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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Big Data
England / South West
Rank 58 80 204
Rank change year-on-year
+22 +124
Permanent jobs citing Big Data 233 198 49
As % of all permanent IT jobs located in the South West 4.69% 3.61% 0.83%
As % of the Database & Business Intelligence category 15.52% 9.74% 2.39%
Number of salaries quoted 191 159 47
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 £40,000 £39,100 £38,100
10% offered a salary of more than £75,000 £75,000 £72,000
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 South West region.

Database & Business Intelligence Category
South West
Permanent IT job ads with a match in the
Database & Business Intelligence category
1501 2033 2048
As % of all permanent IT jobs located in the South West 30.23% 37.08% 34.52%
Number of salaries quoted 1291 1775 1835
Median salary £44,000 £40,000 £37,500
Median salary % change year-on-year
+10.00% +6.66%
90% offered a salary of more than £32,500 £27,500 £27,500
10% offered a salary of more than £65,000 £52,500 £57,500
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 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 17 January 2017.

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 17 January 2017. 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 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 +31 120 £62,500 +25.00% 7
Gloucestershire +6 78 £54,000 -1.81% 7
Dorset +37 18 £40,000 -11.11% 2
Somerset +2 11 £50,000 +11.11%
Wiltshire -31 6 £60,000 +9.09%
Big Data
England

Big Data
Top 30 Related IT Skills in the South West

For the 6 months to 17 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 South West region with a requirement for Big Data.

1 277 (64.57%) Agile Software Development
2 260 (60.61%) Java
3 164 (38.23%) C#
4 163 (38.00%) Security Cleared
5 155 (36.13%) Python
6 150 (34.97%) Hadoop
7 136 (31.70%) Software Engineering
8 130 (30.30%) JavaScript
9 120 (27.97%) MongoDB
10 118 (27.51%) C++
11 110 (25.64%) Finance
11 110 (25.64%) Cybersecurity
12 102 (23.78%) AngularJS
12 102 (23.78%) DV Cleared
13 100 (23.31%) .NET
13 100 (23.31%) Oracle
14 97 (22.61%) HTML
15 96 (22.38%) NoSQL
16 94 (21.91%) SQL
17 91 (21.21%) Analytics
18 87 (20.28%) Scrum
19 85 (19.81%) C
19 85 (19.81%) MySQL
20 84 (19.58%) Linux
21 80 (18.65%) Apache Spark
22 79 (18.41%) Banking
23 77 (17.95%) Retail
23 77 (17.95%) Android
24 75 (17.48%) Elasticsearch
25 72 (16.78%) Spring

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 80 (18.65%) Apache Spark
2 75 (17.48%) Elasticsearch
3 72 (16.78%) WebLogic
4 58 (13.52%) Apache Pig
5 42 (9.79%) JBoss
5 42 (9.79%) Tomcat
6 40 (9.32%) Jetty
7 39 (9.09%) WebSphere
8 25 (5.83%) Apache Solr
8 25 (5.83%) OpenStack
