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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 106 101 144
Rank change year-on-year
-5 +43
Permanent jobs citing Big Data 69 85 56
As % of all permanent IT jobs located in Hampshire 2.15% 2.52% 1.45%
As % of the Database & Business Intelligence category 7.19% 6.98% 4.24%
Number of salaries quoted 67 76 39
Median salary £37,500 £50,000 £45,000
Median salary % change year-on-year
-25.00% +11.11%
90% offered a salary of more than £35,000 £39,250 £35,000
10% offered a salary of more than £70,500 £67,500 £55,500
UK excluding London median salary £52,500 £50,000 £47,500
% change year-on-year
+5.00% +5.26%
Big Data
South East

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
960 1217 1321
As % of all permanent IT jobs located in Hampshire 29.96% 36.13% 34.28%
Number of salaries quoted 874 1081 1117
Median salary £40,000 £42,500 £42,500
Median salary % change year-on-year
-5.88% -
90% offered a salary of more than £30,000 £32,000 £27,500
10% offered a salary of more than £57,500 £55,000 £60,000
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 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 9 December 2016.

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 9 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
Southampton +16 34 £37,500 -21.05% 5
Portsmouth +1 11 £40,000 -2.43%
Eastleigh - 10 £37,500 - 1
Aldershot +2 4 £77,500 +14.81% 1
Farnborough -18 4 £69,000 +15.00% 1
Fareham - 2 £37,500 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

For the 6 months to 9 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 Hampshire region with a requirement for Big Data.

1 49 (35.51%) JavaScript
2 47 (34.06%) MVC
3 45 (32.61%) HTML
4 37 (26.81%) PHP
4 37 (26.81%) MySQL
5 35 (25.36%) CSS
6 34 (24.64%) Java
6 34 (24.64%) HTML5
7 33 (23.91%) Linux
8 32 (23.19%) Software Engineering
9 31 (22.46%) OOP
10 29 (21.01%) Hadoop
11 28 (20.29%) Web Development
11 28 (20.29%) Agile Software Development
12 27 (19.57%) Elasticsearch
12 27 (19.57%) Docker
13 26 (18.84%) Analytical Skills
13 26 (18.84%) NoSQL
14 25 (18.12%) Python
14 25 (18.12%) SQL
15 24 (17.39%) Oracle
15 24 (17.39%) Spring
15 24 (17.39%) AngularJS
16 23 (16.67%) SOLID
16 23 (16.67%) Games
17 22 (15.94%) .NET
18 19 (13.77%) SQL Server
18 19 (13.77%) C#
18 19 (13.77%) Music Industry
19 18 (13.04%) MapReduce

