The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Analytics
Rank 138 213 212
Rank change year-on-year
+75 -1
Permanent jobs citing Data Analytics 53 2 14
As % of all permanent IT jobs located in West Yorkshire 1.34% 0.042% 0.28%
As % of the Processes & Methodologies category 1.48% 0.047% 0.33%
Number of salaries quoted 41 2 3
Median salary £52,500 £46,750 £90,000
Median salary % change year-on-year
+12.29% -48.05%
UK excluding London median salary £52,500 £47,500 £45,000
% change year-on-year
+10.52% +5.55%
Data Analytics
Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the West Yorkshire region.

Processes & Methodologies Category
West Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3593 4298 4293
As % of all permanent IT jobs located in West Yorkshire 90.71% 90.91% 86.38%
Number of salaries quoted 3046 3434 3354
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £30,000 £30,000 £28,000
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 Analytics
Jobs Demand Trend in West Yorkshire

The demand trend of job ads across the West Yorkshire region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in West Yorkshire

Data Analytics
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics across the West Yorkshire region.

Data Analytics Salary Trend in West Yorkshire

Data Analytics
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Data Analytics across the West Yorkshire region over the 3 months to 25 August 2016.

Data Analytics Salary Histogram in West Yorkshire

Data Analytics
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the West Yorkshire region over the 3 months to 25 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
Leeds +75 45 £50,000 +6.95% 1
Data Analytics
Yorkshire

Data Analytics
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 25 August 2016, IT jobs citing Data Analytics 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 West Yorkshire region with a requirement for Data Analytics.

1 91 (100.00%) Analytics
2 47 (51.65%) SQL
3 33 (36.26%) SAS
3 33 (36.26%) Finance
4 32 (35.16%) Business Intelligence
4 32 (35.16%) Big Data
5 31 (34.07%) SQL Server
6 30 (32.97%) Visualisation
7 22 (24.18%) Microsoft
8 21 (23.08%) SQL Server Reporting Services
9 19 (20.88%) C#
10 18 (19.78%) Data Modelling
10 18 (19.78%) Hadoop
10 18 (19.78%) Data Visualisation
11 17 (18.68%) Business Development
11 17 (18.68%) SQL Server Integration Services
12 16 (17.58%) .NET
12 16 (17.58%) Oracle
13 15 (16.48%) OO
13 15 (16.48%) MS Excel
13 15 (16.48%) MVC
13 15 (16.48%) Retail
13 15 (16.48%) .NET Framework
13 15 (16.48%) Degree
14 14 (15.38%) TDD
14 14 (15.38%) Big Data Analytics
15 13 (14.29%) ArcSight
15 13 (14.29%) SIEM
15 13 (14.29%) NoSQL
15 13 (14.29%) Cybersecurity

