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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Analytics
England / North West
Rank 65 69 119
Rank change year-on-year
+4 +50
Permanent jobs citing Analytics 253 200 154
As % of all permanent IT jobs located in the North West 4.26% 3.60% 2.30%
As % of the Processes & Methodologies category 4.79% 4.12% 2.66%
Number of salaries quoted 223 163 107
Median salary £40,000 £40,000 £42,500
Median salary % change year-on-year
- -5.88%
90% offered a salary of more than £30,000 £25,000 £24,000
10% offered a salary of more than £60,000 £60,000 £67,500
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%

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
5280 4855 5790
As % of all permanent IT jobs located in the North West 88.84% 87.41% 86.35%
Number of salaries quoted 4431 4038 4955
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £28,425 £28,500 £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 18 January 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 18 January 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 +7 173 £40,000 -5.88% 40
Lancashire +12 29 £30,000 - 4
Cheshire -6 24 £37,500 -6.25% 10
Merseyside -25 10 £33,000 +10.00% 3
Analytics
England

Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 18 January 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.

1 166 (33.81%) Big Data
2 158 (32.18%) SQL
3 157 (31.98%) Data Analytics
4 152 (30.96%) Business Intelligence
5 117 (23.83%) Python
6 115 (23.42%) Marketing
7 110 (22.40%) CSS
8 108 (22.00%) Degree
9 107 (21.79%) HTML
10 104 (21.18%) Agile Software Development
11 91 (18.53%) JavaScript
12 87 (17.72%) SAS
13 83 (16.90%) Google
14 78 (15.89%) SQL Server
15 70 (14.26%) Oracle
16 69 (14.05%) MySQL
16 69 (14.05%) Visualisation
16 69 (14.05%) Analytical Skills
17 68 (13.85%) Hadoop
17 68 (13.85%) R
18 67 (13.65%) Java
18 67 (13.65%) Relational Database
19 66 (13.44%) Data Analysis
19 66 (13.44%) jQuery
20 65 (13.24%) Machine Learning
21 59 (12.02%) Apache Spark
21 59 (12.02%) Web Analytics
21 59 (12.02%) C#
22 58 (11.81%) Google Analytics
23 57 (11.61%) Finance

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 87 (17.72%) SAS
2 59 (12.02%) Apache Spark
3 38 (7.74%) Apache Pig
4 35 (7.13%) Elasticsearch
5 27 (5.50%) WordPress
6 22 (4.48%) CMS
7 17 (3.46%) Drupal
8 16 (3.26%) Joomla!
9 7 (1.43%) WebSphere
10 6 (1.22%) SharePoint
11 4 (0.81%) Apache
12 3 (0.61%) JBoss
12 3 (0.61%) WebLogic
13 1 (0.20%) IIS
13 1 (0.20%) nginx
13 1 (0.20%) Sitefinity
Applications
1 35 (7.13%) MS Excel
2 32 (6.52%) SPSS
3 25 (5.09%) Stata
4 20 (4.07%) MS Office
5 8 (1.63%) MS PowerPoint
6 4 (0.81%) MS Visio
6 4 (0.81%) S-PLUS
7 3 (0.61%) Photoshop
8 2 (0.41%) Adobe Illustrator
8 2 (0.41%) MS Project
9 1 (0.20%) Adobe Creative Suite
9 1 (0.20%) Spreadsheet
Business Applications
1 20 (4.07%) Magento
2 16 (3.26%) Adobe Campaign
3 15 (3.05%) OpenCart
4 3 (0.61%) Oracle 11i
4 3 (0.61%) Oracle EBS
4 3 (0.61%) Oracle EBS R12
4 3 (0.61%) Oracle ERP
4 3 (0.61%) SAP Oil and Gas