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 27 (19.57%) Elasticsearch
2 18 (13.04%) Apache
3 13 (9.42%) nginx
4 10 (7.25%) Apache Pig
5 8 (5.80%) SAS
6 4 (2.90%) Apache Spark
6 4 (2.90%) IIS
7 1 (0.72%) Cloud Foundry
7 1 (0.72%) CMS
Applications
1 11 (7.97%) MS Excel
2 1 (0.72%) SPSS
2 1 (0.72%) Stata
Business Applications
1 1 (0.72%) WebTrends
Cloud Services
1 15 (10.87%) Microsoft Azure
2 11 (7.97%) SaaS
3 10 (7.25%) Amazon AWS
3 10 (7.25%) IaaS
3 10 (7.25%) PaaS
4 4 (2.90%) Google Cloud Platform
5 3 (2.17%) GitHub
6 1 (0.72%) Adobe Analytics
6 1 (0.72%) Google Analytics
Communications & Networking
1 14 (10.14%) Unified Communications
2 5 (3.62%) 4G
2 5 (3.62%) PSTN
2 5 (3.62%) Wi-Fi
3 4 (2.90%) DNS
3 4 (2.90%) Firewall
3 4 (2.90%) HTTP
3 4 (2.90%) HTTPS
3 4 (2.90%) Internet
3 4 (2.90%) SAN
3 4 (2.90%) SMTP
3 4 (2.90%) TCP/IP
Database & Business Intelligence
1 37 (26.81%) MySQL
2 29 (21.01%) Hadoop
3 26 (18.84%) NoSQL
4 19 (13.77%) SQL Server
5 12 (8.70%) Relational Database
6 11 (7.97%) Apache Cassandra
6 11 (7.97%) Apache Hive
7 10 (7.25%) PostgreSQL
8 6 (4.35%) Redis
9 5 (3.62%) HBase
9 5 (3.62%) Power BI
9 5 (3.62%) SQL Server 2008
9 5 (3.62%) SQL Server 2014
9 5 (3.62%) SQL Server Analysis Services
9 5 (3.62%) SQL Server Integration Services
9 5 (3.62%) SQL Server Reporting Services
10 4 (2.90%) Apache Accumulo
11 3 (2.17%) Data Mining
12 2 (1.45%) Data Warehouse
12 2 (1.45%) DB2
Development Applications
1 9 (6.52%) Git (software)
2 6 (4.35%) Vagrant
3 4 (2.90%) Selenium
4 3 (2.17%) Ant
4 3 (2.17%) Bitbucket
4 3 (2.17%) Maven
4 3 (2.17%) QUnit
5 2 (1.45%) Team Foundation Server
6 1 (0.72%) Visual Studio
General
1 23 (16.67%) Games
2 19 (13.77%) Music Industry
3 10 (7.25%) Law
4 7 (5.07%) Manufacturing
5 6 (4.35%) Retail
6 4 (2.90%) Advertising
6 4 (2.90%) Aerospace
6 4 (2.90%) Banking
6 4 (2.90%) Finance
7 3 (2.17%) Telecoms
8 1 (0.72%) Automotive
8 1 (0.72%) Marketing
Job Titles
1 86 (62.32%) Developer
2 37 (26.81%) PHP Developer
3 32 (23.19%) Senior Developer
4 23 (16.67%) Architect
4 23 (16.67%) Senior PHP Developer
5 18 (13.04%) Java Developer
6 17 (12.32%) PHP Web Developer
6 17 (12.32%) Web Developer
7 13 (9.42%) Data Architect
7 13 (9.42%) Senior PHP Web Developer
7 13 (9.42%) Senior Web Developer
7 13 (9.42%) Software Engineer
8 12 (8.70%) .NET Developer
9 11 (7.97%) Java Engineer
9 11 (7.97%) Java Software Engineer
10 10 (7.25%) Senior Java Engineer
10 10 (7.25%) Senior Java Software Engineer
10 10 (7.25%) Senior Software Engineer
11 9 (6.52%) E-Commerce Developer
11 9 (6.52%) SQL Developer
Libraries, Frameworks & Software Standards
1 45 (32.61%) HTML
2 35 (25.36%) CSS
3 34 (24.64%) HTML5
4 24 (17.39%) AngularJS
4 24 (17.39%) Spring
5 22 (15.94%) .NET
6 17 (12.32%) CSS3
6 17 (12.32%) Regular Expression
7 16 (11.59%) J2EE
8 14 (10.14%) LAMP
8 14 (10.14%) Laravel
8 14 (10.14%) Node.js
8 14 (10.14%) Symfony
9 13 (9.42%) LEMP Stack
9 13 (9.42%) Twitter Bootstrap
9 13 (9.42%) Web Services
10 12 (8.70%) Hibernate
10 12 (8.70%) JDBC
10 12 (8.70%) Struts
11 10 (7.25%) JSON
Miscellaneous
1 26 (18.84%) Analytical Skills
2 15 (10.87%) Enterprise Software
3 11 (7.97%) Visualisation
4 8 (5.80%) Management Information System
4 8 (5.80%) Taxonomies
5 6 (4.35%) Computer Science
