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 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 155 135 109
Rank change year-on-year
-20 -26
Permanent jobs citing Data Analysis 86 131 170
As % of all permanent IT jobs located in the North West 1.48% 1.99% 2.44%
As % of the Processes & Methodologies category 1.70% 2.24% 2.85%
Number of salaries quoted 76 105 126
Median salary £37,500 £37,500 £32,500
Median salary % change year-on-year
- +15.38%
90% offered a salary of more than £27,400 £27,500 £23,000
10% offered a salary of more than £57,500 £48,000 £45,000
UK excluding London median salary £40,000 £37,722 £38,625
% change year-on-year
+6.04% -2.33%
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
5070 5845 5955
As % of all permanent IT jobs located in the North West 86.96% 88.80% 85.52%
Number of salaries quoted 4238 4727 4700
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £62,500 £57,500 £60,000
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 24 July 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 24 July 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 -37 61 £39,500 +5.33% 12
Cheshire +31 15 £35,000 +27.27% 4
Lancashire +6 6 £30,750 -2.38% 2
Merseyside -8 5 £35,000 +48.93%
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 24 July 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.

1 100 (49.26%) SQL
2 96 (47.29%) Finance
3 65 (32.02%) Analytical Skills
4 62 (30.54%) Business Intelligence
5 56 (27.59%) SQL Server
6 51 (25.12%) Microsoft
7 38 (18.72%) MS Excel
7 38 (18.72%) Degree
8 33 (16.26%) Change Management
8 33 (16.26%) Analytics
9 32 (15.76%) SQL Server 2008
10 30 (14.78%) Business Analysis
11 28 (13.79%) SQL Server Reporting Services
12 27 (13.30%) Management Information System
12 27 (13.30%) CRM
12 27 (13.30%) MS Office
13 25 (12.32%) ETL
14 24 (11.82%) Banking
14 24 (11.82%) Statistics
15 23 (11.33%) SQL Server 2012
16 22 (10.84%) Machine Learning
16 22 (10.84%) ITIL
17 21 (10.34%) Data Warehouse
17 21 (10.34%) Credit Risk
18 20 (9.85%) SLA
18 20 (9.85%) Data Mining
18 20 (9.85%) Python
18 20 (9.85%) Algorithms
19 19 (9.36%) SAP
19 19 (9.36%) User Acceptance Testing

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 14 (6.90%) BizTalk Server
2 10 (4.93%) SharePoint
3 7 (3.45%) SAS
4 5 (2.46%) WebSphere
5 1 (0.49%) Elasticsearch
5 1 (0.49%) Skype for Business
Applications
1 38 (18.72%) MS Excel
2 27 (13.30%) MS Office
3 6 (2.96%) MS Visio
4 5 (2.46%) MS PowerPoint
4 5 (2.46%) SPSS
5 3 (1.48%) Stata
6 1 (0.49%) MS Project
Business Applications
1 12 (5.91%) Dynamics CRM
2 5 (2.46%) Salesforce.com CRM
3 4 (1.97%) Infor M3
3 4 (1.97%) Movex
3 4 (1.97%) SAP Oil and Gas
4 2 (0.99%) Oracle ERP
5 1 (0.49%) Dynamics AX
5 1 (0.49%) FastStats
5 1 (0.49%) Oracle Applications
5 1 (0.49%) SAP CRM
5 1 (0.49%) SAP HCM
5 1 (0.49%) SAP HR
5 1 (0.49%) SAP HR-PA
Cloud Services
1 8 (3.94%) Amazon AWS
2 2 (0.99%) Microsoft Azure
2 2 (0.99%) SaaS
3 1 (0.49%) Google Analytics
3 1 (0.49%) SmartFocus
Communications & Networking
1 4 (1.97%) SMS
2 2 (0.99%) Internet
3 1 (0.49%) Broadband
3 1 (0.49%) DHCP
3 1 (0.49%) DNS
3 1 (0.49%) Firewall
3 1 (0.49%) Junos
3 1 (0.49%) MPLS
3 1 (0.49%) Network Security
3 1 (0.49%) TCP/IP
3 1 (0.49%) VLAN
Database & Business Intelligence
1 56 (27.59%) SQL Server
2 32 (15.76%) SQL Server 2008
3 28 (13.79%) SQL Server Reporting Services
4 23 (11.33%) SQL Server 2012
5 21 (10.34%) Data Warehouse
6 20 (9.85%) Data Mining
7 18 (8.87%) Big Data
7 18 (8.87%) SQL Server Integration Services
8 16 (7.88%) Crystal Reports
8 16 (7.88%) QlikView
8 16 (7.88%) SQL Server Analysis Services
9 13 (6.40%) BusinessObjects
9 13 (6.40%) Qlik Sense
10 9 (4.43%) NoSQL
11 7 (3.45%) Relational Database
12 5 (2.46%) PostgreSQL
12 5 (2.46%) SQL Server 2005
13 3 (1.48%) Data Mart
14 2 (0.99%) Base SAS
14 2 (0.99%) Spotfire
Development Applications
1 5 (2.46%) Team Foundation Server
2 3 (1.48%) Visual Studio
3 2 (0.99%) SQL Server Management Studio (SSMS)
4 1 (0.49%) MorphX
