The following table provides summary statistics for permanent job vacancies advertised in Derby with a requirement for Degree qualifications. Included is a benchmarking guide to the salaries offered over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Academic Degree
Derbyshire / Derby
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 8 12 18
Rank change year-on-year +4 +6  
Permanent jobs citing Degree 40 43 34
As % of all permanent IT jobs advertised in Derby 17.02% 15.14% 11.00%
As % of the Qualifications category 51.95% 45.26% 41.98%
Number of salaries quoted 35 26 34
Median salary £42,500 £35,000 £25,000
Median salary % change year-on-year +21.42% +40.00%  
90% offered a salary of more than £30,000 £25,000 £21,500
10% offered a salary of more than £50,000 £42,500 £42,450
UK excluding London median salary £40,000 £40,000 £40,000

Degree is in the academic qualifications and professional certifications category. The following table is for comparison with the above and provides summary statistics for all academic qualifications and professional certifications cited in permanent job vacancies advertised in Derby.

Academic & Professional Certification
Derby
Permanent job vacancies requiring academic qualifications or professional certifications 77 95 81
As % of all permanent IT job vacancies advertised in Derby 32.77% 33.45% 26.21%
Number of salaries quoted 64 60 73
Median salary £42,500 £35,000 £41,000
Median salary % change year-on-year +21.42% -14.63%  
90% offered a salary of more than £31,071 £25,000 £22,500
10% offered a salary of more than £50,000 £52,500 £39,400
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Degree
Job Vacancy Trend in Derby

The job posting trend of jobs advertised in Derby citing Degree as a proportion of all permanent or contract IT jobs with a match in the Qualifications category.

Job vacancy trend for Degree in Derby

Degree
Salary Trend in Derby

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

Salary trend for Degree in Derby

Degree
Salary Histogram in Derby

The salary distribution of IT jobs citing Degree in Derby over the 3 months to 26 June 2017.

Salary histogram for Degree in Derby

For the 6 months to 26 June 2017, IT jobs citing Degree 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 Degree.

1 40 (58.82%) SQL
1 40 (58.82%) Computer Science
2 31 (45.59%) C#
3 27 (39.71%) Big Data
4 26 (38.24%) R
4 26 (38.24%) Java
4 26 (38.24%) Python
5 24 (35.29%) Apache Spark
6 23 (33.82%) Mathematics
7 20 (29.41%) C++
8 19 (27.94%) Physics
8 19 (27.94%) Analytics
8 19 (27.94%) Numerate Degree
8 19 (27.94%) Computer Science Degree
9 18 (26.47%) MATLAB
10 17 (25.00%) Microsoft
10 17 (25.00%) C
10 17 (25.00%) Finance
10 17 (25.00%) Visualisation
11 16 (23.53%) Data Visualisation
11 16 (23.53%) Machine Learning
11 16 (23.53%) Algorithms
11 16 (23.53%) Predictive Analytics
11 16 (23.53%) Apache
12 15 (22.06%) SQL Server
13 13 (19.12%) Microsoft Certification
13 13 (19.12%) Agile Software Development
13 13 (19.12%) Master's Degree
14 12 (17.65%) Data Integration
14 12 (17.65%) ETL

