Period
to 22 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Derby 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 22 July 2017 with a comparison to the same period in the previous 2 years.

Big Data
Derbyshire > Derby
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 20 68 78
Rank change year-on-year +48 +10 +2
Permanent jobs citing Big Data 40 1 2
As % of all permanent IT jobs advertised in Derby 7.83% 0.18% 0.36%
As % of the Database & Business Intelligence category 22.60% 0.61% 1.18%
Number of salaries quoted 36 1 1
Derby median annual salary £42,500 £36,500 £50,000
Median salary % change year-on-year +16.44% -27.00% -20.00%
10th Percentile £30,000 £35,750 £45,000
90th Percentile £68,750 £37,250 £55,000
Derbyshire median annual salary £42,500 £65,000 £50,000
% change year-on-year -34.62% +30.00% -6.98%

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Derby with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Derby
Permanent job vacancies with a requirement for database and business intelligence skills 177 163 170
As % of all permanent IT job vacancies advertised in Derby 34.64% 28.60% 30.91%
Number of salaries quoted 138 142 154
Derby median annual salary £38,750 £37,500 £36,000
Median salary % change year-on-year +3.33% +4.17% -4.00%
10th Percentile £26,250 £25,125 £22,500
90th Percentile £51,250 £47,950 £45,000
Derbyshire median annual salary £37,500 £37,500 £40,000
% change year-on-year - -6.25% +6.67%

Big Data
Job Vacancy Trend in Derby

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

Job vacancy trend for Big Data in Derby

Big Data
Salary Trend in Derby

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

Salary trend for Big Data in Derby

Big Data
Salary Histogram in Derby

The salary distribution of IT jobs citing Big Data in Derby over the 6 months to 22 July 2017.

Salary histogram for Big Data in Derby

For the 6 months to 22 July 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 Derby region with a requirement for Big Data.

1 34 (85.00%) Python
2 33 (82.50%) Java
3 32 (80.00%) Degree
3 32 (80.00%) Apache Spark
4 30 (75.00%) SQL
5 29 (72.50%) Computer Science
6 28 (70.00%) R
6 28 (70.00%) C#
7 25 (62.50%) Mathematics
8 24 (60.00%) Physics
9 22 (55.00%) Numerate Degree
10 21 (52.50%) Analytics
11 20 (50.00%) C++
11 20 (50.00%) MATLAB
12 18 (45.00%) Algorithms
12 18 (45.00%) C
12 18 (45.00%) Apache
12 18 (45.00%) Predictive Analytics
12 18 (45.00%) Data Visualisation
12 18 (45.00%) Machine Learning
12 18 (45.00%) Visualisation
13 14 (35.00%) Agile Software Development
14 13 (32.50%) Scala
15 7 (17.50%) Scrum
15 7 (17.50%) Linux
15 7 (17.50%) Microsoft
15 7 (17.50%) Open Source
15 7 (17.50%) GitHub
15 7 (17.50%) Computer Science Degree
15 7 (17.50%) Master's Degree

Big Data
Co-occurring IT Skills in Derby 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 32 (80.00%) Apache Spark
2 18 (45.00%) Apache
Applications
1 2 (5.00%) Mathcad
1 2 (5.00%) Simulink
Cloud Services
1 7 (17.50%) GitHub
2 6 (15.00%) Amazon AWS
2 6 (15.00%) Google Cloud Platform
3 3 (7.50%) Microsoft Azure
4 2 (5.00%) Cortana Intelligence Suite
5 1 (2.50%) IaaS
5 1 (2.50%) PaaS
5 1 (2.50%) SaaS
Communications & Networking
1 1 (2.50%) Internet
Database & Business Intelligence
1 5 (12.50%) SQL Server Integration Services
2 4 (10.00%) SQL Server Analysis Services
2 4 (10.00%) SQL Server Reporting Services
3 1 (2.50%) Apache Cassandra
3 1 (2.50%) Data Lake
3 1 (2.50%) Hadoop
3 1 (2.50%) HDInsight
3 1 (2.50%) InfluxDB
3 1 (2.50%) MongoDB
3 1 (2.50%) NoSQL
3 1 (2.50%) OpenTSDB
3 1 (2.50%) Power BI
Development Applications
1 1 (2.50%) Talend Open Studio
General
1 2 (5.00%) Aerospace
2 1 (2.50%) Telecoms
Job Titles
1 19 (47.50%) Data Scientist
2 11 (27.50%) Developer
3 7 (17.50%) Data Engineer
3 7 (17.50%) Graduate
3 7 (17.50%) Graduate Developer
3 7 (17.50%) Junior
3 7 (17.50%) Junior Developer
4 4 (10.00%) Business Intelligence Developer
5 1 (2.50%) Architect
5 1 (2.50%) Designer
5 1 (2.50%) Security Architect
5 1 (2.50%) Solutions Designer
Libraries, Frameworks & Software Standards
1 3 (7.50%) .NET
Miscellaneous
1 29 (72.50%) Computer Science
2 18 (45.00%) Algorithms
3 2 (5.00%) Augmented Reality
4 1 (2.50%) Internet of Things
4 1 (2.50%) Management Information System
Operating Systems
1 7 (17.50%) Linux
Processes & Methodologies
1 25 (62.50%) Mathematics
2 24 (60.00%) Physics
3 21 (52.50%) Analytics
4 18 (45.00%) Data Visualisation
4 18 (45.00%) Machine Learning
4 18 (45.00%) Predictive Analytics
4 18 (45.00%) Visualisation
5 14 (35.00%) Agile Software Development
6 7 (17.50%) Open Source
6 7 (17.50%) Scrum
7 4 (10.00%) Business Intelligence
8 3 (7.50%) Data Analytics
8 3 (7.50%) UML
9 2 (5.00%) Data Analysis
9 2 (5.00%) ETL
9 2 (5.00%) Statistics
10 1 (2.50%) Information Security Management
10 1 (2.50%) Security Architecture
10 1 (2.50%) Security Management
10 1 (2.50%) Validation
Programming Languages
1 34 (85.00%) Python
2 33 (82.50%) Java
3 30 (75.00%) SQL
4 28 (70.00%) C#
4 28 (70.00%) R
5 20 (50.00%) C++
5 20 (50.00%) MATLAB
6 18 (45.00%) C
7 13 (32.50%) Scala
8 1 (2.50%) PowerShell
Qualifications
1 32 (80.00%) Degree
2 22 (55.00%) Numerate Degree
3 7 (17.50%) Computer Science Degree
3 7 (17.50%) Master's Degree
4 2 (5.00%) Security Cleared
5 1 (2.50%) CISSP
5 1 (2.50%) IISP
5 1 (2.50%) ISEB
Quality Assurance & Compliance
1 6 (15.00%) GCP
Vendors
1 7 (17.50%) Microsoft
2 1 (2.50%) HP
2 1 (2.50%) MuleSoft
2 1 (2.50%) Tableau
2 1 (2.50%) Talend