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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 174 199 164
Rank change year-on-year
+25 -35
Permanent jobs citing Data Analysis 55 67 108
As % of all permanent IT jobs located in Yorkshire 0.99% 0.97% 1.52%
As % of the Processes & Methodologies category 1.11% 1.09% 1.79%
Number of salaries quoted 37 52 101
Median salary £42,500 £40,000 £35,000
Median salary % change year-on-year
+6.25% +14.28%
90% offered a salary of more than £28,300 £27,500 £24,700
10% offered a salary of more than £65,000 £50,000 £65,000
UK excluding London median salary £40,000 £38,000 £39,000
% change year-on-year
+5.26% -2.56%
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
4947 6172 6048
As % of all permanent IT jobs located in Yorkshire 89.23% 89.48% 85.28%
Number of salaries quoted 4127 5038 4733
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 £29,633 £28,000
10% offered a salary of more than £62,500 £55,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 July 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 30 July 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 +5 35 £42,500 +11.84% 10
North Yorkshire +33 10 £36,250 -3.33%
South Yorkshire +16 5 £37,500 -9.63% 3
East Yorkshire -9 2 £38,266 -18.83% 3
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in Yorkshire

For the 6 months to 30 July 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 42 (38.18%) SQL
2 34 (30.91%) SQL Server
2 34 (30.91%) Business Intelligence
3 28 (25.45%) MS Excel
4 25 (22.73%) Agile Software Development
5 23 (20.91%) Finance
5 23 (20.91%) Data Warehouse
6 21 (19.09%) ITIL
7 16 (14.55%) Microsoft
8 14 (12.73%) MS Office
8 14 (12.73%) Management Information System
8 14 (12.73%) SQL Server Reporting Services
9 13 (11.82%) SQL Server Integration Services
10 12 (10.91%) Analytical Skills
10 12 (10.91%) Visualisation
10 12 (10.91%) Service Management
11 11 (10.00%) T-SQL
11 11 (10.00%) Data Mining
11 11 (10.00%) Systems Analysis
11 11 (10.00%) Statistics
11 11 (10.00%) Degree
12 10 (9.09%) Data Management
12 10 (9.09%) Incident Management
12 10 (9.09%) Big Data
12 10 (9.09%) ITIL Certification
12 10 (9.09%) Oracle
12 10 (9.09%) Stakeholder Management
12 10 (9.09%) Mentoring
13 9 (8.18%) Change Management
13 9 (8.18%) HTML

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 8 (7.27%) Apache Spark
2 7 (6.36%) SAS
3 5 (4.55%) Apache Pig
4 4 (3.64%) Drupal
4 4 (3.64%) WordPress
5 2 (1.82%) Apache
6 1 (0.91%) Joomla!
Applications
1 28 (25.45%) MS Excel
2 14 (12.73%) MS Office
3 4 (3.64%) MS Visio
4 2 (1.82%) MS PowerPoint
5 1 (0.91%) Acrobat
5 1 (0.91%) Adobe Illustrator
5 1 (0.91%) MS Project
5 1 (0.91%) Photoshop
5 1 (0.91%) SPSS
Business Applications
1 5 (4.55%) Magento
2 1 (0.91%) Dynamics CRM
Cloud Services
1 4 (3.64%) SaaS
2 2 (1.82%) Google Analytics
2 2 (1.82%) PaaS
3 1 (0.91%) Adobe Analytics
3 1 (0.91%) Google Cloud Platform
Communications & Networking
1 4 (3.64%) SMS
2 1 (0.91%) DNS
Database & Business Intelligence
1 34 (30.91%) SQL Server
2 23 (20.91%) Data Warehouse
3 14 (12.73%) SQL Server Reporting Services
4 13 (11.82%) SQL Server Integration Services
5 11 (10.00%) Data Mining
6 10 (9.09%) Big Data
7 9 (8.18%) Hadoop
7 9 (8.18%) QlikView
7 9 (8.18%) SQL Server Analysis Services
8 8 (7.27%) Power BI
9 6 (5.45%) MySQL
9 6 (5.45%) SQL Server 2014
10 5 (4.55%) Apache Hive
10 5 (4.55%) Impala
10 5 (4.55%) SQL Server 2012
11 4 (3.64%) Biml
11 4 (3.64%) MongoDB
12 3 (2.73%) BusinessObjects
13 2 (1.82%) Microsoft Power View
13 2 (1.82%) Oracle Reports
Development Applications
1 4 (3.64%) Git (software)
1 4 (3.64%) JIRA
2 1 (0.91%) RSpec
