The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Big Data
Gloucestershire / Cheltenham
Rank 34 27 -
Rank change year-on-year -7 -  
Permanent jobs citing Big Data 15 37 0
As % of all permanent IT jobs advertised in Cheltenham 6.61% 7.18% -
As % of the Database & Business Intelligence category 15.31% 26.43% -
Number of salaries quoted 15 31 0
Median salary £55,000 £55,000 -
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

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 Cheltenham with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cheltenham
Permanent job vacancies with a requirement for database and business intelligence skills 98 140 127
As % of all permanent IT job vacancies advertised in Cheltenham 43.17% 27.18% 32.65%
Number of salaries quoted 77 116 98
Median salary £53,750 £47,500 £45,000
Median salary % change year-on-year +13.15% +5.55%  
90% offered a salary of more than £33,850 £35,000 £31,500
10% offered a salary of more than £62,500 £70,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Cheltenham

The job posting trend of jobs advertised in Cheltenham citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data in Cheltenham

Big Data
Salary Trend in Cheltenham

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

Salary trend for Big Data in Cheltenham

Big Data
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Big Data in Cheltenham over the 3 months to 25 March 2017.

Salary histogram for Big Data in Cheltenham

Big Data
Top 30 Related IT Skills in Cheltenham

For the 6 months to 25 March 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 Cheltenham region with a requirement for Big Data.

1 44 (91.67%) Security Cleared
2 39 (81.25%) Cybersecurity
3 34 (70.83%) Java
4 33 (68.75%) Software Engineering
5 28 (58.33%) DV Cleared
6 27 (56.25%) C++
7 26 (54.17%) Reverse Engineering
8 25 (52.08%) C#
9 20 (41.67%) Agile Software Development
10 19 (39.58%) Linux
11 18 (37.50%) Data Mining
11 18 (37.50%) Algorithms
11 18 (37.50%) MongoDB
12 16 (33.33%) SQL
12 16 (33.33%) Ethical Hacking
13 14 (29.17%) Penetration Testing
14 13 (27.08%) Cybercrime
15 12 (25.00%) Hadoop
15 12 (25.00%) JavaScript
15 12 (25.00%) HTML
16 11 (22.92%) CSS
17 10 (20.83%) MySQL
17 10 (20.83%) Elasticsearch
18 9 (18.75%) HTML5
18 9 (18.75%) CSS3
18 9 (18.75%) WebLogic
18 9 (18.75%) J2EE
18 9 (18.75%) Threat Detection
18 9 (18.75%) Cyber Defence
19 8 (16.67%) Translating Business Requirements

