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 average salaries offered in IT jobs that have cited Data Analysis over the 3 months to 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Data Analysis
Rank 128 109 159
Rank change year-on-year
-19 +50
Permanent jobs citing Data Analysis 111 161 113
As % of all permanent IT jobs located in the North West 1.96% 2.47% 1.61%
As % of the Processes & Methodologies category 2.26% 2.82% 1.87%
Number of salaries quoted 86 134 91
Average salary £35,000 £35,000 £32,500
Average salary % change year-on-year
- +7.69%
90% offered a salary of more than £26,000 £25,750 £24,000
10% offered a salary of more than £45,000 £45,000 £41,000
UK excluding London average salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -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
4916 5703 6044
As % of all permanent IT jobs located in the North West 86.63% 87.50% 85.85%
Number of salaries quoted 4143 4534 4883
Average salary £42,500 £40,000 £40,000
Average 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 £55,000 £57,500
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in the North West

This chart provides a 3-month moving total of permanent IT jobs citing Data Analysis across the North West region as a proportion of the total demand within 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 29 April 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 average salaries quoted in IT jobs citing Data Analysis within the North West region over the 3 months to 29 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -28 70 £35,000 -6.66% 19
Merseyside +24 21 £30,000 +50.00% 1
Cheshire +18 20 £27,500 - 3
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 29 April 2016, IT jobs across the North West region citing Data Analysis also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analysis.

1 113 (56.22%) Finance
2 86 (42.79%) SQL
3 83 (41.29%) Analytical Skills
4 61 (30.35%) SQL Server
5 59 (29.35%) Microsoft
6 57 (28.36%) MS Excel
7 52 (25.87%) Degree
8 41 (20.40%) Business Intelligence
9 39 (19.40%) Change Management
10 36 (17.91%) Business Analysis
10 36 (17.91%) SQL Server 2008
11 35 (17.41%) MS Office
12 29 (14.43%) CRM
12 29 (14.43%) Marketing
13 28 (13.93%) SQL Server Reporting Services
13 28 (13.93%) Banking
14 26 (12.94%) Management Information System
14 26 (12.94%) SLA
14 26 (12.94%) ITIL
14 26 (12.94%) User Acceptance Testing
15 25 (12.44%) PRINCE2
16 24 (11.94%) Mathematics
17 23 (11.44%) Time Management
18 22 (10.95%) Reuters
18 22 (10.95%) Bloomberg
18 22 (10.95%) Wealth Management
18 22 (10.95%) Credit Risk
18 22 (10.95%) SWIFT
19 21 (10.45%) SQL Server 2012
19 21 (10.45%) BizTalk Server

Data Analysis
Top Related IT Skills in the North West by Category

For the 6 months to 29 April 2016, IT jobs across the North West region citing Data Analysis also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analysis. Up to 20 skills are shown per category.

