The following table provides summary statistics for permanent job vacancies advertised in 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Analysis
England / Yorkshire
Rank 167 193 156
Rank change year-on-year +26 -37  
Permanent jobs citing Data Analysis 71 58 113
As % of all permanent IT jobs advertised in Yorkshire 1.34% 0.89% 1.52%
As % of the Processes & Methodologies category 1.48% 1.01% 1.69%
Number of salaries quoted 60 52 95
Median salary £42,500 £30,000 £33,000
Median salary % change year-on-year +41.66% -9.09%  
90% offered a salary of more than £31,600 £25,000 £27,500
10% offered a salary of more than £52,250 £39,900 £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 Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4796 5741 6687
As % of all permanent IT job vacancies advertised in Yorkshire 90.63% 88.26% 90.05%
Number of salaries quoted 4176 4756 5366
Median salary £44,500 £42,000 £40,000
Median salary % change year-on-year +5.95% +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 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in 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 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 in Yorkshire.

Salary trend for Data Analysis in Yorkshire

Data Analysis
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Analysis in Yorkshire over the 3 months to 26 March 2017.

Salary histogram for Data Analysis 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 26 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
West Yorkshire +35 58 £42,500 +45.29% 12
South Yorkshire +12 7 £40,000 +6.66% 3
North Yorkshire +11 3 £29,025 +16.10% 1
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in Yorkshire

For the 6 months to 26 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 Yorkshire region with a requirement for Data Analysis.

1 50 (42.37%) SQL
2 46 (38.98%) Analytical Skills
3 35 (29.66%) Finance
4 34 (28.81%) MS Excel
5 33 (27.97%) Business Intelligence
6 30 (25.42%) SQL Server
7 26 (22.03%) Analytics
8 22 (18.64%) Microsoft
9 21 (17.80%) JavaScript
10 20 (16.95%) Data Warehouse
10 20 (16.95%) SAS
11 19 (16.10%) QlikView
12 18 (15.25%) Tableau
13 16 (13.56%) Data Modelling
13 16 (13.56%) Stakeholder Management
14 15 (12.71%) Power BI
15 14 (11.86%) PHP
15 14 (11.86%) HTML
15 14 (11.86%) CSS
15 14 (11.86%) Open Source
15 14 (11.86%) Degree
15 14 (11.86%) SQL Server Reporting Services
16 13 (11.02%) Business Analysis
16 13 (11.02%) Visualisation
16 13 (11.02%) SPSS
16 13 (11.02%) Retail
16 13 (11.02%) SDLC
17 12 (10.17%) Legal
17 12 (10.17%) Agile Software Development
17 12 (10.17%) T-SQL

