%) Selenium
11 5 (0.88%) Team Foundation Server
12 4 (0.71%) Axure RP
12 4 (0.71%) GitLab
12 4 (0.71%) JUnit
12 4 (0.71%) webpack
13 2 (0.35%) Android Studio
13 2 (0.35%) Gradle
General
1 141 (24.96%) Finance
2 132 (23.36%) Marketing
3 69 (12.21%) Retail
4 42 (7.43%) Banking
5 23 (4.07%) Telecoms
6 21 (3.72%) Manufacturing
7 20 (3.54%) Electronics
8 17 (3.01%) Advertising
9 13 (2.30%) Legal
10 12 (2.12%) Games
11 11 (1.95%) Back Office
11 11 (1.95%) Military
12 10 (1.77%) Law
13 7 (1.24%) Investment Banking
14 2 (0.35%) Corporate Banking
14 2 (0.35%) Financial Institution
14 2 (0.35%) Pharmaceutical
15 1 (0.18%) Automotive
15 1 (0.18%) Local Government
15 1 (0.18%) Multimedia
Job Titles
1 139 (24.60%) Developer
2 117 (20.71%) Analyst
3 45 (7.96%) Consultant
4 41 (7.26%) Java Developer
5 37 (6.55%) Software Engineer
6 36 (6.37%) Software Developer
7 35 (6.19%) Data Scientist
8 27 (4.78%) SQL Analyst
9 26 (4.60%) Business Intelligence Developer
9 26 (4.60%) Data Analyst
9 26 (4.60%) Lead Developer
10 24 (4.25%) Business Intelligence Analyst
10 24 (4.25%) Java Software Developer
11 23 (4.07%) SAS Consultant
11 23 (4.07%) Senior Developer
12 22 (3.89%) Junior
13 21 (3.72%) Architect
13 21 (3.72%) Insight Analyst
14 20 (3.54%) Junior Developer
14 20 (3.54%) SQL Developer
Libraries, Frameworks & Software Standards
1 84 (14.87%) CSS
2 80 (14.16%) HTML
3 61 (10.80%) .NET
4 48 (8.50%) HTML5
5 44 (7.79%) Web Services
6 43 (7.61%) CSS3
7 38 (6.73%) jQuery
8 35 (6.19%) ASP.NET
9 33 (5.84%) AngularJS
10 30 (5.31%) Node.js
10 30 (5.31%) RESTful
10 30 (5.31%) Spring
11 22 (3.89%) JSON
11 22 (3.89%) REST
12 21 (3.72%) Hibernate
12 21 (3.72%) XML
13 20 (3.54%) Apache Camel
13 20 (3.54%) Middleware
14 19 (3.36%) Java EE
14 19 (3.36%) LAMP
Miscellaneous
1 105 (18.58%) Analytical Skills
2 68 (12.04%) User Experience
3 41 (7.26%) Management Information System
4 34 (6.02%) Computer Science
5 27 (4.78%) iPad
6 26 (4.60%) Data Structures
6 26 (4.60%) Social Media
7 25 (4.42%) Mobile App
8 19 (3.36%) Algorithms
9 18 (3.19%) PKI
10 13 (2.30%) Digital Media
11 11 (1.95%) Data Centre
11 11 (1.95%) Public Cloud
12 6 (1.06%) Online Banking
13 5 (0.88%) Blog
13 5 (0.88%) Credit Risk
14 4 (0.71%) FMCG
15 3 (0.53%) Animation
15 3 (0.53%) NHS
15 3 (0.53%) W3C
Operating Systems
1 57 (10.09%) Linux
2 35 (6.19%) Unix
3 22 (3.89%) Windows
4 20 (3.54%) Android
5 8 (1.42%) CentOS
6 7 (1.24%) Red Hat Enterprise Linux
7 5 (0.88%) Apple iOS
8 2 (0.35%) AIX
8 2 (0.35%) Mac OS
9 1 (0.18%) HPUX
9 1 (0.18%) Windows Server
9 1 (0.18%) Windows Server 2008
9 1 (0.18%) Windows Server 2012
Processes & Methodologies
