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

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 166 167 137
Rank change year-on-year
+1 -30
Permanent jobs citing Data Analysis 33 49 83
As % of all permanent IT jobs located in West Yorkshire 0.85% 1.02% 1.73%
As % of the Processes & Methodologies category 0.93% 1.14% 1.98%
Number of salaries quoted 18 45 83
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 £32,700 £27,700 £27,500
10% offered a salary of more than £65,000 £48,000 £65,000
UK excluding London median salary £40,000 £37,722 £38,625
% change year-on-year
+6.04% -2.33%
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
3532 4309 4193
As % of all permanent IT jobs located in West Yorkshire 90.63% 89.90% 87.32%
Number of salaries quoted 2984 3405 3322
Median salary £42,750 £43,596 £40,000
Median salary % change year-on-year
-1.93% +8.98%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £65,000 £55,000 £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 24 July 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 24 July 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 +24 29 £35,000 -12.50% 4
Bradford -4 3 £60,000 +71.42% 1
Halifax +1 1 - -
Wakefield - 1 £40,000 - 1
Data Analysis
Yorkshire

Data Analysis
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 24 July 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 35 (45.45%) SQL
2 29 (37.66%) Business Intelligence
3 28 (36.36%) SQL Server
4 22 (28.57%) MS Excel
5 21 (27.27%) Data Warehouse
6 20 (25.97%) ITIL
7 18 (23.38%) Agile Software Development
8 14 (18.18%) SQL Server Reporting Services
8 14 (18.18%) SQL Server Integration Services
8 14 (18.18%) T-SQL
9 12 (15.58%) Visualisation
9 12 (15.58%) Service Management
9 12 (15.58%) Management Information System
10 11 (14.29%) Systems Analysis
11 10 (12.99%) Microsoft
11 10 (12.99%) ITIL Certification
11 10 (12.99%) MS Office
11 10 (12.99%) Incident Management
12 9 (11.69%) Finance
12 9 (11.69%) QlikView
12 9 (11.69%) Tableau
13 8 (10.39%) SQL Server Analysis Services
13 8 (10.39%) Stakeholder Management
13 8 (10.39%) E-Commerce
13 8 (10.39%) Data Mining
14 7 (9.09%) ETL
14 7 (9.09%) Oracle
14 7 (9.09%) Data Modelling
14 7 (9.09%) Change Management
15 6 (7.79%) Power BI

