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

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Analysis
Rank 166 205 152
Rank change year-on-year
+39 -53
Permanent jobs citing Data Analysis 63 53 119
As % of all permanent IT jobs located in Yorkshire 1.10% 0.80% 1.66%
As % of the Processes & Methodologies category 1.24% 0.89% 1.95%
Number of salaries quoted 49 45 106
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 £29,662 £23,100 £24,000
10% offered a salary of more than £79,600 £51,792 £47,500
UK excluding London median salary £40,000 £40,000 £38,750
% change year-on-year
- +3.22%
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
5078 5966 6102
As % of all permanent IT jobs located in Yorkshire 88.82% 90.49% 84.94%
Number of salaries quoted 4172 4889 4725
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 30 August 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 August 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 +22 42 £44,000 +17.33% 3
South Yorkshire +18 10 £37,500 +17.18% 1
North Yorkshire +24 7 £45,000 +20.00%
East Yorkshire -11 2 £38,266 -26.11% 2
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in Yorkshire

For the 6 months to 30 August 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 32 (29.91%) SQL
2 31 (28.97%) Business Intelligence
3 29 (27.10%) Agile Software Development
4 28 (26.17%) Finance
5 25 (23.36%) SQL Server
5 25 (23.36%) MS Excel
6 23 (21.50%) Data Warehouse
7 21 (19.63%) ITIL
8 18 (16.82%) Microsoft
9 16 (14.95%) Management Information System
10 14 (13.08%) Degree
11 13 (12.15%) Data Management
11 13 (12.15%) MS Office
11 13 (12.15%) Service Management
11 13 (12.15%) Change Management
11 13 (12.15%) Stakeholder Management
12 12 (11.21%) Statistics
13 11 (10.28%) Systems Analysis
13 11 (10.28%) Visualisation
13 11 (10.28%) Big Data
13 11 (10.28%) PRINCE2
13 11 (10.28%) Mentoring
13 11 (10.28%) Analytical Skills
14 10 (9.35%) R
14 10 (9.35%) Tableau
14 10 (9.35%) Hadoop
15 9 (8.41%) Waterfall
15 9 (8.41%) SQL Server Integration Services
15 9 (8.41%) Incident Management
15 9 (8.41%) QlikView