1 172 (30.44%) Agile Software Development
2 165 (29.20%) Business Intelligence
3 164 (29.03%) Data Analytics
4 71 (12.57%) DevOps
5 66 (11.68%) Open Source
6 64 (11.33%) E-Commerce
6 64 (11.33%) Scrum
7 61 (10.80%) Software Engineering
8 60 (10.62%) Continuous Integration
8 60 (10.62%) Machine Learning
9 55 (9.73%) Visualisation
10 54 (9.56%) Digital Marketing
11 53 (9.38%) Stakeholder Management
12 51 (9.03%) Mathematics
13 50 (8.85%) Data Analysis
14 49 (8.67%) ETL
15 44 (7.79%) OO
16 41 (7.26%) Data Modelling
16 41 (7.26%) TDD
17 40 (7.08%) Test Automation
Programming Languages
1 243 (43.01%) SQL
2 120 (21.24%) Python
3 98 (17.35%) Java
4 84 (14.87%) JavaScript
5 63 (11.15%) C#
6 54 (9.56%) R
7 35 (6.19%) Scala
8 31 (5.49%) T-SQL
9 28 (4.96%) C++
10 27 (4.78%) Perl
11 25 (4.42%) C
12 24 (4.25%) Ruby
13 22 (3.89%) Clojure
13 22 (3.89%) PROC SQL
13 22 (3.89%) SAS Macro
14 20 (3.54%) Haskell
14 20 (3.54%) MATLAB
14 20 (3.54%) Shell Script
15 19 (3.36%) PHP
16 16 (2.83%) VBA
Qualifications
1 85 (15.04%) Degree
2 20 (3.54%) PhD
3 19 (3.36%) Numerate Degree
4 17 (3.01%) Computer Science Degree
4 17 (3.01%) Security Cleared
5 13 (2.30%) DV Cleared
6 3 (0.53%) CISA
7 2 (0.35%) ACCA
7 2 (0.35%) CCNP
7 2 (0.35%) Cisco Certification
7 2 (0.35%) CISM
7 2 (0.35%) HND
7 2 (0.35%) ISO 27001 Lead Auditor
7 2 (0.35%) JNCIP
7 2 (0.35%) Microsoft Certification
8 1 (0.18%) APMG
8 1 (0.18%) Master's Degree
8 1 (0.18%) MCSE
8 1 (0.18%) PMP
8 1 (0.18%) SAS Certification
Quality Assurance & Compliance
1 20 (3.54%) QA
2 12 (2.12%) Data Quality
3 4 (0.71%) GDPR
3 4 (0.71%) ISO/IEC 27001
3 4 (0.71%) Sarbanes-Oxley
3 4 (0.71%) SLA
4 3 (0.53%) HIPAA
4 3 (0.53%) PCI DSS
5 2 (0.35%) ISO/IEC 20000
5 2 (0.35%) ISO/IEC 27005
5 2 (0.35%) PMO
6 1 (0.18%) Actionable Recommendations
6 1 (0.18%) PMBOK
System Software
1 29 (5.13%) VMware Infrastructure
2 21 (3.72%) Hyper-V
3 19 (3.36%) Docker
4 5 (0.88%) Active Directory
4 5 (0.88%) HDFS
5 1 (0.18%) Apache Flume
5 1 (0.18%) Oracle RAC
Systems Management
1 27 (4.78%) Opscode Chef
2 23 (4.07%) Puppet
3 15 (2.65%) Ansible
4 5 (0.88%) Packer
5 2 (0.35%) Nessus
5 2 (0.35%) Nexpose
5 2 (0.35%) Nmap
5 2 (0.35%) QRadar
Vendors
1 87 (15.40%) Microsoft
2 81 (14.34%) Oracle
3 75 (13.27%) Google
4 41 (7.26%) Tableau
5 36 (6.37%) VMware
6 32 (5.66%) SAP
7 16 (2.83%) Informatica
8 15 (2.65%) Red Hat
9 10 (1.77%) Adobe
9 10 (1.77%) Cloudera
9 10 (1.77%) MicroStrategy
10 9 (1.59%) Ab Initio
10 9 (1.59%) Actian
10 9 (1.59%) Alteryx
10 9 (1.59%) Cisco
11 8 (1.42%) Cognos
11 8 (1.42%) Teradata
12 7 (1.24%) Facebook
12 7 (1.24%) Twitter
12 7 (1.24%) Verint
Manchester, Lancashire
Peninsula