Data Analytics
Top Related IT Skills in West 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 33 (36.26%) SAS
2 2 (2.20%) Apache Spark
Applications
1 15 (16.48%) MS Excel
2 11 (12.09%) SPSS
3 1 (1.10%) MS Office
Business Applications
1 4 (4.40%) Adobe Campaign
2 1 (1.10%) FastStats
Cloud Services
1 6 (6.59%) Amazon AWS
Communications & Networking
1 6 (6.59%) Internet
Database & Business Intelligence
1 32 (35.16%) Big Data
2 31 (34.07%) SQL Server
3 21 (23.08%) SQL Server Reporting Services
4 18 (19.78%) Hadoop
5 17 (18.68%) SQL Server Integration Services
6 13 (14.29%) NoSQL
7 11 (12.09%) QlikView
8 9 (9.89%) GIS
9 6 (6.59%) Relational Database
10 4 (4.40%) BusinessObjects
10 4 (4.40%) Data Warehouse
10 4 (4.40%) DataStage
10 4 (4.40%) Spotfire
11 3 (3.30%) Oracle Database
11 3 (3.30%) RDBMS
11 3 (3.30%) SQL Server 2012
12 2 (2.20%) Apache Hive
12 2 (2.20%) HBase
13 1 (1.10%) SQL Server 2008
13 1 (1.10%) SSDT
Development Applications
1 6 (6.59%) Git (software)
2 5 (5.49%) Team Foundation Server
3 3 (3.30%) Selenium
3 3 (3.30%) SoapUI
4 2 (2.20%) JUnit
5 1 (1.10%) Visual Studio
General
1 33 (36.26%) Finance
2 15 (16.48%) Retail
3 12 (13.19%) Marketing
4 11 (12.09%) Banking
5 2 (2.20%) Back Office
6 1 (1.10%) Advertising
Job Titles
1 24 (26.37%) Consultant
2 20 (21.98%) Team Leader
3 19 (20.88%) Data Consultant
4 14 (15.38%) Analytics Consultant
4 14 (15.38%) Business Intelligence Consultant
4 14 (15.38%) Development Team Leader
5 12 (13.19%) Data Analytics Consultant
6 10 (10.99%) Analyst
7 7 (7.69%) Business Consultant
8 6 (6.59%) Big Data Consultant
8 6 (6.59%) Hadoop Consultant
8 6 (6.59%) Insight Analyst
8 6 (6.59%) Senior Consultant
8 6 (6.59%) Technologist
9 5 (5.49%) .NET Development Team Leader
9 5 (5.49%) Analytics Manager
9 5 (5.49%) Marketing Analytics Analyst
9 5 (5.49%) Marketing Insight Analyst
9 5 (5.49%) Marketing Specialist
9 5 (5.49%) SQL Analyst
Libraries, Frameworks & Software Standards
1 16 (17.58%) .NET
2 15 (16.48%) .NET Framework
3 5 (5.49%) ASP.NET
4 2 (2.20%) Kafka
5 1 (1.10%) ASP.NET MVC
5 1 (1.10%) Entity Framework
5 1 (1.10%) NHibernate
5 1 (1.10%) XML
Miscellaneous
1 30 (32.97%) Visualisation
2 12 (13.19%) Credit Risk
2 12 (13.19%) Cyberthreat
3 10 (10.99%) Analytical Skills
4 7 (7.69%) Computer Science
4 7 (7.69%) Security Operations Centre
5 6 (6.59%) Cyber Attack
5 6 (6.59%) Cybercrime
5 6 (6.59%) Internet of Things
5 6 (6.59%) Management Information System
6 4 (4.40%) PMI
7 2 (2.20%) Applied Mathematics
7 2 (2.20%) Artificial Intelligence
7 2 (2.20%) Enterprise Software
7 2 (2.20%) Mathematics
7 2 (2.20%) Statistics
8 1 (1.10%) Data Protection Act
Processes & Methodologies
1 91 (100.00%) Analytics
2 32 (35.16%) Business Intelligence
3 18 (19.78%) Data Modelling
3 18 (19.78%) Data Visualisation
4 17 (18.68%) Business Development
5 15 (16.48%) MVC
5 15 (16.48%) OO
6 14 (15.38%) Big Data Analytics
6 14 (15.38%) TDD
7 13 (14.29%) Cybersecurity
7 13 (14.29%) SIEM
8 11 (12.09%) Project Management
9 10 (10.99%) Business Analytics
9 10 (10.99%) Global Marketing
9 10 (10.99%) System Testing
10 8 (8.79%) PRINCE2
11 7 (7.69%) BPMN
11 7 (7.69%) Predictive Analytics
11 7 (7.69%) Requirements Management
11 7 (7.69%) SysML
Programming Languages
1 47 (51.65%) SQL
2 19 (20.88%) C#
3 11 (12.09%) Python
4 6 (6.59%) JavaScript
4 6 (6.59%) Ruby
5 3 (3.30%) T-SQL
6 2 (2.20%) C
6 2 (2.20%) C++
6 2 (2.20%) Java
6 2 (2.20%) R
6 2 (2.20%) Scala
6 2 (2.20%) Shell Script
6 2 (2.20%) VB.NET
7 1 (1.10%) VBA
Qualifications
1 15 (16.48%) Degree
2 4 (4.40%) PMI Certification
3 3 (3.30%) ISTQB
3 3 (3.30%) ISTQB Foundation Certification
4 2 (2.20%) Microsoft Certification
4 2 (2.20%) PhD
Quality Assurance & Compliance
1 4 (4.40%) IAS 39
1 4 (4.40%) QA
2 1 (1.10%) Actionable Recommendations
2 1 (1.10%) Data Quality
Vendors
1 22 (24.18%) Microsoft
2 16 (17.58%) Oracle
3 13 (14.29%) ArcSight
3 13 (14.29%) HP
4 10 (10.99%) Salesforce.com
5 8 (8.79%) Ab Initio
5 8 (8.79%) Informatica
6 7 (7.69%) Blue Coat
6 7 (7.69%) CA
6 7 (7.69%) Cisco
6 7 (7.69%) FireEye
6 7 (7.69%) Forcepoint
6 7 (7.69%) Hortonworks
6 7 (7.69%) Juniper
6 7 (7.69%) Palo Alto
7 6 (6.59%) Intel
7 6 (6.59%) SolarWinds
7 6 (6.59%) Tableau
8 4 (4.40%) Hyperion
8 4 (4.40%) MicroStrategy
West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £60000 per annum + Extensive Benefits Package
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Salary: £45000 - £55000 per annum
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