The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Warwick region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Data Analysis
Rank 36 32 34
Rank change year-on-year
-4 +2
Permanent jobs citing Data Analysis 24 10 6
As % of all permanent IT jobs located in Warwick 8.00% 3.66% 4.05%
As % of the Processes & Methodologies category 8.57% 4.27% 4.51%
Number of salaries quoted 9 5 1
Median salary £50,000 £57,500 £57,500
Median salary % change year-on-year
-13.04% -
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
Data Analysis
Warwickshire

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

Processes & Methodologies Category
Warwick
Permanent IT job ads with a match in the
Processes & Methodologies category
280 234 133
As % of all permanent IT jobs located in Warwick 93.33% 85.71% 89.86%
Number of salaries quoted 128 200 111
Median salary £50,000 £48,500 £40,000
Median salary % change year-on-year
+3.09% +21.25%
90% offered a salary of more than £32,500 £32,500 £35,000
10% offered a salary of more than £60,000 £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 Warwick

The demand trend of job ads across the Warwick 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 Warwick

Data Analysis
Salary Trend in Warwick

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

Data Analysis Salary Trend in Warwick

Data Analysis
Salary Histogram in Warwick

This chart provides a salary histogram for IT jobs citing Data Analysis across the Warwick region over the 3 months to 27 June 2016.

Data Analysis Salary Histogram in Warwick

Data Analysis
Top 30 Related IT Skills in Warwick

For the 6 months to 27 June 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 Warwick region with a requirement for Data Analysis.

1 38 (62.30%) Marketing
2 36 (59.02%) SQL
3 34 (55.74%) Hadoop
4 33 (54.10%) SQL Server
5 30 (49.18%) T-SQL
5 30 (49.18%) Windows
5 30 (49.18%) QlikView
5 30 (49.18%) SQL Server Reporting Services
5 30 (49.18%) SQL Server Integration Services
5 30 (49.18%) Data Quality
6 27 (44.26%) Business Intelligence
7 25 (40.98%) Tableau
8 24 (39.34%) Apache Cassandra
8 24 (39.34%) R
8 24 (39.34%) Predictive Modelling
8 24 (39.34%) Big Data
8 24 (39.34%) Statistical Modelling
8 24 (39.34%) Analytics
8 24 (39.34%) Apache Spark
8 24 (39.34%) Algorithms
9 20 (32.79%) Roambi
9 20 (32.79%) Data Mart
9 20 (32.79%) SQL Server Analysis Services
9 20 (32.79%) PL/SQL
9 20 (32.79%) Oracle
9 20 (32.79%) PostgreSQL
10 19 (31.15%) Data Warehouse
11 16 (26.23%) Finance
11 16 (26.23%) Database Tuning
11 16 (26.23%) Performance Tuning

Data Analysis
Top Related IT Skills in Warwick 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 24 (39.34%) Apache Spark
2 11 (18.03%) Apache
3 1 (1.64%) SharePoint
Applications
1 2 (3.28%) MS Excel
1 2 (3.28%) MS Office
2 1 (1.64%) MS PowerPoint
Cloud Services
1 1 (1.64%) SaaS
Database & Business Intelligence
1 34 (55.74%) Hadoop
2 33 (54.10%) SQL Server
3 30 (49.18%) QlikView
3 30 (49.18%) SQL Server Integration Services
3 30 (49.18%) SQL Server Reporting Services
4 24 (39.34%) Apache Cassandra
4 24 (39.34%) Big Data
5 20 (32.79%) Data Mart
5 20 (32.79%) PostgreSQL
5 20 (32.79%) Roambi
5 20 (32.79%) SQL Server Analysis Services
6 19 (31.15%) Data Warehouse
7 1 (1.64%) BusinessObjects
7 1 (1.64%) SAP HANA
General
1 38 (62.30%) Marketing
2 16 (26.23%) Finance
3 14 (22.95%) Billing
4 1 (1.64%) Manufacturing
4 1 (1.64%) Telecoms
Job Titles
1 31 (50.82%) Developer
2 28 (45.90%) Analyst
3 26 (42.62%) Business Intelligence Analyst
4 25 (40.98%) Analyst Developer
4 25 (40.98%) Business Intelligence Developer
5 24 (39.34%) Data Scientist
5 24 (39.34%) Senior Data Scientist
6 14 (22.95%) Business Intelligence Lead
6 14 (22.95%) Lead Analyst Developer
6 14 (22.95%) Lead Developer
6 14 (22.95%) SQL Analyst
7 13 (21.31%) Oracle Analyst
7 13 (21.31%) Oracle BI Developer
7 13 (21.31%) Oracle Developer
7 13 (21.31%) SQL BI Developer
7 13 (21.31%) SQL Developer
7 13 (21.31%) T-SQL Developer
8 5 (8.20%) QlikView Developer
8 5 (8.20%) Senior Analyst Developer
8 5 (8.20%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 1 (1.64%) HTML
Miscellaneous
1 24 (39.34%) Algorithms
2 13 (21.31%) Digital Media
2 13 (21.31%) Management Information System
2 13 (21.31%) Social Media
3 11 (18.03%) Smart Meter
3 11 (18.03%) Statistics
4 10 (16.39%) Visualisation
5 2 (3.28%) Analytical Skills
5 2 (3.28%) Data Conversion
6 1 (1.64%) Computer Science
6 1 (1.64%) Data Extraction
Operating Systems
1 30 (49.18%) Windows
Processes & Methodologies
1 27 (44.26%) Business Intelligence
2 24 (39.34%) Analytics
2 24 (39.34%) Predictive Modelling
2 24 (39.34%) Statistical Modelling
3 16 (26.23%) Database Tuning
3 16 (26.23%) Performance Tuning
4 14 (22.95%) Stakeholder Management
4 14 (22.95%) Use Case
5 13 (21.31%) Customer Engagement
5 13 (21.31%) Data Management
5 13 (21.31%) Yield Management
6 11 (18.03%) Bayesian Methods
6 11 (18.03%) Machine Learning
6 11 (18.03%) Time Series Analysis
7 10 (16.39%) Data Modelling
7 10 (16.39%) ETL
8 5 (8.20%) Data Migration
8 5 (8.20%) Migration
8 5 (8.20%) Time Management
8 5 (8.20%) Unit Testing
Programming Languages
1 36 (59.02%) SQL
2 30 (49.18%) T-SQL
3 24 (39.34%) R
4 20 (32.79%) PL/SQL
5 11 (18.03%) Scala
6 1 (1.64%) VB
Qualifications
1 5 (8.20%) Degree
Quality Assurance & Compliance
1 30 (49.18%) Data Quality
Vendors
1 25 (40.98%) Tableau
2 20 (32.79%) Oracle
3 10 (16.39%) Zoomdata
4 1 (1.64%) Microsoft
4 1 (1.64%) Remedy
4 1 (1.64%) SAP