2 1 (0.91%) Team Foundation Server
General
1 23 (20.91%) Finance
2 9 (8.18%) Marketing
3 3 (2.73%) Banking
3 3 (2.73%) Games
3 3 (2.73%) Legal
3 3 (2.73%) Retail
4 1 (0.91%) Advertising
4 1 (0.91%) Automotive
4 1 (0.91%) Retail Banking
4 1 (0.91%) Telecoms
Job Titles
1 59 (53.64%) Analyst
2 22 (20.00%) Business Analyst
3 19 (17.27%) Developer
3 19 (17.27%) SQL Analyst
4 13 (11.82%) Data Business Analyst
5 12 (10.91%) SQL Data Analyst
6 11 (10.00%) Business Systems Analyst
6 11 (10.00%) Service Analyst
6 11 (10.00%) Systems Analyst
7 8 (7.27%) IT Analyst
8 7 (6.36%) Data Analyst
8 7 (6.36%) Incident Analyst
8 7 (6.36%) ITIL Service Analyst
9 6 (5.45%) Full Stack Developer
10 5 (4.55%) Data Engineer
10 5 (4.55%) Data Scientist
10 5 (4.55%) Full Stack Web Developer
10 5 (4.55%) PHP Developer
10 5 (4.55%) Web Developer
11 4 (3.64%) Support Analyst
Libraries, Frameworks & Software Standards
1 9 (8.18%) CSS
1 9 (8.18%) HTML
2 6 (5.45%) jQuery
2 6 (5.45%) NumPy
3 5 (4.55%) Apache Camel
3 5 (4.55%) D3.js
3 5 (4.55%) HTML5
3 5 (4.55%) Kafka
3 5 (4.55%) Velocity
4 4 (3.64%) MDX
4 4 (3.64%) Sass
5 2 (1.82%) .NET
5 2 (1.82%) ASP.NET
5 2 (1.82%) LAMP
6 1 (0.91%) .NET Framework
6 1 (0.91%) Ajax
6 1 (0.91%) Ruby on Rails
6 1 (0.91%) Web Services
6 1 (0.91%) WPF
6 1 (0.91%) XML
Miscellaneous
1 14 (12.73%) Management Information System
2 12 (10.91%) Analytical Skills
2 12 (10.91%) Visualisation
3 11 (10.00%) Statistics
4 7 (6.36%) Mathematics
5 6 (5.45%) Computer Science
6 5 (4.55%) Mobile App
7 4 (3.64%) User Experience
8 3 (2.73%) Applied Mathematics
8 3 (2.73%) CMDB
8 3 (2.73%) NHS
9 2 (1.82%) Data Integration
10 1 (0.91%) Algorithms
10 1 (0.91%) Chemistry
10 1 (0.91%) Client/Server
10 1 (0.91%) Driving Licence
10 1 (0.91%) Physics
10 1 (0.91%) Pricing Data
10 1 (0.91%) Reference Data
Operating Systems
1 5 (4.55%) Windows
2 3 (2.73%) Unix
3 2 (1.82%) Linux
Processes & Methodologies
1 34 (30.91%) Business Intelligence
2 25 (22.73%) Agile Software Development
3 21 (19.09%) ITIL
4 12 (10.91%) Service Management
5 11 (10.00%) Systems Analysis
6 10 (9.09%) Data Management
6 10 (9.09%) Incident Management
6 10 (9.09%) Mentoring
6 10 (9.09%) Stakeholder Management
7 9 (8.18%) Analytics
7 9 (8.18%) Change Management
7 9 (8.18%) E-Commerce
7 9 (8.18%) ETL
7 9 (8.18%) Project Management
8 8 (7.27%) Data Modelling
9 7 (6.36%) Dashboard Development
9 7 (6.36%) ETL Development
10 6 (5.45%) Actionable Insight
10 6 (5.45%) Data Governance
10 6 (5.45%) Web Development
Programming Languages
1 42 (38.18%) SQL
2 11 (10.00%) T-SQL
3 8 (7.27%) R
4 6 (5.45%) C#
4 6 (5.45%) MATLAB
4 6 (5.45%) PHP
4 6 (5.45%) Python
5 5 (4.55%) Java
5 5 (4.55%) JavaScript
6 2 (1.82%) VBA
7 1 (0.91%) Bash Shell
7 1 (0.91%) C
7 1 (0.91%) C++
7 1 (0.91%) PowerShell
7 1 (0.91%) Ruby
7 1 (0.91%) XAML
Qualifications
1 11 (10.00%) Degree
2 10 (9.09%) ITIL Certification
3 6 (5.45%) PhD
4 4 (3.64%) MCSA
4 4 (3.64%) MCSE
4 4 (3.64%) Microsoft Certification
5 3 (2.73%) PRINCE2 Certification
6 2 (1.82%) APMP
Quality Assurance & Compliance
1 5 (4.55%) Data Quality
2 3 (2.73%) SLA
3 2 (1.82%) ISO/IEC 27001
4 1 (0.91%) QA
System Software
1 5 (4.55%) Apache Flume
1 5 (4.55%) HDFS
2 3 (2.73%) Active Directory
Systems Management
1 1 (0.91%) cPanel
Vendors
1 16 (14.55%) Microsoft
2 10 (9.09%) Oracle
3 9 (8.18%) Tableau
4 5 (4.55%) Cloudera
4 5 (4.55%) Hortonworks
4 5 (4.55%) MapR
5 4 (3.64%) MicroStrategy
5 4 (3.64%) SAP
5 4 (3.64%) Sun
6 3 (2.73%) Informatica
6 3 (2.73%) ServiceNow
7 2 (1.82%) Adobe
7 2 (1.82%) Google
8 1 (0.91%) DoubleClick
8 1 (0.91%) Facebook
8 1 (0.91%) IBM
8 1 (0.91%) Sage
8 1 (0.91%) Sagent
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