The table below looks at the statistics for Data Analysis 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 Analysis over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 157 130 161
Rank change year-on-year
-27 +31
Permanent jobs citing Data Analysis 49 79 66
As % of all permanent IT jobs located in West Yorkshire 1.16% 1.67% 1.31%
As % of the Processes & Methodologies category 1.28% 1.89% 1.49%
Number of salaries quoted 32 69 60
Median salary £32,500 £34,500 £40,000
Median salary % change year-on-year
-5.79% -13.75%
90% offered a salary of more than £26,000 £27,500 £23,400
10% offered a salary of more than £49,250 £45,000 £50,000
UK excluding London median salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -2.59%
Data Analysis
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
3820 4172 4423
As % of all permanent IT jobs located in West Yorkshire 90.09% 88.39% 87.65%
Number of salaries quoted 3111 3204 3572
Median salary £42,500 £41,000 £40,000
Median salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £30,000 £30,000 £29,000
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 West Yorkshire

The demand trend of job ads across the West 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 West Yorkshire

Data Analysis
Salary Trend in West Yorkshire

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

Data Analysis Salary Trend in West Yorkshire

Data Analysis
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Data Analysis across the West Yorkshire region over the 3 months to 4 May 2016.

Data Analysis Salary Histogram in West Yorkshire

Data Analysis
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 Analysis within the West Yorkshire region over the 3 months to 4 May 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 -16 41 £32,500 - 8
Bradford -3 3 - - 2
Huddersfield -1 2 £29,250 +25.80%
Halifax - 1 £27,500 - 1
Wakefield - 1 £27,500 -
Data Analysis
Yorkshire

Data Analysis
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 4 May 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 West Yorkshire region with a requirement for Data Analysis.

1 52 (63.41%) SQL
2 42 (51.22%) MS Excel
3 27 (32.93%) T-SQL
4 26 (31.71%) SQL Server
5 25 (30.49%) Business Intelligence
5 25 (30.49%) Microsoft
6 24 (29.27%) SQL Server Integration Services
7 20 (24.39%) MS Office
8 19 (23.17%) Analytical Skills
9 17 (20.73%) Finance
10 16 (19.51%) SQL Server Reporting Services
11 15 (18.29%) Data Warehouse
12 14 (17.07%) ITIL
13 12 (14.63%) Agile Software Development
13 12 (14.63%) Data Quality
14 10 (12.20%) Management Information System
14 10 (12.20%) Data Mining
14 10 (12.20%) Data Management
14 10 (12.20%) SQL Server Analysis Services
15 8 (9.76%) Systems Analysis
15 8 (9.76%) Visualisation
15 8 (9.76%) MS PowerPoint
15 8 (9.76%) ETL
15 8 (9.76%) Oracle
15 8 (9.76%) Service Management
16 7 (8.54%) Migration
16 7 (8.54%) E-Commerce
16 7 (8.54%) Marketing
17 6 (7.32%) Incident Management
17 6 (7.32%) Python

