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

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Data Analysis
England / North West
Rank 150 150 129
Rank change year-on-year
0 -21
Permanent jobs citing Data Analysis 102 83 123
As % of all permanent IT jobs located in the North West 1.71% 1.50% 1.82%
As % of the Processes & Methodologies category 1.92% 1.72% 2.10%
Number of salaries quoted 88 68 107
Median salary £35,000 £30,750 £35,000
Median salary % change year-on-year
+13.82% -12.14%
90% offered a salary of more than £27,500 £23,850 £30,000
10% offered a salary of more than £55,000 £45,000 £67,500
UK excluding London median salary £41,500 £40,000 £37,500
% change year-on-year
+3.75% +6.66%

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
5313 4819 5853
As % of all permanent IT jobs located in the North West 88.92% 87.30% 86.42%
Number of salaries quoted 4472 4005 5009
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 £28,500 £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%

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 January 2017.

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 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 -4 55 £41,500 +10.66% 14
Lancashire - 16 £33,000 -
Merseyside -5 15 £35,000 +42.85% 6
Cheshire -10 13 £31,500 +21.15% 3
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 24 January 2017, 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.

1 134 (59.03%) SQL
2 81 (35.68%) Business Intelligence
3 77 (33.92%) Analytical Skills
4 74 (32.60%) SQL Server
5 66 (29.07%) Analytics
6 63 (27.75%) MS Excel
7 57 (25.11%) SQL Server Integration Services
8 55 (24.23%) Finance
9 52 (22.91%) SQL Server Reporting Services
10 48 (21.15%) Degree
11 36 (15.86%) T-SQL
12 35 (15.42%) Data Modelling
12 35 (15.42%) Statistics
13 34 (14.98%) Microsoft
14 32 (14.10%) Python
15 29 (12.78%) VBA
16 28 (12.33%) Data Mining
16 28 (12.33%) Computer Science
17 27 (11.89%) Data Warehouse
18 26 (11.45%) Marketing
19 25 (11.01%) Agile Software Development
19 25 (11.01%) ETL
19 25 (11.01%) Machine Learning
19 25 (11.01%) Big Data
19 25 (11.01%) R
20 24 (10.57%) Data Analytics
20 24 (10.57%) ITIL
20 24 (10.57%) Business Analysis
21 23 (10.13%) Tableau
22 22 (9.69%) QA

