The table below looks at the statistics for Big Data skills in IT jobs advertised for the Cheltenham region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Big Data
Gloucestershire / Cheltenham
Rank 27 24 61
Rank change year-on-year
-3 +37
Permanent jobs citing Big Data 27 35 1
As % of all permanent IT jobs located in Cheltenham 9.38% 8.97% 0.21%
As % of the Database & Business Intelligence category 23.89% 27.34% 0.77%
Number of salaries quoted 27 35 1
Median salary £55,000 £55,000 £40,000
Median salary % change year-on-year
- +37.50%
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Cheltenham region.

Database & Business Intelligence Category
Cheltenham
Permanent IT job ads with a match in the
Database & Business Intelligence category
113 128 130
As % of all permanent IT jobs located in Cheltenham 39.24% 32.82% 27.66%
Number of salaries quoted 101 115 115
Median salary £52,500 £42,500 £45,000
Median salary % change year-on-year
+23.52% -5.55%
90% offered a salary of more than £37,500 £35,000 £31,500
10% offered a salary of more than £60,000 £51,500 £75,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Big Data
Jobs Demand Trend in Cheltenham

The demand trend of job ads across the Cheltenham region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend 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 across the Cheltenham region.

Big Data Salary Trend in Cheltenham

Big Data
Salary Histogram in Cheltenham

This chart provides a salary histogram for IT jobs citing Big Data across the Cheltenham region over the 3 months to 20 January 2017.

Big Data Salary Histogram in Cheltenham

Big Data
Top 30 Related IT Skills in Cheltenham

For the 6 months to 20 January 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 64 (95.52%) Security Cleared
2 55 (82.09%) Cybersecurity
3 45 (67.16%) Software Engineering
3 45 (67.16%) Java
4 41 (61.19%) DV Cleared
5 35 (52.24%) C#
5 35 (52.24%) C++
6 33 (49.25%) Reverse Engineering
7 32 (47.76%) Linux
8 25 (37.31%) Agile Software Development
8 25 (37.31%) Cybercrime
9 24 (35.82%) SQL
10 22 (32.84%) Data Mining
10 22 (32.84%) Ethical Hacking
10 22 (32.84%) Algorithms
11 21 (31.34%) MongoDB
12 20 (29.85%) Hadoop
12 20 (29.85%) Penetration Testing
13 19 (28.36%) Android
14 17 (25.37%) Mobile Development
15 15 (22.39%) Visualisation
15 15 (22.39%) SC Cleared
16 13 (19.40%) Telecoms
16 13 (19.40%) Windows
17 12 (17.91%) Apache Hive
17 12 (17.91%) Apache Pig
17 12 (17.91%) Elasticsearch
17 12 (17.91%) Threat Detection
18 11 (16.42%) C
18 11 (16.42%) HTML

