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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 38 36 30
Rank change year-on-year
-2 -6
Permanent jobs citing Data Analysis 21 7 5
As % of all permanent IT jobs located in Warwick 7.39% 2.89% 3.03%
As % of the Processes & Methodologies category 7.92% 3.29% 3.40%
Number of salaries quoted 8 3 1
Median salary £50,000 £37,500 £57,500
Median salary % change year-on-year
+33.33% -34.78%
UK excluding London median salary £40,000 £37,861 £38,500
% change year-on-year
+5.65% -1.66%
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
265 213 147
As % of all permanent IT jobs located in Warwick 93.31% 88.02% 89.09%
Number of salaries quoted 111 179 119
Median salary £50,000 £50,000 £40,000
Median salary % change year-on-year
- +25.00%
90% offered a salary of more than £32,500 £29,000 £34,600
10% offered a salary of more than £60,000 £55,000 £80,000
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 25 July 2016.

Data Analysis Salary Histogram in Warwick

Data Analysis
Top 30 Related IT Skills in Warwick

For the 6 months to 25 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 Warwick region with a requirement for Data Analysis.

1 28 (65.12%) Hadoop
2 27 (62.79%) SQL
3 26 (60.47%) Marketing
4 20 (46.51%) SQL Server
5 19 (44.19%) Big Data
6 18 (41.86%) Statistical Modelling
6 18 (41.86%) Analytics
6 18 (41.86%) Apache Spark
6 18 (41.86%) Algorithms
6 18 (41.86%) Predictive Modelling
6 18 (41.86%) Apache Cassandra
6 18 (41.86%) R
6 18 (41.86%) Data Quality
6 18 (41.86%) Windows
6 18 (41.86%) T-SQL
6 18 (41.86%) QlikView
6 18 (41.86%) SQL Server Reporting Services
6 18 (41.86%) SQL Server Integration Services
7 15 (34.88%) Business Intelligence
8 13 (30.23%) Data Warehouse
8 13 (30.23%) Tableau
9 11 (25.58%) Bayesian Methods
9 11 (25.58%) Time Series Analysis
9 11 (25.58%) Machine Learning
9 11 (25.58%) Apache
9 11 (25.58%) Statistics
9 11 (25.58%) Smart Meter
9 11 (25.58%) Scala
10 10 (23.26%) Database Tuning
10 10 (23.26%) 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 18 (41.86%) Apache Spark
2 11 (25.58%) Apache
3 1 (2.33%) SharePoint
Applications
1 1 (2.33%) MS Excel
1 1 (2.33%) MS Office
1 1 (2.33%) MS PowerPoint
Cloud Services
1 1 (2.33%) SaaS
Database & Business Intelligence
1 28 (65.12%) Hadoop
2 20 (46.51%) SQL Server
3 19 (44.19%) Big Data
4 18 (41.86%) Apache Cassandra
4 18 (41.86%) QlikView
4 18 (41.86%) SQL Server Integration Services
4 18 (41.86%) SQL Server Reporting Services
5 13 (30.23%) Data Warehouse
6 8 (18.60%) Data Mart
6 8 (18.60%) PostgreSQL
6 8 (18.60%) Roambi
6 8 (18.60%) SQL Server Analysis Services
7 1 (2.33%) BusinessObjects
7 1 (2.33%) SAP HANA
General
1 26 (60.47%) Marketing
2 9 (20.93%) Finance
3 8 (18.60%) Billing
4 1 (2.33%) Manufacturing
4 1 (2.33%) Telecoms
Job Titles
1 18 (41.86%) Data Scientist
1 18 (41.86%) Developer
1 18 (41.86%) Senior Data Scientist
2 17 (39.53%) Analyst
3 14 (32.56%) Business Intelligence Analyst
4 13 (30.23%) Analyst Developer
4 13 (30.23%) Business Intelligence Developer
5 8 (18.60%) Business Intelligence Lead
5 8 (18.60%) Lead Analyst Developer
5 8 (18.60%) Lead Developer
6 6 (13.95%) Senior Analyst
6 6 (13.95%) SQL Analyst
7 5 (11.63%) Oracle Analyst
7 5 (11.63%) Oracle Developer
7 5 (11.63%) Senior Analyst Developer
7 5 (11.63%) Senior Business Intelligence Analyst
7 5 (11.63%) Senior Developer
7 5 (11.63%) SQL BI Developer
7 5 (11.63%) SQL Developer
7 5 (11.63%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 1 (2.33%) HTML
Miscellaneous
1 18 (41.86%) Algorithms
2 11 (25.58%) Smart Meter
2 11 (25.58%) Statistics
3 10 (23.26%) Visualisation
4 7 (16.28%) Digital Media
4 7 (16.28%) Management Information System
4 7 (16.28%) Social Media
5 2 (4.65%) Analytical Skills
6 1 (2.33%) Computer Science
6 1 (2.33%) Data Conversion
Operating Systems
1 18 (41.86%) Windows
Processes & Methodologies
1 18 (41.86%) Analytics
1 18 (41.86%) Predictive Modelling
1 18 (41.86%) Statistical Modelling
2 15 (34.88%) Business Intelligence
3 11 (25.58%) Bayesian Methods
3 11 (25.58%) Machine Learning
3 11 (25.58%) Time Series Analysis
4 10 (23.26%) Data Modelling
4 10 (23.26%) Database Tuning
4 10 (23.26%) ETL
4 10 (23.26%) Performance Tuning
5 8 (18.60%) Data Management
5 8 (18.60%) Stakeholder Management
5 8 (18.60%) Use Case
6 7 (16.28%) Customer Engagement
6 7 (16.28%) Yield Management
7 5 (11.63%) Dashboard Development
7 5 (11.63%) Data Visualisation
8 4 (9.30%) Time Management
8 4 (9.30%) Unit Testing
Programming Languages
1 27 (62.79%) SQL
2 18 (41.86%) R
2 18 (41.86%) T-SQL
3 11 (25.58%) Scala
4 8 (18.60%) PL/SQL
5 1 (2.33%) VB
Qualifications
1 1 (2.33%) Degree
Quality Assurance & Compliance
1 18 (41.86%) Data Quality
Vendors
1 13 (30.23%) Tableau
2 10 (23.26%) Zoomdata
3 8 (18.60%) Oracle
4 1 (2.33%) Ariba
4 1 (2.33%) Remedy
4 1 (2.33%) SAP