The table below looks at the statistics for Big Data skills in IT jobs advertised for the Hampshire 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
South East / Hampshire
Rank 110 108 167
Rank change year-on-year
-2 +59
Permanent jobs citing Big Data 58 72 30
As % of all permanent IT jobs located in Hampshire 1.92% 2.21% 0.79%
As % of the Database & Business Intelligence category 6.42% 6.34% 2.29%
Number of salaries quoted 55 55 19
Median salary £42,500 £50,000 £38,500
Median salary % change year-on-year
-15.00% +29.87%
90% offered a salary of more than £35,000 £41,000 £35,000
10% offered a salary of more than £77,500 £65,000 £56,000
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 Hampshire region.

Database & Business Intelligence Category
Hampshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
904 1136 1308
As % of all permanent IT jobs located in Hampshire 29.91% 34.90% 34.31%
Number of salaries quoted 807 1030 1162
Median salary £40,000 £43,500 £42,500
Median salary % change year-on-year
-8.04% +2.35%
90% offered a salary of more than £30,000 £31,500 £27,500
10% offered a salary of more than £60,000 £55,000 £60,000
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 Hampshire

The demand trend of job ads across the Hampshire 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 Hampshire

Big Data
Salary Trend in Hampshire

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

Big Data Salary Trend in Hampshire

Big Data
Salary Histogram in Hampshire

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

Big Data Salary Histogram in Hampshire

Big Data
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Hampshire region over the 3 months to 20 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
Southampton +14 22 £37,500 -21.05% 4
Eastleigh - 8 £37,500 - 1
Aldershot +5 7 £77,500 -
Portsmouth 0 6 £32,500 -20.73%
Farnborough -15 5 £67,500 +12.50%
Fareham - 2 £37,500 - 1
Basingstoke -14 1 - - 1
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

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 Hampshire region with a requirement for Big Data.

1 43 (34.96%) JavaScript
2 37 (30.08%) HTML
2 37 (30.08%) MySQL
2 37 (30.08%) MVC
3 35 (28.46%) PHP
4 33 (26.83%) Java
5 30 (24.39%) CSS
6 29 (23.58%) Linux
7 28 (22.76%) OOP
7 28 (22.76%) Agile Software Development
8 27 (21.95%) Hadoop
8 27 (21.95%) HTML5
9 26 (21.14%) SQL
10 25 (20.33%) Spring
10 25 (20.33%) Web Development
10 25 (20.33%) Elasticsearch
10 25 (20.33%) Docker
11 22 (17.89%) Software Engineering
11 22 (17.89%) NoSQL
11 22 (17.89%) AngularJS
11 22 (17.89%) SOLID
12 21 (17.07%) Analytical Skills
12 21 (17.07%) Python
12 21 (17.07%) Games
13 20 (16.26%) J2EE
14 19 (15.45%) Oracle
15 17 (13.82%) OO
15 17 (13.82%) Apache
15 17 (13.82%) Business Intelligence
16 16 (13.01%) Music Industry