Degree
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 24 (35.29%) Apache Spark
2 16 (23.53%) Apache
Applications
1 2 (2.94%) Mathcad
1 2 (2.94%) Microsoft Office
1 2 (2.94%) Simulink
2 1 (1.47%) Microsoft Excel
2 1 (1.47%) Microsoft PowerPoint
Business Applications
1 1 (1.47%) Sage CRM
Cloud Services
1 7 (10.29%) GitHub
2 3 (4.41%) Microsoft Azure
3 2 (2.94%) Cortana Intelligence Suite
4 1 (1.47%) IaaS
4 1 (1.47%) PaaS
4 1 (1.47%) SaaS
Communications & Networking
1 1 (1.47%) 3G
1 1 (1.47%) 4G
1 1 (1.47%) Ethernet
1 1 (1.47%) GSM
1 1 (1.47%) RS-232
1 1 (1.47%) RS-485
1 1 (1.47%) TETRA
1 1 (1.47%) Wi-Fi
1 1 (1.47%) Wireless
Database & Business Intelligence
1 27 (39.71%) Big Data
2 15 (22.06%) SQL Server
3 11 (16.18%) SQL Server 2012
4 5 (7.35%) SQL Server Integration Services
4 5 (7.35%) SQL Server Reporting Services
5 4 (5.88%) SQL Server Analysis Services
6 3 (4.41%) Microsoft Analysis Services
6 3 (4.41%) RDBMS
6 3 (4.41%) Relational Database
7 2 (2.94%) Hadoop
8 1 (1.47%) Apache Cassandra
8 1 (1.47%) Crystal Reports
8 1 (1.47%) Data Lake
8 1 (1.47%) HDInsight
8 1 (1.47%) InfluxDB
8 1 (1.47%) MongoDB
8 1 (1.47%) MS Access
8 1 (1.47%) NoSQL
8 1 (1.47%) OpenTSDB
8 1 (1.47%) Power BI
Development Applications
1 3 (4.41%) Cucumber
1 3 (4.41%) Selenium
2 1 (1.47%) Talend Open Studio
2 1 (1.47%) Visual Studio
General
1 17 (25.00%) Finance
2 7 (10.29%) Retail
3 5 (7.35%) Aerospace
4 2 (2.94%) Manufacturing
5 1 (1.47%) Advertising
5 1 (1.47%) Legal
5 1 (1.47%) Marketing
Job Titles
1 17 (25.00%) Data Scientist
2 16 (23.53%) Developer
3 11 (16.18%) DBA
3 11 (16.18%) Junior
3 11 (16.18%) SQL DBA
4 9 (13.24%) Graduate
5 7 (10.29%) Graduate Developer
5 7 (10.29%) Junior Developer
6 5 (7.35%) Software Developer
7 4 (5.88%) Vendor Manager
8 3 (4.41%) Analyst
8 3 (4.41%) Applications Engineer
8 3 (4.41%) Development Engineer
8 3 (4.41%) QA Leader
8 3 (4.41%) Senior DBA
8 3 (4.41%) Senior SQL DBA
8 3 (4.41%) Test Leader
9 2 (2.94%) .NET Developer
9 2 (2.94%) Junior Analyst
9 2 (2.94%) Junior Test Analyst
Libraries, Frameworks & Software Standards
1 10 (14.71%) .NET
2 7 (10.29%) HTML
2 7 (10.29%) RESTful
3 4 (5.88%) HTML5
4 3 (4.41%) ASP.NET
5 2 (2.94%) .NET Framework
5 2 (2.94%) CSS
6 1 (1.47%) ASP.NET MVC
6 1 (1.47%) ASP.NET Web API
6 1 (1.47%) Entity Framework
6 1 (1.47%) LLBLGen Pro
6 1 (1.47%) NHibernate
Miscellaneous
1 40 (58.82%) Computer Science
2 16 (23.53%) Algorithms
3 6 (8.82%) Analytical Skills
4 4 (5.88%) Fat Client
4 4 (5.88%) Thin Client
5 3 (4.41%) Clustering
5 3 (4.41%) Replication
5 3 (4.41%) User Experience
6 2 (2.94%) Augmented Reality
7 1 (1.47%) Driving Licence
7 1 (1.47%) NHS
7 1 (1.47%) PMI
7 1 (1.47%) SCADA
7 1 (1.47%) Social Media
Operating Systems
1 2 (2.94%) Windows
2 1 (1.47%) Linux
Processes & Methodologies
1 23 (33.82%) Mathematics
2 19 (27.94%) Analytics
2 19 (27.94%) Physics
3 17 (25.00%) Visualisation
4 16 (23.53%) Data Visualisation
4 16 (23.53%) Machine Learning
4 16 (23.53%) Predictive Analytics
5 13 (19.12%) Agile Software Development
6 12 (17.65%) Data Integration
6 12 (17.65%) ETL
7 7 (10.29%) Customer Engagement
7 7 (10.29%) Open Source
7 7 (10.29%) Scrum
8 6 (8.82%) Project Management
9 5 (7.35%) Manual Testing
10 4 (5.88%) B2B
10 4 (5.88%) Software Engineering
10 4 (5.88%) Supplier Management
10 4 (5.88%) TDD
10 4 (5.88%) Unit Testing
Programming Languages
1 40 (58.82%) SQL
2 31 (45.59%) C#
3 26 (38.24%) Java
3 26 (38.24%) Python
3 26 (38.24%) R
4 20 (29.41%) C++
5 18 (26.47%) MATLAB
6 17 (25.00%) C
7 7 (10.29%) JavaScript
7 7 (10.29%) Scala
8 3 (4.41%) Ruby
8 3 (4.41%) T-SQL
9 1 (1.47%) PHP
9 1 (1.47%) PowerShell
9 1 (1.47%) VB
9 1 (1.47%) VB.NET
9 1 (1.47%) VBA
Qualifications
1 19 (27.94%) Computer Science Degree
1 19 (27.94%) Numerate Degree
2 13 (19.12%) Master's Degree
2 13 (19.12%) Microsoft Certification
3 11 (16.18%) MCITP
4 3 (4.41%) Security Cleared
5 2 (2.94%) PhD
6 1 (1.47%) HNC
6 1 (1.47%) PMI Certification
Quality Assurance & Compliance
1 4 (5.88%) QA
1 4 (5.88%) SLA
2 1 (1.47%) Actionable Recommendations
2 1 (1.47%) PMO
Systems Management
1 3 (4.41%) Failover Clustering
Vendors
1 17 (25.00%) Microsoft
2 2 (2.94%) SAP
3 1 (1.47%) MuleSoft
3 1 (1.47%) Sage
3 1 (1.47%) Tableau
3 1 (1.47%) Talend
3 1 (1.47%) Twitter