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 20 (16.95%) SAS
2 10 (8.47%) Apache
3 3 (2.54%) IBM Notes
3 3 (2.54%) nginx
4 2 (1.69%) SharePoint
5 1 (0.85%) ColdFusion
Applications
1 34 (28.81%) MS Excel
2 13 (11.02%) SPSS
3 3 (2.54%) MS Office
3 3 (2.54%) MS PowerPoint
3 3 (2.54%) MS Visio
4 2 (1.69%) MS Project
5 1 (0.85%) Spreadsheet
Business Applications
1 7 (5.93%) SAP S/4HANA
2 5 (4.24%) SAP BPC
3 3 (2.54%) Dynamics CRM
4 2 (1.69%) Primavera
4 2 (1.69%) SAP HR
5 1 (0.85%) Dynamics AX
5 1 (0.85%) Infor CRM
5 1 (0.85%) Oracle Applications
Cloud Services
1 7 (5.93%) Cloud Computing
2 4 (3.39%) Google Analytics
3 3 (2.54%) SaaS
4 1 (0.85%) Adobe Analytics
4 1 (0.85%) PaaS
Database & Business Intelligence
1 30 (25.42%) SQL Server
2 20 (16.95%) Data Warehouse
3 19 (16.10%) QlikView
4 15 (12.71%) Power BI
5 14 (11.86%) SQL Server Reporting Services
6 11 (9.32%) MySQL
6 11 (9.32%) SQL Server Integration Services
7 8 (6.78%) SQL Server 2012
8 6 (5.08%) BusinessObjects
8 6 (5.08%) MS Access
9 5 (4.24%) Hadoop
9 5 (4.24%) SQL Server Analysis Services
10 4 (3.39%) Data Mining
10 4 (3.39%) Relational Database
10 4 (3.39%) Spotfire
11 3 (2.54%) Qlik Sense
11 3 (2.54%) RDBMS
11 3 (2.54%) SQL Server 2008
12 2 (1.69%) Big Data
12 2 (1.69%) SAP HANA
Development Applications
1 4 (3.39%) Git (software)
1 4 (3.39%) Team Foundation Server
General
1 35 (29.66%) Finance
2 13 (11.02%) Retail
3 12 (10.17%) Legal
4 5 (4.24%) Marketing
5 4 (3.39%) Banking
5 4 (3.39%) Law
6 3 (2.54%) Private Banking
6 3 (2.54%) Retail Banking
7 2 (1.69%) Back Office
8 1 (0.85%) Investment Banking
8 1 (0.85%) Local Government
8 1 (0.85%) Telecoms
Job Titles
1 58 (49.15%) Analyst
2 45 (38.14%) Developer
3 18 (15.25%) Business Analyst
4 14 (11.86%) Data Analyst
4 14 (11.86%) PHP Developer
4 14 (11.86%) Senior Analyst
5 13 (11.02%) Senior Developer
6 10 (8.47%) SQL Analyst
7 9 (7.63%) Excel Analyst
7 9 (7.63%) Senior PHP Developer
8 7 (5.93%) Angular Developer
8 7 (5.93%) Data Insight Analyst
8 7 (5.93%) Insight Analyst
8 7 (5.93%) Insight Data Analyst
8 7 (5.93%) JavaScript Developer
8 7 (5.93%) SAP Analyst
8 7 (5.93%) SQL Data Analyst
9 6 (5.08%) Data Scientist
9 6 (5.08%) SPSS Analyst
9 6 (5.08%) SPSS Data Analyst
Libraries, Frameworks & Software Standards
1 14 (11.86%) CSS
1 14 (11.86%) HTML
2 10 (8.47%) Ajax
2 10 (8.47%) LAMP
3 9 (7.63%) .NET
4 8 (6.78%) AngularJS
4 8 (6.78%) ASP.NET
5 4 (3.39%) jQuery
6 3 (2.54%) LEMP Stack
7 2 (1.69%) .NET Framework
7 2 (1.69%) ASP.NET MVC
7 2 (1.69%) ASP.NET Web API
7 2 (1.69%) Entity Framework
7 2 (1.69%) MDX
7 2 (1.69%) Web Services
8 1 (0.85%) CodeIgniter
8 1 (0.85%) COM
8 1 (0.85%) Laravel
8 1 (0.85%) NumPy
8 1 (0.85%) Twitter Bootstrap
Miscellaneous
1 46 (38.98%) Analytical Skills
2 9 (7.63%) Linux Command Line
3 8 (6.78%) Computer Science
4 7 (5.93%) Driving Licence
4 7 (5.93%) User Experience
5 4 (3.39%) Management Information System
6 3 (2.54%) Data Structures
7 2 (1.69%) NHS
7 2 (1.69%) Virtual Team
8 1 (0.85%) Algorithms
8 1 (0.85%) iPad
8 1 (0.85%) Social Media
Operating Systems
1 11 (9.32%) Linux
2 2 (1.69%) Solaris
