The table below looks at the statistics for Big Data skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 64 86 199
Rank change year-on-year
+22 +113
Permanent jobs citing Big Data 225 193 58
As % of all permanent IT jobs located in the South West 4.27% 3.36% 0.89%
As % of the Database & Business Intelligence category 13.91% 9.60% 2.73%
Number of salaries quoted 186 157 57
Median salary £55,000 £50,000 £47,500
Median salary % change year-on-year
+10.00% +5.26%
90% offered a salary of more than £38,500 £38,200 £40,000
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London median salary £53,000 £52,000 £47,500
% change year-on-year
+1.92% +9.47%
Big Data
England

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 South West region.

Database & Business Intelligence Category
South West
Permanent IT job ads with a match in the
Database & Business Intelligence category
1618 2010 2123
As % of all permanent IT jobs located in the South West 30.74% 34.97% 32.76%
Number of salaries quoted 1399 1744 1858
Median salary £42,500 £42,500 £37,500
Median salary % change year-on-year
- +13.33%
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £62,500 £57,500 £57,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Big Data
Jobs Demand Trend in the South West

The demand trend of job ads across the South West 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 the South West

Big Data
Salary Trend in the South West

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

Big Data Salary Trend in the South West

Big Data
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Big Data across the South West region over the 3 months to 6 December 2016.

Big Data Salary Histogram in the South West

Big Data
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the South West region over the 3 months to 6 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +24 106 £62,500 +25.00% 7
Gloucestershire +14 84 £55,000 -18.51% 4
Dorset +29 12 £40,000 -11.11% 1
Wiltshire -21 10 £29,000 -47.27%
Somerset 0 5 £39,500 -12.22% 4
Devon -26 1 £52,500 +110.00%
Big Data
England

Big Data
Top 30 Related IT Skills in the South West

For the 6 months to 6 December 2016, 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 South West region with a requirement for Big Data.

1 292 (66.97%) Java
2 283 (64.91%) Agile Software Development
3 173 (39.68%) Python
4 169 (38.76%) Security Cleared
5 156 (35.78%) Hadoop
5 156 (35.78%) C#
6 152 (34.86%) Software Engineering
7 132 (30.28%) C++
8 125 (28.67%) JavaScript
9 118 (27.06%) MongoDB
10 115 (26.38%) Cybersecurity
11 109 (25.00%) Oracle
12 108 (24.77%) DV Cleared
13 106 (24.31%) Scrum
14 104 (23.85%) SQL
15 101 (23.17%) AngularJS
16 95 (21.79%) NoSQL
16 95 (21.79%) Linux
17 93 (21.33%) Android
18 92 (21.10%) C
19 91 (20.87%) MySQL
19 91 (20.87%) HTML
19 91 (20.87%) Finance
19 91 (20.87%) Apache Spark
20 87 (19.95%) Analytics
21 82 (18.81%) Spring
21 82 (18.81%) .NET
22 81 (18.58%) Retail
23 78 (17.89%) Mobile Development
24 77 (17.66%) Mentoring

