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

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Analysis
England / Yorkshire
Rank 167 194 176
Rank change year-on-year
+27 -18
Permanent jobs citing Data Analysis 58 51 89
As % of all permanent IT jobs located in Yorkshire 1.11% 0.80% 1.24%
As % of the Processes & Methodologies category 1.24% 0.92% 1.39%
Number of salaries quoted 46 43 66
Median salary £40,000 £30,000 £34,500
Median salary % change year-on-year
+33.33% -13.04%
90% offered a salary of more than £33,250 £21,700 £29,750
10% offered a salary of more than £48,000 £36,228 £45,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +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 Yorkshire region.

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
4671 5556 6395
As % of all permanent IT jobs located in Yorkshire 89.55% 87.66% 89.34%
Number of salaries quoted 3997 4628 5237
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £61,000
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 21 February 2017.

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 21 February 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
West Yorkshire +37 48 £40,000 +33.33% 9
South Yorkshire +6 8 £30,000 +30.43% 4
North Yorkshire - 3 £33,825 -
East Yorkshire - 2 - -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in Yorkshire

For the 6 months to 21 February 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 Yorkshire region with a requirement for Data Analysis.

1 47 (43.12%) SQL
2 37 (33.94%) Analytical Skills
3 35 (32.11%) Finance
4 28 (25.69%) Business Intelligence
5 25 (22.94%) SQL Server
6 23 (21.10%) MS Excel
7 22 (20.18%) JavaScript
8 21 (19.27%) Analytics
9 16 (14.68%) QlikView
10 15 (13.76%) PHP
10 15 (13.76%) HTML
10 15 (13.76%) CSS
10 15 (13.76%) Data Warehouse
10 15 (13.76%) SAS
10 15 (13.76%) Microsoft
11 14 (12.84%) Tableau
12 12 (11.01%) Mathematics
12 12 (11.01%) SDLC
13 11 (10.09%) SQL Server Reporting Services
13 11 (10.09%) Visualisation
13 11 (10.09%) Data Modelling
13 11 (10.09%) T-SQL
13 11 (10.09%) Stakeholder Management
14 10 (9.17%) Legal
14 10 (9.17%) .NET
14 10 (9.17%) MySQL
14 10 (9.17%) SAP
14 10 (9.17%) Data Visualisation
14 10 (9.17%) Degree
15 9 (8.26%) Machine Learning