Big Data
Top Related IT Skills in Cheltenham 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 10 (20.83%) Elasticsearch
2 9 (18.75%) WebLogic
3 8 (16.67%) JBoss
3 8 (16.67%) WebSphere
4 6 (12.50%) Apache Pig
5 1 (2.08%) Apache Spark
Cloud Services
1 1 (2.08%) SaaS
Communications & Networking
1 6 (12.50%) Firewall
1 6 (12.50%) LAN
1 6 (12.50%) TCP/IP
1 6 (12.50%) WAN
2 2 (4.17%) SSL
3 1 (2.08%) Network Security
Database & Business Intelligence
1 18 (37.50%) Data Mining
1 18 (37.50%) MongoDB
2 12 (25.00%) Hadoop
3 10 (20.83%) MySQL
4 8 (16.67%) NoSQL
4 8 (16.67%) OrientDB
5 6 (12.50%) Apache Hive
General
1 8 (16.67%) Finance
1 8 (16.67%) Telecoms
2 2 (4.17%) Legal
3 1 (2.08%) Advertising
3 1 (2.08%) Manufacturing
Job Titles
1 22 (45.83%) Software Engineer
2 17 (35.42%) Java Engineer
2 17 (35.42%) Java Software Engineer
3 10 (20.83%) C# Developer
3 10 (20.83%) Developer
4 9 (18.75%) C# Software Engineer
4 9 (18.75%) C++ Software Engineer
5 8 (16.67%) Big Data Engineer
5 8 (16.67%) Data Engineer
6 6 (12.50%) Consultant
6 6 (12.50%) Technical Consultant
7 3 (6.25%) Architect
8 2 (4.17%) Research Engineer
8 2 (4.17%) Software Test Engineer
8 2 (4.17%) Test Engineer
9 1 (2.08%) C++ Software Developer
9 1 (2.08%) Enterprise Architect
9 1 (2.08%) Java Software Developer
9 1 (2.08%) Security Engineer
9 1 (2.08%) Systems Architect
Libraries, Frameworks & Software Standards
1 12 (25.00%) HTML
2 11 (22.92%) CSS
3 9 (18.75%) CSS3
3 9 (18.75%) HTML5
3 9 (18.75%) J2EE
4 8 (16.67%) Java SE
4 8 (16.67%) Web Services
5 5 (10.42%) Java EE
5 5 (10.42%) STL
6 3 (6.25%) jQuery
6 3 (6.25%) REST
7 2 (4.17%) AngularJS
7 2 (4.17%) Backbone.js
7 2 (4.17%) Node.js
7 2 (4.17%) React
8 1 (2.08%) Entity Framework
8 1 (2.08%) Hibernate
8 1 (2.08%) Spring
8 1 (2.08%) WPF
8 1 (2.08%) XML
Miscellaneous
1 18 (37.50%) Algorithms
2 13 (27.08%) Cybercrime
3 9 (18.75%) Cyber Defence
4 8 (16.67%) Analytical Skills
5 2 (4.17%) Mobile App
6 1 (2.08%) Cyber Attack
6 1 (2.08%) Cyberthreat
6 1 (2.08%) iPhone
Operating Systems
1 19 (39.58%) Linux
2 8 (16.67%) AIX
2 8 (16.67%) Android
2 8 (16.67%) Unix
3 6 (12.50%) Windows
4 5 (10.42%) Apple iOS
5 1 (2.08%) Windows Phone
Processes & Methodologies
1 39 (81.25%) Cybersecurity
2 33 (68.75%) Software Engineering
3 26 (54.17%) Reverse Engineering
4 20 (41.67%) Agile Software Development
5 16 (33.33%) Ethical Hacking
6 14 (29.17%) Penetration Testing
7 9 (18.75%) Threat Detection
8 8 (16.67%) Translating Business Requirements
9 7 (14.58%) Visualisation
10 6 (12.50%) Mobile Development
11 5 (10.42%) Multithreading
12 3 (6.25%) Automated Testing
12 3 (6.25%) Front End Development
12 3 (6.25%) Machine Learning
13 2 (4.17%) Regression Testing
13 2 (4.17%) Test Planning
13 2 (4.17%) User Acceptance Testing
14 1 (2.08%) MVC
14 1 (2.08%) Stakeholder Management
14 1 (2.08%) TOGAF
Programming Languages
1 34 (70.83%) Java
2 27 (56.25%) C++
3 25 (52.08%) C#
4 16 (33.33%) SQL
5 12 (25.00%) JavaScript
6 8 (16.67%) C
7 6 (12.50%) Objective-C
8 4 (8.33%) Python
9 2 (4.17%) Bash Shell
9 2 (4.17%) MATLAB
Qualifications
1 44 (91.67%) Security Cleared
2 28 (58.33%) DV Cleared
3 8 (16.67%) SC Cleared
4 5 (10.42%) CCNA
4 5 (10.42%) Cisco Certification
4 5 (10.42%) CISSP
4 5 (10.42%) GIAC
4 5 (10.42%) Linux+ Certification
4 5 (10.42%) MCSE
4 5 (10.42%) Microsoft Certification
4 5 (10.42%) Network+ Certification
4 5 (10.42%) SANS
4 5 (10.42%) SSCP
5 2 (4.17%) PhD
6 1 (2.08%) Degree
System Software
1 1 (2.08%) Apache ZooKeeper
Systems Management
1 1 (2.08%) Hadoop YARN
Vendors
1 8 (16.67%) Oracle
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 60,000 plsu benefits
Posted: Yesterday
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 4 days ago