The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Yorkshire / West Yorkshire
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 133 157 125
Rank change year-on-year +24 -32  
Permanent jobs citing Data Analysis 57 46 93
As % of all permanent IT jobs advertised in West Yorkshire 1.58% 1.04% 1.84%
As % of the Processes & Methodologies category 1.75% 1.16% 2.06%
Number of salaries quoted 53 43 77
Median salary £45,000 £30,000 £33,000
Median salary % change year-on-year +50.00% -9.09%  
90% offered a salary of more than £33,000 £25,000 £27,500
10% offered a salary of more than £51,500 £38,700 £45,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in West Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
West Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 3266 3974 4516
As % of all permanent IT job vacancies advertised in West Yorkshire 90.42% 89.69% 89.51%
Number of salaries quoted 2905 3271 3550
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £31,300 £30,000 £30,000
10% offered a salary of more than £60,000 £57,800 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West Yorkshire citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in West Yorkshire

Data Analysis
Salary Trend in West Yorkshire

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

Salary trend for Data Analysis in West Yorkshire

Data Analysis
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Analysis in West Yorkshire over the 3 months to 30 March 2017.

Salary histogram for Data Analysis in West Yorkshire

Data Analysis
Job Locations in West 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 West Yorkshire region over the 3 months to 30 March 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
Leeds +27 47 £45,000 +50.00% 7
Bradford +11 6 £43,750 +32.57% 1
Wakefield +8 6 £45,000 +63.63%
Data Analysis
Yorkshire

For the 6 months to 30 March 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 West Yorkshire region with a requirement for Data Analysis.

1 32 (35.56%) Analytical Skills
2 31 (34.44%) SQL
3 29 (32.22%) MS Excel
4 27 (30.00%) Business Intelligence
5 26 (28.89%) Finance
6 20 (22.22%) SQL Server
7 18 (20.00%) Analytics
8 17 (18.89%) Tableau
8 17 (18.89%) Microsoft
9 16 (17.78%) JavaScript
9 16 (17.78%) Stakeholder Management
10 14 (15.56%) Data Warehouse
10 14 (15.56%) QlikView
11 13 (14.44%) Visualisation
11 13 (14.44%) SAS
12 12 (13.33%) PHP
12 12 (13.33%) HTML
12 12 (13.33%) MySQL
12 12 (13.33%) CSS
12 12 (13.33%) Open Source
12 12 (13.33%) Data Visualisation
12 12 (13.33%) Power BI
13 11 (12.22%) SDLC
13 11 (12.22%) LAMP
13 11 (12.22%) Ajax
13 11 (12.22%) Apache
13 11 (12.22%) Linux
13 11 (12.22%) SPSS
14 10 (11.11%) Data Modelling
14 10 (11.11%) Business Analysis

