The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 150 114 137
Rank change year-on-year
-36 +23
Permanent jobs citing Data Analysis 86 146 123
As % of all permanent IT jobs located in the North West 1.57% 2.40% 1.81%
As % of the Processes & Methodologies category 1.83% 2.71% 2.11%
Number of salaries quoted 75 117 103
Median salary £37,500 £35,000 £32,500
Median salary % change year-on-year
+7.14% +7.69%
90% offered a salary of more than £26,200 £27,500 £25,000
10% offered a salary of more than £47,800 £45,000 £42,500
UK excluding London median salary £40,500 £37,500 £38,500
% change year-on-year
+8.00% -2.59%
Data Analysis
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
4700 5383 5816
As % of all permanent IT jobs located in the North West 85.95% 88.32% 85.49%
Number of salaries quoted 3975 4287 4680
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £60,000 £55,500 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in the North West

Data Analysis
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis across the North West region.

Data Analysis Salary Trend in the North West

Data Analysis
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Analysis across the North West region over the 3 months to 26 May 2016.

Data Analysis Salary Histogram in the North West

Data Analysis
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 Data Analysis within the North West region over the 3 months to 26 May 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 -32 64 £37,500 - 13
Merseyside +16 12 £30,000 -11.11% 4
Cheshire +7 9 £35,000 +27.27% 1
Lancashire -3 1 £22,500 -32.33% 1
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 26 May 2016, IT jobs citing Data Analysis 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 Data Analysis.

1 110 (52.63%) Finance
2 93 (44.50%) SQL
3 81 (38.76%) Analytical Skills
4 60 (28.71%) SQL Server
5 57 (27.27%) Microsoft
6 53 (25.36%) MS Excel
7 50 (23.92%) Degree
8 47 (22.49%) Business Intelligence
9 39 (18.66%) Change Management
10 36 (17.22%) SQL Server 2008
11 35 (16.75%) Business Analysis
12 34 (16.27%) MS Office
13 30 (14.35%) CRM
14 29 (13.88%) Marketing
15 28 (13.40%) SQL Server Reporting Services
16 27 (12.92%) Banking
17 26 (12.44%) Management Information System
18 25 (11.96%) ITIL
18 25 (11.96%) SLA
18 25 (11.96%) User Acceptance Testing
19 23 (11.00%) Mathematics
20 22 (10.53%) Time Management
20 22 (10.53%) PRINCE2
21 21 (10.05%) Reuters
21 21 (10.05%) Bloomberg
21 21 (10.05%) Telecoms
21 21 (10.05%) Credit Risk
21 21 (10.05%) Wealth Management
21 21 (10.05%) SWIFT
22 20 (9.57%) SQL Server 2012

