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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 173 200 171
Rank change year-on-year
+27 -29
Permanent jobs citing Data Analysis 55 57 109
As % of all permanent IT jobs located in Yorkshire 0.96% 0.85% 1.46%
As % of the Processes & Methodologies category 1.08% 0.95% 1.71%
Number of salaries quoted 46 38 92
Median salary £42,500 £35,625 £35,000
Median salary % change year-on-year
+19.29% +1.78%
90% offered a salary of more than £28,500 £24,700 £24,000
10% offered a salary of more than £79,000 £52,004 £47,500
UK excluding London median salary £42,000 £40,000 £38,000
% change year-on-year
+5.00% +5.26%
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
5080 6018 6384
As % of all permanent IT jobs located in Yorkshire 88.78% 89.87% 85.66%
Number of salaries quoted 4137 4857 4982
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 £65,000 £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 29 September 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 29 September 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 +13 37 £42,500 +30.76% 7
South Yorkshire +22 13 £35,000 +9.37% 3
North Yorkshire +17 4 £50,000 +53.84% 1
East Yorkshire -6 2 £38,266 -26.11%
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in Yorkshire

For the 6 months to 29 September 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 31 (28.18%) SQL
2 30 (27.27%) Finance
3 27 (24.55%) Agile Software Development
3 27 (24.55%) Business Intelligence
4 23 (20.91%) MS Excel
5 22 (20.00%) SQL Server
5 22 (20.00%) Data Warehouse
6 21 (19.09%) ITIL
7 19 (17.27%) Microsoft
8 16 (14.55%) Analytical Skills
9 14 (12.73%) Management Information System
9 14 (12.73%) Service Management
9 14 (12.73%) Stakeholder Management
9 14 (12.73%) Degree
10 13 (11.82%) Statistics
10 13 (11.82%) Big Data
10 13 (11.82%) Change Management
10 13 (11.82%) MS Office
11 12 (10.91%) Hadoop
11 12 (10.91%) Data Management
11 12 (10.91%) Mentoring
12 11 (10.00%) Visualisation
12 11 (10.00%) R
12 11 (10.00%) CSS
12 11 (10.00%) PRINCE2
12 11 (10.00%) JavaScript
12 11 (10.00%) HTML
13 10 (9.09%) Tableau
13 10 (9.09%) SQL Server Integration Services
14 9 (8.18%) Apache Spark

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 9 (8.18%) Apache Spark
2 6 (5.45%) SAS
3 5 (4.55%) Apache Pig
4 4 (3.64%) Apache
5 1 (0.91%) Joomla!
5 1 (0.91%) WebSphere
5 1 (0.91%) WebSphere Application Server
5 1 (0.91%) WebSphere Process Server
Applications
1 23 (20.91%) MS Excel
2 13 (11.82%) MS Office
3 5 (4.55%) MS PowerPoint
3 5 (4.55%) MS Visio
4 3 (2.73%) MS Project
4 3 (2.73%) Spreadsheet
5 1 (0.91%) Acrobat
5 1 (0.91%) Adobe Illustrator
5 1 (0.91%) Photoshop
5 1 (0.91%) SPSS
Business Applications
1 1 (0.91%) Dynamics CRM
1 1 (0.91%) Magento
Cloud Services
1 4 (3.64%) PaaS
1 4 (3.64%) SaaS
2 2 (1.82%) Google Analytics
3 1 (0.91%) Adobe Analytics
3 1 (0.91%) Google Cloud Platform
Communications & Networking
1 1 (0.91%) DNS
1 1 (0.91%) SMS
Database & Business Intelligence
1 22 (20.00%) Data Warehouse
1 22 (20.00%) SQL Server
2 13 (11.82%) Big Data
3 12 (10.91%) Hadoop
4 10 (9.09%) SQL Server Integration Services
5 9 (8.18%) QlikView
5 9 (8.18%) SQL Server Reporting Services
6 7 (6.36%) MongoDB
7 6 (5.45%) Data Mining
7 6 (5.45%) Power BI
8 5 (4.55%) Apache Hive
8 5 (4.55%) Impala
8 5 (4.55%) MySQL
8 5 (4.55%) SQL Server 2012
8 5 (4.55%) SQL Server Analysis Services
9 4 (3.64%) Biml
9 4 (3.64%) BusinessObjects
9 4 (3.64%) SQL Server 2014
10 3 (2.73%) HBase
10 3 (2.73%) HDInsight
Development Applications
1 8 (7.27%) Git (software)
2 4 (3.64%) JIRA
3 2 (1.82%) Team Foundation Server
4 1 (0.91%) RSpec
General
1 30 (27.27%) Finance
2 7 (6.36%) Marketing
3 6 (5.45%) Legal
4 1 (0.91%) Advertising
4 1 (0.91%) Banking
4 1 (0.91%) Billing
4 1 (0.91%) Games
4 1 (0.91%) Local Government
4 1 (0.91%) Manufacturing
4 1 (0.91%) Retail
4 1 (0.91%) Retail Banking
4 1 (0.91%) Telecoms
Job Titles
1 52 (47.27%) Analyst
2 22 (20.00%) Business Analyst
3 18 (16.36%) Developer