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 (7.48%) Apache Spark
2 5 (4.67%) Apache Pig
2 5 (4.67%) SAS
3 3 (2.80%) Apache
4 1 (0.93%) Drupal
4 1 (0.93%) Joomla!
4 1 (0.93%) WebSphere
4 1 (0.93%) WebSphere Application Server
4 1 (0.93%) WebSphere Process Server
4 1 (0.93%) WordPress
Applications
1 25 (23.36%) MS Excel
2 13 (12.15%) MS Office
3 5 (4.67%) MS PowerPoint
3 5 (4.67%) MS Visio
4 3 (2.80%) MS Project
5 2 (1.87%) Spreadsheet
6 1 (0.93%) Acrobat
6 1 (0.93%) Adobe Illustrator
6 1 (0.93%) Photoshop
6 1 (0.93%) SPSS
Business Applications
1 2 (1.87%) Magento
2 1 (0.93%) Dynamics CRM
Cloud Services
1 3 (2.80%) PaaS
2 2 (1.87%) Google Analytics
3 1 (0.93%) Adobe Analytics
3 1 (0.93%) Google Cloud Platform
3 1 (0.93%) SaaS
Communications & Networking
1 2 (1.87%) SMS
2 1 (0.93%) DNS
Database & Business Intelligence
1 25 (23.36%) SQL Server
2 23 (21.50%) Data Warehouse
3 11 (10.28%) Big Data
4 10 (9.35%) Hadoop
5 9 (8.41%) QlikView
5 9 (8.41%) SQL Server Integration Services
6 8 (7.48%) SQL Server Reporting Services
7 7 (6.54%) Data Mining
8 6 (5.61%) Power BI
8 6 (5.61%) SQL Server Analysis Services
9 5 (4.67%) Apache Hive
9 5 (4.67%) Impala
9 5 (4.67%) MongoDB
9 5 (4.67%) MySQL
10 4 (3.74%) Biml
10 4 (3.74%) SQL Server 2012
10 4 (3.74%) SQL Server 2014
11 3 (2.80%) BusinessObjects
12 2 (1.87%) Apache Cassandra
12 2 (1.87%) NoSQL
Development Applications
1 4 (3.74%) Git (software)
1 4 (3.74%) JIRA
2 2 (1.87%) Team Foundation Server
3 1 (0.93%) RSpec
General
1 28 (26.17%) Finance
2 8 (7.48%) Marketing
3 6 (5.61%) Legal
4 3 (2.80%) Retail
5 2 (1.87%) Banking
5 2 (1.87%) Games
6 1 (0.93%) Advertising
6 1 (0.93%) Automotive
6 1 (0.93%) Local Government
6 1 (0.93%) Retail Banking
6 1 (0.93%) Telecoms
Job Titles
1 56 (52.34%) Analyst
2 24 (22.43%) Business Analyst
3 16 (14.95%) SQL Analyst
4 14 (13.08%) Developer
5 13 (12.15%) Data Business Analyst
6 12 (11.21%) SQL Data Analyst
7 11 (10.28%) Business Systems Analyst
7 11 (10.28%) Systems Analyst
8 10 (9.35%) Service Analyst
9 7 (6.54%) Data Analyst
9 7 (6.54%) Incident Analyst
9 7 (6.54%) IT Analyst
9 7 (6.54%) ITIL Service Analyst
10 6 (5.61%) Commercial Manager
10 6 (5.61%) Contracts Manager
10 6 (5.61%) Senior Commercial Manager
10 6 (5.61%) Senior Manager
11 5 (4.67%) Data Engineer
12 4 (3.74%) Architect
12 4 (3.74%) Data Scientist
Libraries, Frameworks & Software Standards
1 7 (6.54%) CSS
1 7 (6.54%) HTML
1 7 (6.54%) NumPy
2 5 (4.67%) Apache Camel
2 5 (4.67%) D3.js
2 5 (4.67%) Kafka
2 5 (4.67%) Velocity
3 4 (3.74%) MDX
4 3 (2.80%) jQuery
4 3 (2.80%) LAMP
5 2 (1.87%) .NET
5 2 (1.87%) Ajax
5 2 (1.87%) ASP.NET
5 2 (1.87%) HTML5
6 1 (0.93%) .NET Framework
6 1 (0.93%) CSS3
6 1 (0.93%) Ruby on Rails
6 1 (0.93%) Web Services
6 1 (0.93%) WPF
6 1 (0.93%) XML
Miscellaneous
1 16 (14.95%) Management Information System
2 12 (11.21%) Statistics
3 11 (10.28%) Analytical Skills
3 11 (10.28%) Visualisation
4 8 (7.48%) Mathematics
5 4 (3.74%) Computer Science
6 3 (2.80%) Applied Mathematics
6 3 (2.80%) CMDB
6 3 (2.80%) Data Integration
7 2 (1.87%) Algorithms
7 2 (1.87%) Mobile App
8 1 (0.93%) Client/Server
8 1 (0.93%) Data Extraction
8 1 (0.93%) NHS
8 1 (0.93%) Pricing Data
8 1 (0.93%) Reference Data
8 1 (0.93%) User Experience
Operating Systems
1 3 (2.80%) Linux
2 2 (1.87%) Windows
3 1 (0.93%) Unix
Processes & Methodologies
1 31 (28.97%) Business Intelligence
2 29 (27.10%) Agile Software Development
3 21 (19.63%) ITIL
4 13 (12.15%) Change Management
4 13 (12.15%) Data Management
4 13 (12.15%) Service Management
4 13 (12.15%) Stakeholder Management
5 11 (10.28%) Mentoring
5 11 (10.28%) PRINCE2
5 11 (10.28%) Systems Analysis
6 9 (8.41%) ETL
6 9 (8.41%) Incident Management
6 9 (8.41%) Project Management
6 9 (8.41%) Waterfall
7 8 (7.48%) Analytics
7 8 (7.48%) Dashboard Development
7 8 (7.48%) Data Modelling
7 8 (7.48%) ETL Development
8 7 (6.54%) Data Visualisation
8 7 (6.54%) People Management
Programming Languages
1 32 (29.91%) SQL
2 10 (9.35%) R
3 7 (6.54%) MATLAB
3 7 (6.54%) Python
4 6 (5.61%) C#
4 6 (5.61%) JavaScript
4 6 (5.61%) T-SQL
5 5 (4.67%) Java
6 4 (3.74%) PHP
7 2 (1.87%) VBA
8 1 (0.93%) Bash Shell
8 1 (0.93%) C
8 1 (0.93%) C++
8 1 (0.93%) Ruby
8 1 (0.93%) VB
8 1 (0.93%) XAML
Qualifications
1 14 (13.08%) Degree
2 8 (7.48%) ITIL Certification
3 7 (6.54%) PRINCE2 Certification
4 5 (4.67%) APMP
4 5 (4.67%) PhD
5 4 (3.74%) MCSA
5 4 (3.74%) MCSE
5 4 (3.74%) Microsoft Certification
6 1 (0.93%) ACCA
6 1 (0.93%) CIMA
Quality Assurance & Compliance
1 8 (7.48%) Data Quality
2 3 (2.80%) QA
3 2 (1.87%) ISO/IEC 27001
4 1 (0.93%) SLA
System Software
1 5 (4.67%) Apache Flume
1 5 (4.67%) HDFS
2 2 (1.87%) Active Directory
Systems Management
1 1 (0.93%) cPanel
Vendors
1 18 (16.82%) Microsoft
2 10 (9.35%) Tableau
3 6 (5.61%) Oracle
4 5 (4.67%) Cloudera
4 5 (4.67%) Hortonworks
4 5 (4.67%) MapR
5 4 (3.74%) MicroStrategy
5 4 (3.74%) Sun
6 3 (2.80%) ServiceNow
7 2 (1.87%) Adobe
7 2 (1.87%) Google
7 2 (1.87%) IBM
7 2 (1.87%) SAP
8 1 (0.93%) DoubleClick
8 1 (0.93%) Facebook
8 1 (0.93%) Informatica
8 1 (0.93%) Kenshoo
8 1 (0.93%) Marin
8 1 (0.93%) Sage
8 1 (0.93%) Sagent
Hull, North Humberside
Searchability
Salary: £30000 - £45000 per annum + benefits
Posted: 5 days ago
Leeds, West Yorkshire
Mortimer Spinks
Salary: £22000 - £28000 per annum + Plus benefits
Posted: 5 days ago
Wakefield
Hays Specialist Recruitment
Salary: £25000.00 - £32000.00 per annum
Posted: 15 days ago
Wakefield, West Yorkshire
QUANTICA
Salary: £35000 - £45000 per annum
Posted: 3 days ago
Kingston Upon Hull
Nigel Frank International Ltd
Posted: 4 days ago