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 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Data Analysis
Rank 179 205 176
Rank change year-on-year
+26 -29
Permanent jobs citing Data Analysis 55 62 93
As % of all permanent IT jobs located in Yorkshire 0.98% 0.92% 1.29%
As % of the Processes & Methodologies category 1.09% 1.03% 1.49%
Number of salaries quoted 29 49 87
Median salary £37,500 £37,500 £35,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £25,750 £28,000 £23,850
10% offered a salary of more than £65,000 £45,000 £65,000
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
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
5039 5993 6225
As % of all permanent IT jobs located in Yorkshire 89.33% 88.68% 86.14%
Number of salaries quoted 4212 4906 4878
Median salary £42,000 £40,000 £40,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £29,500 £28,000 £28,500
10% offered a salary of more than £60,000 £57,500 £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 27 June 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 27 June 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 +1 41 £35,000 -6.66% 6
North Yorkshire +19 8 £36,250 -3.33%
South Yorkshire +19 3 £37,500 - 1
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in Yorkshire

For the 6 months to 27 June 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 59 (52.21%) SQL
2 45 (39.82%) MS Excel
3 32 (28.32%) SQL Server
3 32 (28.32%) Business Intelligence
4 26 (23.01%) Microsoft
5 25 (22.12%) T-SQL
6 24 (21.24%) SQL Server Integration Services
7 22 (19.47%) Finance
8 21 (18.58%) Agile Software Development
8 21 (18.58%) Data Warehouse
8 21 (18.58%) Analytical Skills
9 20 (17.70%) ITIL
10 17 (15.04%) MS Office
11 16 (14.16%) Management Information System
11 16 (14.16%) SQL Server Reporting Services
12 12 (10.62%) Service Management
12 12 (10.62%) Data Mining
13 11 (9.73%) Systems Analysis
13 11 (9.73%) Analytics
14 10 (8.85%) Visualisation
14 10 (8.85%) Incident Management
14 10 (8.85%) SQL Server Analysis Services
14 10 (8.85%) Change Management
14 10 (8.85%) ITIL Certification
15 9 (7.96%) ETL
15 9 (7.96%) HTML
15 9 (7.96%) CSS
15 9 (7.96%) E-Commerce
15 9 (7.96%) Stakeholder Management
15 9 (7.96%) Statistics

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 (7.08%) Apache Spark
2 5 (4.42%) Apache Pig
2 5 (4.42%) SAS
3 4 (3.54%) Drupal
3 4 (3.54%) WordPress
4 2 (1.77%) CMS
5 1 (0.88%) Apache
5 1 (0.88%) Joomla!
Applications
1 45 (39.82%) MS Excel
2 17 (15.04%) MS Office
3 3 (2.65%) MS PowerPoint
3 3 (2.65%) MS Visio
3 3 (2.65%) Spreadsheet
4 1 (0.88%) Acrobat
4 1 (0.88%) Adobe Illustrator
4 1 (0.88%) MS Project
4 1 (0.88%) Photoshop
4 1 (0.88%) SPSS
Business Applications
1 5 (4.42%) Magento
2 1 (0.88%) Dynamics CRM
Cloud Services
1 5 (4.42%) SaaS
2 2 (1.77%) Google Analytics
3 1 (0.88%) Adobe Analytics
3 1 (0.88%) Google Cloud Platform
Communications & Networking
1 4 (3.54%) SMS
2 1 (0.88%) DNS
Database & Business Intelligence
1 32 (28.32%) SQL Server
2 24 (21.24%) SQL Server Integration Services
3 21 (18.58%) Data Warehouse
4 16 (14.16%) SQL Server Reporting Services
5 12 (10.62%) Data Mining
6 10 (8.85%) SQL Server Analysis Services
7 9 (7.96%) Big Data
8 8 (7.08%) Hadoop
9 7 (6.19%) QlikView
10 6 (5.31%) Power BI
11 5 (4.42%) Apache Hive
11 5 (4.42%) BusinessObjects
11 5 (4.42%) Impala
11 5 (4.42%) MySQL
12 4 (3.54%) BusinessObjects XI
12 4 (3.54%) SQL Server 2014
13 3 (2.65%) MongoDB
13 3 (2.65%) SQL Server 2012
14 2 (1.77%) MS Access
14 2 (1.77%) Oracle Reports
Development Applications
1 2 (1.77%) Git (software)
1 2 (1.77%) JIRA
2 1 (0.88%) RSpec
General
1 22 (19.47%) Finance
2 9 (7.96%) Marketing
3 5 (4.42%) Automotive
3 5 (4.42%) Legal
4 3 (2.65%) Games
5 2 (1.77%) Banking
5 2 (1.77%) Retail
6 1 (0.88%) Advertising
6 1 (0.88%) Billing
6 1 (0.88%) Law
6 1 (0.88%) Telecoms
Job Titles
1 76 (67.26%) Analyst
2 21 (18.58%) SQL Analyst
3 20 (17.70%) Business Analyst