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 12 (17.91%) Apache Pig
1 12 (17.91%) Elasticsearch
2 10 (14.93%) WebLogic
3 9 (13.43%) JBoss
3 9 (13.43%) WebSphere
4 3 (4.48%) Apache Spark
5 1 (1.49%) Apache
5 1 (1.49%) Confluence
Cloud Services
1 1 (1.49%) SaaS
Communications & Networking
1 11 (16.42%) Firewall
1 11 (16.42%) TCP/IP
2 7 (10.45%) LAN
2 7 (10.45%) WAN
3 4 (5.97%) 4G
3 4 (5.97%) PSTN
3 4 (5.97%) Wi-Fi
4 2 (2.99%) SSL
5 1 (1.49%) Network Security
Database & Business Intelligence
1 22 (32.84%) Data Mining
2 21 (31.34%) MongoDB
3 20 (29.85%) Hadoop
4 12 (17.91%) Apache Hive
5 11 (16.42%) MySQL
6 10 (14.93%) NoSQL
6 10 (14.93%) OrientDB
7 1 (1.49%) Apache Accumulo
7 1 (1.49%) Neo4j
Development Applications
1 1 (1.49%) JIRA
General
1 13 (19.40%) Telecoms
2 9 (13.43%) Finance
3 1 (1.49%) Advertising
3 1 (1.49%) Manufacturing
Job Titles
1 32 (47.76%) Software Engineer
2 19 (28.36%) Java Engineer
2 19 (28.36%) Java Software Engineer
3 13 (19.40%) Consultant
3 13 (19.40%) Developer
3 13 (19.40%) Technical Consultant
4 11 (16.42%) C# Developer
5 10 (14.93%) C# Software Engineer
5 10 (14.93%) C++ Software Engineer
6 9 (13.43%) Big Data Engineer
6 9 (13.43%) Data Engineer
7 7 (10.45%) Architect
8 5 (7.46%) DV Cleared Technical Consultant
8 5 (7.46%) SC Cleared Technical Consultant
8 5 (7.46%) Technical Architect
9 3 (4.48%) Software Developer
10 2 (2.99%) Software Test Engineer
10 2 (2.99%) Test Engineer
11 1 (1.49%) Senior Software Developer
11 1 (1.49%) Systems Architect
Libraries, Frameworks & Software Standards
1 11 (16.42%) HTML
2 10 (14.93%) CSS
2 10 (14.93%) CSS3
2 10 (14.93%) HTML5
2 10 (14.93%) J2EE
2 10 (14.93%) Java EE
2 10 (14.93%) STL
3 9 (13.43%) Java SE
3 9 (13.43%) Web Services
4 1 (1.49%) .NET
4 1 (1.49%) EJB
4 1 (1.49%) Entity Framework
4 1 (1.49%) Hibernate
4 1 (1.49%) jQuery
4 1 (1.49%) Kafka
4 1 (1.49%) REST
4 1 (1.49%) Spring
4 1 (1.49%) WPF
4 1 (1.49%) XML
Miscellaneous
1 25 (37.31%) Cybercrime
2 22 (32.84%) Algorithms
3 15 (22.39%) Visualisation
4 10 (14.93%) Cyber Defence
5 9 (13.43%) Analytical Skills
6 7 (10.45%) iPhone
7 2 (2.99%) Cyberthreat
7 2 (2.99%) Mobile App
8 1 (1.49%) Cyber Attack
8 1 (1.49%) Data Integration
8 1 (1.49%) Wiki
Operating Systems
1 32 (47.76%) Linux
2 19 (28.36%) Android
3 13 (19.40%) Windows
4 10 (14.93%) Apple iOS
5 9 (13.43%) AIX
5 9 (13.43%) Unix
6 7 (10.45%) Windows Phone
Processes & Methodologies
1 55 (82.09%) Cybersecurity
2 45 (67.16%) Software Engineering
3 33 (49.25%) Reverse Engineering
4 25 (37.31%) Agile Software Development
5 22 (32.84%) Ethical Hacking
6 20 (29.85%) Penetration Testing
7 17 (25.37%) Mobile Development
8 12 (17.91%) Threat Detection
9 10 (14.93%) Multithreading
10 9 (13.43%) Translating Business Requirements
11 8 (11.94%) Integration Testing
11 8 (11.94%) Network Design
12 7 (10.45%) Android Development
12 7 (10.45%) iOS Development
13 5 (7.46%) Enterprise Architecture
13 5 (7.46%) MODAF
13 5 (7.46%) TOGAF
13 5 (7.46%) UML
14 3 (4.48%) Automated Testing
15 2 (2.99%) User Acceptance Testing
Programming Languages
1 45 (67.16%) Java
2 35 (52.24%) C#
2 35 (52.24%) C++
3 24 (35.82%) SQL
4 11 (16.42%) C
4 11 (16.42%) JavaScript
4 11 (16.42%) Objective-C
5 5 (7.46%) Python
6 2 (2.99%) Bash Shell
7 1 (1.49%) Scala
Qualifications
1 64 (95.52%) Security Cleared
2 41 (61.19%) DV Cleared
3 15 (22.39%) SC Cleared
4 10 (14.93%) CCNA
4 10 (14.93%) Cisco Certification
4 10 (14.93%) CISSP
4 10 (14.93%) GIAC
4 10 (14.93%) Linux+ Certification
4 10 (14.93%) MCSE
4 10 (14.93%) Microsoft Certification
4 10 (14.93%) Network+ Certification
4 10 (14.93%) SANS
4 10 (14.93%) SSCP
5 5 (7.46%) Degree
System Software
1 2 (2.99%) Apache ZooKeeper
Systems Management
1 2 (2.99%) Hadoop YARN
Vendors
1 9 (13.43%) Oracle
2 1 (1.49%) Cloudera
2 1 (1.49%) Hortonworks
2 1 (1.49%) MapR
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 3 days ago