Big Data
Top Related IT Skills in Hampshire 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 25 (20.33%) Elasticsearch
2 17 (13.82%) Apache
3 13 (10.57%) nginx
4 5 (4.07%) Apache Spark
4 5 (4.07%) SAS
5 4 (3.25%) Apache Pig
5 4 (3.25%) IIS
6 1 (0.81%) Cloud Foundry
Applications
1 10 (8.13%) MS Excel
2 1 (0.81%) SPSS
2 1 (0.81%) Stata
Business Applications
1 1 (0.81%) Maximo
1 1 (0.81%) WebTrends
Cloud Services
1 13 (10.57%) Microsoft Azure
2 12 (9.76%) SaaS
3 10 (8.13%) IaaS
3 10 (8.13%) PaaS
4 9 (7.32%) Amazon AWS
5 4 (3.25%) Google Cloud Platform
6 3 (2.44%) GitHub
7 1 (0.81%) Adobe Analytics
7 1 (0.81%) Google Analytics
Communications & Networking
1 13 (10.57%) Unified Communications
2 4 (3.25%) 4G
2 4 (3.25%) DNS
2 4 (3.25%) Firewall
2 4 (3.25%) HTTP
2 4 (3.25%) HTTPS
2 4 (3.25%) Internet
2 4 (3.25%) PSTN
2 4 (3.25%) SAN
2 4 (3.25%) SMTP
2 4 (3.25%) TCP/IP
2 4 (3.25%) Wi-Fi
Database & Business Intelligence
1 37 (30.08%) MySQL
2 27 (21.95%) Hadoop
3 22 (17.89%) NoSQL
4 14 (11.38%) Apache Cassandra
5 12 (9.76%) SQL Server
6 8 (6.50%) HBase
7 6 (4.88%) Redis
7 6 (4.88%) Relational Database
8 5 (4.07%) Apache Hive
8 5 (4.07%) PostgreSQL
8 5 (4.07%) Power BI
8 5 (4.07%) SQL Server 2008
8 5 (4.07%) SQL Server 2014
8 5 (4.07%) SQL Server Analysis Services
8 5 (4.07%) SQL Server Integration Services
8 5 (4.07%) SQL Server Reporting Services
9 4 (3.25%) Data Mining
10 2 (1.63%) Data Warehouse
10 2 (1.63%) DB2
11 1 (0.81%) Oracle BI EE
Development Applications
1 9 (7.32%) Git (software)
2 7 (5.69%) Vagrant
3 3 (2.44%) Bitbucket
4 2 (1.63%) Team Foundation Server
5 1 (0.81%) Selenium
5 1 (0.81%) Visual Studio
General
1 21 (17.07%) Games
2 16 (13.01%) Music Industry
3 5 (4.07%) Finance
4 4 (3.25%) Advertising
4 4 (3.25%) Law
5 3 (2.44%) Manufacturing
6 2 (1.63%) Retail
6 2 (1.63%) Telecoms
7 1 (0.81%) Automotive
7 1 (0.81%) Marketing
Job Titles
1 77 (62.60%) Developer
2 35 (28.46%) PHP Developer
3 27 (21.95%) Senior Developer
4 23 (18.70%) Architect
5 21 (17.07%) Java Developer
6 19 (15.45%) Senior PHP Developer
7 15 (12.20%) Data Architect
8 14 (11.38%) PHP Web Developer
8 14 (11.38%) Web Developer
9 9 (7.32%) Full Stack Developer
9 9 (7.32%) Senior PHP Web Developer
9 9 (7.32%) Senior Web Developer
9 9 (7.32%) SQL Developer
10 7 (5.69%) Lead Developer
10 7 (5.69%) Lead Java Developer
11 6 (4.88%) .NET Developer
11 6 (4.88%) Lead Architect
11 6 (4.88%) Lead Data Architect
11 6 (4.88%) Senior Java Developer
11 6 (4.88%) Technical Architect
Libraries, Frameworks & Software Standards
1 37 (30.08%) HTML
2 30 (24.39%) CSS
3 27 (21.95%) HTML5
4 25 (20.33%) Spring
5 22 (17.89%) AngularJS
6 20 (16.26%) J2EE
7 14 (11.38%) CSS3
7 14 (11.38%) Regular Expression
8 13 (10.57%) .NET
8 13 (10.57%) LAMP
8 13 (10.57%) Laravel
8 13 (10.57%) LEMP Stack
8 13 (10.57%) Node.js
8 13 (10.57%) Symfony
8 13 (10.57%) Twitter Bootstrap
8 13 (10.57%) Web Services
