Period
to 19 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire with a requirement for Data Science skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Science over the 6 months to 19 November 2018 with a comparison to the same period in the previous 2 years.

Data Science
West Midlands > Warwickshire
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 63 81 102
Rank change year-on-year +18 +21 +3
Permanent jobs citing Data Science 5 32 9
As % of all permanent IT jobs advertised in Warwickshire 0.70% 2.54% 0.76%
As % of the Processes & Methodologies category 0.77% 2.80% 0.82%
Number of salaries quoted 5 31 12
Warwickshire median annual salary £42,500 £37,500 £36,250
Median salary % change year-on-year +13.33% +3.45% -34.09%
10th Percentile £38,750 £26,250 £32,500
90th Percentile £69,800 £56,250 £47,000
West Midlands median annual salary £42,500 £41,250 £45,000
% change year-on-year +3.03% -8.33% -14.29%

Data Science is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warwickshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwickshire
Permanent vacancies with a requirement for process or methodology skills 651 1,143 1,099
As % of all permanent IT jobs advertised in Warwickshire 91.43% 90.79% 92.98%
Number of salaries quoted 508 1,038 850
Warwickshire median annual salary £42,500 £37,500 £38,500
Median salary % change year-on-year +13.33% -2.60% -1.28%
10th Percentile £26,750 £23,750 £22,500
90th Percentile £67,500 £60,000 £57,500
West Midlands median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

Data Science
Job Vacancy Trend in Warwickshire

Job postings citing Data Science as a percentage of all IT jobs advertised in Warwickshire.

Job vacancy trend for Data Science in Warwickshire

Data Science
Salary Trend in Warwickshire

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

Salary trend for Data Science in Warwickshire

Data Science
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Data Science in Warwickshire over the 6 months to 19 November 2018.

Salary histogram for Data Science in Warwickshire

Data Science
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 Science within the Warwickshire region over the 6 months to 19 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leamington Spa - 1 £75,000 -
Nuneaton - 1 £42,500 -
Gaydon - 1 £57,000 -
Data Science
West Midlands

For the 6 months to 19 November 2018, IT jobs citing Data Science also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Warwickshire region with a requirement for Data Science.

1 4 (80.00%) Business Intelligence
1 4 (80.00%) Degree
1 4 (80.00%) Machine Learning
2 3 (60.00%) Big Data
2 3 (60.00%) Tableau
2 3 (60.00%) Analytical Skills
2 3 (60.00%) Apache Spark
2 3 (60.00%) Power BI
2 3 (60.00%) SQL
2 3 (60.00%) Retail
3 2 (40.00%) Python
3 2 (40.00%) E-Commerce
3 2 (40.00%) Statistics
3 2 (40.00%) Marketing
3 2 (40.00%) Mathematics
3 2 (40.00%) QlikView
3 2 (40.00%) Amazon QuickSight
3 2 (40.00%) Marketing Strategy
3 2 (40.00%) Data Quality
3 2 (40.00%) Customer Insight
3 2 (40.00%) Hadoop
3 2 (40.00%) Visualisation
3 2 (40.00%) Amazon AWS
3 2 (40.00%) Stakeholder Engagement
3 2 (40.00%) Apache Hive
3 2 (40.00%) R
3 2 (40.00%) Agile Software Development
4 1 (20.00%) Data Visualisation
4 1 (20.00%) NoSQL
4 1 (20.00%) Software Architecture

Data Science
Co-occurring 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 3 (60.00%) Apache Spark
Cloud Services
1 2 (40.00%) Amazon AWS
2 1 (20.00%) Azure Data Factory
2 1 (20.00%) Microsoft Azure
Database & Business Intelligence
1 3 (60.00%) Big Data
1 3 (60.00%) Power BI
2 2 (40.00%) Amazon QuickSight
2 2 (40.00%) Apache Hive
2 2 (40.00%) Hadoop
2 2 (40.00%) QlikView
3 1 (20.00%) Data Warehouse
3 1 (20.00%) NoSQL
3 1 (20.00%) SQL Server
3 1 (20.00%) SQL Server Integration Services
3 1 (20.00%) SQL Server Reporting Services
General
1 3 (60.00%) Retail
2 2 (40.00%) Marketing
Job Titles
1 3 (60.00%) Data Scientist
2 1 (20.00%) Architect
2 1 (20.00%) Business Intelligence Developer
2 1 (20.00%) Data Architect
2 1 (20.00%) Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) Kafka
Miscellaneous
1 3 (60.00%) Analytical Skills
2 1 (20.00%) Computer Science
Processes & Methodologies
1 4 (80.00%) Business Intelligence
1 4 (80.00%) Machine Learning
2 2 (40.00%) Agile Software Development
2 2 (40.00%) Customer Insight
2 2 (40.00%) E-Commerce
2 2 (40.00%) Marketing Strategy
2 2 (40.00%) Mathematics
2 2 (40.00%) Stakeholder Engagement
2 2 (40.00%) Statistics
2 2 (40.00%) Visualisation
3 1 (20.00%) Analytics
3 1 (20.00%) Data Analytics
3 1 (20.00%) Data Governance
3 1 (20.00%) Data Strategy
3 1 (20.00%) Data Visualisation
3 1 (20.00%) Defect Tracking
3 1 (20.00%) Linear Regression
3 1 (20.00%) Master Data Management
3 1 (20.00%) Metadata Management
3 1 (20.00%) Software Architecture
Programming Languages
1 3 (60.00%) SQL
2 2 (40.00%) Python
2 2 (40.00%) R
Qualifications
1 4 (80.00%) Degree
2 1 (20.00%) Computer Science Degree
2 1 (20.00%) ISEB
2 1 (20.00%) Master's Degree
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
Vendors
1 3 (60.00%) Tableau
2 1 (20.00%) Alteryx
2 1 (20.00%) Hortonworks
2 1 (20.00%) Microsoft