4 15 (13.64%) SQL Analyst
5 11 (10.00%) Data Business Analyst
6 10 (9.09%) Service Analyst
6 10 (9.09%) SQL Data Analyst
7 9 (8.18%) Business Systems Analyst
7 9 (8.18%) Systems Analyst
8 7 (6.36%) Incident Analyst
8 7 (6.36%) IT Analyst
8 7 (6.36%) ITIL Service Analyst
8 7 (6.36%) PHP Developer
9 6 (5.45%) Commercial Manager
9 6 (5.45%) Contracts Manager
9 6 (5.45%) Data Analyst
9 6 (5.45%) Senior Commercial Manager
9 6 (5.45%) Senior Manager
10 5 (4.55%) Data Engineer
10 5 (4.55%) Data Scientist
Libraries, Frameworks & Software Standards
1 11 (10.00%) CSS
1 11 (10.00%) HTML
2 8 (7.27%) NumPy
3 6 (5.45%) jQuery
4 5 (4.55%) Apache Camel
4 5 (4.55%) D3.js
4 5 (4.55%) Kafka
4 5 (4.55%) Velocity
5 4 (3.64%) LAMP
5 4 (3.64%) MDX
6 3 (2.73%) Ajax
7 2 (1.82%) .NET
7 2 (1.82%) ASP.NET
8 1 (0.91%) .NET Framework
8 1 (0.91%) CSS3
8 1 (0.91%) HTML5
8 1 (0.91%) Ruby on Rails
8 1 (0.91%) WPF
8 1 (0.91%) XML
Miscellaneous
1 16 (14.55%) Analytical Skills
2 14 (12.73%) Management Information System
3 13 (11.82%) Statistics
4 11 (10.00%) Visualisation
5 9 (8.18%) Mathematics
6 5 (4.55%) Computer Science
7 4 (3.64%) Applied Mathematics
8 3 (2.73%) Algorithms
8 3 (2.73%) CMDB
8 3 (2.73%) Data Integration
9 1 (0.91%) Client/Server
9 1 (0.91%) Data Extraction
9 1 (0.91%) Mobile App
9 1 (0.91%) Pricing Data
9 1 (0.91%) Reference Data
Operating Systems
1 4 (3.64%) Linux
2 1 (0.91%) Unix
2 1 (0.91%) Windows
Processes & Methodologies
1 27 (24.55%) Agile Software Development
1 27 (24.55%) Business Intelligence
2 21 (19.09%) ITIL
3 14 (12.73%) Service Management
3 14 (12.73%) Stakeholder Management
4 13 (11.82%) Change Management
5 12 (10.91%) Data Management
5 12 (10.91%) Mentoring
6 11 (10.00%) PRINCE2
7 9 (8.18%) Data Modelling
7 9 (8.18%) ETL
7 9 (8.18%) Systems Analysis
7 9 (8.18%) Waterfall
8 8 (7.27%) Analytics
8 8 (7.27%) Dashboard Development
8 8 (7.27%) Incident Management
8 8 (7.27%) Machine Learning
8 8 (7.27%) Project Management
9 7 (6.36%) ETL Development
9 7 (6.36%) SDLC
Programming Languages
1 31 (28.18%) SQL
2 11 (10.00%) JavaScript
2 11 (10.00%) R
3 8 (7.27%) MATLAB
3 8 (7.27%) PHP
4 7 (6.36%) Python
5 6 (5.45%) C#
6 5 (4.55%) Java
6 5 (4.55%) T-SQL
7 3 (2.73%) VB
7 3 (2.73%) VBA
8 1 (0.91%) Bash Shell
8 1 (0.91%) C
8 1 (0.91%) C++
8 1 (0.91%) Ruby
8 1 (0.91%) XAML
Qualifications
1 14 (12.73%) Degree
2 8 (7.27%) ITIL Certification
3 7 (6.36%) PRINCE2 Certification
4 5 (4.55%) APMP
4 5 (4.55%) PhD
5 4 (3.64%) MCSA
5 4 (3.64%) MCSE
5 4 (3.64%) Microsoft Certification
6 1 (0.91%) ACCA
6 1 (0.91%) CIMA
Quality Assurance & Compliance
1 8 (7.27%) Data Quality
2 3 (2.73%) QA
3 2 (1.82%) ISO/IEC 27001
4 1 (0.91%) Sarbanes-Oxley
4 1 (0.91%) SLA
System Software
1 5 (4.55%) Apache Flume
1 5 (4.55%) HDFS
2 1 (0.91%) Active Directory
Systems Management
1 1 (0.91%) cPanel
Vendors
1 19 (17.27%) Microsoft
2 10 (9.09%) Tableau
3 5 (4.55%) Cloudera
3 5 (4.55%) Hortonworks
3 5 (4.55%) MapR
4 4 (3.64%) MicroStrategy
4 4 (3.64%) Oracle
4 4 (3.64%) Sun
4 4 (3.64%) Zend
5 3 (2.73%) ServiceNow
6 2 (1.82%) Adobe
6 2 (1.82%) Google
6 2 (1.82%) IBM
7 1 (0.91%) Computacenter
7 1 (0.91%) DoubleClick
7 1 (0.91%) Facebook
7 1 (0.91%) Kenshoo
7 1 (0.91%) Marin
7 1 (0.91%) Sage
7 1 (0.91%) SAP
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £55000.00 - £65000.00 per annum + Car + Benefits
Posted: 2 days ago
Bradford
Hays Specialist Recruitment
Salary: £35000.00 - £37000.00 per annum
Posted: 13 days ago
Sheffield, Yorkshire
Capita Resourcing IT
Salary: benefits
Posted: Yesterday
Sheffield, South Yorkshire
Advantage XPO
Salary: £20000 - £25000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Connected IT
Salary: £23000 - £27000 per annum + Unrivalled Benefits
Posted: 13 days ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 20 days ago
Harrogate, North Yorkshire
Connected IT
Salary: £23000 - £27000 per annum + Unrivalled Benefits
Posted: 20 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 14 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 27 days ago