Data Analysis
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 18 (8.61%) BizTalk Server
1 18 (8.61%) SharePoint
2 5 (2.39%) SAS
3 1 (0.48%) Skype for Business
3 1 (0.48%) WebSphere
Applications
1 53 (25.36%) MS Excel
2 34 (16.27%) MS Office
3 6 (2.87%) MS PowerPoint
4 3 (1.44%) MS Visio
5 2 (0.96%) SPSS
6 1 (0.48%) MS Project
Business Applications
1 7 (3.35%) Dynamics CRM
2 5 (2.39%) Salesforce.com CRM
3 4 (1.91%) Infor M3
3 4 (1.91%) Movex
4 3 (1.44%) Oracle Applications
4 3 (1.44%) SAP Oil and Gas
5 2 (0.96%) Oracle ERP
6 1 (0.48%) Dynamics AX
6 1 (0.48%) FastStats
6 1 (0.48%) SAP CRM
Cloud Services
1 3 (1.44%) Amazon AWS
2 2 (0.96%) AdWords
2 2 (0.96%) Google Analytics
2 2 (0.96%) Microsoft Azure
2 2 (0.96%) SaaS
3 1 (0.48%) SmartFocus
Communications & Networking
1 12 (5.74%) SMS
2 4 (1.91%) Broadband
3 1 (0.48%) DHCP
3 1 (0.48%) DNS
3 1 (0.48%) Firewall
3 1 (0.48%) Internet
3 1 (0.48%) Junos
3 1 (0.48%) MPLS
3 1 (0.48%) Network Security
3 1 (0.48%) TCP/IP
3 1 (0.48%) VLAN
Database & Business Intelligence
1 60 (28.71%) SQL Server
2 36 (17.22%) SQL Server 2008
3 28 (13.40%) SQL Server Reporting Services
4 20 (9.57%) Data Warehouse
4 20 (9.57%) SQL Server 2012
5 14 (6.70%) BusinessObjects
5 14 (6.70%) Crystal Reports
5 14 (6.70%) Data Mining
5 14 (6.70%) QlikView
6 13 (6.22%) Qlik Sense
6 13 (6.22%) SQL Server Integration Services
7 11 (5.26%) Big Data
8 9 (4.31%) SQL Server Analysis Services
9 8 (3.83%) NoSQL
10 6 (2.87%) Relational Database
11 5 (2.39%) PostgreSQL
11 5 (2.39%) SQL Server 2005
12 4 (1.91%) Data Mart
13 3 (1.44%) MS Access
14 2 (0.96%) Spotfire
Development Applications
1 13 (6.22%) Team Foundation Server
2 2 (0.96%) SQL Server Management Studio (SSMS)
2 2 (0.96%) Visual Studio
3 1 (0.48%) MorphX
General
1 110 (52.63%) Finance
2 29 (13.88%) Marketing
3 27 (12.92%) Banking
4 21 (10.05%) Telecoms
5 11 (5.26%) Manufacturing
6 3 (1.44%) Electronics
6 3 (1.44%) Italian Language
6 3 (1.44%) Legal
6 3 (1.44%) Polish Language
6 3 (1.44%) Retail
6 3 (1.44%) Spanish Language
6 3 (1.44%) Swedish Language
7 2 (0.96%) Billing
7 2 (0.96%) French Language
7 2 (0.96%) Law
7 2 (0.96%) Local Government
8 1 (0.48%) Advertising
8 1 (0.48%) Games
Job Titles
1 137 (65.55%) Analyst
2 36 (17.22%) Data Analyst
3 32 (15.31%) Business Analyst
4 28 (13.40%) Support Analyst
5 27 (12.92%) Developer
6 25 (11.96%) Applications Support
6 25 (11.96%) Applications Support Analyst
7 16 (7.66%) Business Intelligence Analyst
7 16 (7.66%) Service Analyst
8 15 (7.18%) SQL Analyst
8 15 (7.18%) SQL Developer
9 14 (6.70%) Financial Analyst
10 13 (6.22%) SQL Data Analyst
11 12 (5.74%) Marketing Executive
12 11 (5.26%) Senior Analyst
13 9 (4.31%) Business Intelligence Developer
13 9 (4.31%) Senior Support Analyst
13 9 (4.31%) Systems Analyst
14 7 (3.35%) Senior Applications Support Analyst
14 7 (3.35%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 8 (3.83%) .NET
2 5 (2.39%) ASP.NET
2 5 (2.39%) JSON
2 5 (2.39%) Web Services
2 5 (2.39%) XML
3 3 (1.44%) Akka
3 3 (1.44%) Play Framework
3 3 (1.44%) RESTful
4 2 (0.96%) ASP.NET Web Forms
4 2 (0.96%) CSS
4 2 (0.96%) jQuery
5 1 (0.48%) AngularJS
5 1 (0.48%) Natural Language Processing
5 1 (0.48%) NumPy
Miscellaneous
1 81 (38.76%) Analytical Skills
2 26 (12.44%) Management Information System
3 23 (11.00%) Mathematics
4 21 (10.05%) Credit Risk
4 21 (10.05%) SWIFT
5 18 (8.61%) Statistics
6 15 (7.18%) Visualisation
7 13 (6.22%) Social Media
8 11 (5.26%) Algorithms
9 10 (4.78%) iPad
10 5 (2.39%) CUDA
11 4 (1.91%) Computer Science
11 4 (1.91%) iSeries
12 3 (1.44%) Data Integration
12 3 (1.44%) Fintech
12 3 (1.44%) FMCG
13 2 (0.96%) Mobile App
13 2 (0.96%) Telematics
14 1 (0.48%) Data Extraction
14 1 (0.48%) Data Protection Act
Operating Systems
1 10 (4.78%) Windows
2 3 (1.44%) Windows Server
3 2 (0.96%) Android
3 2 (0.96%) Apple iOS
3 2 (0.96%) Linux
4 1 (0.48%) Red Hat Enterprise Linux
4 1 (0.48%) Unix
Processes & Methodologies
1 47 (22.49%) Business Intelligence
2 39 (18.66%) Change Management
3 35 (16.75%) Business Analysis
4 30 (14.35%) CRM
5 25 (11.96%) ITIL
5 25 (11.96%) User Acceptance Testing
6 22 (10.53%) PRINCE2
6 22 (10.53%) Time Management
7 21 (10.05%) Wealth Management
8 20 (9.57%) ETL
9 19 (9.09%) Analytics
9 19 (9.09%) Data Management
10 17 (8.13%) Agile Software Development
11 16 (7.66%) Service Delivery
11 16 (7.66%) Web Development
12 15 (7.18%) Pay per click
13 14 (6.70%) Information Management
13 14 (6.70%) Machine Learning
13 14 (6.70%) Stakeholder Management
14 13 (6.22%) Customer Segmentation
Programming Languages
1 93 (44.50%) SQL
2 16 (7.66%) C
3 15 (7.18%) VBA
4 13 (6.22%) Python
5 10 (4.78%) R
6 8 (3.83%) T-SQL
7 6 (2.87%) C++
7 6 (2.87%) MATLAB
8 5 (2.39%) C#
8 5 (2.39%) PL/SQL
9 4 (1.91%) Java
9 4 (1.91%) Scala
10 3 (1.44%) JavaScript
11 2 (0.96%) VB.NET
12 1 (0.48%) PowerShell
12 1 (0.48%) VB
12 1 (0.48%) X++
Qualifications
1 50 (23.92%) Degree
2 17 (8.13%) PRINCE2 Certification
3 15 (7.18%) ISTQB
3 15 (7.18%) ISTQB Foundation Certification
4 10 (4.78%) PhD
5 1 (0.48%) ISEB
5 1 (0.48%) ITIL Certification
5 1 (0.48%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 25 (11.96%) SLA
2 6 (2.87%) Data Quality
System Software
1 1 (0.48%) Active Directory
1 1 (0.48%) XenApp
1 1 (0.48%) XenDesktop
Systems Management
1 1 (0.48%) Perfmon
Vendors
1 57 (27.27%) Microsoft
2 21 (10.05%) Bloomberg
2 21 (10.05%) Reuters
3 14 (6.70%) SAP
3 14 (6.70%) Tableau
4 13 (6.22%) Cognos
5 9 (4.31%) Oracle
6 8 (3.83%) Remedy
7 6 (2.87%) Salesforce.com
8 4 (1.91%) Google
8 4 (1.91%) IBM
9 3 (1.44%) Informatica
10 2 (0.96%) Ab Initio
11 1 (0.48%) CheckPoint
11 1 (0.48%) Intel Security
11 1 (0.48%) Mapinfo
11 1 (0.48%) Minitab
11 1 (0.48%) Northgate
11 1 (0.48%) Red Hat
11 1 (0.48%) Verint
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