Period
to 12 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Derbyshire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 12 December 2017 with a comparison to the same period in the previous 2 years.

Big Data
East Midlands > Derbyshire
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 66 52 97
Rank change year-on-year -14 +45 -11
Permanent jobs citing Big Data 11 20 5
As % of all permanent IT jobs advertised in Derbyshire 1.51% 2.90% 0.44%
As % of the Database & Business Intelligence category 4.25% 8.40% 1.21%
Number of salaries quoted 11 13 4
Derbyshire median annual salary £45,000 £35,000 £55,000
Median salary % change year-on-year +28.57% -36.36% +60.58%
10th Percentile £32,500 £21,500 £49,000
90th Percentile £47,500 £58,500 £64,675
East Midlands median annual salary £52,500 £62,500 £70,000
% change year-on-year -16.00% -10.71% +64.71%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Derbyshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Derbyshire
Permanent vacancies with a requirement for database or business intelligence skills 259 238 412
As % of all permanent IT jobs advertised in Derbyshire 35.53% 34.49% 35.98%
Number of salaries quoted 200 185 329
Derbyshire median annual salary £37,500 £37,500 £40,000
Median salary % change year-on-year - -6.25% +5.96%
10th Percentile £26,700 £26,250 £23,750
90th Percentile £61,000 £55,000 £57,500
East Midlands median annual salary £40,000 £40,000 £40,000

Big Data
Job Vacancy Trend in Derbyshire

Job postings citing Big Data as a percentage of all IT jobs advertised in Derbyshire.

Job vacancy trend for Big Data in Derbyshire

Big Data
Salary Trend in Derbyshire

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

Salary trend for Big Data in Derbyshire

Big Data
Salary Histogram in Derbyshire

The salary distribution of IT jobs citing Big Data in Derbyshire over the 6 months to 12 December 2017.

Salary histogram for Big Data in Derbyshire

Big Data
Job Locations in Derbyshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Derbyshire region over the 6 months to 12 December 2017. 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
Derby 0 10 £42,500 +4.29% 1
Big Data
East Midlands

For the 6 months to 12 December 2017, IT jobs citing Big Data 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 Derbyshire region with a requirement for Big Data.

1 10 (90.91%) SQL
2 9 (81.82%) Mathematics
2 9 (81.82%) Physics
2 9 (81.82%) Computer Science
3 8 (72.73%) Master's Degree
3 8 (72.73%) Numerate Degree
3 8 (72.73%) Degree
4 7 (63.64%) Business Intelligence
5 6 (54.55%) Microsoft
5 6 (54.55%) SQL Server Integration Services
5 6 (54.55%) SQL Server Analysis Services
6 5 (45.45%) SQL Server Reporting Services
7 4 (36.36%) Java
7 4 (36.36%) Python
7 4 (36.36%) Visualisation
7 4 (36.36%) R
7 4 (36.36%) Data Visualisation
7 4 (36.36%) Analytics
7 4 (36.36%) Apache Spark
8 3 (27.27%) Algorithms
8 3 (27.27%) Predictive Analytics
8 3 (27.27%) Machine Learning
8 3 (27.27%) Data Analytics
8 3 (27.27%) C
8 3 (27.27%) C#
8 3 (27.27%) C++
8 3 (27.27%) Apache
8 3 (27.27%) MATLAB
9 2 (18.18%) Power BI
10 1 (9.09%) Spring Cloud

Big Data
Co-occurring IT Skills in Derbyshire 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 4 (36.36%) Apache Spark
2 3 (27.27%) Apache
3 1 (9.09%) SharePoint
Business Applications
1 1 (9.09%) Dynamics AX
1 1 (9.09%) NetSuite
Cloud Services
1 1 (9.09%) Amazon AWS
1 1 (9.09%) Microsoft Azure
Database & Business Intelligence
1 6 (54.55%) SQL Server Analysis Services
1 6 (54.55%) SQL Server Integration Services
2 5 (45.45%) SQL Server Reporting Services
3 2 (18.18%) Power BI
4 1 (9.09%) Apache Cassandra
4 1 (9.09%) Apache Hive
4 1 (9.09%) Data Warehouse
4 1 (9.09%) Hadoop
4 1 (9.09%) Impala
4 1 (9.09%) MySQL
4 1 (9.09%) QlikView
4 1 (9.09%) SQL Server
Development Applications
1 1 (9.09%) JUnit
1 1 (9.09%) Team Foundation Server
General
1 1 (9.09%) Finance
Job Titles
1 6 (54.55%) Developer
2 5 (45.45%) Business Intelligence Developer
3 4 (36.36%) Data Scientist
4 1 (9.09%) Business Intelligence Manager
4 1 (9.09%) Business Manager
4 1 (9.09%) Java Developer
4 1 (9.09%) Java Software Developer
4 1 (9.09%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 1 (9.09%) AngularJS
1 1 (9.09%) Hibernate
1 1 (9.09%) HTML
1 1 (9.09%) HTML5
1 1 (9.09%) JPA
1 1 (9.09%) MDX
1 1 (9.09%) Spring
1 1 (9.09%) Spring Boot
1 1 (9.09%) Spring Cloud
Miscellaneous
1 9 (81.82%) Computer Science
2 3 (27.27%) Algorithms
Processes & Methodologies
1 9 (81.82%) Mathematics
1 9 (81.82%) Physics
2 7 (63.64%) Business Intelligence
3 4 (36.36%) Analytics
3 4 (36.36%) Data Visualisation
3 4 (36.36%) Visualisation
4 3 (27.27%) Data Analytics
4 3 (27.27%) Machine Learning
4 3 (27.27%) Predictive Analytics
5 1 (9.09%) Data Management
5 1 (9.09%) Data Strategy
5 1 (9.09%) Dimensional Modelling
5 1 (9.09%) ERP
5 1 (9.09%) ETL
5 1 (9.09%) ETL Development
5 1 (9.09%) Kimball Methodology
5 1 (9.09%) Statistical Analysis
5 1 (9.09%) Statistics
Programming Languages
1 10 (90.91%) SQL
2 4 (36.36%) Java
2 4 (36.36%) Python
2 4 (36.36%) R
3 3 (27.27%) C
3 3 (27.27%) C#
3 3 (27.27%) C++
3 3 (27.27%) MATLAB
4 1 (9.09%) JavaScript
4 1 (9.09%) T-SQL
Qualifications
1 8 (72.73%) Degree
1 8 (72.73%) Master's Degree
1 8 (72.73%) Numerate Degree
2 1 (9.09%) PhD
Vendors
1 6 (54.55%) Microsoft
2 1 (9.09%) JD Edwards
2 1 (9.09%) Tableau
2 1 (9.09%) Teradata