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 15 (13.76%) SAS
2 8 (7.34%) Apache
3 3 (2.75%) IBM Notes
4 2 (1.83%) SharePoint
5 1 (0.92%) Apache Spark
5 1 (0.92%) ColdFusion
Applications
1 23 (21.10%) MS Excel
2 7 (6.42%) SPSS
3 4 (3.67%) MS PowerPoint
3 4 (3.67%) MS Visio
4 3 (2.75%) MS Project
5 2 (1.83%) MS Office
5 2 (1.83%) Spreadsheet
Business Applications
1 6 (5.50%) SAP S/4HANA
2 5 (4.59%) SAP BPC
3 2 (1.83%) Primavera
4 1 (0.92%) Dynamics AX
4 1 (0.92%) Dynamics CRM
4 1 (0.92%) Infor CRM
4 1 (0.92%) Oracle Applications
4 1 (0.92%) SAP HR
Cloud Services
1 6 (5.50%) Cloud Computing
1 6 (5.50%) SaaS
2 4 (3.67%) Google Analytics
3 2 (1.83%) PaaS
4 1 (0.92%) Adobe Analytics
Database & Business Intelligence
1 25 (22.94%) SQL Server
2 16 (14.68%) QlikView
3 15 (13.76%) Data Warehouse
4 11 (10.09%) SQL Server Reporting Services
5 10 (9.17%) MySQL
6 9 (8.26%) Power BI
7 8 (7.34%) SQL Server Integration Services
8 7 (6.42%) Hadoop
9 6 (5.50%) BusinessObjects
9 6 (5.50%) SQL Server 2012
10 4 (3.67%) Big Data
10 4 (3.67%) Relational Database
10 4 (3.67%) Spotfire
11 3 (2.75%) MongoDB
11 3 (2.75%) RDBMS
11 3 (2.75%) SQL Server 2008
12 2 (1.83%) BusinessObjects Web Intelligence
12 2 (1.83%) BusinessObjects XI
12 2 (1.83%) Crystal Reports
12 2 (1.83%) MS Access
Development Applications
1 7 (6.42%) Git (software)
2 1 (0.92%) Team Foundation Server
General
1 35 (32.11%) Finance
2 10 (9.17%) Legal
3 9 (8.26%) Retail
4 4 (3.67%) Banking
4 4 (3.67%) Marketing
5 3 (2.75%) Law
5 3 (2.75%) Private Banking
5 3 (2.75%) Retail Banking
6 2 (1.83%) Back Office
7 1 (0.92%) Billing
7 1 (0.92%) Investment Banking
7 1 (0.92%) Local Government
7 1 (0.92%) Manufacturing
7 1 (0.92%) Telecoms
Job Titles
1 54 (49.54%) Analyst
2 38 (34.86%) Developer
3 15 (13.76%) PHP Developer
4 14 (12.84%) Business Analyst
4 14 (12.84%) Data Analyst
5 11 (10.09%) Senior Developer
5 11 (10.09%) SQL Analyst
6 10 (9.17%) Senior Analyst
7 8 (7.34%) Excel Analyst
8 7 (6.42%) C# Developer
8 7 (6.42%) Senior PHP Developer
9 6 (5.50%) .NET Developer
9 6 (5.50%) Angular Developer
9 6 (5.50%) Business Intelligence Analyst
9 6 (5.50%) C# .NET Developer
9 6 (5.50%) Consultant
9 6 (5.50%) JavaScript Developer
9 6 (5.50%) SAP Analyst
10 5 (4.59%) Data Insight Analyst
10 5 (4.59%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 15 (13.76%) CSS
1 15 (13.76%) HTML
2 10 (9.17%) .NET
3 9 (8.26%) ASP.NET
4 8 (7.34%) Ajax
4 8 (7.34%) LAMP
5 7 (6.42%) AngularJS
5 7 (6.42%) jQuery
6 3 (2.75%) ASP.NET MVC
7 2 (1.83%) .NET Framework
7 2 (1.83%) ASP.NET Web API
7 2 (1.83%) Entity Framework
7 2 (1.83%) NumPy
7 2 (1.83%) Web Services
8 1 (0.92%) ASP.NET MVC 5
8 1 (0.92%) CodeIgniter
8 1 (0.92%) Laravel
8 1 (0.92%) Twitter Bootstrap
Miscellaneous
1 37 (33.94%) Analytical Skills
2 7 (6.42%) Computer Science
2 7 (6.42%) Linux Command Line
3 6 (5.50%) Driving Licence
3 6 (5.50%) User Experience
4 2 (1.83%) Algorithms
4 2 (1.83%) Management Information System
4 2 (1.83%) NHS
4 2 (1.83%) Virtual Team
5 1 (0.92%) Data Structures
Operating Systems
1 9 (8.26%) Linux
2 2 (1.83%) Solaris
2 2 (1.83%) Unix
3 1 (0.92%) Windows
Processes & Methodologies
1 28 (25.69%) Business Intelligence
2 21 (19.27%) Analytics
3 12 (11.01%) Mathematics
3 12 (11.01%) SDLC
4 11 (10.09%) Data Modelling
4 11 (10.09%) Stakeholder Management
4 11 (10.09%) Visualisation
5 10 (9.17%) Data Visualisation
6 9 (8.26%) Machine Learning
6 9 (8.26%) Open Source
7 7 (6.42%) Data Protection
7 7 (6.42%) ETL
7 7 (6.42%) MVC
7 7 (6.42%) Programme Management
7 7 (6.42%) Risk Management
8 6 (5.50%) Asset Management
8 6 (5.50%) ITIL
8 6 (5.50%) SAP Implementation
8 6 (5.50%) SOA
8 6 (5.50%) Test Automation
Programming Languages
1 47 (43.12%) SQL
2 22 (20.18%) JavaScript
3 15 (13.76%) PHP
4 11 (10.09%) T-SQL
5 9 (8.26%) C#
6 5 (4.59%) R
6 5 (4.59%) VB
7 4 (3.67%) MATLAB
8 2 (1.83%) Shell Script
8 2 (1.83%) VBA
9 1 (0.92%) Apex Code
9 1 (0.92%) PHP 5
9 1 (0.92%) PL/SQL
9 1 (0.92%) PowerShell
9 1 (0.92%) Python
Qualifications
1 10 (9.17%) Degree
2 2 (1.83%) ISEB
3 1 (0.92%) ACCA
3 1 (0.92%) CIMA
3 1 (0.92%) CISA
3 1 (0.92%) CISM
3 1 (0.92%) CISSP
3 1 (0.92%) Security Cleared
Quality Assurance & Compliance
1 2 (1.83%) Actionable Recommendations
1 2 (1.83%) Data Quality
1 2 (1.83%) QA
2 1 (0.92%) Sarbanes-Oxley
2 1 (0.92%) SLA
Systems Management
1 2 (1.83%) Systems Management Server (SMS)
Vendors
1 15 (13.76%) Microsoft
2 14 (12.84%) Tableau
3 10 (9.17%) SAP
4 8 (7.34%) Oracle
5 6 (5.50%) Zend
6 4 (3.67%) Google
6 4 (3.67%) Teradata
7 3 (2.75%) Lotus
8 2 (1.83%) Sun
9 1 (0.92%) Adobe
9 1 (0.92%) Computacenter
9 1 (0.92%) DoubleClick
9 1 (0.92%) Kenshoo
9 1 (0.92%) LANDesk
9 1 (0.92%) Marin
9 1 (0.92%) Salesforce.com
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £50000.00 per annum + Benefits
Posted: 21 hours ago
Leeds, West Yorkshire
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Salary: £30000 - £45000 per annum + benefits
Posted: 17 hours ago
Barnsley, South Yorkshire
Energize Recruitment Solutions Ltd
Salary: £25000 - £32000 per annum + Flexi-time + a range of benefits
Posted: 4 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £45000 per annum
Posted: 18 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £60000 per annum + Bonus + Benefits
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Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £40000 per annum
Posted: 6 days ago
Wakefield, West Yorkshire
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Salary: From £35,000 to £45,000 per annum + Benefits
Posted: Yesterday
City, Leeds
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Posted: 4 days ago
Leeds, West Yorkshire
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Salary: £25000 - £30000 per annum + Fantastic Bens
Posted: 5 days ago
Rotherham, Yorkshire
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Sheffield
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