Big Data
Top Related IT Skills in the South West 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 91 (20.87%) Apache Spark
2 77 (17.66%) Elasticsearch
3 76 (17.43%) WebLogic
4 60 (13.76%) Apache Pig
5 47 (10.78%) Tomcat
6 44 (10.09%) JBoss
6 44 (10.09%) Jetty
7 41 (9.40%) WebSphere
8 26 (5.96%) Apache Solr
8 26 (5.96%) OpenStack
9 15 (3.44%) Apache
9 15 (3.44%) SAS
10 12 (2.75%) WebSphere Application Server
11 6 (1.38%) IIS
11 6 (1.38%) Oracle SOA Suite
12 5 (1.15%) Confluence
13 3 (0.69%) CMS
14 2 (0.46%) Alfresco
14 2 (0.46%) Documentum
14 2 (0.46%) SharePoint
Applications
1 5 (1.15%) SPSS
2 4 (0.92%) MS Excel
Business Applications
1 6 (1.38%) WebTrends
2 3 (0.69%) Oracle Cash Management
Cloud Services
1 55 (12.61%) Amazon AWS
2 45 (10.32%) Microsoft Azure
3 36 (8.26%) SaaS
4 3 (0.69%) Adobe Analytics
4 3 (0.69%) Amazon EC2
4 3 (0.69%) Cloud Computing
4 3 (0.69%) Google Analytics
4 3 (0.69%) PaaS
5 2 (0.46%) Amazon S3
5 2 (0.46%) GitHub
5 2 (0.46%) iPaaS
6 1 (0.23%) IaaS
Communications & Networking
1 26 (5.96%) TCP/IP
2 25 (5.73%) SSL
3 23 (5.28%) Firewall
4 22 (5.05%) HTTP
5 15 (3.44%) HTTPS
6 8 (1.83%) Internet
7 7 (1.61%) LAN
7 7 (1.61%) WAN
8 4 (0.92%) 4G
8 4 (0.92%) Network Security
8 4 (0.92%) PSTN
8 4 (0.92%) Wi-Fi
9 1 (0.23%) DNS
9 1 (0.23%) Kerberos
Database & Business Intelligence
1 156 (35.78%) Hadoop
2 118 (27.06%) MongoDB
3 95 (21.79%) NoSQL
4 91 (20.87%) MySQL
5 64 (14.68%) Apache Hive
6 56 (12.84%) SQL Server
7 39 (8.94%) Relational Database
8 37 (8.49%) Redis
9 36 (8.26%) Apache Cassandra
10 34 (7.80%) PostgreSQL
11 32 (7.34%) Couchbase
12 30 (6.88%) RDBMS
13 27 (6.19%) Data Mining
13 27 (6.19%) Riak
14 14 (3.21%) OrientDB
15 11 (2.52%) Data Warehouse
16 9 (2.06%) SQL Server Reporting Services
17 7 (1.61%) Apache Accumulo
18 6 (1.38%) Neo4j
19 4 (0.92%) SQL Server Analysis Services
Development Applications
1 27 (6.19%) Git (software)
2 17 (3.90%) JIRA
3 10 (2.29%) Selenium
4 9 (2.06%) Atlassian Bamboo
4 9 (2.06%) Bitbucket
5 8 (1.83%) CodeSonar
5 8 (1.83%) git-flow
5 8 (1.83%) Robot Framework
6 6 (1.38%) Team Foundation Server
7 5 (1.15%) Jenkins
8 4 (0.92%) JUnit
8 4 (0.92%) TeamCity
9 3 (0.69%) Eclipse
10 2 (0.46%) LoadRunner
10 2 (0.46%) Mercurial
10 2 (0.46%) RSpec
10 2 (0.46%) Subversion
11 1 (0.23%) EasyMock
11 1 (0.23%) Hudson
11 1 (0.23%) Mockito
General
1 91 (20.87%) Finance
2 81 (18.58%) Retail
3 71 (16.28%) Banking
4 66 (15.14%) Telecoms
5 28 (6.42%) Games
6 12 (2.75%) Marketing
7 5 (1.15%) Investment Banking
8 4 (0.92%) Manufacturing
9 3 (0.69%) Advertising
9 3 (0.69%) Financial Institution
10 1 (0.23%) Front Office
10 1 (0.23%) Local Government
10 1 (0.23%) Multimedia
Job Titles
1 132 (30.28%) Developer
2 106 (24.31%) Software Engineer
3 72 (16.51%) Architect
4 54 (12.39%) Java Developer
5 50 (11.47%) Java Engineer
6 47 (10.78%) Java Software Engineer