9 14 (3.26%) SAS
10 13 (3.03%) Apache
11 12 (2.80%) WebSphere Application Server
12 7 (1.63%) CMS
13 6 (1.40%) Oracle SOA Suite
14 5 (1.17%) IIS
15 3 (0.70%) Confluence
16 2 (0.47%) Alfresco
16 2 (0.47%) Documentum
16 2 (0.47%) SharePoint
Applications
1 8 (1.86%) SPSS
2 4 (0.93%) MS Excel
Business Applications
1 5 (1.17%) WebTrends
2 3 (0.70%) Oracle Cash Management
Cloud Services
1 68 (15.85%) Amazon AWS
2 53 (12.35%) Microsoft Azure
3 30 (6.99%) SaaS
4 8 (1.86%) Amazon S3
5 3 (0.70%) Adobe Analytics
5 3 (0.70%) Amazon EC2
5 3 (0.70%) GitHub
6 2 (0.47%) Cloud Computing
6 2 (0.47%) Google Analytics
6 2 (0.47%) iPaaS
6 2 (0.47%) PaaS
Communications & Networking
1 21 (4.90%) SSL
1 21 (4.90%) TCP/IP
2 20 (4.66%) Firewall
3 18 (4.20%) HTTP
4 14 (3.26%) Internet
5 12 (2.80%) HTTPS
6 7 (1.63%) LAN
6 7 (1.63%) WAN
7 4 (0.93%) 4G
7 4 (0.93%) PSTN
7 4 (0.93%) Wi-Fi
8 2 (0.47%) Network Security
9 1 (0.23%) DNS
9 1 (0.23%) Kerberos
Database & Business Intelligence
1 150 (34.97%) Hadoop
2 120 (27.97%) MongoDB
3 96 (22.38%) NoSQL
4 85 (19.81%) MySQL
5 59 (13.75%) Apache Hive
6 56 (13.05%) SQL Server
7 36 (8.39%) Redis
8 35 (8.16%) Couchbase
9 33 (7.69%) Relational Database
10 32 (7.46%) Apache Cassandra
11 31 (7.23%) Data Mining
12 30 (6.99%) PostgreSQL
13 26 (6.06%) RDBMS
13 26 (6.06%) Riak
14 14 (3.26%) Data Warehouse
15 12 (2.80%) OrientDB
16 7 (1.63%) SQL Server Reporting Services
17 5 (1.17%) Data Lake
18 4 (0.93%) SQL Server Analysis Services
18 4 (0.93%) SQL Server Integration Services
Development Applications
1 45 (10.49%) Git (software)
2 17 (3.96%) JIRA
3 9 (2.10%) Selenium
4 8 (1.86%) TeamCity
5 7 (1.63%) Atlassian Bamboo
5 7 (1.63%) Bitbucket
5 7 (1.63%) CodeSonar
5 7 (1.63%) git-flow
5 7 (1.63%) Robot Framework
6 6 (1.40%) Jenkins
6 6 (1.40%) Team Foundation Server
7 4 (0.93%) JUnit
7 4 (0.93%) Mercurial
7 4 (0.93%) Subversion
8 3 (0.70%) Maven
9 2 (0.47%) Eclipse
9 2 (0.47%) Hudson
10 1 (0.23%) Gradle
10 1 (0.23%) Mockito
10 1 (0.23%) RSpec
General
1 110 (25.64%) Finance
2 79 (18.41%) Banking
3 77 (17.95%) Retail
4 68 (15.85%) Telecoms
5 27 (6.29%) Games
6 16 (3.73%) Marketing
7 7 (1.63%) Local Government
8 4 (0.93%) Advertising
9 3 (0.70%) Financial Institution
9 3 (0.70%) Investment Banking
10 1 (0.23%) Electronics
10 1 (0.23%) Front Office
10 1 (0.23%) Manufacturing
10 1 (0.23%) Multimedia
Job Titles
1 153 (35.66%) Developer
2 88 (20.51%) Software Engineer
3 70 (16.32%) Architect
4 55 (12.82%) Java Developer
5 53 (12.35%) C# Developer
6 43 (10.02%) .NET Developer
7 40 (9.32%) Java Engineer
8 38 (8.86%) Java Software Engineer
9 35 (8.16%) C# .NET Developer
10 33 (7.69%) Technical Architect
11 29 (6.76%) Consultant
12 28 (6.53%) Senior Developer
13 25 (5.83%) Analyst
14 22 (5.13%) Agile Developer
14 22 (5.13%) Big Data Engineer