Application Platforms
1 21 (10.45%) BizTalk Server
1 21 (10.45%) SharePoint
2 5 (2.49%) SAS
3 1 (0.50%) Skype for Business
3 1 (0.50%) WebSphere
3 1 (0.50%) WordPress
Applications
1 57 (28.36%) MS Excel
2 35 (17.41%) MS Office
3 5 (2.49%) MS PowerPoint
4 3 (1.49%) MS Visio
5 2 (1.00%) SPSS
6 1 (0.50%) MS Project
6 1 (0.50%) Photoshop
Business Applications
1 7 (3.48%) Dynamics CRM
2 5 (2.49%) Salesforce.com CRM
3 4 (1.99%) Infor M3
3 4 (1.99%) Movex
4 3 (1.49%) Oracle Applications
4 3 (1.49%) SAP Oil and Gas
5 1 (0.50%) Dynamics AX
5 1 (0.50%) FastStats
5 1 (0.50%) SAP CRM
Cloud Services
1 3 (1.49%) Amazon AWS
1 3 (1.49%) Google Analytics
2 2 (1.00%) AdWords
2 2 (1.00%) Microsoft Azure
2 2 (1.00%) SaaS
3 1 (0.50%) SmartFocus
Communications & Networking
1 11 (5.47%) SMS
2 4 (1.99%) Broadband
3 1 (0.50%) DHCP
3 1 (0.50%) DNS
3 1 (0.50%) Firewall
3 1 (0.50%) Internet
3 1 (0.50%) Junos
3 1 (0.50%) MPLS
3 1 (0.50%) Network Security
3 1 (0.50%) TCP/IP
3 1 (0.50%) VLAN
Database & Business Intelligence
1 61 (30.35%) SQL Server
2 36 (17.91%) SQL Server 2008
3 28 (13.93%) SQL Server Reporting Services
4 21 (10.45%) SQL Server 2012
5 17 (8.46%) BusinessObjects
6 15 (7.46%) Data Warehouse
6 15 (7.46%) QlikView
7 14 (6.97%) Qlik Sense
8 13 (6.47%) Crystal Reports
9 10 (4.98%) Data Mining
9 10 (4.98%) SQL Server Integration Services
10 7 (3.48%) NoSQL
11 6 (2.99%) Big Data
12 5 (2.49%) MS Access
12 5 (2.49%) PostgreSQL
12 5 (2.49%) SQL Server 2005
13 3 (1.49%) Data Mart
13 3 (1.49%) Power BI
13 3 (1.49%) SQL Server Analysis Services
14 2 (1.00%) Oracle ODI
Development Applications
1 16 (7.96%) Team Foundation Server
2 4 (1.99%) Visual Studio
3 2 (1.00%) SQL Server Management Studio (SSMS)
4 1 (0.50%) MorphX
General
1 113 (56.22%) Finance
2 29 (14.43%) Marketing
3 28 (13.93%) Banking
4 20 (9.95%) Telecoms
5 7 (3.48%) Manufacturing
6 3 (1.49%) Billing
6 3 (1.49%) Electronics
6 3 (1.49%) Local Government
7 2 (1.00%) Advertising
7 2 (1.00%) Law
7 2 (1.00%) Legal
7 2 (1.00%) Retail
8 1 (0.50%) Games
Job Titles
1 142 (70.65%) Analyst
2 36 (17.91%) Data Analyst
3 35 (17.41%) Business Analyst
4 28 (13.93%) Support Analyst
5 26 (12.94%) Applications Support
5 26 (12.94%) Applications Support Analyst
6 23 (11.44%) Developer
7 19 (9.45%) Service Analyst
8 17 (8.46%) Financial Analyst
8 17 (8.46%) SQL Analyst
9 16 (7.96%) Business Intelligence Analyst
10 15 (7.46%) SQL Data Analyst
11 13 (6.47%) SQL Developer
12 12 (5.97%) Marketing Executive
13 11 (5.47%) Senior Analyst
14 9 (4.48%) Finance Business Analyst
14 9 (4.48%) Financial Business Analyst
14 9 (4.48%) Financial Services Business Analyst
14 9 (4.48%) Senior Support Analyst
14 9 (4.48%) Systems Analyst
Libraries, Frameworks & Software Standards
1 7 (3.48%) .NET
2 5 (2.49%) Web Services
3 4 (1.99%) JSON
4 3 (1.49%) CSS
5 2 (1.00%) Akka
5 2 (1.00%) ASP.NET
5 2 (1.00%) ASP.NET Web Forms
5 2 (1.00%) jQuery
5 2 (1.00%) Play Framework
5 2 (1.00%) RESTful