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 (6.49%) Apache Pig
1 5 (6.49%) Apache Spark
2 4 (5.19%) Drupal
2 4 (5.19%) SAS
2 4 (5.19%) WordPress
3 1 (1.30%) Apache
Applications
1 22 (28.57%) MS Excel
2 10 (12.99%) MS Office
3 2 (2.60%) MS Visio
Business Applications
1 4 (5.19%) Magento
Cloud Services
1 4 (5.19%) SaaS
2 2 (2.60%) Google Analytics
3 1 (1.30%) Adobe Analytics
3 1 (1.30%) Google Cloud Platform
3 1 (1.30%) PaaS
Communications & Networking
1 3 (3.90%) SMS
Database & Business Intelligence
1 28 (36.36%) SQL Server
2 21 (27.27%) Data Warehouse
3 14 (18.18%) SQL Server Integration Services
3 14 (18.18%) SQL Server Reporting Services
4 9 (11.69%) QlikView
5 8 (10.39%) Data Mining
5 8 (10.39%) SQL Server Analysis Services
6 6 (7.79%) Big Data
6 6 (7.79%) Power BI
6 6 (7.79%) SQL Server 2014
7 5 (6.49%) Apache Hive
7 5 (6.49%) Hadoop
7 5 (6.49%) Impala
7 5 (6.49%) MySQL
7 5 (6.49%) SQL Server 2012
8 4 (5.19%) Biml
9 2 (2.60%) BusinessObjects
9 2 (2.60%) Microsoft Power View
9 2 (2.60%) Oracle Reports
10 1 (1.30%) SAP BI
Development Applications
1 4 (5.19%) Git (software)
1 4 (5.19%) JIRA
General
1 9 (11.69%) Finance
2 6 (7.79%) Marketing
3 3 (3.90%) Games
4 2 (2.60%) Legal
4 2 (2.60%) Retail
5 1 (1.30%) Automotive
5 1 (1.30%) Banking
5 1 (1.30%) Retail Banking
Job Titles
1 51 (66.23%) Analyst
2 19 (24.68%) SQL Analyst
3 18 (23.38%) Business Analyst
4 14 (18.18%) Developer
5 13 (16.88%) Data Business Analyst
6 12 (15.58%) SQL Data Analyst
7 11 (14.29%) Business Systems Analyst
7 11 (14.29%) Systems Analyst
8 10 (12.99%) Service Analyst
9 9 (11.69%) IT Analyst
10 7 (9.09%) Data Analyst
10 7 (9.09%) Incident Analyst
10 7 (9.09%) ITIL Service Analyst
11 5 (6.49%) Data Engineer
11 5 (6.49%) PHP Developer
12 4 (5.19%) Analyst Developer
12 4 (5.19%) Data Warehouse Developer
12 4 (5.19%) Full Stack Developer
12 4 (5.19%) Full Stack Web Developer
12 4 (5.19%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 5 (6.49%) Apache Camel
1 5 (6.49%) CSS
1 5 (6.49%) D3.js
1 5 (6.49%) HTML
1 5 (6.49%) Kafka
1 5 (6.49%) NumPy
1 5 (6.49%) Velocity
2 4 (5.19%) HTML5
2 4 (5.19%) jQuery
2 4 (5.19%) MDX
2 4 (5.19%) Sass
3 1 (1.30%) Ajax
3 1 (1.30%) LAMP
3 1 (1.30%) Web Services
Miscellaneous
1 12 (15.58%) Management Information System
1 12 (15.58%) Visualisation
2 6 (7.79%) Statistics
3 4 (5.19%) Analytical Skills
3 4 (5.19%) Mobile App
3 4 (5.19%) User Experience
4 3 (3.90%) CMDB
4 3 (3.90%) NHS
5 1 (1.30%) Client/Server
5 1 (1.30%) Computer Science
5 1 (1.30%) Mathematics
Operating Systems
1 5 (6.49%) Windows
2 1 (1.30%) Linux
Processes & Methodologies
1 29 (37.66%) Business Intelligence
2 20 (25.97%) ITIL
3 18 (23.38%) Agile Software Development
4 12 (15.58%) Service Management
5 11 (14.29%) Systems Analysis
6 10 (12.99%) Incident Management
7 8 (10.39%) E-Commerce
7 8 (10.39%) Stakeholder Management
8 7 (9.09%) Change Management
8 7 (9.09%) Data Modelling
8 7 (9.09%) ETL
9 6 (7.79%) Dashboard Development
9 6 (7.79%) Data Management
10 5 (6.49%) Actionable Insight
10 5 (6.49%) Data Entry
10 5 (6.49%) Data Migration
10 5 (6.49%) Data Visualisation
10 5 (6.49%) ETL Development
10 5 (6.49%) Exploratory Data Analysis
10 5 (6.49%) Kimball Methodology
Programming Languages
1 35 (45.45%) SQL
2 14 (18.18%) T-SQL
3 6 (7.79%) Python
3 6 (7.79%) R
4 5 (6.49%) Java
4 5 (6.49%) MATLAB
4 5 (6.49%) PHP
5 4 (5.19%) C#
6 2 (2.60%) VBA
7 1 (1.30%) JavaScript
7 1 (1.30%) PowerShell
Qualifications
1 10 (12.99%) ITIL Certification
2 5 (6.49%) PhD
3 4 (5.19%) MCSA
3 4 (5.19%) MCSE
3 4 (5.19%) Microsoft Certification
4 2 (2.60%) Degree
5 1 (1.30%) APMP
5 1 (1.30%) PRINCE2 Certification
Quality Assurance & Compliance
1 2 (2.60%) Data Quality
1 2 (2.60%) SLA
2 1 (1.30%) QA
System Software
1 5 (6.49%) Apache Flume
1 5 (6.49%) HDFS
2 3 (3.90%) Active Directory
Vendors
1 10 (12.99%) Microsoft
2 9 (11.69%) Tableau
3 7 (9.09%) Oracle
4 5 (6.49%) Cloudera
4 5 (6.49%) Hortonworks
4 5 (6.49%) MapR
5 4 (5.19%) MicroStrategy
5 4 (5.19%) SAP
5 4 (5.19%) Sun
6 3 (3.90%) Informatica
6 3 (3.90%) ServiceNow
7 2 (2.60%) Google
8 1 (1.30%) Adobe
8 1 (1.30%) DoubleClick
8 1 (1.30%) Facebook
8 1 (1.30%) Sagent
West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £48000 per annum + Benefits
Posted: 3 days ago
Bradford
Hays Specialist Recruitment
Salary: £40000.00 - £48000.00 per annum
Posted: 10 days ago
Leeds, West Yorkshire
Integrity IT Solutions
Salary: Up to £80,000 per annum + Bonus + Benefits
Posted: 4 days ago
Wakefield, West Yorkshire
QUANTICA
Salary: £35000 - £45000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Market Rates + Benefits
Posted: 4 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 12 days ago