14 22 (5.13%) C# Software Engineer
14 22 (5.13%) C++ Software Engineer
15 20 (4.66%) Software Developer
15 20 (4.66%) Solutions Architect
16 18 (4.20%) Data Engineer
Libraries, Frameworks & Software Standards
1 102 (23.78%) AngularJS
2 100 (23.31%) .NET
3 97 (22.61%) HTML
4 72 (16.78%) Spring
5 63 (14.69%) Java EE
6 62 (14.45%) Hibernate
7 60 (13.99%) CSS
8 51 (11.89%) HTML5
9 50 (11.66%) Node.js
10 49 (11.42%) J2EE
11 46 (10.72%) React
12 38 (8.86%) LAMP
13 37 (8.62%) STL
14 35 (8.16%) CSS3
15 32 (7.46%) EJB
15 32 (7.46%) jQuery
16 26 (6.06%) Apache Camel
16 26 (6.06%) ELK Stack
17 25 (5.83%) Lucene
17 25 (5.83%) Middleware
Miscellaneous
1 59 (13.75%) Visualisation
2 46 (10.72%) Enterprise Software
3 30 (6.99%) Analytical Skills
4 29 (6.76%) Algorithms
5 26 (6.06%) Cybercrime
5 26 (6.06%) PKI
6 20 (4.66%) iPhone
7 14 (3.26%) Computer Science
8 13 (3.03%) Credit Risk
8 13 (3.03%) Mobile App
9 11 (2.56%) Cyber Defence
9 11 (2.56%) Internet of Things
10 10 (2.33%) User Experience
11 9 (2.10%) Management Information System
11 9 (2.10%) Mathematics
12 8 (1.86%) Foreign Exchange (FX)
13 6 (1.40%) Artificial Intelligence
14 5 (1.17%) Informatics
14 5 (1.17%) NHS
14 5 (1.17%) Statistics
Operating Systems
1 84 (19.58%) Linux
2 77 (17.95%) Android
3 54 (12.59%) Apple iOS
4 40 (9.32%) Windows
5 19 (4.43%) Windows Phone
6 15 (3.50%) Unix
7 10 (2.33%) AIX
8 7 (1.63%) Mac OS X
9 5 (1.17%) Windows Server
9 5 (1.17%) Windows Server 2003
10 1 (0.23%) Oracle Linux
Processes & Methodologies
1 277 (64.57%) Agile Software Development
2 136 (31.70%) Software Engineering
3 110 (25.64%) Cybersecurity
4 91 (21.21%) Analytics
5 87 (20.28%) Scrum
6 70 (16.32%) Mentoring
6 70 (16.32%) TDD
7 66 (15.38%) Continuous Integration
7 66 (15.38%) Mobile Development
8 65 (15.15%) DevOps
9 64 (14.92%) Multithreading
10 63 (14.69%) Web Development
11 62 (14.45%) OO
12 58 (13.52%) Project Management
13 56 (13.05%) Reverse Engineering
14 53 (12.35%) Coaching
15 51 (11.89%) Data Analytics
16 48 (11.19%) UML
17 46 (10.72%) Technical Architecture
18 40 (9.32%) Kanban
Programming Languages
1 260 (60.61%) Java
2 164 (38.23%) C#
3 155 (36.13%) Python
4 130 (30.30%) JavaScript
5 118 (27.51%) C++
6 94 (21.91%) SQL
7 85 (19.81%) C
8 64 (14.92%) Perl
9 49 (11.42%) Objective-C
10 39 (9.09%) Bash Shell
11 29 (6.76%) Ruby
12 24 (5.59%) Go
13 23 (5.36%) PHP
14 14 (3.26%) Scala
15 7 (1.63%) Embedded C
15 7 (1.63%) PowerShell
16 4 (0.93%) Haskell
16 4 (0.93%) R
17 3 (0.70%) Clojure
17 3 (0.70%) T-SQL
Qualifications
1 163 (38.00%) Security Cleared
2 102 (23.78%) DV Cleared
3 69 (16.08%) Degree
4 49 (11.42%) SC Cleared
5 19 (4.43%) CISSP
6 18 (4.20%) CCNA
6 18 (4.20%) Cisco Certification
6 18 (4.20%) GIAC
6 18 (4.20%) Linux+ Certification
6 18 (4.20%) MCSE
6 18 (4.20%) Microsoft Certification