5 2 (1.00%) XML
6 1 (0.50%) HTML
6 1 (0.50%) Natural Language Processing
6 1 (0.50%) NumPy
Miscellaneous
1 83 (41.29%) Analytical Skills
2 26 (12.94%) Management Information System
3 24 (11.94%) Mathematics
4 22 (10.95%) Credit Risk
4 22 (10.95%) SWIFT
5 15 (7.46%) Visualisation
6 13 (6.47%) Social Media
7 12 (5.97%) Statistics
8 6 (2.99%) Algorithms
8 6 (2.99%) iPad
9 4 (1.99%) Computer Science
9 4 (1.99%) iSeries
10 3 (1.49%) FMCG
11 2 (1.00%) Mobile App
11 2 (1.00%) Telematics
12 1 (0.50%) Data Integration
12 1 (0.50%) Data Protection Act
12 1 (0.50%) Data Structures
12 1 (0.50%) Enterprise Software
12 1 (0.50%) Physics
Operating Systems
1 10 (4.98%) Windows
2 3 (1.49%) Windows Server
3 2 (1.00%) Android
3 2 (1.00%) Apple iOS
3 2 (1.00%) Linux
4 1 (0.50%) Red Hat Enterprise Linux
4 1 (0.50%) Unix
Processes & Methodologies
1 41 (20.40%) Business Intelligence
2 39 (19.40%) Change Management
3 36 (17.91%) Business Analysis
4 29 (14.43%) CRM
5 26 (12.94%) ITIL
5 26 (12.94%) User Acceptance Testing
6 25 (12.44%) PRINCE2
7 23 (11.44%) Time Management
8 22 (10.95%) Wealth Management
9 18 (8.96%) Agile Software Development
9 18 (8.96%) Data Management
10 17 (8.46%) Service Delivery
11 16 (7.96%) Web Development
12 15 (7.46%) ETL
13 14 (6.97%) Analytics
13 14 (6.97%) Information Management
13 14 (6.97%) Pay per click
14 12 (5.97%) Customer Segmentation
14 12 (5.97%) Stakeholder Management
15 11 (5.47%) E-Commerce
Programming Languages
1 86 (42.79%) SQL
2 18 (8.96%) VBA
3 17 (8.46%) C
4 8 (3.98%) T-SQL
5 7 (3.48%) Python
6 5 (2.49%) C#
7 4 (1.99%) Java
7 4 (1.99%) R
7 4 (1.99%) VB.NET
8 3 (1.49%) Scala
9 2 (1.00%) JavaScript
9 2 (1.00%) PL/SQL
9 2 (1.00%) VB
10 1 (0.50%) C++
10 1 (0.50%) MATLAB
10 1 (0.50%) PowerShell
10 1 (0.50%) X++
Qualifications
1 52 (25.87%) Degree
2 20 (9.95%) PRINCE2 Certification
3 16 (7.96%) ISTQB
3 16 (7.96%) ISTQB Foundation Certification
4 5 (2.49%) PhD
5 1 (0.50%) ISEB
5 1 (0.50%) ITIL Certification
Quality Assurance & Compliance
1 26 (12.94%) SLA
2 6 (2.99%) Data Quality
System Software
1 1 (0.50%) Active Directory
1 1 (0.50%) XenApp
1 1 (0.50%) XenDesktop
Systems Management
1 1 (0.50%) Perfmon
Vendors
1 59 (29.35%) Microsoft
2 22 (10.95%) Bloomberg
2 22 (10.95%) Reuters
3 14 (6.97%) Tableau
4 12 (5.97%) Cognos
4 12 (5.97%) SAP
5 8 (3.98%) Oracle
5 8 (3.98%) Remedy
6 6 (2.99%) Salesforce.com
7 5 (2.49%) Google
8 4 (1.99%) IBM
9 3 (1.49%) Informatica
10 2 (1.00%) Ab Initio
11 1 (0.50%) Avaya
11 1 (0.50%) Citrix
11 1 (0.50%) Juniper
11 1 (0.50%) Minitab
11 1 (0.50%) Northgate
11 1 (0.50%) Planview
11 1 (0.50%) Red Hat
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Salary: £30000 - £35000 per annum
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Salary: £28000 - £30000 per annum + Benefits
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Salary: £21,605 - £24,298 per annum
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