The table below looks at the statistics for Big Data skills in IT jobs advertised for the Portsmouth region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Big Data
Hampshire / Portsmouth
Rank 45 47 61
Rank change year-on-year
+2 +14
Permanent jobs citing Big Data 6 10 7
As % of all permanent IT jobs located in Portsmouth 2.27% 2.94% 1.81%
As % of the Database & Business Intelligence category 5.17% 7.81% 4.27%
Number of salaries quoted 6 10 2
Median salary £32,500 £41,000 £38,500
Median salary % change year-on-year
-20.73% +6.49%
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 Portsmouth region.

Database & Business Intelligence Category
Portsmouth
Permanent IT job ads with a match in the
Database & Business Intelligence category
116 128 164
As % of all permanent IT jobs located in Portsmouth 43.94% 37.65% 42.38%
Number of salaries quoted 104 117 147
Median salary £40,000 £45,000 £42,500
Median salary % change year-on-year
-11.11% +5.88%
90% offered a salary of more than £30,000 £32,500 £27,500
10% offered a salary of more than £52,500 £50,000 £55,000
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 Portsmouth

The demand trend of job ads across the Portsmouth 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 Portsmouth

Big Data
Salary Trend in Portsmouth

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

Big Data Salary Trend in Portsmouth

Big Data
Salary Histogram in Portsmouth

This chart provides a salary histogram for IT jobs citing Big Data across the Portsmouth region over the 3 months to 22 January 2017.

Big Data Salary Histogram in Portsmouth

Big Data
Top 30 Related IT Skills in Portsmouth

For the 6 months to 22 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 Portsmouth region with a requirement for Big Data.

1 16 (59.26%) SQL
2 12 (44.44%) NoSQL
3 9 (33.33%) Agile Software Development
3 9 (33.33%) .NET
4 8 (29.63%) Business Intelligence
4 8 (29.63%) Analytics
5 7 (25.93%) Enterprise Software
5 7 (25.93%) EAI
5 7 (25.93%) Data Modelling
5 7 (25.93%) MVC
5 7 (25.93%) Validation
5 7 (25.93%) Migration
5 7 (25.93%) Hibernate
5 7 (25.93%) Oracle
5 7 (25.93%) C#
5 7 (25.93%) PL/SQL
5 7 (25.93%) JDBC
5 7 (25.93%) Struts
5 7 (25.93%) ETL
5 7 (25.93%) Data Management
5 7 (25.93%) Spring
5 7 (25.93%) Taxonomies
5 7 (25.93%) Predictive Analytics
5 7 (25.93%) Data Visualisation
5 7 (25.93%) Data Governance
5 7 (25.93%) Data Migration
5 7 (25.93%) Visualisation
6 6 (22.22%) Management Information System
7 5 (18.52%) Content Management
7 5 (18.52%) Microsoft Azure