Data Analysis
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 5 (6.10%) Apache Pig
1 5 (6.10%) Apache Spark
2 4 (4.88%) Drupal
2 4 (4.88%) WordPress
3 2 (2.44%) CMS
3 2 (2.44%) SAS
4 1 (1.22%) SharePoint
Applications
1 42 (51.22%) MS Excel
2 20 (24.39%) MS Office
3 8 (9.76%) MS PowerPoint
4 5 (6.10%) MS Visio
Business Applications
1 4 (4.88%) Magento
Cloud Services
1 5 (6.10%) SaaS
2 1 (1.22%) Google Analytics
2 1 (1.22%) Google Cloud Platform
Communications & Networking
1 3 (3.66%) SMS
Database & Business Intelligence
1 26 (31.71%) SQL Server
2 24 (29.27%) SQL Server Integration Services
3 16 (19.51%) SQL Server Reporting Services
4 15 (18.29%) Data Warehouse
5 10 (12.20%) Data Mining
5 10 (12.20%) SQL Server Analysis Services
6 6 (7.32%) Big Data
7 5 (6.10%) Apache Hive
7 5 (6.10%) BusinessObjects
7 5 (6.10%) BusinessObjects XI
7 5 (6.10%) Hadoop
7 5 (6.10%) Impala
7 5 (6.10%) QlikView
8 4 (4.88%) MySQL
9 2 (2.44%) Microsoft Power View
9 2 (2.44%) MS Access
9 2 (2.44%) Oracle Reports
9 2 (2.44%) Power BI
9 2 (2.44%) SQL Server 2014
10 1 (1.22%) BigQuery
Development Applications
1 1 (1.22%) SQL Server Management Studio (SSMS)
General
1 17 (20.73%) Finance
2 7 (8.54%) Marketing
3 6 (7.32%) Automotive
4 4 (4.88%) Legal
5 3 (3.66%) Billing
6 2 (2.44%) Games
6 2 (2.44%) Law
7 1 (1.22%) Banking
7 1 (1.22%) Financial Institution
7 1 (1.22%) Retail
Job Titles
1 61 (74.39%) Analyst
2 16 (19.51%) SQL Analyst
3 15 (18.29%) Data Analyst
4 14 (17.07%) Developer
5 11 (13.41%) Business Analyst
6 10 (12.20%) Systems Analyst
7 9 (10.98%) Analyst Developer
7 9 (10.98%) Data Business Analyst
8 8 (9.76%) Business Systems Analyst
8 8 (9.76%) SQL Data Analyst
9 7 (8.54%) Technical Analyst
10 6 (7.32%) IT Analyst
10 6 (7.32%) Product Analyst
10 6 (7.32%) Service Analyst
11 5 (6.10%) Data Engineer
12 4 (4.88%) Full Stack Developer
12 4 (4.88%) Full Stack Web Developer
12 4 (4.88%) PHP Web Developer
12 4 (4.88%) SQL Server Analyst
12 4 (4.88%) Technical Editor
Libraries, Frameworks & Software Standards
1 6 (7.32%) CSS
1 6 (7.32%) HTML
2 5 (6.10%) Apache Camel
2 5 (6.10%) D3.js
2 5 (6.10%) Kafka
2 5 (6.10%) NumPy
2 5 (6.10%) Velocity
3 4 (4.88%) HTML5
3 4 (4.88%) jQuery
3 4 (4.88%) Sass
4 1 (1.22%) Web Services
Miscellaneous
1 19 (23.17%) Analytical Skills
2 10 (12.20%) Management Information System
3 8 (9.76%) Visualisation
4 6 (7.32%) User Experience
5 4 (4.88%) Mobile App
6 3 (3.66%) CMDB
6 3 (3.66%) NHS
7 2 (2.44%) Data Protection Act
7 2 (2.44%) IVR
8 1 (1.22%) Client/Server
8 1 (1.22%) Computer Science
8 1 (1.22%) Mathematics
8 1 (1.22%) Statistics
Operating Systems
1 5 (6.10%) Windows
Processes & Methodologies
1 25 (30.49%) Business Intelligence
2 14 (17.07%) ITIL
3 12 (14.63%) Agile Software Development
4 10 (12.20%) Data Management
5 8 (9.76%) ETL
5 8 (9.76%) Service Management
5 8 (9.76%) Systems Analysis
6 7 (8.54%) E-Commerce
6 7 (8.54%) Migration
7 6 (7.32%) Analytics
7 6 (7.32%) Dashboard Development
7 6 (7.32%) Incident Management
7 6 (7.32%) Stakeholder Management
8 5 (6.10%) Cluster Analysis
8 5 (6.10%) Data Entry
8 5 (6.10%) Data Governance
8 5 (6.10%) Data Migration
8 5 (6.10%) Exploratory Data Analysis
8 5 (6.10%) Kimball Methodology
8 5 (6.10%) MapReduce
Programming Languages
1 52 (63.41%) SQL
2 27 (32.93%) T-SQL
3 6 (7.32%) Python
3 6 (7.32%) R
4 5 (6.10%) Java
4 5 (6.10%) MATLAB
5 4 (4.88%) PHP
5 4 (4.88%) VBA
6 1 (1.22%) C
6 1 (1.22%) PowerShell
Qualifications
1 6 (7.32%) ITIL Certification
2 5 (6.10%) PhD
3 2 (2.44%) CCA
4 1 (1.22%) Degree
Quality Assurance & Compliance
1 12 (14.63%) Data Quality
2 4 (4.88%) SLA
3 1 (1.22%) QA
System Software
1 5 (6.10%) Apache Flume
1 5 (6.10%) HDFS
2 3 (3.66%) Active Directory
Systems Management
1 3 (3.66%) Oracle EDQ
2 2 (2.44%) Systems Management Server (SMS)
Vendors
1 25 (30.49%) Microsoft
2 8 (9.76%) Oracle
3 6 (7.32%) Informatica
3 6 (7.32%) Sagent
4 5 (6.10%) Cloudera
4 5 (6.10%) Hortonworks
4 5 (6.10%) MapR
4 5 (6.10%) Tableau
5 3 (3.66%) DataFlux
5 3 (3.66%) Datanomic
5 3 (3.66%) SAP
5 3 (3.66%) ServiceNow
6 1 (1.22%) Facebook
6 1 (1.22%) Google
Leeds, West Yorkshire
The Bridge Ltd
Salary: Unspecified
Posted: 7 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + bonus!
Posted: 7 hours ago
Leeds, West Yorkshire
Searchability
Salary: £40000 - £50000 per annum + Bonuses
Posted: Yesterday
Leeds
Hays Specialist Recruitment
Salary: £25000.00 - £28000.00 per annum
Posted: 7 days ago
Leeds
William Hill
Salary: Competitive + benefits + holidays
Posted: 9 days ago