Salary: £30k - 40k per year + Benefits
Posted: 3 days ago
Knutsford, Cheshire
Cognizant
Salary: Unspecified Competitve
Posted: Yesterday
Warrington, Cheshire
Evolution Recruitment Solutions
Salary: 35,000 - 45,000
Posted: 4 days ago
Manchester, Lancashire
IT Lab
Salary: Excellent Benefits + More
Posted: 3 days ago
Chorley, Lancashire
Verticality Ltd
Salary: Salary £30-35k DOE + extensive benefits
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 4 days ago
Manchester, Lancashire
Mortimer Spinks
Salary: £35000 - £50000 per annum + Bonus and benefits
Posted: 5 days ago
Manchester, Lancashire
IT Lab
Salary: Excellent Benefits + More
Posted: 3 days ago
Manchester, Lancashire
Informatiq Consulting
Salary: £30000 - £60000 per annum + 30 days holiday and flexible bens
Posted: 2 days ago
Manchester, Lancashire
Burns Sheehan
Salary: £50000 per annum
Posted: 5 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £45000 per annum + Benefits
Posted: 5 days ago
Manchester, Lancashire
Lorien Resourcing
Salary: £60000 - £72000 per annum
Posted: 4 days ago
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
onezeero.
Salary: £70000 per annum
Posted: 5 days ago
Manchester, Lancashire
Oscar
Salary: £25000 - £35000 per annum + Additional Benefits!
Posted: 2 days ago
Manchester, Lancashire
WestPoint Recruitment
Salary: £30000.00 - £35000.00 per annum
Posted: 2 days ago
Manchester, Lancashire
FT Select
Salary: From £25,000 to £35,000 per annum plus benefits
Posted: 5 days ago
Burnley, Lancashire
Jagger Talent
Salary: From £22,000 to £26,000 per annum Dep' on experience
Posted: 4 days ago
Knutsford, Cheshire
Barclays
Posted: 3 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £15500.00 per annum + Benefits
Posted: 5 days ago
Colne, Lancashire
Send
Salary: From £30,000 to £40,000 per annum + great benefits
Posted: 2 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 45,000 - 60,000 + Bens
Posted: 5 days ago
Manchester, Lancashire
People Source Consulting
Salary: £35000 - £42000 per annum + bonus + benefits
Posted: 4 days ago
Manchester, Lancashire
Oscar
Salary: £20000 - £25000 per annum + Additional Benefits!
Posted: 2 days ago
Manchester, Lancashire
ReThink Recruitment
Posted: 5 days ago
Manchester, Lancashire
Hitachi Consulting UK
Salary: £90,000 per annum
Posted: 2 days ago
Knutsford, Cheshire
Barclays
Posted: 3 days ago
Manchester, Lancashire
Harvey Nash plc
Posted: 5 days ago
Manchester, Lancashire
IT Lab
Posted: 4 days ago
Alderley Edge, Cheshire
Reed Business Information Ltd
Salary: From £30,000 to £40,000 per annum £30k - £40k + 29 days holiday + bene
Posted: 11 days ago