7 34 (7.80%) C# Developer
7 34 (7.80%) Technical Architect
8 31 (7.11%) Consultant
9 30 (6.88%) Analyst
10 29 (6.65%) Senior Developer
11 27 (6.19%) .NET Developer
12 24 (5.50%) Software Developer
13 23 (5.28%) C# Software Engineer
13 23 (5.28%) C++ Software Engineer
14 21 (4.82%) Big Data Engineer
14 21 (4.82%) Infrastructure Architect
15 20 (4.59%) Data Engineer
16 19 (4.36%) C# .NET Developer
16 19 (4.36%) Systems Engineer
Libraries, Frameworks & Software Standards
1 101 (23.17%) AngularJS
2 91 (20.87%) HTML
3 82 (18.81%) .NET
3 82 (18.81%) Spring
4 70 (16.06%) Java EE
5 67 (15.37%) Hibernate
6 61 (13.99%) Node.js
7 56 (12.84%) HTML5
8 53 (12.16%) J2EE
8 53 (12.16%) React
9 51 (11.70%) CSS
10 41 (9.40%) LAMP
11 39 (8.94%) STL
12 37 (8.49%) CSS3
13 36 (8.26%) EJB
14 32 (7.34%) jQuery
15 30 (6.88%) Apache Camel
16 29 (6.65%) Middleware
17 27 (6.19%) ELK Stack
18 26 (5.96%) Lucene
Miscellaneous
1 66 (15.14%) Visualisation
2 44 (10.09%) Enterprise Software
3 31 (7.11%) Cybercrime
4 30 (6.88%) PKI
5 29 (6.65%) Analytical Skills
6 27 (6.19%) iPhone
7 26 (5.96%) Algorithms
8 16 (3.67%) Computer Science
9 11 (2.52%) Credit Risk
9 11 (2.52%) Cyberthreat
9 11 (2.52%) Foreign Exchange (FX)
9 11 (2.52%) User Experience
10 8 (1.83%) Mathematics
10 8 (1.83%) Mobile App
11 7 (1.61%) Statistics
12 6 (1.38%) iPad
13 5 (1.15%) Blockchain
13 5 (1.15%) Cryptocurrency
13 5 (1.15%) Digital Media
13 5 (1.15%) Internet of Things
Operating Systems
1 95 (21.79%) Linux
2 93 (21.33%) Android
3 60 (13.76%) Apple iOS
4 50 (11.47%) Windows
5 25 (5.73%) Windows Phone
6 13 (2.98%) Unix
7 8 (1.83%) AIX
7 8 (1.83%) Mac OS X
8 6 (1.38%) Windows Server
8 6 (1.38%) Windows Server 2003
Processes & Methodologies
1 283 (64.91%) Agile Software Development
2 152 (34.86%) Software Engineering
3 115 (26.38%) Cybersecurity
4 106 (24.31%) Scrum
5 87 (19.95%) Analytics
6 78 (17.89%) Mobile Development
7 77 (17.66%) Mentoring
8 67 (15.37%) Multithreading
9 63 (14.45%) Continuous Integration
10 61 (13.99%) DevOps
10 61 (13.99%) Web Development
11 59 (13.53%) Reverse Engineering
11 59 (13.53%) TDD
12 56 (12.84%) OO
13 55 (12.61%) Coaching
14 53 (12.16%) Data Analytics
15 48 (11.01%) UML
16 45 (10.32%) Kanban
17 42 (9.63%) Technical Architecture
18 41 (9.40%) Project Management
Programming Languages
1 292 (66.97%) Java
2 173 (39.68%) Python
3 156 (35.78%) C#
4 132 (30.28%) C++
5 125 (28.67%) JavaScript
6 104 (23.85%) SQL
7 92 (21.10%) C
8 71 (16.28%) Perl
9 56 (12.84%) Objective-C
10 44 (10.09%) Bash Shell
11 35 (8.03%) Ruby
12 28 (6.42%) Go
13 22 (5.05%) PHP
13 22 (5.05%) Scala
14 9 (2.06%) Embedded C
14 9 (2.06%) R
15 8 (1.83%) PowerShell
16 4 (0.92%) Haskell
16 4 (0.92%) Shell Script
17 3 (0.69%) MATLAB
Qualifications
1 169 (38.76%) Security Cleared
2 108 (24.77%) DV Cleared
3 63 (14.45%) Degree
4 58 (13.30%) SC Cleared