5 2 (0.41%) Cognos Business Intelligence
5 2 (0.41%) Cognos Controller
5 2 (0.41%) Cognos TM1
5 2 (0.41%) Dynamics NAV
5 2 (0.41%) Payment Gateway
6 1 (0.20%) FastStats
6 1 (0.20%) SAP BPC
Cloud Services
1 58 (11.81%) Google Analytics
2 41 (8.35%) Amazon AWS
3 31 (6.31%) AdWords
4 17 (3.46%) Cloud Computing
4 17 (3.46%) Microsoft Azure
5 16 (3.26%) SaaS
6 7 (1.43%) Amazon EC2
7 5 (1.02%) Adobe Analytics
7 5 (1.02%) Google Cloud Platform
7 5 (1.02%) PaaS
8 4 (0.81%) IaaS
9 3 (0.61%) Amazon EMR
9 3 (0.61%) Google Tag Manager
9 3 (0.61%) iPaaS
10 2 (0.41%) MailChimp
10 2 (0.41%) 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%) Responsys
Communications & Networking
1 8 (1.63%) Network Security
2 7 (1.43%) Firewall
3 6 (1.22%) Internet
4 4 (0.81%) BGP
4 4 (0.81%) FTP
4 4 (0.81%) LAN
4 4 (0.81%) MPLS
4 4 (0.81%) OSPF
4 4 (0.81%) WAN
5 3 (0.61%) Broadband
6 2 (0.41%) Cisco ASA
7 1 (0.20%) Intranet
7 1 (0.20%) Skype
Database & Business Intelligence
1 166 (33.81%) Big Data
2 78 (15.89%) SQL Server
3 69 (14.05%) MySQL
4 68 (13.85%) Hadoop
5 67 (13.65%) Relational Database
6 52 (10.59%) MongoDB
7 49 (9.98%) RDBMS
8 48 (9.78%) SQL Server Reporting Services
9 46 (9.37%) SQL Server Integration Services
10 44 (8.96%) Data Mining
10 44 (8.96%) Data Warehouse
11 39 (7.94%) Apache Hive
12 38 (7.74%) NoSQL
13 35 (7.13%) QlikView
14 29 (5.91%) Power BI
15 23 (4.68%) SQL Server Analysis Services
16 20 (4.07%) Spotfire
17 17 (3.46%) Amazon Redshift
18 16 (3.26%) DataStage
19 10 (2.04%) BusinessObjects
Development Applications
1 11 (2.24%) Jenkins
2 8 (1.63%) Git (software)
3 7 (1.43%) Selenium
4 4 (0.81%) Mercurial
5 3 (0.61%) Bitbucket
5 3 (0.61%) Mocha
5 3 (0.61%) PHPUnit
5 3 (0.61%) webpack
6 2 (0.41%) JIRA
6 2 (0.41%) Visual Website Optimizer
7 1 (0.20%) Android Studio
7 1 (0.20%) Atlassian Bamboo
7 1 (0.20%) Grunt
7 1 (0.20%) JUnit
7 1 (0.20%) Robolectric
7 1 (0.20%) Robotium
7 1 (0.20%) TeamCity
7 1 (0.20%) TestRail
7 1 (0.20%) Vagrant
7 1 (0.20%) Visual Studio
General
1 115 (23.42%) Marketing
2 57 (11.61%) Finance
3 53 (10.79%) Retail
4 28 (5.70%) Military
5 18 (3.67%) Advertising
6 17 (3.46%) Banking
7 12 (2.44%) Law
8 11 (2.24%) Telecoms
9 10 (2.04%) Legal
10 9 (1.83%) Games
11 6 (1.22%) Brand Awareness
12 3 (0.61%) Electronics
12 3 (0.61%) French Language
12 3 (0.61%) Manufacturing
13 2 (0.41%) Corporate Banking
13 2 (0.41%) Financial Institution
13 2 (0.41%) Retail Banking
14 1 (0.20%) Back Office
14 1 (0.20%) Multimedia
14 1 (0.20%) Pharmaceutical
Job Titles
1 96 (19.55%) Developer
2 94 (19.14%) Analyst
3 53 (10.79%) Data Scientist
4 34 (6.92%) Software Engineer
5 31 (6.31%) Data Analyst
6 26 (5.30%) Architect
7 25 (5.09%) Consultant
8 24 (4.89%) JavaScript Developer
9 23 (4.68%) Front End Developer (Client-Side Developer)
10 21 (4.28%) Junior
10 21 (4.28%) SQL Analyst
11 20 (4.07%) Senior Data Scientist
11 20 (4.07%) Software Developer
12 18 (3.67%) Designer
13 17 (3.46%) Business Intelligence Analyst
14 16 (3.26%) Java Developer
15 14 (2.85%) Analytics Consultant
15 14 (2.85%) Data Analytics Consultant