General
1 96 (47.29%) Finance
2 24 (11.82%) Banking
3 17 (8.37%) Marketing
4 12 (5.91%) Manufacturing
5 11 (5.42%) Telecoms
6 9 (4.43%) Retail
7 4 (1.97%) Electronics
8 3 (1.48%) Italian Language
8 3 (1.48%) Polish Language
8 3 (1.48%) Retail Banking
8 3 (1.48%) Spanish Language
8 3 (1.48%) Swedish Language
9 2 (0.99%) Advertising
9 2 (0.99%) Billing
9 2 (0.99%) French Language
9 2 (0.99%) International Banking
9 2 (0.99%) Law
9 2 (0.99%) Legal
9 2 (0.99%) Local Government
Job Titles
1 117 (57.64%) Analyst
2 35 (17.24%) Data Analyst
3 34 (16.75%) Developer
4 21 (10.34%) Business Analyst
4 21 (10.34%) Support Analyst
5 20 (9.85%) Applications Support
5 20 (9.85%) Applications Support Analyst
6 15 (7.39%) Business Intelligence Analyst
6 15 (7.39%) SQL Developer
7 13 (6.40%) Business Intelligence Developer
8 12 (5.91%) Banking Analyst
9 11 (5.42%) Senior Analyst
9 11 (5.42%) Service Analyst
10 10 (4.93%) Machine Learning Engineer
10 10 (4.93%) MATLAB Engineer
10 10 (4.93%) Senior Applications Support
10 10 (4.93%) Senior Applications Support Analyst
10 10 (4.93%) Senior Support Analyst
11 9 (4.43%) Data Scientist
11 9 (4.43%) Financial Analyst
Libraries, Frameworks & Software Standards
1 12 (5.91%) .NET
2 10 (4.93%) ASP.NET
2 10 (4.93%) XML
3 9 (4.43%) Web Services
4 6 (2.96%) JSON
5 4 (1.97%) Akka
5 4 (1.97%) Play Framework
5 4 (1.97%) RESTful
6 2 (0.99%) AngularJS
6 2 (0.99%) ASP.NET Web Forms
6 2 (0.99%) CSS
6 2 (0.99%) jQuery
Miscellaneous
1 65 (32.02%) Analytical Skills
2 27 (13.30%) Management Information System
3 24 (11.82%) Statistics
4 21 (10.34%) Credit Risk
5 20 (9.85%) Algorithms
6 18 (8.87%) SWIFT
7 16 (7.88%) Mathematics
8 14 (6.90%) iPad
9 12 (5.91%) Visualisation
10 10 (4.93%) CUDA
11 9 (4.43%) Data Integration
12 4 (1.97%) iSeries
12 4 (1.97%) Social Media
13 3 (1.48%) Computer Science
13 3 (1.48%) Fintech
13 3 (1.48%) Reference Data
14 2 (0.99%) Data Extraction
14 2 (0.99%) FMCG
14 2 (0.99%) Physics
14 2 (0.99%) Telematics
Operating Systems
1 13 (6.40%) Windows
2 6 (2.96%) Windows Server
3 2 (0.99%) Android
3 2 (0.99%) Apple iOS
4 1 (0.49%) Linux
4 1 (0.49%) Unix
Processes & Methodologies
1 62 (30.54%) Business Intelligence
2 33 (16.26%) Analytics
2 33 (16.26%) Change Management
3 30 (14.78%) Business Analysis
4 27 (13.30%) CRM
5 25 (12.32%) ETL
6 22 (10.84%) ITIL
6 22 (10.84%) Machine Learning
7 19 (9.36%) User Acceptance Testing
8 18 (8.87%) Data Management
8 18 (8.87%) Statistical Analysis
8 18 (8.87%) Time Management
8 18 (8.87%) Wealth Management
9 16 (7.88%) Customer Insight
9 16 (7.88%) Stakeholder Management
10 14 (6.90%) Agile Software Development
10 14 (6.90%) E-Commerce
10 14 (6.90%) Information Management
10 14 (6.90%) Risk Management
11 13 (6.40%) Data Modelling
Programming Languages
1 100 (49.26%) SQL
2 20 (9.85%) Python
3 18 (8.87%) R
4 15 (7.39%) VBA
5 13 (6.40%) C++
6 11 (5.42%) MATLAB
7 10 (4.93%) T-SQL
8 8 (3.94%) C
9 5 (2.46%) C#
9 5 (2.46%) Java
9 5 (2.46%) PL/SQL
9 5 (2.46%) PowerShell
10 4 (1.97%) JavaScript
10 4 (1.97%) Scala
11 1 (0.49%) VB
11 1 (0.49%) VB.NET
11 1 (0.49%) X++
Qualifications
1 38 (18.72%) Degree
2 18 (8.87%) PhD
3 8 (3.94%) ISTQB
3 8 (3.94%) ISTQB Foundation Certification
4 7 (3.45%) PRINCE2 Certification
5 2 (0.99%) Microsoft Certification
6 1 (0.49%) ISEB
6 1 (0.49%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 20 (9.85%) SLA
2 9 (4.43%) Data Quality
3 6 (2.96%) QA
System Software
1 1 (0.49%) Active Directory
Systems Management
1 1 (0.49%) Perfmon
Vendors
1 51 (25.12%) Microsoft
2 19 (9.36%) SAP
3 18 (8.87%) Bloomberg
3 18 (8.87%) Reuters
4 13 (6.40%) Tableau
5 11 (5.42%) Remedy
6 10 (4.93%) Salesforce.com
7 9 (4.43%) Cognos
8 7 (3.45%) IBM
8 7 (3.45%) Informatica
9 5 (2.46%) Oracle
10 3 (1.48%) GoldenSource
11 2 (0.99%) Ab Initio
11 2 (0.99%) Netezza
11 2 (0.99%) Teradata
12 1 (0.49%) CheckPoint
12 1 (0.49%) Cognizant
12 1 (0.49%) Intel Security
12 1 (0.49%) Juniper
12 1 (0.49%) Minitab
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