6 5 (3.62%) Mathematics
7 4 (2.90%) Life Science
7 4 (2.90%) Physics
8 3 (2.17%) Artificial Intelligence
8 3 (2.17%) Data Centre
8 3 (2.17%) User Experience
9 2 (1.45%) Clustering
9 2 (1.45%) Security Operations Centre
10 1 (0.72%) Credit Risk
10 1 (0.72%) FMCG
10 1 (0.72%) Grid Computing
10 1 (0.72%) Public Cloud
10 1 (0.72%) Social Media
10 1 (0.72%) Statistics
Operating Systems
1 33 (23.91%) Linux
2 7 (5.07%) Windows
Processes & Methodologies
1 47 (34.06%) MVC
2 32 (23.19%) Software Engineering
3 31 (22.46%) OOP
4 28 (20.29%) Agile Software Development
4 28 (20.29%) Web Development
5 23 (16.67%) SOLID
6 18 (13.04%) MapReduce
7 17 (12.32%) OO
8 16 (11.59%) Business Intelligence
9 15 (10.87%) Analytics
10 14 (10.14%) Data Management
10 14 (10.14%) TDD
11 11 (7.97%) Data Visualisation
11 11 (7.97%) Migration
11 11 (7.97%) TOGAF
12 10 (7.25%) Data Modelling
12 10 (7.25%) EAI
12 10 (7.25%) E-Commerce
12 10 (7.25%) ETL
12 10 (7.25%) Predictive Analytics
Programming Languages
1 49 (35.51%) JavaScript
2 37 (26.81%) PHP
3 34 (24.64%) Java
4 25 (18.12%) Python
4 25 (18.12%) SQL
5 19 (13.77%) C#
6 17 (12.32%) PHP 5
6 17 (12.32%) XPath
7 13 (9.42%) PHP 7
8 12 (8.70%) PL/SQL
9 9 (6.52%) C++
9 9 (6.52%) PowerShell
10 8 (5.80%) Ruby
11 3 (2.17%) Groovy
12 2 (1.45%) T-SQL
13 1 (0.72%) Bash Shell
13 1 (0.72%) F#
13 1 (0.72%) MATLAB
13 1 (0.72%) Scala
13 1 (0.72%) VB.NET
Qualifications
1 17 (12.32%) Degree
2 11 (7.97%) Security Cleared
3 7 (5.07%) DV Cleared
4 4 (2.90%) CCNA
4 4 (2.90%) Cisco Certification
4 4 (2.90%) MCSE
4 4 (2.90%) Microsoft Certification
4 4 (2.90%) RHCE
5 2 (1.45%) BPSS Clearance
5 2 (1.45%) SC Cleared
6 1 (0.72%) PhD
6 1 (0.72%) Postgraduate
Quality Assurance & Compliance
1 1 (0.72%) QA
System Software
1 27 (19.57%) Docker
2 12 (8.70%) HDFS
3 11 (7.97%) Apache Flume
4 4 (2.90%) Active Directory
4 4 (2.90%) LXC
5 2 (1.45%) Virtual Machines
Systems Management
1 10 (7.25%) Oozie
2 5 (3.62%) Hadoop YARN
3 1 (0.72%) EMC NetWorker
Vendors
1 24 (17.39%) Oracle
2 14 (10.14%) Microsoft
3 7 (5.07%) SAP
4 6 (4.35%) Cloudera
5 5 (3.62%) Cisco
5 5 (3.62%) Google
6 4 (2.90%) Dell
6 4 (2.90%) Red Hat
7 1 (0.72%) Adobe
7 1 (0.72%) Hortonworks
Aldershot, Hampshire
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 2 days ago
Farnborough, Hampshire
Austin Fraser
Salary: £85000 - £90000 per annum + Benefits and Bonus
Posted: 2 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: Yesterday
Hampshire
Austin Fraser
Salary: £65000 - £70000 per annum + Benefits
Posted: 2 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £40000 per annum + benefits
Posted: 7 hours ago
Southampton, Hampshire
ANSON MCCADE
Salary: £70,000 - £80,000
Posted: Yesterday
Southampton, Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000 - £40000 per annum + Package
Posted: 4 days ago
Eastleigh
Spectrum IT
Salary: £30000 - £45000 per annum + benefits
Posted: 7 days ago
Hampshire
Hays Specialist Recruitment Ltd
Salary: £55000.00 - £70000.00 per annum
Posted: 18 days ago
Havant, Hampshire
Stepstone
Salary: Competitive Salary & Generous Benefits
Posted: 11 days ago
Havant, Hampshire
Stepstone
Salary: Competitive Salary & Generous Benefits
Posted: 11 days ago
Southampton
Spectrum IT
Salary: £35000 - £40000 per annum + benefits
Posted: 21 days ago