Big Data
Top Related IT Skills in Portsmouth 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 4 (14.81%) Apache
1 4 (14.81%) Elasticsearch
1 4 (14.81%) IIS
2 1 (3.70%) Apache Spark
2 1 (3.70%) Cloud Foundry
Applications
1 4 (14.81%) MS Excel
Business Applications
1 1 (3.70%) Maximo
Cloud Services
1 5 (18.52%) Amazon AWS
1 5 (18.52%) IaaS
1 5 (18.52%) Microsoft Azure
1 5 (18.52%) PaaS
1 5 (18.52%) SaaS
2 4 (14.81%) Google Cloud Platform
3 3 (11.11%) GitHub
Communications & Networking
1 4 (14.81%) DNS
1 4 (14.81%) Firewall
1 4 (14.81%) HTTP
1 4 (14.81%) HTTPS
1 4 (14.81%) Internet
1 4 (14.81%) SAN
1 4 (14.81%) SMTP
1 4 (14.81%) TCP/IP
Database & Business Intelligence
1 12 (44.44%) NoSQL
2 5 (18.52%) Apache Cassandra
3 4 (14.81%) Hadoop
3 4 (14.81%) Redis
4 3 (11.11%) Data Mining
5 2 (7.41%) SQL Server
6 1 (3.70%) HBase
6 1 (3.70%) MongoDB
6 1 (3.70%) Sqoop
Development Applications
1 3 (11.11%) Bitbucket
2 2 (7.41%) Team Foundation Server
3 1 (3.70%) Selenium
General
1 4 (14.81%) Law
2 2 (7.41%) Advertising
2 2 (7.41%) Retail
3 1 (3.70%) Finance
Job Titles
1 13 (48.15%) Developer
2 7 (25.93%) Architect
2 7 (25.93%) Data Architect
3 6 (22.22%) .NET Developer
4 5 (18.52%) Lead Architect
4 5 (18.52%) Lead Data Architect
4 5 (18.52%) SQL Developer
5 4 (14.81%) Administrator
5 4 (14.81%) E-Commerce Developer
5 4 (14.81%) Systems Administrator
6 3 (11.11%) CRM Developer
6 3 (11.11%) Python Developer
7 2 (7.41%) Junior
7 2 (7.41%) Junior Developer
7 2 (7.41%) Junior Python Developer
7 2 (7.41%) Trainee
7 2 (7.41%) Trainee Developer
8 1 (3.70%) Software Developer
8 1 (3.70%) Software Engineer
8 1 (3.70%) Systems Support
Libraries, Frameworks & Software Standards
1 9 (33.33%) .NET
2 7 (25.93%) Hibernate
2 7 (25.93%) JDBC
2 7 (25.93%) Spring
2 7 (25.93%) Struts
3 4 (14.81%) Web Services
4 3 (11.11%) .NET Framework
4 3 (11.11%) Celery
4 3 (11.11%) Django
4 3 (11.11%) RabbitMQ
5 2 (7.41%) ASP.NET
6 1 (3.70%) ASP.NET MVC
6 1 (3.70%) ASP.NET Web Forms
6 1 (3.70%) jQuery
Miscellaneous
1 7 (25.93%) Enterprise Software
1 7 (25.93%) Taxonomies
1 7 (25.93%) Visualisation
2 6 (22.22%) Management Information System
3 5 (18.52%) Analytical Skills
4 3 (11.11%) Artificial Intelligence
4 3 (11.11%) Data Centre
4 3 (11.11%) User Experience
5 2 (7.41%) Clustering
5 2 (7.41%) Computer Science
6 1 (3.70%) Public Cloud
Operating Systems
1 4 (14.81%) Linux
1 4 (14.81%) Windows
Processes & Methodologies
1 9 (33.33%) Agile Software Development
2 8 (29.63%) Analytics
2 8 (29.63%) Business Intelligence
3 7 (25.93%) Data Governance
3 7 (25.93%) Data Management
3 7 (25.93%) Data Migration
3 7 (25.93%) Data Modelling
3 7 (25.93%) Data Visualisation
3 7 (25.93%) EAI
3 7 (25.93%) ETL
3 7 (25.93%) Migration
3 7 (25.93%) MVC
3 7 (25.93%) Predictive Analytics
3 7 (25.93%) Validation
4 5 (18.52%) Content Management
5 4 (14.81%) E-Commerce
5 4 (14.81%) Front End Development
5 4 (14.81%) Load Balancing
5 4 (14.81%) TDD
6 3 (11.11%) MapReduce
Programming Languages
1 16 (59.26%) SQL
2 7 (25.93%) C#
2 7 (25.93%) PL/SQL
3 4 (14.81%) JavaScript
3 4 (14.81%) PowerShell
3 4 (14.81%) Python
4 2 (7.41%) T-SQL
5 1 (3.70%) Go
5 1 (3.70%) Java
5 1 (3.70%) Ruby
5 1 (3.70%) Scala
5 1 (3.70%) VB.NET
Qualifications
1 4 (14.81%) CCNA
1 4 (14.81%) Cisco Certification
1 4 (14.81%) MCSE
1 4 (14.81%) Microsoft Certification
1 4 (14.81%) RHCE
2 2 (7.41%) Degree
Quality Assurance & Compliance
1 1 (3.70%) QA
System Software
1 4 (14.81%) Active Directory
1 4 (14.81%) Docker
1 4 (14.81%) LXC
2 2 (7.41%) Virtual Machines
3 1 (3.70%) HDFS
Vendors
1 7 (25.93%) Oracle
2 4 (14.81%) Cisco
2 4 (14.81%) Dell
2 4 (14.81%) Google
2 4 (14.81%) Microsoft
2 4 (14.81%) Red Hat
3 1 (3.70%) Cloudera
3 1 (3.70%) Hortonworks
3 1 (3.70%) IBM
3 1 (3.70%) SAP