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

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 46 32 40
Rank change year-on-year
-14 +8
Permanent jobs citing Data Analysis 2 13 2
As % of all permanent IT jobs located in Warwick 0.90% 6.50% 0.97%
As % of the Processes & Methodologies category 0.95% 7.10% 1.04%
Number of salaries quoted 0 9 1
Median salary - £33,500 £42,000
Median salary % change year-on-year
- -20.23%
UK excluding London median salary £42,000 £40,000 £38,000
% change year-on-year
+5.00% +5.26%
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
210 183 192
As % of all permanent IT jobs located in Warwick 94.17% 91.50% 93.20%
Number of salaries quoted 128 159 168
Median salary £37,500 £50,000 £44,000
Median salary % change year-on-year
-25.00% +13.63%
90% offered a salary of more than £32,500 £30,000 £32,500
10% offered a salary of more than £56,750 £58,000 £80,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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
Top 30 Related IT Skills in Warwick

For the 6 months to 28 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 Warwick region with a requirement for Data Analysis.

1 22 (84.62%) SQL
2 21 (80.77%) Hadoop
3 12 (46.15%) Big Data
3 12 (46.15%) SQL Server
4 11 (42.31%) Apache
4 11 (42.31%) Statistical Modelling
4 11 (42.31%) Analytics
4 11 (42.31%) Machine Learning
4 11 (42.31%) Bayesian Methods
4 11 (42.31%) Time Series Analysis
4 11 (42.31%) Smart Meter
4 11 (42.31%) Scala
4 11 (42.31%) Predictive Modelling
4 11 (42.31%) Apache Cassandra
4 11 (42.31%) R
4 11 (42.31%) Statistics
4 11 (42.31%) Marketing
4 11 (42.31%) Apache Spark
4 11 (42.31%) Algorithms
4 11 (42.31%) Sentiment Analysis
5 10 (38.46%) Zoomdata
5 10 (38.46%) Performance Tuning
5 10 (38.46%) SQL Server Integration Services
5 10 (38.46%) QlikView
5 10 (38.46%) Data Quality
5 10 (38.46%) Visualisation
5 10 (38.46%) Database Tuning
5 10 (38.46%) Windows
5 10 (38.46%) T-SQL
5 10 (38.46%) Data Modelling

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 11 (42.31%) Apache
1 11 (42.31%) Apache Spark
2 1 (3.85%) SharePoint
Applications
1 1 (3.85%) MS Excel
1 1 (3.85%) MS Office
1 1 (3.85%) MS PowerPoint
Cloud Services
1 1 (3.85%) SaaS
Database & Business Intelligence
1 21 (80.77%) Hadoop
2 12 (46.15%) Big Data
2 12 (46.15%) SQL Server
3 11 (42.31%) Apache Cassandra
4 10 (38.46%) QlikView
4 10 (38.46%) SQL Server Integration Services
4 10 (38.46%) SQL Server Reporting Services
5 5 (19.23%) Data Warehouse
General
1 11 (42.31%) Marketing
2 1 (3.85%) Manufacturing
2 1 (3.85%) Telecoms
Job Titles
1 11 (42.31%) Data Scientist
1 11 (42.31%) Senior Data Scientist
2 10 (38.46%) Developer
3 9 (34.62%) Analyst
4 6 (23.08%) Senior Analyst
5 5 (19.23%) Analyst Developer
5 5 (19.23%) Business Intelligence Analyst
5 5 (19.23%) Business Intelligence Developer
5 5 (19.23%) QlikView Developer
5 5 (19.23%) Senior Analyst Developer
5 5 (19.23%) Senior Business Intelligence Analyst
5 5 (19.23%) Senior Business Intelligence Developer
5 5 (19.23%) Senior Developer
6 2 (7.69%) Data Analyst
6 2 (7.69%) Systems Analyst
7 1 (3.85%) Data Manager
7 1 (3.85%) Data Migration Analyst
7 1 (3.85%) Data Migration Manager
7 1 (3.85%) Senior Systems Analyst
7 1 (3.85%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 1 (3.85%) HTML
Miscellaneous
1 11 (42.31%) Algorithms
1 11 (42.31%) Smart Meter
1 11 (42.31%) Statistics
2 10 (38.46%) Visualisation
3 1 (3.85%) Analytical Skills
3 1 (3.85%) Data Conversion
Operating Systems
1 10 (38.46%) Windows
Processes & Methodologies
1 11 (42.31%) Analytics
1 11 (42.31%) Bayesian Methods
1 11 (42.31%) Machine Learning
1 11 (42.31%) Predictive Modelling
1 11 (42.31%) Sentiment Analysis
1 11 (42.31%) Statistical Modelling
1 11 (42.31%) Time Series Analysis
2 10 (38.46%) Data Modelling
2 10 (38.46%) Database Tuning
2 10 (38.46%) ETL
2 10 (38.46%) Performance Tuning
3 6 (23.08%) Business Intelligence
4 5 (19.23%) Dashboard Development
4 5 (19.23%) Data Visualisation
5 2 (7.69%) Data Migration
5 2 (7.69%) Migration
5 2 (7.69%) Time Management
5 2 (7.69%) Unit Testing
6 1 (3.85%) Asset Management
6 1 (3.85%) Data Management
Programming Languages
1 22 (84.62%) SQL
2 11 (42.31%) R
2 11 (42.31%) Scala
3 10 (38.46%) T-SQL
4 1 (3.85%) VB
Quality Assurance & Compliance
1 10 (38.46%) Data Quality
Vendors
1 10 (38.46%) Zoomdata
2 5 (19.23%) Tableau
3 1 (3.85%) Ariba