6 18 (4.20%) Network+ Certification
6 18 (4.20%) SANS
6 18 (4.20%) SSCP
7 8 (1.86%) CompTIA Security+
7 8 (1.86%) Security+ Certification
8 5 (1.17%) BPSS Clearance
9 3 (0.70%) Postgraduate
10 1 (0.23%) ISEB
10 1 (0.23%) PhD
Quality Assurance & Compliance
1 3 (0.70%) ISO 14001
1 3 (0.70%) ISO 9001
2 2 (0.47%) SLA
3 1 (0.23%) Data Quality
3 1 (0.23%) FATCA
System Software
1 23 (5.36%) Hyper-V
1 23 (5.36%) VMware Infrastructure
2 8 (1.86%) Docker
3 7 (1.63%) vSphere
4 3 (0.70%) Apache ZooKeeper
5 1 (0.23%) Apache Flume
5 1 (0.23%) HDFS
Systems Management
1 36 (8.39%) Puppet
2 33 (7.69%) Salt
3 30 (6.99%) Opscode Chef
4 26 (6.06%) Kibana
4 26 (6.06%) logstash
5 25 (5.83%) Ansible
6 3 (0.70%) Hadoop YARN
Vendors
1 100 (23.31%) Oracle
2 34 (7.93%) Microsoft
3 23 (5.36%) VMware
4 11 (2.56%) Cisco
5 8 (1.86%) Atlassian
6 7 (1.63%) Tableau
7 6 (1.40%) Google
7 6 (1.40%) SAP
8 5 (1.17%) Adobe
8 5 (1.17%) Hortonworks
9 4 (0.93%) Nokia
10 3 (0.70%) Cloudera
10 3 (0.70%) Intel
11 2 (0.47%) ESRI
11 2 (0.47%) IBM
11 2 (0.47%) MapR
11 2 (0.47%) OpenText
11 2 (0.47%) Red Hat
12 1 (0.23%) Informatica
12 1 (0.23%) Xamarin
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 1 hour ago
Bristol, Avon
Colston Consulting
Salary: £45000 - £65000 per annum
Posted: 17 hours ago
Bristol Area
Colston Consulting
Salary: £45000 - £65000 per annum
Posted: 17 hours ago
Bristol Area
ANSON MCCADE
Salary: £68,000 - £110,000 + extensive benefits package
Posted: 17 hours ago
Bristol
Computer Futures
Salary: £40000 - £55000 per annum + competitive
Posted: Yesterday
Gloucestershire
Datasource Computer Employment
Salary: Benefits!
Posted: 11 hours ago
Gloucestershire
Datasource Computer Employment
Salary: Excellent Benefits!
Posted: 11 hours ago
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 2 days ago
Bristol, Avon
Client Server
Salary: £50k to £55k + bonus + benefits
Posted: 3 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £80,000k base, bonus & a fantastic range of additional benef
Posted: 5 days ago
Gloucester, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 65,000 plus excellent benefits
Posted: 5 days ago
Poole, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £50000 per annum + Benefits & Bonus
Posted: 6 days ago
Bristol, Avon
Randstad Technologies
Salary: £35000.00 - £55000.00 per annum + Flexi-bens
Posted: 4 days ago
Bristol
Client Server
Salary: £40,000 to £55,000 + bonus + benefits
Posted: 11 days ago
Poole
Hays Specialist Recruitment Ltd
Salary: £25000 - £50000 per annum + Bonus + Bens
Posted: 13 days ago
Gloucester, Gloucestershire
Informatiq Consulting
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Plymouth
Applause IT Ltd
Salary: £35000 - £50000 per annum + benefits
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