2 2 (1.69%) Unix
3 1 (0.85%) Windows
Processes & Methodologies
1 33 (27.97%) Business Intelligence
2 26 (22.03%) Analytics
3 16 (13.56%) Data Modelling
3 16 (13.56%) Stakeholder Management
4 14 (11.86%) Open Source
5 13 (11.02%) Business Analysis
5 13 (11.02%) SDLC
5 13 (11.02%) Visualisation
6 12 (10.17%) Agile Software Development
6 12 (10.17%) Data Visualisation
6 12 (10.17%) Mathematics
7 9 (7.63%) ETL
7 9 (7.63%) PRINCE2
8 8 (6.78%) Machine Learning
8 8 (6.78%) Programme Management
8 8 (6.78%) Systems Analysis
9 7 (5.93%) Business Transformation
9 7 (5.93%) SAP Implementation
9 7 (5.93%) SOA
9 7 (5.93%) Test Automation
Programming Languages
1 50 (42.37%) SQL
2 21 (17.80%) JavaScript
3 14 (11.86%) PHP
4 12 (10.17%) T-SQL
5 8 (6.78%) C#
6 6 (5.08%) VBA
7 5 (4.24%) Apex Code
8 3 (2.54%) MATLAB
8 3 (2.54%) R
8 3 (2.54%) VB
9 2 (1.69%) Shell Script
10 1 (0.85%) PHP 5
10 1 (0.85%) PL/SQL
10 1 (0.85%) PowerShell
10 1 (0.85%) Python
Qualifications
1 14 (11.86%) Degree
2 5 (4.24%) ISEB
3 1 (0.85%) CISA
3 1 (0.85%) CISM
3 1 (0.85%) CISSP
3 1 (0.85%) Security Cleared
Quality Assurance & Compliance
1 4 (3.39%) Data Quality
2 3 (2.54%) QA
3 2 (1.69%) Actionable Recommendations
4 1 (0.85%) SLA
Systems Management
1 2 (1.69%) Systems Management Server (SMS)
Vendors
1 22 (18.64%) Microsoft
2 18 (15.25%) Tableau
3 11 (9.32%) SAP
4 8 (6.78%) Oracle
5 6 (5.08%) Salesforce.com
6 4 (3.39%) Google
6 4 (3.39%) Teradata
7 3 (2.54%) Lotus
7 3 (2.54%) Zend
8 2 (1.69%) DoubleClick
8 2 (1.69%) Kenshoo
8 2 (1.69%) Marin
8 2 (1.69%) Pega
8 2 (1.69%) Sun
9 1 (0.85%) Adobe
9 1 (0.85%) Brandwatch
9 1 (0.85%) LANDesk
9 1 (0.85%) Sysomos
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 2 days ago
Bradford, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 per annum
Posted: 2 days ago
Leeds
Churchill Frank
Salary: £37000 - £46000 per annum + benefits
Posted: Yesterday
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 5 days ago
South Yorkshire
Computer Futures
Salary: £70000 - £75000 per annum + competitive
Posted: 4 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £60000 per annum + Bonus + Benefits
Posted: 4 days ago
Bradford
Provident Financial Management Services
Salary: £20000 - £28000 per annum + Bonus + Pension & onsite gym
Posted: 18 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £25000 - £30000 per annum + Fantastic Bens
Posted: 6 days ago
Leeds
Churchill Frank
Salary: £30000 - £40000 per annum + Company Benefits
Posted: 18 days ago
Sheffield
Computer Futures
Salary: £65000 - £66000 per annum + bens
Posted: 13 days ago
City, Sheffield
The SmartList
Posted: 6 days ago
Wakefield, West Yorkshire
Cyber Team
Salary: From £35,000 to £45,000 per annum + Benefits
Posted: 5 days ago
Middlesbrough
Hays Specialist Recruitment Ltd
Salary: £24000.00 - £34000.00 per annum
Posted: 27 days ago
Leeds
The SmartList
Posted: 9 days ago
Brinsworth, Yorkshire
The SmartList
Posted: 9 days ago
Huddersfield
Nigel Frank International Ltd
Salary: £25000 - £40000 per annum
Posted: 20 days ago
Leeds
Sky Technology Leeds
Salary: Highly competitive
Posted: 27 days ago