15 14 (2.85%) Data Architect
15 14 (2.85%) Data Consultant
Libraries, Frameworks & Software Standards
1 110 (22.40%) CSS
2 107 (21.79%) HTML
3 66 (13.44%) jQuery
4 50 (10.18%) HTML5
5 44 (8.96%) AngularJS
6 38 (7.74%) Node.js
7 36 (7.33%) Hibernate
7 36 (7.33%) Spring
8 35 (7.13%) Apache Camel
8 35 (7.13%) CSS3
8 35 (7.13%) Java EE
9 34 (6.92%) Middleware
10 24 (4.89%) .NET
11 19 (3.87%) ASP.NET
12 17 (3.46%) LAMP
13 16 (3.26%) Web Services
14 15 (3.05%) MDX
15 14 (2.85%) Flash
15 14 (2.85%) XML
16 12 (2.44%) RabbitMQ
Miscellaneous
1 69 (14.05%) Analytical Skills
1 69 (14.05%) Visualisation
2 56 (11.41%) Computer Science
2 56 (11.41%) Statistics
3 48 (9.78%) Mathematics
4 39 (7.94%) Algorithms
5 33 (6.72%) User Experience
6 25 (5.09%) Credit Risk
6 25 (5.09%) Social Media
7 23 (4.68%) PKI
8 22 (4.48%) Data Integration
9 18 (3.67%) Neural Network
10 15 (3.05%) Economics
11 14 (2.85%) Physics
12 12 (2.44%) Digital Media
12 12 (2.44%) iPad
13 10 (2.04%) Management Information System
14 9 (1.83%) Fintech
14 9 (1.83%) Mobile App
14 9 (1.83%) Video on Demand
Operating Systems
1 23 (4.68%) Linux
2 17 (3.46%) Windows
3 10 (2.04%) Android
3 10 (2.04%) Apple iOS
4 9 (1.83%) Unix
5 4 (0.81%) Windows Phone
6 1 (0.20%) Mac OS
Processes & Methodologies
1 157 (31.98%) Data Analytics
2 152 (30.96%) Business Intelligence
3 104 (21.18%) Agile Software Development
4 66 (13.44%) Data Analysis
5 65 (13.24%) Machine Learning
6 59 (12.02%) Web Analytics
7 56 (11.41%) Scrum
8 53 (10.79%) SEO
9 50 (10.18%) E-Commerce
10 49 (9.98%) Information Security
10 49 (9.98%) Software Engineering
11 47 (9.57%) Digital Marketing
11 47 (9.57%) SDLC
12 45 (9.16%) DevOps
13 42 (8.55%) Data Modelling
14 37 (7.54%) ETL
14 37 (7.54%) Time Management
15 33 (6.72%) Web Development
16 30 (6.11%) Open Source
17 27 (5.50%) Front End Development
Programming Languages
1 158 (32.18%) SQL
2 117 (23.83%) Python
3 91 (18.53%) JavaScript
4 68 (13.85%) R
5 67 (13.65%) Java
6 59 (12.02%) C#
7 42 (8.55%) Perl
8 40 (8.15%) C
9 34 (6.92%) Ruby
10 32 (6.52%) T-SQL
11 29 (5.91%) VBA
12 26 (5.30%) MATLAB
13 19 (3.87%) PHP
14 13 (2.65%) Scala
15 8 (1.63%) C++
16 7 (1.43%) Bash Shell
17 6 (1.22%) PL/SQL
18 4 (0.81%) Apple Swift
18 4 (0.81%) Clojure
18 4 (0.81%) Objective-C
Qualifications
1 108 (22.00%) Degree
2 36 (7.33%) PhD
3 32 (6.52%) Security Cleared
4 29 (5.91%) DV Cleared
5 9 (1.83%) CISM
5 9 (1.83%) CISSP
6 4 (0.81%) CCNP
6 4 (0.81%) Cisco Certification
7 2 (0.41%) JNCIP
7 2 (0.41%) MBA
8 1 (0.20%) BC Cleared
8 1 (0.20%) CISA
8 1 (0.20%) DBS Check
8 1 (0.20%) PMI Certification
8 1 (0.20%) PMP
8 1 (0.20%) SC Cleared
Quality Assurance & Compliance
1 26 (5.30%) QA
2 23 (4.68%) Data Quality
3 8 (1.63%) PCI DSS
4 2 (0.41%) IAS 39
4 2 (0.41%) ISO/IEC 27001
5 1 (0.20%) ISO 9001
5 1 (0.20%) SLA
System Software
1 42 (8.55%) VMware Infrastructure
2 35 (7.13%) Hyper-V
3 7 (1.43%) Docker
Systems Management
1 3 (0.61%) Opscode Chef
1 3 (0.61%) Packer
1 3 (0.61%) SCOM
2 2 (0.41%) Control-M
2 2 (0.41%) FortiGate
Vendors
1 83 (16.90%) Google
2 70 (14.26%) Oracle