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 22 (9.69%) SharePoint
2 19 (8.37%) SAS
3 5 (2.20%) Apache Spark
4 1 (0.44%) Alfresco
4 1 (0.44%) Oracle Workflow
4 1 (0.44%) WebSphere
Applications
1 63 (27.75%) MS Excel
2 15 (6.61%) SPSS
3 11 (4.85%) MS Office
4 6 (2.64%) MS PowerPoint
5 3 (1.32%) Stata
6 2 (0.88%) MS Visio
6 2 (0.88%) Spreadsheet
Business Applications
1 6 (2.64%) Cognos Business Intelligence
1 6 (2.64%) Dynamics CRM
2 4 (1.76%) Exstream
2 4 (1.76%) Salesforce.com CRM
3 3 (1.32%) PeopleSoft HRMS
4 2 (0.88%) Dynamics AX
5 1 (0.44%) FastStats
5 1 (0.44%) HFM
Cloud Services
1 12 (5.29%) SaaS
2 8 (3.52%) IaaS
2 8 (3.52%) PaaS
3 4 (1.76%) G Suite
3 4 (1.76%) Google Analytics
4 3 (1.32%) Google Tag Manager
5 2 (0.88%) Cloud Computing
6 1 (0.44%) Adobe Analytics
6 1 (0.44%) MailChimp
Communications & Networking
1 4 (1.76%) 802.11
1 4 (1.76%) DHCP
1 4 (1.76%) DNS
1 4 (1.76%) VPN
2 2 (0.88%) Internet
Database & Business Intelligence
1 74 (32.60%) SQL Server
2 57 (25.11%) SQL Server Integration Services
3 52 (22.91%) SQL Server Reporting Services
4 28 (12.33%) Data Mining
5 27 (11.89%) Data Warehouse
6 25 (11.01%) Big Data
7 21 (9.25%) Power BI
8 16 (7.05%) QlikView
9 15 (6.61%) SQL Server Analysis Services
10 12 (5.29%) SQL Server 2008
11 11 (4.85%) SQL Server 2005
12 10 (4.41%) BusinessObjects
13 9 (3.96%) Relational Database
14 7 (3.08%) Hadoop
14 7 (3.08%) MySQL
15 6 (2.64%) Business Intelligence Development Studio
16 5 (2.20%) NoSQL
17 4 (1.76%) Qlik Sense
17 4 (1.76%) Spotfire
18 3 (1.32%) BusinessObjects Business Intelligence
Development Applications
1 14 (6.17%) Team Foundation Server
2 2 (0.88%) Oracle APEX
2 2 (0.88%) SQL Server Management Studio (SSMS)
3 1 (0.44%) NUnit
3 1 (0.44%) Selenium
3 1 (0.44%) SoapUI
3 1 (0.44%) Visual Website Optimizer
General
1 55 (24.23%) Finance
2 26 (11.45%) Marketing
3 12 (5.29%) Legal
4 9 (3.96%) Retail
5 7 (3.08%) Banking
5 7 (3.08%) Multimedia
6 5 (2.20%) Corporate Banking
7 4 (1.76%) Pharmaceutical
8 2 (0.88%) Law
8 2 (0.88%) Local Government
8 2 (0.88%) Retail Banking
9 1 (0.44%) Advertising
9 1 (0.44%) Front Office
Job Titles
1 113 (49.78%) Analyst
2 53 (23.35%) Data Analyst
3 42 (18.50%) SQL Analyst
4 38 (16.74%) SQL Data Analyst
5 37 (16.30%) Developer
6 20 (8.81%) Data Scientist
7 16 (7.05%) Business Analyst
7 16 (7.05%) Systems Analyst
8 15 (6.61%) Technical Analyst
9 14 (6.17%) Business Intelligence Developer
10 13 (5.73%) JavaScript Developer
10 13 (5.73%) Senior Analyst
11 12 (5.29%) Analyst Developer
11 12 (5.29%) DBA
11 12 (5.29%) SQL DBA
12 10 (4.41%) SSIS Analyst
12 10 (4.41%) SSRS Analyst
13 9 (3.96%) Data Manager
13 9 (3.96%) QlikView Developer
13 9 (3.96%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 17 (7.49%) HTML
2 16 (7.05%) CSS
3 15 (6.61%) MDX
4 13 (5.73%) .NET
4 13 (5.73%) jQuery
5 12 (5.29%) D3.js
6 11 (4.85%) Highcharts JS
7 10 (4.41%) ASP.NET
8 8 (3.52%) XML
9 4 (1.76%) 802.1X
10 3 (1.32%) Web Services
11 2 (0.88%) AngularJS
11 2 (0.88%) REST