5 22 (5.05%) CISSP
6 21 (4.82%) CCNA
6 21 (4.82%) Cisco Certification
6 21 (4.82%) GIAC
6 21 (4.82%) Linux+ Certification
6 21 (4.82%) MCSE
6 21 (4.82%) Microsoft Certification
6 21 (4.82%) Network+ Certification
6 21 (4.82%) SANS
6 21 (4.82%) SSCP
7 9 (2.06%) CompTIA Security+
7 9 (2.06%) Security+ Certification
8 6 (1.38%) BPSS Clearance
9 4 (0.92%) PhD
10 3 (0.69%) Postgraduate
11 2 (0.46%) ISEB
Quality Assurance & Compliance
1 5 (1.15%) ISO 14001
1 5 (1.15%) ISO 9001
2 2 (0.46%) SLA
3 1 (0.23%) Data Quality
3 1 (0.23%) FATCA
System Software
1 27 (6.19%) Hyper-V
1 27 (6.19%) VMware Infrastructure
2 10 (2.29%) Docker
3 8 (1.83%) vSphere
4 4 (0.92%) Apache ZooKeeper
5 1 (0.23%) Apache Flume
5 1 (0.23%) HDFS
Systems Management
1 39 (8.94%) Puppet
2 35 (8.03%) Salt
3 32 (7.34%) Opscode Chef
4 28 (6.42%) Ansible
5 27 (6.19%) Kibana
5 27 (6.19%) logstash
6 4 (0.92%) Hadoop YARN
7 1 (0.23%) Nagios
Vendors
1 109 (25.00%) Oracle
2 30 (6.88%) Microsoft
3 27 (6.19%) VMware
4 14 (3.21%) Cisco
5 11 (2.52%) Atlassian
6 6 (1.38%) Adobe
7 5 (1.15%) Hortonworks
7 5 (1.15%) SAP
8 4 (0.92%) Google
9 3 (0.69%) Intel
9 3 (0.69%) Tableau
10 2 (0.46%) Cloudera
10 2 (0.46%) ESRI
10 2 (0.46%) IBM
10 2 (0.46%) OpenText
11 1 (0.23%) MapR
11 1 (0.23%) MuleSoft
11 1 (0.23%) Rackspace
11 1 (0.23%) Solace
11 1 (0.23%) Zend
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 1 hour ago
Somerset
Parallel Consulting
Salary: £50 per annum
Posted: 22 hours ago
Bristol, Avon
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £70000 Per Annum Plus excellent benefits
Posted: 20 hours ago
Bristol, Avon
The People Network
Salary: £50000 - £70000 per annum + Bonus, pension, medical
Posted: Yesterday
Bristol, Avon
The People Network
Salary: £50000 - £75000 per annum + 10% Bonus, Pension, Medical, etc
Posted: Yesterday
Cheltenham, Gloucestershire
Sanderson
Salary: £45000.00 - £65000.00 per annum
Posted: 6 days ago
Poole, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £50000 per annum + Benefits & Bonus
Posted: 6 days ago
Cheltenham, Gloucestershire
Sanderson
Salary: £45000 - £65000 per annum + Benefits
Posted: 6 days ago
Bristol
Computer Futures
Salary: £50000 per annum + Benefits
Posted: 8 days ago
Bath
Computer Futures
Salary: £50000 - £55000 per annum + Competitive
Posted: 8 days ago
Bath
Computer Futures
Salary: £50000 - £55000 per annum + Benefits
Posted: 8 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 14 days ago
Bristol, Avon
Edico Media
Salary: From £24,000 to £32,000 per annum - dependent on experience
Posted: 12 days ago
Bristol
XIST4 IT Recruitment
Salary: £45-55,000 + Share Options
Posted: 27 days ago
Bristol
Churchill Frank
Salary: £25000 - £35000 per annum + FS and Basel Training
Posted: 11 days ago
Taunton, Somerset
Carbon Search
Salary: Up to £100,000 per annum Pension
Posted: 17 days ago