The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 176 183 213
Rank change year-on-year
+7 +30
Permanent jobs citing Data Analysis 51 67 71
As % of all permanent IT jobs located in Yorkshire 0.96% 1.08% 0.96%
As % of the Processes & Methodologies category 1.08% 1.23% 1.09%
Number of salaries quoted 44 44 55
Median salary £40,000 £28,000 £32,500
Median salary % change year-on-year
+42.85% -13.84%
90% offered a salary of more than £28,300 £21,150 £23,652
10% offered a salary of more than £54,650 £41,000 £40,000
UK excluding London median salary £41,000 £38,500 £40,000
% change year-on-year
+6.49% -3.75%
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 Yorkshire region.

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
4715 5464 6520
As % of all permanent IT jobs located in Yorkshire 88.78% 88.43% 88.18%
Number of salaries quoted 4073 4463 5239
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £59,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire 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 Yorkshire

Data Analysis
Salary Trend in Yorkshire

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

Data Analysis Salary Trend in Yorkshire

Data Analysis
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Data Analysis across the Yorkshire region over the 3 months to 10 December 2016.

Data Analysis Salary Histogram in Yorkshire

Data Analysis
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Yorkshire region over the 3 months to 10 December 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
West Yorkshire +18 30 £42,500 +51.78% 5
South Yorkshire +3 12 £35,000 +30.84% 1
North Yorkshire +5 7 £32,500 -13.33%
East Yorkshire +2 2 - -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in Yorkshire

For the 6 months to 10 December 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 Yorkshire region with a requirement for Data Analysis.

1 38 (35.19%) SQL
2 34 (31.48%) Finance
3 27 (25.00%) Business Intelligence
4 23 (21.30%) SQL Server
5 20 (18.52%) Data Warehouse
6 19 (17.59%) Microsoft
7 18 (16.67%) Analytical Skills
8 16 (14.81%) MS Excel
8 16 (14.81%) HTML
8 16 (14.81%) JavaScript
8 16 (14.81%) CSS
9 15 (13.89%) SQL Server Reporting Services
9 15 (13.89%) Degree
10 14 (12.96%) Agile Software Development
10 14 (12.96%) PHP
11 13 (12.04%) Data Modelling
12 12 (11.11%) Visualisation
12 12 (11.11%) ETL
12 12 (11.11%) T-SQL
12 12 (11.11%) SDLC
12 12 (11.11%) Tableau
13 11 (10.19%) Analytics
13 11 (10.19%) SAS
13 11 (10.19%) Git (software)
13 11 (10.19%) Data Management
14 10 (9.26%) SQL Server Integration Services
14 10 (9.26%) Oracle
14 10 (9.26%) SAP
14 10 (9.26%) ITIL
14 10 (9.26%) Stakeholder Management