11 2 (0.88%) SOAP
12 1 (0.44%) JSON
12 1 (0.44%) XSD
12 1 (0.44%) XSLT
Miscellaneous
1 77 (33.92%) Analytical Skills
2 35 (15.42%) Statistics
3 28 (12.33%) Computer Science
4 21 (9.25%) iPad
4 21 (9.25%) Mathematics
4 21 (9.25%) Visualisation
5 17 (7.49%) Algorithms
6 16 (7.05%) Management Information System
7 12 (5.29%) Data Integration
8 9 (3.96%) Physics
9 8 (3.52%) Data Extraction
10 7 (3.08%) Data Protection Act
11 6 (2.64%) Data Structures
11 6 (2.64%) Economics
12 5 (2.20%) Credit Risk
12 5 (2.20%) User Experience
13 4 (1.76%) CUDA
13 4 (1.76%) Smart Meter
13 4 (1.76%) Social Media
14 2 (0.88%) Reference Data
Operating Systems
1 5 (2.20%) Windows
2 4 (1.76%) Windows 10
2 4 (1.76%) Windows 7
2 4 (1.76%) Windows 8
2 4 (1.76%) Windows Vista
3 3 (1.32%) Linux
3 3 (1.32%) Unix
4 1 (0.44%) AIX
4 1 (0.44%) VMS
4 1 (0.44%) Windows 2000
4 1 (0.44%) Windows XP
Processes & Methodologies
1 81 (35.68%) Business Intelligence
2 66 (29.07%) Analytics
3 35 (15.42%) Data Modelling
4 25 (11.01%) Agile Software Development
4 25 (11.01%) ETL
4 25 (11.01%) Machine Learning
5 24 (10.57%) Business Analysis
5 24 (10.57%) Data Analytics
5 24 (10.57%) ITIL
6 22 (9.69%) Data Management
7 17 (7.49%) Stakeholder Management
8 16 (7.05%) Customer Insight
9 15 (6.61%) CRM
9 15 (6.61%) Project Management
10 12 (5.29%) Mentoring
10 12 (5.29%) Predictive Modelling
10 12 (5.29%) Translating Business Requirements
11 11 (4.85%) ERP
11 11 (4.85%) Front End Development
11 11 (4.85%) Validation
Programming Languages
1 134 (59.03%) SQL
2 36 (15.86%) T-SQL
3 32 (14.10%) Python
4 29 (12.78%) VBA
5 25 (11.01%) R
6 21 (9.25%) JavaScript
7 18 (7.93%) PowerShell
8 11 (4.85%) MATLAB
9 10 (4.41%) Java
10 9 (3.96%) C#
11 8 (3.52%) Scala
12 7 (3.08%) C
12 7 (3.08%) C++
13 6 (2.64%) PL/SQL
13 6 (2.64%) VB
14 5 (2.20%) Perl
15 3 (1.32%) VBScript
Qualifications
1 48 (21.15%) Degree
2 16 (7.05%) PhD
3 11 (4.85%) Microsoft Certification
4 7 (3.08%) MCSA
5 5 (2.20%) IIBA
5 5 (2.20%) ISEB
5 5 (2.20%) ITIL Certification
6 4 (1.76%) CCNA
6 4 (1.76%) Cisco Certification
6 4 (1.76%) ITIL Foundation Certificate
7 2 (0.88%) MCP
7 2 (0.88%) MCSE
8 1 (0.44%) ACCA
8 1 (0.44%) BC Cleared
8 1 (0.44%) CIMA
8 1 (0.44%) DBS Check
8 1 (0.44%) Security Cleared
Quality Assurance & Compliance
1 22 (9.69%) QA
2 16 (7.05%) Data Quality
3 12 (5.29%) SLA
4 8 (3.52%) PCI DSS
5 1 (0.44%) IFRS
System Software
1 4 (1.76%) VMware Infrastructure
2 2 (0.88%) Active Directory
Systems Management
1 4 (1.76%) AirWatch
2 2 (0.88%) SCCM
Vendors
1 34 (14.98%) Microsoft
2 23 (10.13%) Tableau
3 14 (6.17%) Oracle
4 12 (5.29%) SAP
5 9 (3.96%) Cognos
5 9 (3.96%) HP
5 9 (3.96%) Orchard
6 8 (3.52%) Google
7 6 (2.64%) Alteryx
7 6 (2.64%) IBM
7 6 (2.64%) Salesforce.com
8 5 (2.20%) Cognizant
9 4 (1.76%) VMware
10 3 (1.32%) PeopleSoft
11 2 (0.88%) Ab Initio
11 2 (0.88%) Dell
11 2 (0.88%) GoldenSource
11 2 (0.88%) Informatica
11 2 (0.88%) Netezza
11 2 (0.88%) Teradata
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