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

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 158 150 156
Rank change year-on-year
-8 +6
Permanent jobs citing Data Analysis 41 57 67
As % of all permanent IT jobs located in West Yorkshire 1.02% 1.27% 1.34%
As % of the Processes & Methodologies category 1.11% 1.44% 1.52%
Number of salaries quoted 20 51 64
Median salary £33,750 £35,000 £40,000
Median salary % change year-on-year
-3.57% -12.50%
90% offered a salary of more than £25,000 £28,000 £26,500
10% offered a salary of more than £50,000 £40,000 £65,000
UK excluding London median salary £40,000 £37,500 £38,000
% change year-on-year
+6.66% -1.31%
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
3682 3968 4405
As % of all permanent IT jobs located in West Yorkshire 91.23% 88.49% 87.78%
Number of salaries quoted 3016 3082 3581
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 £30,000
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 28 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 28 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 -10 35 £35,000 +7.69% 9
Bradford 0 3 - - 2
Halifax +1 1 £27,500 -26.66% 2
Huddersfield 0 1 £28,500 +58.33%
Data Analysis
Yorkshire

Data Analysis
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 28 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 56 (65.12%) SQL
2 43 (50.00%) MS Excel
3 29 (33.72%) Business Intelligence
3 29 (33.72%) SQL Server
4 27 (31.40%) T-SQL
5 24 (27.91%) SQL Server Integration Services
6 23 (26.74%) Microsoft
7 19 (22.09%) Data Warehouse
8 18 (20.93%) MS Office
9 17 (19.77%) Analytical Skills
10 16 (18.60%) ITIL
10 16 (18.60%) SQL Server Reporting Services
11 15 (17.44%) Agile Software Development
11 15 (17.44%) Finance
12 13 (15.12%) Management Information System
13 12 (13.95%) Data Quality
14 11 (12.79%) Systems Analysis
14 11 (12.79%) Data Management
15 10 (11.63%) SQL Server Analysis Services
15 10 (11.63%) Service Management
15 10 (11.63%) Data Mining
16 8 (9.30%) Incident Management
16 8 (9.30%) Visualisation
16 8 (9.30%) Marketing
16 8 (9.30%) ETL
16 8 (9.30%) Oracle
16 8 (9.30%) ITIL Certification
17 7 (8.14%) Change Management
17 7 (8.14%) Migration
17 7 (8.14%) Stakeholder Management