Data Analysis
Top Related IT Skills in Yorkshire 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 11 (10.19%) SAS
2 7 (6.48%) Apache
3 1 (0.93%) Apache Spark
3 1 (0.93%) ColdFusion
3 1 (0.93%) Joomla!
3 1 (0.93%) SharePoint
3 1 (0.93%) WebSphere
3 1 (0.93%) WebSphere Application Server
3 1 (0.93%) WebSphere Process Server
Applications
1 16 (14.81%) MS Excel
2 9 (8.33%) MS Office
3 5 (4.63%) MS PowerPoint
4 4 (3.70%) MS Visio
5 3 (2.78%) MS Project
5 3 (2.78%) Spreadsheet
5 3 (2.78%) SPSS
6 1 (0.93%) Acrobat
6 1 (0.93%) Adobe Illustrator
6 1 (0.93%) Photoshop
Business Applications
1 5 (4.63%) SAP BPC
2 2 (1.85%) Dynamics CRM
3 1 (0.93%) Infor CRM
3 1 (0.93%) Magento
3 1 (0.93%) Oracle Applications
Cloud Services
1 6 (5.56%) SaaS
2 4 (3.70%) PaaS
3 3 (2.78%) Google Analytics
4 1 (0.93%) Adobe Analytics
Communications & Networking
1 1 (0.93%) DNS
1 1 (0.93%) SMS
Database & Business Intelligence
1 23 (21.30%) SQL Server
2 20 (18.52%) Data Warehouse
3 15 (13.89%) SQL Server Reporting Services
4 10 (9.26%) SQL Server Integration Services
5 9 (8.33%) MySQL
5 9 (8.33%) QlikView
6 8 (7.41%) BusinessObjects
7 7 (6.48%) Power BI
7 7 (6.48%) SQL Server 2012
8 6 (5.56%) Data Mining
9 5 (4.63%) Hadoop
9 5 (4.63%) SAP HANA
9 5 (4.63%) SQL Server Analysis Services
10 4 (3.70%) Big Data
10 4 (3.70%) Biml
10 4 (3.70%) MongoDB
10 4 (3.70%) Oracle Database
10 4 (3.70%) SQL Server 2014
11 3 (2.78%) HDInsight
11 3 (2.78%) Relational Database
Development Applications
1 11 (10.19%) Git (software)
2 4 (3.70%) JIRA
3 2 (1.85%) Team Foundation Server
4 1 (0.93%) RSpec
General
1 34 (31.48%) Finance
2 7 (6.48%) Legal
3 4 (3.70%) Marketing
4 2 (1.85%) Back Office
4 2 (1.85%) Banking
4 2 (1.85%) Law
4 2 (1.85%) Retail
5 1 (0.93%) Billing
5 1 (0.93%) Investment Banking
5 1 (0.93%) Local Government
5 1 (0.93%) Manufacturing
5 1 (0.93%) Retail Banking
5 1 (0.93%) Telecoms
Job Titles
1 43 (39.81%) Analyst
2 30 (27.78%) Developer
3 13 (12.04%) PHP Developer
4 12 (11.11%) Business Analyst
5 10 (9.26%) Data Analyst
5 10 (9.26%) Senior Analyst
6 8 (7.41%) Senior Developer
6 8 (7.41%) SQL Analyst
7 5 (4.63%) Data Manager
7 5 (4.63%) Data Warehouse Developer
7 5 (4.63%) Excel Analyst
7 5 (4.63%) Oracle Analyst
7 5 (4.63%) SAP Analyst
8 4 (3.70%) Commercial Manager
8 4 (3.70%) Consultant
8 4 (3.70%) Contracts Manager
8 4 (3.70%) Portfolio Manager
8 4 (3.70%) Senior Commercial Manager
8 4 (3.70%) Senior Manager
8 4 (3.70%) Senior PHP Developer
Libraries, Frameworks & Software Standards
1 16 (14.81%) CSS
1 16 (14.81%) HTML
2 9 (8.33%) jQuery
3 7 (6.48%) LAMP
4 6 (5.56%) .NET
4 6 (5.56%) Ajax
5 5 (4.63%) ASP.NET
6 4 (3.70%) MDX
7 3 (2.78%) NumPy
8 1 (0.93%) AngularJS
8 1 (0.93%) CodeIgniter
8 1 (0.93%) CSS3
8 1 (0.93%) HTML5
8 1 (0.93%) Laravel
8 1 (0.93%) Ruby on Rails
8 1 (0.93%) Twitter Bootstrap
8 1 (0.93%) WPF
8 1 (0.93%) XML
Miscellaneous
1 18 (16.67%) Analytical Skills
2 12 (11.11%) Visualisation
3 9 (8.33%) Statistics
4 5 (4.63%) Driving Licence
4 5 (4.63%) Management Information System
5 4 (3.70%) Mathematics
6 3 (2.78%) Algorithms
6 3 (2.78%) Data Integration
7 2 (1.85%) Virtual Team
8 1 (0.93%) Applied Mathematics
8 1 (0.93%) Computer Science
8 1 (0.93%) Data Extraction
8 1 (0.93%) Data Structures
8 1 (0.93%) Mobile App
8 1 (0.93%) Reference Data
Operating Systems
1 7 (6.48%) Linux
2 3 (2.78%) Unix
3 2 (1.85%) Solaris
Processes & Methodologies
1 27 (25.00%) Business Intelligence
2 14 (12.96%) Agile Software Development
3 13 (12.04%) Data Modelling
4 12 (11.11%) ETL
4 12 (11.11%) SDLC
5 11 (10.19%) Analytics
5 11 (10.19%) Data Management
6 10 (9.26%) ITIL
6 10 (9.26%) Stakeholder Management
7 9 (8.33%) PRINCE2
8 7 (6.48%) Business Transformation
8 7 (6.48%) Data Protection
8 7 (6.48%) Data Visualisation
8 7 (6.48%) ETL Development
8 7 (6.48%) Mentoring
8 7 (6.48%) Open Source
9 6 (5.56%) Change Management
9 6 (5.56%) People Management
9 6 (5.56%) Waterfall
10 5 (4.63%) Service Management
Programming Languages
1 38 (35.19%) SQL
2 16 (14.81%) JavaScript
3 14 (12.96%) PHP
4 12 (11.11%) T-SQL
5 9 (8.33%) C#
6 7 (6.48%) R
7 5 (4.63%) MATLAB
8 3 (2.78%) VB
8 3 (2.78%) VBA
9 2 (1.85%) Shell Script
10 1 (0.93%) Bash Shell
10 1 (0.93%) C
10 1 (0.93%) C++
10 1 (0.93%) PHP 5
10 1 (0.93%) PL/SQL
10 1 (0.93%) PowerShell
10 1 (0.93%) Python
10 1 (0.93%) Ruby
10 1 (0.93%) XAML
Qualifications
1 15 (13.89%) Degree
2 6 (5.56%) PRINCE2 Certification
3 4 (3.70%) APMP
3 4 (3.70%) MCSA
3 4 (3.70%) MCSE
3 4 (3.70%) Microsoft Certification
4 1 (0.93%) ACCA
4 1 (0.93%) CIMA
4 1 (0.93%) ITIL Certification
Quality Assurance & Compliance
1 9 (8.33%) Data Quality
2 4 (3.70%) QA
3 2 (1.85%) SLA
4 1 (0.93%) ISO/IEC 27001
4 1 (0.93%) Sarbanes-Oxley
Systems Management
1 2 (1.85%) Systems Management Server (SMS)
2 1 (0.93%) cPanel
Vendors
1 19 (17.59%) Microsoft
2 12 (11.11%) Tableau
3 10 (9.26%) Oracle
3 10 (9.26%) SAP
4 6 (5.56%) Sun
4 6 (5.56%) Zend
5 4 (3.70%) MicroStrategy
6 3 (2.78%) Google
7 2 (1.85%) Adobe
7 2 (1.85%) IBM
8 1 (0.93%) Computacenter
8 1 (0.93%) DoubleClick
8 1 (0.93%) Kenshoo
8 1 (0.93%) LANDesk
8 1 (0.93%) Marin
8 1 (0.93%) Sage
8 1 (0.93%) Teradata
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £40000.00 per annum + Benefits
Posted: 2 days ago
Wakefield, West Yorkshire
QUANTICA
Salary: £35000 - £45000 per annum
Posted: 22 hours ago
Sheffield
Hays Specialist Recruitment
Salary: £20166.00 - £23166.00 per annum + Public Sector benefits
Posted: 8 days ago
Leeds, West Yorkshire
FT Select
Salary: From £50,000 to £60,000 per annum + £6,600 car allowance + benefits
Posted: 3 days ago