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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 155 177 135
Rank change year-on-year
+22 -42
Permanent jobs citing Data Analysis 37 43 94
As % of all permanent IT jobs located in West Yorkshire 0.96% 0.91% 1.81%
As % of the Processes & Methodologies category 1.06% 0.99% 2.11%
Number of salaries quoted 28 28 81
Median salary £42,500 £31,750 £35,000
Median salary % change year-on-year
+33.85% -9.28%
90% offered a salary of more than £28,594 £24,700 £24,400
10% offered a salary of more than £80,000 £55,250 £47,500
UK excluding London median salary £42,000 £40,000 £38,000
% change year-on-year
+5.00% +5.26%
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
3497 4322 4447
As % of all permanent IT jobs located in West Yorkshire 90.93% 91.01% 85.83%
Number of salaries quoted 2926 3416 3436
Median salary £45,000 £43,500 £40,000
Median salary % change year-on-year
+3.44% +8.75%
90% offered a salary of more than £31,500 £30,000 £27,500
10% offered a salary of more than £65,000 £57,500 £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 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 30 September 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 30 September 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 +37 20 £42,500 +33.85% 4
Bradford -13 9 £50,000 +39.86% 2
Wakefield -7 6 £41,250 -
Halifax -18 2 £50,000 +17.64%
Huddersfield - 1 £50,000 -
Pudsey - 1 £23,500 -
Data Analysis
Yorkshire

Data Analysis
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 30 September 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 22 (28.57%) Business Intelligence
1 22 (28.57%) SQL
1 22 (28.57%) Agile Software Development
2 21 (27.27%) Finance
2 21 (27.27%) ITIL
3 18 (23.38%) Data Warehouse
4 17 (22.08%) MS Excel
4 17 (22.08%) SQL Server
5 15 (19.48%) Microsoft
6 14 (18.18%) Service Management
6 14 (18.18%) Stakeholder Management
7 11 (14.29%) Management Information System
8 10 (12.99%) Change Management
8 10 (12.99%) Data Management
8 10 (12.99%) PRINCE2
9 9 (11.69%) QlikView
9 9 (11.69%) Visualisation
9 9 (11.69%) Tableau
9 9 (11.69%) Systems Analysis
10 8 (10.39%) Incident Management
10 8 (10.39%) Statistics
10 8 (10.39%) Degree
10 8 (10.39%) ITIL Certification
10 8 (10.39%) Data Modelling
10 8 (10.39%) ETL
10 8 (10.39%) MS Office
11 7 (9.09%) PRINCE2 Certification
11 7 (9.09%) SQL Server Integration Services
11 7 (9.09%) Data Quality
11 7 (9.09%) Big Data

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 6 (7.79%) Apache Spark
1 6 (7.79%) SAS
2 5 (6.49%) Apache Pig
3 3 (3.90%) Apache
4 1 (1.30%) WebSphere
4 1 (1.30%) WebSphere Application Server
4 1 (1.30%) WebSphere Process Server
Applications
1 17 (22.08%) MS Excel
2 8 (10.39%) MS Office
3 3 (3.90%) Spreadsheet
4 2 (2.60%) MS PowerPoint
4 2 (2.60%) MS Project
4 2 (2.60%) MS Visio
Cloud Services
1 2 (2.60%) Google Analytics
2 1 (1.30%) Adobe Analytics
2 1 (1.30%) Google Cloud Platform
2 1 (1.30%) PaaS
Database & Business Intelligence
1 18 (23.38%) Data Warehouse
2 17 (22.08%) SQL Server
3 9 (11.69%) QlikView
4 7 (9.09%) Big Data
4 7 (9.09%) SQL Server Integration Services
4 7 (9.09%) SQL Server Reporting Services
5 6 (7.79%) Hadoop
6 5 (6.49%) Apache Hive
6 5 (6.49%) Data Mining
6 5 (6.49%) Impala
7 4 (5.19%) Biml
7 4 (5.19%) MySQL
7 4 (5.19%) Power BI
7 4 (5.19%) SQL Server 2012
7 4 (5.19%) SQL Server 2014
7 4 (5.19%) SQL Server Analysis Services
8 3 (3.90%) BusinessObjects
9 2 (2.60%) Oracle Database
10 1 (1.30%) BigQuery
10 1 (1.30%) Relational Database
Development Applications
1 4 (5.19%) Git (software)