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 (5.81%) Apache Pig
1 5 (5.81%) Apache Spark
2 4 (4.65%) Drupal
2 4 (4.65%) WordPress
3 2 (2.33%) CMS
4 1 (1.16%) SAS
Applications
1 43 (50.00%) MS Excel
2 18 (20.93%) MS Office
3 7 (8.14%) MS PowerPoint
4 5 (5.81%) MS Visio
Business Applications
1 4 (4.65%) Magento
Cloud Services
1 5 (5.81%) SaaS
2 1 (1.16%) Google Analytics
2 1 (1.16%) Google Cloud Platform
Communications & Networking
1 3 (3.49%) SMS
Database & Business Intelligence
1 29 (33.72%) SQL Server
2 24 (27.91%) SQL Server Integration Services
3 19 (22.09%) Data Warehouse
4 16 (18.60%) SQL Server Reporting Services
5 10 (11.63%) Data Mining
5 10 (11.63%) SQL Server Analysis Services
6 6 (6.98%) Big Data
7 5 (5.81%) Apache Hive
7 5 (5.81%) BusinessObjects
7 5 (5.81%) BusinessObjects XI
7 5 (5.81%) Hadoop
7 5 (5.81%) Impala
7 5 (5.81%) QlikView
8 4 (4.65%) MySQL
9 2 (2.33%) Microsoft Power View
9 2 (2.33%) MS Access
9 2 (2.33%) Oracle Reports
9 2 (2.33%) Power BI
9 2 (2.33%) SQL Server 2014
10 1 (1.16%) BigQuery
Development Applications
1 1 (1.16%) SQL Server Management Studio (SSMS)
General
1 15 (17.44%) Finance
2 8 (9.30%) Marketing
3 6 (6.98%) Automotive
4 4 (4.65%) Legal
5 3 (3.49%) Games
6 2 (2.33%) Billing
6 2 (2.33%) Law
7 1 (1.16%) Banking
7 1 (1.16%) Financial Institution
7 1 (1.16%) Retail
Job Titles
1 66 (76.74%) Analyst
2 19 (22.09%) SQL Analyst
3 15 (17.44%) Business Analyst
3 15 (17.44%) Data Analyst
4 14 (16.28%) Developer
5 13 (15.12%) Data Business Analyst
5 13 (15.12%) Systems Analyst
6 11 (12.79%) Business Systems Analyst
6 11 (12.79%) SQL Data Analyst
7 9 (10.47%) Analyst Developer
8 8 (9.30%) IT Analyst
8 8 (9.30%) Service Analyst
9 7 (8.14%) Technical Analyst
10 6 (6.98%) Product Analyst
11 5 (5.81%) Data Engineer
11 5 (5.81%) Incident Analyst
11 5 (5.81%) ITIL Service Analyst
12 4 (4.65%) Full Stack Developer
12 4 (4.65%) Full Stack Web Developer
12 4 (4.65%) Technical Editor
Libraries, Frameworks & Software Standards
1 6 (6.98%) CSS
1 6 (6.98%) HTML
2 5 (5.81%) Apache Camel
2 5 (5.81%) D3.js
2 5 (5.81%) Kafka
2 5 (5.81%) NumPy
2 5 (5.81%) Velocity
3 4 (4.65%) HTML5
3 4 (4.65%) jQuery
3 4 (4.65%) Sass
4 1 (1.16%) Web Services
Miscellaneous
1 17 (19.77%) Analytical Skills
2 13 (15.12%) Management Information System
3 8 (9.30%) Visualisation
4 6 (6.98%) User Experience
5 4 (4.65%) Mobile App
6 3 (3.49%) CMDB
6 3 (3.49%) NHS
7 2 (2.33%) Data Protection Act
7 2 (2.33%) IVR
8 1 (1.16%) Client/Server
8 1 (1.16%) Computer Science
8 1 (1.16%) Mathematics
8 1 (1.16%) Statistics
Operating Systems
1 5 (5.81%) Windows
Processes & Methodologies
1 29 (33.72%) Business Intelligence
2 16 (18.60%) ITIL
3 15 (17.44%) Agile Software Development
4 11 (12.79%) Data Management
4 11 (12.79%) Systems Analysis
5 10 (11.63%) Service Management
6 8 (9.30%) ETL
6 8 (9.30%) Incident Management
7 7 (8.14%) Change Management
7 7 (8.14%) E-Commerce
7 7 (8.14%) Migration
7 7 (8.14%) Stakeholder Management
8 6 (6.98%) Dashboard Development
9 5 (5.81%) Analytics
9 5 (5.81%) Data Entry
9 5 (5.81%) Data Governance
9 5 (5.81%) Data Visualisation
9 5 (5.81%) Exploratory Data Analysis
9 5 (5.81%) Kimball Methodology
9 5 (5.81%) MapReduce
Programming Languages
1 56 (65.12%) SQL
2 27 (31.40%) T-SQL
3 6 (6.98%) Python
3 6 (6.98%) R
4 5 (5.81%) Java
4 5 (5.81%) MATLAB
5 4 (4.65%) PHP
5 4 (4.65%) VBA
6 1 (1.16%) PowerShell
Qualifications
1 8 (9.30%) ITIL Certification
2 5 (5.81%) PhD
3 2 (2.33%) CCA
4 1 (1.16%) Degree
Quality Assurance & Compliance
1 12 (13.95%) Data Quality
2 3 (3.49%) SLA
3 1 (1.16%) QA
System Software
1 5 (5.81%) Apache Flume
1 5 (5.81%) HDFS
2 3 (3.49%) Active Directory
Systems Management
1 3 (3.49%) Oracle EDQ
2 2 (2.33%) Systems Management Server (SMS)
Vendors
1 23 (26.74%) Microsoft
2 8 (9.30%) Oracle
3 6 (6.98%) Informatica
3 6 (6.98%) Sagent
4 5 (5.81%) Cloudera
4 5 (5.81%) Hortonworks
4 5 (5.81%) MapR
4 5 (5.81%) Tableau
5 3 (3.49%) DataFlux
5 3 (3.49%) Datanomic
5 3 (3.49%) SAP
5 3 (3.49%) ServiceNow
6 1 (1.16%) Facebook
6 1 (1.16%) Google
Leeds, West Yorkshire
Searchability
Salary: £40000 - £50000 per annum + Bonuses
Posted: Yesterday
Leeds
Churchill Frank International
Salary: £45000 - £55000 per annum + bonus, pensions, benefits
Posted: 2 days ago
Leeds
Churchill Frank International
Salary: £40000 - £50000 per annum + bonus, pension
Posted: 3 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Unspecified
Posted: 3 days ago
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £80000.00 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Integrity IT Solutions
Salary: Circa £65,000 + Benefits
Posted: 3 days ago
Leeds
Hays Specialist Recruitment
Salary: Negotiable + Bonus
Posted: 18 days ago
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £80000.00 per annum + Benefits
Posted: 3 days ago
Leeds
Hays Specialist Recruitment
Salary: £25000.00 - £28000.00 per annum
Posted: 12 days ago