4 18 (15.93%) Developer
5 13 (11.50%) Data Analyst
5 13 (11.50%) Data Business Analyst
5 13 (11.50%) Systems Analyst
6 12 (10.62%) SQL Data Analyst
7 11 (9.73%) Business Systems Analyst
7 11 (9.73%) Service Analyst
8 10 (8.85%) IT Analyst
9 8 (7.08%) Analyst Developer
10 7 (6.19%) Incident Analyst
10 7 (6.19%) ITIL Service Analyst
10 7 (6.19%) Technical Analyst
11 6 (5.31%) Full Stack Developer
12 5 (4.42%) Data Engineer
12 5 (4.42%) Full Stack Web Developer
12 5 (4.42%) Product Analyst
12 5 (4.42%) Web Developer
Libraries, Frameworks & Software Standards
1 9 (7.96%) CSS
1 9 (7.96%) HTML
2 6 (5.31%) jQuery
3 5 (4.42%) Apache Camel
3 5 (4.42%) D3.js
3 5 (4.42%) HTML5
3 5 (4.42%) Kafka
3 5 (4.42%) NumPy
3 5 (4.42%) Velocity
4 4 (3.54%) Sass
5 2 (1.77%) MDX
6 1 (0.88%) .NET
6 1 (0.88%) .NET Framework
6 1 (0.88%) ASP.NET
6 1 (0.88%) CSS3
6 1 (0.88%) LAMP
6 1 (0.88%) Ruby on Rails
6 1 (0.88%) Web Services
6 1 (0.88%) XML
Miscellaneous
1 21 (18.58%) Analytical Skills
2 16 (14.16%) Management Information System
3 10 (8.85%) Visualisation
4 9 (7.96%) Statistics
5 7 (6.19%) Mathematics
6 6 (5.31%) Computer Science
6 6 (5.31%) User Experience
7 5 (4.42%) Mobile App
8 3 (2.65%) Applied Mathematics
8 3 (2.65%) CMDB
8 3 (2.65%) NHS
9 2 (1.77%) IVR
10 1 (0.88%) Chemistry
10 1 (0.88%) Client/Server
10 1 (0.88%) Data Protection Act
10 1 (0.88%) Driving Licence
10 1 (0.88%) Physics
10 1 (0.88%) Pricing Data
Operating Systems
1 6 (5.31%) Windows
2 3 (2.65%) Unix
3 1 (0.88%) Linux
Processes & Methodologies
1 32 (28.32%) Business Intelligence
2 21 (18.58%) Agile Software Development
3 20 (17.70%) ITIL
4 12 (10.62%) Service Management
5 11 (9.73%) Analytics
5 11 (9.73%) Systems Analysis
6 10 (8.85%) Change Management
6 10 (8.85%) Incident Management
7 9 (7.96%) E-Commerce
7 9 (7.96%) ETL
7 9 (7.96%) Stakeholder Management
8 8 (7.08%) Project Management
9 7 (6.19%) Dashboard Development
9 7 (6.19%) Data Analytics
9 7 (6.19%) Data Management
9 7 (6.19%) Mentoring
9 7 (6.19%) Migration
10 6 (5.31%) Kimball Methodology
10 6 (5.31%) Web Development
11 5 (4.42%) Cluster Analysis
Programming Languages
1 59 (52.21%) SQL
2 25 (22.12%) T-SQL
3 7 (6.19%) R
4 6 (5.31%) Python
5 5 (4.42%) Java
5 5 (4.42%) MATLAB
5 5 (4.42%) PHP
6 3 (2.65%) C#
6 3 (2.65%) JavaScript
7 2 (1.77%) VBA
8 1 (0.88%) Bash Shell
8 1 (0.88%) PowerShell
8 1 (0.88%) Ruby
Qualifications
1 10 (8.85%) ITIL Certification
2 8 (7.08%) Degree
3 6 (5.31%) PhD
4 2 (1.77%) MCSA
4 2 (1.77%) MCSE
4 2 (1.77%) Microsoft Certification
5 1 (0.88%) APMP
5 1 (0.88%) CCA
5 1 (0.88%) PRINCE2 Certification
Quality Assurance & Compliance
1 8 (7.08%) Data Quality
2 3 (2.65%) SLA
3 2 (1.77%) ISO/IEC 27001
4 1 (0.88%) QA
System Software
1 5 (4.42%) Apache Flume
1 5 (4.42%) HDFS
2 3 (2.65%) Active Directory
Systems Management
1 2 (1.77%) Systems Management Server (SMS)
2 1 (0.88%) cPanel
Vendors
1 26 (23.01%) Microsoft
2 8 (7.08%) Oracle
3 7 (6.19%) Tableau
4 5 (4.42%) Cloudera
4 5 (4.42%) Hortonworks
4 5 (4.42%) MapR
4 5 (4.42%) Sagent
5 3 (2.65%) Informatica
5 3 (2.65%) SAP
5 3 (2.65%) ServiceNow
6 2 (1.77%) Adobe
6 2 (1.77%) Google
6 2 (1.77%) MicroStrategy
6 2 (1.77%) Sun
7 1 (0.88%) DoubleClick
7 1 (0.88%) Facebook
7 1 (0.88%) Sage
Yorkshire
Aviva
Posted: 13 hours ago
Hull, North Humberside
Senitor Associates
Salary: £17000 - £23000 per annum + Benefits & Training
Posted: 3 days ago
Bradford, West Yorkshire
Spring Technology
Salary: £55000.00 - £65000.00 per annum
Posted: 2 days ago
Hull, North Humberside
Searchability
Salary: £18000 - £22000 per annum + benefits
Posted: 4 days ago
Leeds
Capita plc
Salary: £22000 - £25000 per annum
Posted: 11 days ago
Leeds
Hays Specialist Recruitment
Salary: £25000.00 - £28000.00 per annum
Posted: 26 days ago
Sheffield
Computer Futures
Salary: £35000 - £40000 per annum + competitive
Posted: 19 days ago
Halifax
Huxley
Salary: £60000 - £100000 per annum + Fantastic benefits package
Posted: 24 days ago