3 43 (8.76%) Tableau
4 42 (8.55%) VMware
5 36 (7.33%) Microsoft
6 25 (5.09%) Informatica
7 22 (4.48%) Ab Initio
8 16 (3.26%) MicroStrategy
9 12 (2.44%) Facebook
9 12 (2.44%) Twitter
10 11 (2.24%) SAP
10 11 (2.24%) Teradata
11 8 (1.63%) Adobe
12 6 (1.22%) Cloudera
12 6 (1.22%) Hortonworks
12 6 (1.22%) IBM
13 5 (1.02%) Hyperion
14 4 (0.81%) ATG
14 4 (0.81%) Cognos
14 4 (0.81%) JDA
Greater Manchester
ANSON MCCADE
Salary: £60,000 - £80,000k base, bonus & a fantastic range of additional benef
Posted: 1 hour ago
Manchester, Lancashire
Oscar
Salary: £30000 - £50000 per annum + competitive benefits
Posted: 2 hours ago
Manchester, Lancashire
Parallel Consulting
Salary: £65000 - £81000 per annum + Generous benefits package
Posted: Yesterday
Knutsford, Cheshire
Oliver James Associates
Salary: £28000 - £33000 per annum
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 18 hours ago
Preston, Lancashire
Crunchposter
Salary: Market related
Posted: 23 hours ago
Manchester, Lancashire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: 12 hours ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 18 hours ago
Manchester, Lancashire
Candour Solutions
Salary: Excellent + Benefits
Posted: 2 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £68,000 - £110,000 + extensive benefits package
Posted: Yesterday
Manchester, Lancashire
ReThink Recruitment
Posted: Yesterday
Rochdale, Lancashire
Zen Internet Ltd
Salary: Up to £34,000 per annum depending on experience + benefits
Posted: Yesterday
Chester, Cheshire
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Benefits
Posted: Yesterday
North West
Parallel Consulting
Salary: £30000 - £45000 per annum
Posted: 6 days ago
Bolton, Lancashire
Adria Solutions Ltd
Salary: £20000 - £30000 per annum
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £60,000 - £80,000k base, bonus & a fantastic range of additional benef
Posted: 6 days ago
North West
Parallel Consulting
Salary: £50000 - £60000 per annum
Posted: 6 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £80,000-£100,000
Posted: 4 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 5 days ago
Manchester, Lancashire
Parallel Consulting
Salary: £50000 - £71000 per annum + Generous bonus and benefits package
Posted: 6 days ago
Manchester, Lancashire
Burns Sheehan
Salary: £22000.00 - £28000.00 per annum
Posted: 5 days ago
Manchester, Lancashire
Burns Sheehan
Salary: £20000.00 - £28000.00 per annum
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive Base Salary with pension, bonus and other
Posted: 6 days ago
Chester, Cheshire
Jagger Talent
Salary: From £24,000 to £35,000 per annum Strong modern benefits package
Posted: 5 days ago
Blackburn, Lancashire
Jagger Talent
Salary: From £19,000 to £23,000 per annum Extensive Blue-Chip Benefits
Posted: 5 days ago
Salford, Lancashire
Experis Ltd
Salary: £35114.00 - £40380.00 per annum
Posted: 2 days ago
Altrincham, Cheshire
Owen Daniels Consultancy
Salary: Up to £70,000 per annum
Posted: 6 days ago
Manchester, Lancashire
IT Lab
Salary: dependent on experience
Posted: 6 days ago