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

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Analysis
England / Yorkshire
Rank 171 196 202
Rank change year-on-year
+25 +6
Permanent jobs citing Data Analysis 54 57 65
As % of all permanent IT jobs located in Yorkshire 1.07% 0.94% 0.94%
As % of the Processes & Methodologies category 1.19% 1.06% 1.05%
Number of salaries quoted 42 45 45
Median salary £40,000 £30,000 £33,000
Median salary % change year-on-year
+33.33% -9.09%
90% offered a salary of more than £32,500 £21,200 £25,000
10% offered a salary of more than £48,000 £37,114 £42,000
UK excluding London median salary £41,250 £40,000 £37,500
% change year-on-year
+3.12% +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
4522 5363 6166
As % of all permanent IT jobs located in Yorkshire 89.21% 88.19% 89.31%
Number of salaries quoted 3862 4457 5053
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £29,500 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £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 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 22 January 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 22 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
West Yorkshire +32 36 £40,000 +33.33% 8
South Yorkshire -4 13 £37,500 +40.18% 1
North Yorkshire +9 7 £33,000 -12.00%
East Yorkshire +4 3 - -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in Yorkshire

For the 6 months to 22 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 Yorkshire region with a requirement for Data Analysis.

1 41 (37.27%) Finance
2 40 (36.36%) SQL
3 28 (25.45%) Analytical Skills
4 25 (22.73%) Business Intelligence
5 21 (19.09%) JavaScript
6 20 (18.18%) SQL Server
7 18 (16.36%) MS Excel
7 18 (16.36%) Data Warehouse
8 17 (15.45%) Degree
9 16 (14.55%) CSS
9 16 (14.55%) PHP
9 16 (14.55%) HTML
10 14 (12.73%) Microsoft
10 14 (12.73%) Analytics
10 14 (12.73%) SDLC
11 12 (10.91%) SAS
11 12 (10.91%) Stakeholder Management
12 11 (10.00%) Legal
12 11 (10.00%) Agile Software Development
12 11 (10.00%) MySQL
13 10 (9.09%) ETL
13 10 (9.09%) Data Modelling
13 10 (9.09%) SQL Server Reporting Services
13 10 (9.09%) Open Source
14 9 (8.18%) Visualisation
14 9 (8.18%) Tableau
14 9 (8.18%) Ajax
14 9 (8.18%) LAMP
14 9 (8.18%) Oracle
14 9 (8.18%) SAP

