The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Warwickshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 51 69 52
Rank change year-on-year
+18 -17
Permanent jobs citing Data Analysis 29 19 19
As % of all permanent IT jobs located in Warwickshire 4.69% 2.26% 2.60%
As % of the Processes & Methodologies category 5.21% 2.59% 3.05%
Number of salaries quoted 14 9 13
Median salary £50,000 £57,500 £42,500
Median salary % change year-on-year
-13.04% +35.29%
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
Data Analysis
West Midlands

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

Processes & Methodologies Category
Warwickshire
Permanent IT job ads with a match in the
Processes & Methodologies category
557 733 623
As % of all permanent IT jobs located in Warwickshire 90.13% 87.16% 85.23%
Number of salaries quoted 376 644 533
Median salary £47,500 £43,500 £40,000
Median salary % change year-on-year
+9.19% +8.75%
90% offered a salary of more than £25,000 £25,200 £28,500
10% offered a salary of more than £60,000 £55,000 £57,500
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 Warwickshire

The demand trend of job ads across the Warwickshire 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 Warwickshire

Data Analysis
Salary Trend in Warwickshire

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

Data Analysis Salary Trend in Warwickshire

Data Analysis
Salary Histogram in Warwickshire

This chart provides a salary histogram for IT jobs citing Data Analysis across the Warwickshire region over the 3 months to 1 July 2016.

Data Analysis Salary Histogram in Warwickshire

Data Analysis
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Warwickshire region over the 3 months to 1 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
Warwick -4 24 £50,000 -13.04% 2
Rugby -3 3 £60,000 +155.31%
Atherstone - 1 £20,000 -
Gaydon - 1 £26,500 -
Data Analysis
West Midlands

Data Analysis
Top 30 Related IT Skills in Warwickshire

For the 6 months to 1 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 Warwickshire region with a requirement for Data Analysis.

1 37 (57.81%) Marketing
2 36 (56.25%) SQL
3 35 (54.69%) SQL Server
4 33 (51.56%) Hadoop
5 29 (45.31%) Business Intelligence
5 29 (45.31%) SQL Server Reporting Services
6 28 (43.75%) SQL Server Integration Services
6 28 (43.75%) QlikView
6 28 (43.75%) T-SQL
6 28 (43.75%) Windows
6 28 (43.75%) Data Quality
7 24 (37.50%) Analytics
8 23 (35.94%) Big Data
8 23 (35.94%) Statistical Modelling
8 23 (35.94%) R
8 23 (35.94%) Tableau
8 23 (35.94%) Predictive Modelling
8 23 (35.94%) Apache Cassandra
8 23 (35.94%) Apache Spark
8 23 (35.94%) Algorithms
9 19 (29.69%) Data Warehouse
10 18 (28.13%) PL/SQL
10 18 (28.13%) Oracle
10 18 (28.13%) PostgreSQL
10 18 (28.13%) SQL Server Analysis Services
10 18 (28.13%) Data Mart
10 18 (28.13%) Roambi
11 16 (25.00%) Stakeholder Management
12 15 (23.44%) Finance
12 15 (23.44%) Database Tuning

Data Analysis
Top Related IT Skills in Warwickshire 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 23 (35.94%) Apache Spark
2 11 (17.19%) Apache
3 1 (1.56%) SharePoint
Applications
1 3 (4.69%) MS Excel
2 2 (3.13%) MS Office
3 1 (1.56%) MS PowerPoint
Business Applications
1 3 (4.69%) Dynamics CRM
Cloud Services
1 1 (1.56%) SaaS
Database & Business Intelligence
1 35 (54.69%) SQL Server
2 33 (51.56%) Hadoop
3 29 (45.31%) SQL Server Reporting Services
4 28 (43.75%) QlikView
4 28 (43.75%) SQL Server Integration Services
5 23 (35.94%) Apache Cassandra
5 23 (35.94%) Big Data
6 19 (29.69%) Data Warehouse
7 18 (28.13%) Data Mart
7 18 (28.13%) PostgreSQL
7 18 (28.13%) Roambi
7 18 (28.13%) SQL Server Analysis Services
8 3 (4.69%) Power BI
9 2 (3.13%) BusinessObjects
10 1 (1.56%) Enterprise Data Warehouse
10 1 (1.56%) SAP HANA
General
1 37 (57.81%) Marketing
2 15 (23.44%) Finance
3 13 (20.31%) Billing
4 1 (1.56%) Manufacturing
4 1 (1.56%) Telecoms
Job Titles
1 29 (45.31%) Analyst
1 29 (45.31%) Developer
2 24 (37.50%) Business Intelligence Analyst
3 23 (35.94%) Analyst Developer
3 23 (35.94%) Business Intelligence Developer
3 23 (35.94%) Data Scientist
3 23 (35.94%) Senior Data Scientist
4 13 (20.31%) Business Intelligence Lead
4 13 (20.31%) Lead Analyst Developer
4 13 (20.31%) Lead Developer
4 13 (20.31%) SQL Analyst
5 12 (18.75%) Oracle Analyst
5 12 (18.75%) Oracle BI Developer
5 12 (18.75%) Oracle Developer
5 12 (18.75%) SQL BI Developer
5 12 (18.75%) SQL Developer
5 12 (18.75%) T-SQL Developer
6 5 (7.81%) QlikView Developer
6 5 (7.81%) Senior Analyst Developer
6 5 (7.81%) Senior Developer
Libraries, Frameworks & Software Standards
1 1 (1.56%) HTML
Miscellaneous
1 23 (35.94%) Algorithms
2 12 (18.75%) Digital Media
2 12 (18.75%) Management Information System
2 12 (18.75%) Social Media
2 12 (18.75%) Statistics
3 11 (17.19%) Smart Meter
4 10 (15.63%) Visualisation
5 3 (4.69%) Analytical Skills
6 2 (3.13%) Data Conversion
6 2 (3.13%) Mathematics
7 1 (1.56%) Computer Science
7 1 (1.56%) Data Extraction
Operating Systems
1 28 (43.75%) Windows
Processes & Methodologies
1 29 (45.31%) Business Intelligence
2 24 (37.50%) Analytics
3 23 (35.94%) Predictive Modelling
3 23 (35.94%) Statistical Modelling
4 16 (25.00%) Stakeholder Management
5 15 (23.44%) Database Tuning
5 15 (23.44%) Performance Tuning
6 13 (20.31%) Use Case
7 12 (18.75%) Customer Engagement
7 12 (18.75%) Data Management
7 12 (18.75%) Yield Management
8 11 (17.19%) Bayesian Methods
8 11 (17.19%) Machine Learning
8 11 (17.19%) Time Series Analysis
9 10 (15.63%) Data Modelling
9 10 (15.63%) ETL
10 5 (7.81%) CRM
10 5 (7.81%) Data Visualisation
10 5 (7.81%) Migration
10 5 (7.81%) Unit Testing
Programming Languages
1 36 (56.25%) SQL
2 28 (43.75%) T-SQL
3 23 (35.94%) R
4 18 (28.13%) PL/SQL
5 11 (17.19%) Scala
6 1 (1.56%) C
6 1 (1.56%) VB
Qualifications
1 5 (7.81%) Degree
Quality Assurance & Compliance
1 28 (43.75%) Data Quality
Vendors
1 23 (35.94%) Tableau
2 18 (28.13%) Oracle
3 10 (15.63%) Zoomdata
4 5 (7.81%) Microsoft
5 1 (1.56%) Cognos
5 1 (1.56%) Remedy
5 1 (1.56%) SAP