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 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 67 48 71
Rank change year-on-year
-19 +23
Permanent jobs citing Data Analysis 9 26 9
As % of all permanent IT jobs located in Warwickshire 1.44% 3.93% 1.23%
As % of the Processes & Methodologies category 1.56% 4.43% 1.35%
Number of salaries quoted 7 17 6
Median salary £30,000 £40,000 £42,750
Median salary % change year-on-year
-25.00% -6.43%
90% offered a salary of more than £29,000 £28,250 £35,500
10% offered a salary of more than £39,400 £52,500 £52,500
UK excluding London median salary £42,000 £40,000 £38,000
% change year-on-year
+5.00% +5.26%
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
578 587 665
As % of all permanent IT jobs located in Warwickshire 92.33% 88.80% 90.85%
Number of salaries quoted 458 524 569
Median salary £38,500 £42,500 £40,000
Median salary % change year-on-year
-9.41% +6.25%
90% offered a salary of more than £27,000 £27,500 £27,500
10% offered a salary of more than £55,000 £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 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 30 September 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 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
Rugby - 3 £29,000 -
Warwick -8 2 - -
Leamington Spa 0 1 £30,000 +6.66% 1
Data Analysis
West Midlands

Data Analysis
Top 30 Related IT Skills in Warwickshire

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 Warwickshire region with a requirement for Data Analysis.

1 25 (65.79%) SQL
2 23 (60.53%) Hadoop
3 18 (47.37%) SQL Server
4 13 (34.21%) SQL Server Reporting Services
4 13 (34.21%) R
4 13 (34.21%) Machine Learning
4 13 (34.21%) Analytics
5 12 (31.58%) Big Data
5 12 (31.58%) SQL Server Integration Services
5 12 (31.58%) Statistics
5 12 (31.58%) Marketing
5 12 (31.58%) ETL
6 11 (28.95%) Business Intelligence
6 11 (28.95%) Apache
6 11 (28.95%) Statistical Modelling
6 11 (28.95%) Bayesian Methods
6 11 (28.95%) Time Series Analysis
6 11 (28.95%) Apache Cassandra
6 11 (28.95%) Predictive Modelling
6 11 (28.95%) Smart Meter
6 11 (28.95%) Scala
6 11 (28.95%) Apache Spark
6 11 (28.95%) Algorithms
6 11 (28.95%) Sentiment Analysis
7 10 (26.32%) Zoomdata
7 10 (26.32%) Data Quality
7 10 (26.32%) Visualisation
7 10 (26.32%) Database Tuning
7 10 (26.32%) Performance Tuning
7 10 (26.32%) Windows

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 11 (28.95%) Apache
1 11 (28.95%) Apache Spark
2 2 (5.26%) ArcGIS
3 1 (2.63%) SharePoint
Applications
1 5 (13.16%) MS PowerPoint
2 4 (10.53%) MS Excel
3 1 (2.63%) MS Office
Business Applications
1 3 (7.89%) Dynamics CRM
Cloud Services
1 1 (2.63%) SaaS
Database & Business Intelligence
1 23 (60.53%) Hadoop
2 18 (47.37%) SQL Server
3 13 (34.21%) SQL Server Reporting Services
4 12 (31.58%) Big Data
4 12 (31.58%) SQL Server Integration Services
5 11 (28.95%) Apache Cassandra
6 10 (26.32%) QlikView
7 6 (15.79%) Data Warehouse
8 3 (7.89%) Power BI
9 2 (5.26%) Apache Hive
9 2 (5.26%) Spatial Data
10 1 (2.63%) BusinessObjects
10 1 (2.63%) Enterprise Data Warehouse
General
1 12 (31.58%) Marketing
2 4 (10.53%) Finance
3 1 (2.63%) Local Government
3 1 (2.63%) Manufacturing
3 1 (2.63%) Telecoms
Job Titles
1 15 (39.47%) Analyst
2 13 (34.21%) Data Scientist
3 11 (28.95%) Senior Data Scientist
4 10 (26.32%) Developer
5 6 (15.79%) Data Analyst
5 6 (15.79%) Senior Analyst
6 5 (13.16%) Analyst Developer
6 5 (13.16%) Business Intelligence Analyst
6 5 (13.16%) Business Intelligence Developer
6 5 (13.16%) QlikView Developer
6 5 (13.16%) Senior Analyst Developer
6 5 (13.16%) Senior Business Intelligence Analyst
6 5 (13.16%) Senior Business Intelligence Developer
6 5 (13.16%) Senior Developer
7 4 (10.53%) Excel Analyst
8 3 (7.89%) Business Manager
8 3 (7.89%) Business Systems Manager
8 3 (7.89%) CRM Manager
8 3 (7.89%) Systems Manager
9 2 (5.26%) Systems Analyst
Libraries, Frameworks & Software Standards
1 2 (5.26%) Django
2 1 (2.63%) HTML
Miscellaneous
1 12 (31.58%) Statistics
2 11 (28.95%) Algorithms
2 11 (28.95%) Smart Meter
3 10 (26.32%) Visualisation
4 5 (13.16%) Analytical Skills
5 4 (10.53%) Mathematics
6 2 (5.26%) Computer Science
7 1 (2.63%) Data Conversion
7 1 (2.63%) Economics
7 1 (2.63%) Management Information System
Operating Systems
1 10 (26.32%) Windows
Processes & Methodologies
1 13 (34.21%) Analytics
1 13 (34.21%) Machine Learning
2 12 (31.58%) ETL
3 11 (28.95%) Bayesian Methods
3 11 (28.95%) Business Intelligence
3 11 (28.95%) Predictive Modelling
3 11 (28.95%) Sentiment Analysis
3 11 (28.95%) Statistical Modelling
3 11 (28.95%) Time Series Analysis
4 10 (26.32%) Data Modelling
4 10 (26.32%) Database Tuning
4 10 (26.32%) Performance Tuning
5 5 (13.16%) Dashboard Development
5 5 (13.16%) Data Visualisation
6 4 (10.53%) Time Management
7 3 (7.89%) Business Analysis
7 3 (7.89%) CRM
7 3 (7.89%) ITIL
7 3 (7.89%) Stakeholder Management
8 2 (5.26%) Migration
Programming Languages
1 25 (65.79%) SQL
2 13 (34.21%) R
3 11 (28.95%) Scala
4 10 (26.32%) T-SQL
5 2 (5.26%) Python
6 1 (2.63%) C
6 1 (2.63%) VB
Qualifications
1 4 (10.53%) Degree
Quality Assurance & Compliance
1 10 (26.32%) Data Quality
Vendors
1 10 (26.32%) Zoomdata
2 5 (13.16%) Microsoft
2 5 (13.16%) Tableau
3 1 (2.63%) Ariba
3 1 (2.63%) Cognos
3 1 (2.63%) Northgate
Warwickshire
Austin Fraser
Salary: £35000.00 - £45000.00 per annum + Benefits
Posted: 19 hours ago
Leamington Spa, Warwickshire
The Bridge Ltd
Salary: Benefits
Posted: 2 days ago