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 12 (10.91%) SAS
2 9 (8.18%) Apache
3 3 (2.73%) IBM Notes
4 2 (1.82%) SharePoint
5 1 (0.91%) Apache Spark
5 1 (0.91%) ColdFusion
5 1 (0.91%) WebSphere
5 1 (0.91%) WebSphere Application Server
5 1 (0.91%) WebSphere Process Server
Applications
1 18 (16.36%) MS Excel
2 6 (5.45%) MS PowerPoint
2 6 (5.45%) MS Visio
3 4 (3.64%) MS Project
3 4 (3.64%) SPSS
4 3 (2.73%) Spreadsheet
5 2 (1.82%) MS Office
Business Applications
1 5 (4.55%) SAP BPC
2 2 (1.82%) Primavera
3 1 (0.91%) Dynamics CRM
3 1 (0.91%) Infor CRM
3 1 (0.91%) Oracle Applications
Cloud Services
1 6 (5.45%) SaaS
2 5 (4.55%) Cloud Computing
3 2 (1.82%) Google Analytics
3 2 (1.82%) PaaS
Database & Business Intelligence
1 20 (18.18%) SQL Server
2 18 (16.36%) Data Warehouse
3 11 (10.00%) MySQL
4 10 (9.09%) SQL Server Reporting Services
5 7 (6.36%) BusinessObjects
5 7 (6.36%) Hadoop
6 6 (5.45%) QlikView
7 5 (4.55%) SAP HANA
8 4 (3.64%) Oracle Database
8 4 (3.64%) Power BI
8 4 (3.64%) Spotfire
8 4 (3.64%) SQL Server Integration Services
9 3 (2.73%) Big Data
9 3 (2.73%) MongoDB
9 3 (2.73%) Relational Database
9 3 (2.73%) SQL Server 2008
9 3 (2.73%) SQL Server 2012
10 2 (1.82%) Apache Cassandra
10 2 (1.82%) HBase
10 2 (1.82%) NoSQL
Development Applications
1 7 (6.36%) Git (software)
2 2 (1.82%) Team Foundation Server
General
1 41 (37.27%) Finance
2 11 (10.00%) Legal
3 6 (5.45%) Retail
4 5 (4.55%) Marketing
5 4 (3.64%) Banking
6 3 (2.73%) Private Banking
6 3 (2.73%) Retail Banking
7 2 (1.82%) Back Office
7 2 (1.82%) Law
7 2 (1.82%) Local Government
8 1 (0.91%) Billing
8 1 (0.91%) Investment Banking
8 1 (0.91%) Manufacturing
8 1 (0.91%) Telecoms
Job Titles
1 51 (46.36%) Analyst
2 32 (29.09%) Developer
3 16 (14.55%) Data Analyst
3 16 (14.55%) PHP Developer
4 13 (11.82%) Business Analyst
5 11 (10.00%) Senior Analyst
5 11 (10.00%) Senior Developer
6 8 (7.27%) Senior PHP Developer
6 8 (7.27%) SQL Analyst
7 6 (5.45%) Consultant
8 5 (4.55%) Angular Developer
8 5 (4.55%) Business Intelligence Analyst
8 5 (4.55%) Excel Analyst
8 5 (4.55%) JavaScript Developer
8 5 (4.55%) SAP Analyst
9 4 (3.64%) Business Intelligence Business Analyst
9 4 (3.64%) Contracts Manager
9 4 (3.64%) Data Manager
9 4 (3.64%) SAS Analyst
9 4 (3.64%) Senior Commercial Manager
Libraries, Frameworks & Software Standards
1 16 (14.55%) CSS
1 16 (14.55%) HTML
2 9 (8.18%) Ajax
2 9 (8.18%) LAMP
3 7 (6.36%) jQuery
4 6 (5.45%) .NET
4 6 (5.45%) AngularJS
5 5 (4.55%) ASP.NET
6 2 (1.82%) NumPy
7 1 (0.91%) CodeIgniter
7 1 (0.91%) Laravel
7 1 (0.91%) Twitter Bootstrap
Miscellaneous
1 28 (25.45%) Analytical Skills
2 9 (8.18%) Visualisation
3 8 (7.27%) Mathematics
4 6 (5.45%) Computer Science
5 5 (4.55%) Driving Licence
5 5 (4.55%) Management Information System
5 5 (4.55%) Statistics
5 5 (4.55%) User Experience
6 3 (2.73%) Data Integration
7 2 (1.82%) Algorithms
7 2 (1.82%) NHS
7 2 (1.82%) Virtual Team
8 1 (0.91%) Applied Mathematics
8 1 (0.91%) Data Extraction
8 1 (0.91%) Data Structures
8 1 (0.91%) Economics
8 1 (0.91%) Psychology
8 1 (0.91%) Reference Data
Operating Systems
1 9 (8.18%) Linux
2 2 (1.82%) Solaris
2 2 (1.82%) Unix
Processes & Methodologies
1 25 (22.73%) Business Intelligence
2 14 (12.73%) Analytics
2 14 (12.73%) SDLC
3 12 (10.91%) Stakeholder Management
4 11 (10.00%) Agile Software Development
5 10 (9.09%) Data Modelling
5 10 (9.09%) ETL
5 10 (9.09%) Open Source
6 9 (8.18%) ITIL
7 8 (7.27%) Data Management
7 8 (7.27%) Data Visualisation
7 8 (7.27%) Machine Learning
7 8 (7.27%) PRINCE2
8 7 (6.36%) Business Transformation
9 6 (5.45%) Asset Management
9 6 (5.45%) Change Management
9 6 (5.45%) Data Protection
9 6 (5.45%) Data Transformation
9 6 (5.45%) People Management
9 6 (5.45%) Programme Management
Programming Languages
1 40 (36.36%) SQL
2 21 (19.09%) JavaScript
3 16 (14.55%) PHP
4 8 (7.27%) T-SQL
5 6 (5.45%) R
6 5 (4.55%) C#
7 4 (3.64%) MATLAB
8 3 (2.73%) VB
9 2 (1.82%) Shell Script
9 2 (1.82%) VBA
10 1 (0.91%) PHP 5
10 1 (0.91%) PL/SQL
10 1 (0.91%) PowerShell
10 1 (0.91%) Python
Qualifications
1 17 (15.45%) Degree
2 6 (5.45%) PRINCE2 Certification
3 4 (3.64%) APMP
4 1 (0.91%) ACCA
4 1 (0.91%) CIMA
4 1 (0.91%) Security Cleared
Quality Assurance & Compliance
1 7 (6.36%) Data Quality
2 4 (3.64%) QA
3 2 (1.82%) Actionable Recommendations
4 1 (0.91%) Sarbanes-Oxley
4 1 (0.91%) SLA
Systems Management
1 2 (1.82%) Systems Management Server (SMS)
Vendors
1 14 (12.73%) Microsoft
2 9 (8.18%) Oracle
2 9 (8.18%) SAP
2 9 (8.18%) Tableau
3 6 (5.45%) Zend
4 4 (3.64%) Teradata
5 3 (2.73%) Lotus
6 2 (1.82%) Google
6 2 (1.82%) IBM
6 2 (1.82%) Sun
7 1 (0.91%) Computacenter
7 1 (0.91%) LANDesk
Leeds, West Yorkshire
Churchill Frank
Salary: £25000 - £35000 per annum + bonus, pension
Posted: 3 days ago
Leeds, West Yorkshire
Oliver James Associates
Salary: £30000 - £35000 per annum
Posted: 3 days ago
West Yorkshire
Rullion IT Plus
Posted: 2 days ago
Leeds, West Yorkshire
Searchability
Salary: £30000 - £40000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £37500.00 per annum + Benefits
Posted: 6 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £55000.00 - £60000.00 per annum + Car + Benefits
Posted: 5 days ago
Leeds
Recruitment Genius Ltd
Salary: £45000 - £50000 per annum
Posted: 3 days ago