1 4 (5.19%) JIRA
2 2 (2.60%) Team Foundation Server
General
1 21 (27.27%) Finance
2 6 (7.79%) Legal
3 2 (2.60%) Marketing
4 1 (1.30%) Banking
4 1 (1.30%) Billing
4 1 (1.30%) Games
4 1 (1.30%) Local Government
4 1 (1.30%) Manufacturing
4 1 (1.30%) Retail
4 1 (1.30%) Retail Banking
Job Titles
1 42 (54.55%) Analyst
2 19 (24.68%) Business Analyst
3 14 (18.18%) SQL Analyst
4 11 (14.29%) Data Business Analyst
5 10 (12.99%) Service Analyst
5 10 (12.99%) SQL Data Analyst
6 9 (11.69%) Business Systems Analyst
6 9 (11.69%) Systems Analyst
7 8 (10.39%) Developer
8 7 (9.09%) Incident Analyst
8 7 (9.09%) IT Analyst
8 7 (9.09%) ITIL Service Analyst
9 6 (7.79%) Commercial Manager
9 6 (7.79%) Contracts Manager
9 6 (7.79%) Senior Commercial Manager
9 6 (7.79%) Senior Manager
10 5 (6.49%) Data Analyst
10 5 (6.49%) Data Engineer
11 4 (5.19%) Data Warehouse Developer
12 3 (3.90%) Senior Analyst
Libraries, Frameworks & Software Standards
1 5 (6.49%) Apache Camel
1 5 (6.49%) D3.js
1 5 (6.49%) Kafka
1 5 (6.49%) NumPy
1 5 (6.49%) Velocity
2 4 (5.19%) MDX
3 3 (3.90%) Ajax
3 3 (3.90%) CSS
3 3 (3.90%) HTML
3 3 (3.90%) LAMP
Miscellaneous
1 11 (14.29%) Management Information System
2 9 (11.69%) Visualisation
3 8 (10.39%) Statistics
4 7 (9.09%) Analytical Skills
5 3 (3.90%) CMDB
5 3 (3.90%) Data Integration
5 3 (3.90%) Mathematics
6 2 (2.60%) Computer Science
7 1 (1.30%) Applied Mathematics
7 1 (1.30%) Client/Server
7 1 (1.30%) Data Extraction
7 1 (1.30%) Reference Data
Operating Systems
1 3 (3.90%) Linux
2 1 (1.30%) Windows
Processes & Methodologies
1 22 (28.57%) Agile Software Development
1 22 (28.57%) Business Intelligence
2 21 (27.27%) ITIL
3 14 (18.18%) Service Management
3 14 (18.18%) Stakeholder Management
4 10 (12.99%) Change Management
4 10 (12.99%) Data Management
4 10 (12.99%) PRINCE2
5 9 (11.69%) Systems Analysis
6 8 (10.39%) Data Modelling
6 8 (10.39%) ETL
6 8 (10.39%) Incident Management
7 7 (9.09%) ETL Development
7 7 (9.09%) Mentoring
7 7 (9.09%) People Management
8 6 (7.79%) Dashboard Development
8 6 (7.79%) Project Management
8 6 (7.79%) Waterfall
9 5 (6.49%) Asset Management
9 5 (6.49%) Cluster Analysis
Programming Languages
1 22 (28.57%) SQL
2 6 (7.79%) Python
2 6 (7.79%) R
3 5 (6.49%) Java
3 5 (6.49%) MATLAB
4 4 (5.19%) C#
4 4 (5.19%) T-SQL
5 3 (3.90%) JavaScript
5 3 (3.90%) PHP
5 3 (3.90%) VB
5 3 (3.90%) VBA
Qualifications
1 8 (10.39%) Degree
1 8 (10.39%) ITIL Certification
2 7 (9.09%) PRINCE2 Certification
3 5 (6.49%) APMP
3 5 (6.49%) PhD
4 4 (5.19%) MCSA
4 4 (5.19%) MCSE
4 4 (5.19%) Microsoft Certification
5 1 (1.30%) ACCA
5 1 (1.30%) CIMA
Quality Assurance & Compliance
1 7 (9.09%) Data Quality
2 3 (3.90%) QA
3 1 (1.30%) Sarbanes-Oxley
System Software
1 5 (6.49%) Apache Flume
1 5 (6.49%) HDFS
2 1 (1.30%) Active Directory
Vendors
1 15 (19.48%) Microsoft
2 9 (11.69%) Tableau
3 5 (6.49%) Cloudera
3 5 (6.49%) Hortonworks
3 5 (6.49%) MapR
4 4 (5.19%) MicroStrategy
4 4 (5.19%) Oracle
4 4 (5.19%) Sun
5 3 (3.90%) ServiceNow
6 2 (2.60%) Google
6 2 (2.60%) IBM
7 1 (1.30%) Adobe
7 1 (1.30%) Computacenter
7 1 (1.30%) DoubleClick
7 1 (1.30%) Facebook
7 1 (1.30%) Kenshoo
7 1 (1.30%) Marin
7 1 (1.30%) SAP
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £55000.00 - £65000.00 per annum + Car + Benefits
Posted: 2 days ago
Bradford
Hays Specialist Recruitment
Salary: £35000.00 - £37000.00 per annum
Posted: 14 days ago
Leeds, West Yorkshire
Connected IT
Salary: £23000 - £27000 per annum + Unrivalled Benefits
Posted: 13 days ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 21 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 14 days ago