9 12 (9.76%) Hibernate
9 12 (9.76%) JDBC
9 12 (9.76%) Struts
10 10 (8.13%) REST
Miscellaneous
1 21 (17.07%) Analytical Skills
2 14 (11.38%) Enterprise Software
3 11 (8.94%) Visualisation
4 8 (6.50%) Management Information System
4 8 (6.50%) Taxonomies
5 5 (4.07%) Computer Science
6 4 (3.25%) Data Centre
6 4 (3.25%) Mathematics
7 3 (2.44%) Artificial Intelligence
7 3 (2.44%) Physics
7 3 (2.44%) User Experience
8 2 (1.63%) Algorithms
8 2 (1.63%) Clustering
8 2 (1.63%) Mobile Payment
9 1 (0.81%) Credit Risk
9 1 (0.81%) Data Extraction
9 1 (0.81%) Grid Computing
9 1 (0.81%) Public Cloud
9 1 (0.81%) Statistics
9 1 (0.81%) Virtual Team
Operating Systems
1 29 (23.58%) Linux
2 6 (4.88%) Windows
Processes & Methodologies
1 37 (30.08%) MVC
2 28 (22.76%) Agile Software Development
2 28 (22.76%) OOP
3 25 (20.33%) Web Development
4 22 (17.89%) Software Engineering
4 22 (17.89%) SOLID
5 17 (13.82%) Business Intelligence
5 17 (13.82%) OO
6 16 (13.01%) Analytics
7 15 (12.20%) MapReduce
8 13 (10.57%) Data Management
9 11 (8.94%) Data Visualisation
9 11 (8.94%) Migration
10 10 (8.13%) Data Modelling
10 10 (8.13%) EAI
10 10 (8.13%) ETL
10 10 (8.13%) Predictive Analytics
10 10 (8.13%) TOGAF
11 9 (7.32%) SOA
12 8 (6.50%) Validation
Programming Languages
1 43 (34.96%) JavaScript
2 35 (28.46%) PHP
3 33 (26.83%) Java
4 26 (21.14%) SQL
5 21 (17.07%) Python
6 14 (11.38%) PHP 5
6 14 (11.38%) PHP 7
6 14 (11.38%) XPath
7 13 (10.57%) C#
7 13 (10.57%) PL/SQL
8 11 (8.94%) C++
9 9 (7.32%) PowerShell
10 8 (6.50%) Ruby
11 2 (1.63%) T-SQL
12 1 (0.81%) Go
12 1 (0.81%) MATLAB
12 1 (0.81%) R
12 1 (0.81%) Scala
12 1 (0.81%) VB.NET
Qualifications
1 11 (8.94%) Degree
2 6 (4.88%) Security Cleared
3 4 (3.25%) CCNA
3 4 (3.25%) Cisco Certification
3 4 (3.25%) DV Cleared
3 4 (3.25%) MCSE
3 4 (3.25%) Microsoft Certification
3 4 (3.25%) RHCE
4 3 (2.44%) PhD
5 2 (1.63%) SC Cleared
6 1 (0.81%) MBA
6 1 (0.81%) Postgraduate
Quality Assurance & Compliance
1 1 (0.81%) QA
System Software
1 25 (20.33%) Docker
2 6 (4.88%) HDFS
3 5 (4.07%) Apache Flume
4 4 (3.25%) Active Directory
4 4 (3.25%) LXC
5 2 (1.63%) Virtual Machines
Systems Management
1 4 (3.25%) Oozie
2 2 (1.63%) Hadoop YARN
3 1 (0.81%) EMC NetWorker
Vendors
1 19 (15.45%) Oracle
2 12 (9.76%) Microsoft
3 5 (4.07%) Google
4 4 (3.25%) Cisco
4 4 (3.25%) Dell
4 4 (3.25%) Red Hat
4 4 (3.25%) SAP
5 3 (2.44%) Cloudera
6 1 (0.81%) Adobe
6 1 (0.81%) Hortonworks
6 1 (0.81%) IBM
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: 15 hours ago
Hampshire
Acumin
Salary: Up to £55,000 per annum DOE
Posted: Yesterday
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £45000 per annum
Posted: 13 hours ago
Basingstoke, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £55000 - £75000 per annum + benefits
Posted: Yesterday
Hampshire
Austin Fraser
Salary: £60000.00 - £75000.00 per annum + Benefits
Posted: 4 days ago
Fareham
Specsavers
Posted: 10 days ago