Data Analysis
Co-occurring IT Skills in West 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 13 (14.44%) SAS
2 11 (12.22%) Apache
3 4 (4.44%) nginx
4 1 (1.11%) ColdFusion
4 1 (1.11%) SharePoint
Applications
1 29 (32.22%) MS Excel
2 11 (12.22%) SPSS
3 4 (4.44%) MS Office
4 2 (2.22%) MS Project
Business Applications
1 7 (7.78%) SAP S/4HANA
2 5 (5.56%) SAP BPC
3 2 (2.22%) Primavera
3 2 (2.22%) SAP HR
4 1 (1.11%) Dynamics CRM
4 1 (1.11%) Infor CRM
Cloud Services
1 4 (4.44%) Cloud Computing
1 4 (4.44%) Google Analytics
2 1 (1.11%) Adobe Analytics
Database & Business Intelligence
1 20 (22.22%) SQL Server
2 14 (15.56%) Data Warehouse
2 14 (15.56%) QlikView
3 12 (13.33%) MySQL
3 12 (13.33%) Power BI
4 7 (7.78%) SQL Server Reporting Services
5 5 (5.56%) SQL Server Integration Services
6 4 (4.44%) Data Mining
6 4 (4.44%) MS Access
7 3 (3.33%) RDBMS
7 3 (3.33%) Relational Database
7 3 (3.33%) SQL Server 2012
7 3 (3.33%) SQL Server Analysis Services
8 2 (2.22%) BusinessObjects
8 2 (2.22%) SAP HANA
8 2 (2.22%) SQL Server 2014
8 2 (2.22%) SQL Server 2016
9 1 (1.11%) Big Data
9 1 (1.11%) DTS
9 1 (1.11%) Microsoft Power View
Development Applications
1 4 (4.44%) Team Foundation Server
2 1 (1.11%) Git (software)
General
1 26 (28.89%) Finance
2 10 (11.11%) Retail
3 9 (10.00%) Legal
4 4 (4.44%) Law
4 4 (4.44%) Marketing
Job Titles
1 47 (52.22%) Analyst
2 32 (35.56%) Developer
3 17 (18.89%) Business Analyst
4 14 (15.56%) Senior Analyst
5 12 (13.33%) PHP Developer
5 12 (13.33%) Senior Developer
6 10 (11.11%) Data Analyst
6 10 (11.11%) Senior PHP Developer
7 8 (8.89%) Excel Analyst
8 7 (7.78%) Data Insight Analyst
8 7 (7.78%) Insight Analyst
8 7 (7.78%) Insight Data Analyst
8 7 (7.78%) SAP Analyst
8 7 (7.78%) SQL Analyst
8 7 (7.78%) SQL Data Analyst
9 6 (6.67%) C# Developer
9 6 (6.67%) Salesforce Developer
9 6 (6.67%) SPSS Analyst
9 6 (6.67%) SPSS Data Analyst
10 5 (5.56%) .NET Developer
Libraries, Frameworks & Software Standards
1 12 (13.33%) CSS
1 12 (13.33%) HTML
2 11 (12.22%) Ajax
2 11 (12.22%) LAMP
3 7 (7.78%) .NET
4 6 (6.67%) ASP.NET
5 5 (5.56%) AngularJS
6 4 (4.44%) LEMP Stack
7 2 (2.22%) .NET Framework
7 2 (2.22%) ASP.NET MVC
7 2 (2.22%) ASP.NET Web API
7 2 (2.22%) Entity Framework
7 2 (2.22%) Web Services
8 1 (1.11%) CodeIgniter
8 1 (1.11%) jQuery
8 1 (1.11%) Laravel
8 1 (1.11%) Twitter Bootstrap
Miscellaneous
1 32 (35.56%) Analytical Skills
2 10 (11.11%) Linux Command Line
3 7 (7.78%) Driving Licence
4 4 (4.44%) Computer Science
4 4 (4.44%) User Experience
5 3 (3.33%) Management Information System
6 2 (2.22%) NHS
7 1 (1.11%) Data Structures
7 1 (1.11%) iPad
Operating Systems
1 11 (12.22%) Linux
Processes & Methodologies
1 27 (30.00%) Business Intelligence
2 18 (20.00%) Analytics
3 16 (17.78%) Stakeholder Management
4 13 (14.44%) Visualisation
5 12 (13.33%) Data Visualisation
5 12 (13.33%) Open Source
6 11 (12.22%) SDLC
7 10 (11.11%) Business Analysis
7 10 (11.11%) Data Modelling
7 10 (11.11%) Mathematics
8 9 (10.00%) PRINCE2
9 8 (8.89%) Agile Software Development
9 8 (8.89%) Systems Analysis
10 7 (7.78%) Business Transformation
10 7 (7.78%) ITIL
10 7 (7.78%) Mentoring
10 7 (7.78%) SAP Implementation
11 6 (6.67%) Data Deduplication
11 6 (6.67%) MVC
11 6 (6.67%) Stakeholder Engagement
Programming Languages
1 31 (34.44%) SQL
2 16 (17.78%) JavaScript
3 12 (13.33%) PHP
4 7 (7.78%) T-SQL
5 6 (6.67%) Apex Code
5 6 (6.67%) C#
6 5 (5.56%) VBA
7 2 (2.22%) VB
8 1 (1.11%) PHP 5
8 1 (1.11%) PowerShell
Qualifications
1 5 (5.56%) Degree
1 5 (5.56%) ISEB
Quality Assurance & Compliance
1 1 (1.11%) Data Quality
1 1 (1.11%) SLA
Systems Management
1 2 (2.22%) Systems Management Server (SMS)
Vendors
1 17 (18.89%) Microsoft
1 17 (18.89%) Tableau
2 9 (10.00%) SAP
3 6 (6.67%) Salesforce.com
4 4 (4.44%) Google
4 4 (4.44%) Oracle
5 3 (3.33%) DoubleClick
5 3 (3.33%) Kenshoo
5 3 (3.33%) Marin
6 1 (1.11%) Adobe
6 1 (1.11%) LANDesk
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £60000 per annum + Bonus + Benefits
Posted: 5 hours ago
Leeds
Churchill Frank
Salary: £37000 - £46000 per annum + benefits
Posted: 3 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 6 days ago
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £45000.00 - £50000.00 per annum
Posted: 2 days ago
Bradford, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 per annum
Posted: 6 days ago
Leeds
Churchill Frank
Salary: £30000 - £40000 per annum + Company Benefits
Posted: 22 days ago
Leeds
The SmartList
Posted: 13 days ago
Huddersfield
Nigel Frank International Ltd
Salary: £25000 - £40000 per annum
Posted: 24 days ago