Period
to 12 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Southampton with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 12 November 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
Hampshire > Southampton
6 months to
12 Nov 2018
Same period 2017 Same period 2016
Rank 82 - 107
Rank change year-on-year - +107 -
Permanent jobs citing Data Analytics 24 0 11
As % of all permanent IT jobs advertised in Southampton 1.79% - 0.83%
As % of the Processes & Methodologies category 1.95% - 0.96%
Number of salaries quoted 19 0 9
Southampton median annual salary £60,000 - £30,000
10th Percentile £38,750 - £27,500
90th Percentile £65,000 - £38,400
Hampshire median annual salary £55,000 £47,500 £38,000
% change year-on-year +15.79% +25.00% -27.62%

Data Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Southampton with a requirement for process or methodology skills.

All Process and Methodology Skills
Southampton
Permanent vacancies with a requirement for process or methodology skills 1,230 1,196 1,142
As % of all permanent IT jobs advertised in Southampton 91.93% 90.26% 85.99%
Number of salaries quoted 1,035 1,084 1,032
Southampton median annual salary £42,500 £37,500 £42,500
Median salary % change year-on-year +13.33% -11.76% -
10th Percentile £27,250 £25,000 £25,025
90th Percentile £66,250 £60,875 £58,750
Hampshire median annual salary £45,000 £42,500 £40,750
% change year-on-year +5.88% +4.29% -4.12%

Data Analytics
Job Vacancy Trend in Southampton

Job postings citing Data Analytics as a percentage of all IT jobs advertised in Southampton.

Job vacancy trend for Data Analytics in Southampton

Data Analytics
Salary Trend in Southampton

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in Southampton.

Salary trend for Data Analytics in Southampton

Data Analytics
Salary Histogram in Southampton

The salary distribution of IT jobs citing Data Analytics in Southampton over the 6 months to 12 November 2018.

Salary histogram for Data Analytics in Southampton

For the 6 months to 12 November 2018, IT jobs citing Data Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Southampton region with a requirement for Data Analytics.

1 24 (100.00%) Analytics
2 17 (70.83%) SQL
3 16 (66.67%) Python
3 16 (66.67%) Artificial Intelligence
4 15 (62.50%) Agile Software Development
4 15 (62.50%) DevOps
5 13 (54.17%) MongoDB
5 13 (54.17%) Business Intelligence
5 13 (54.17%) JavaScript
6 11 (45.83%) C++
6 11 (45.83%) SC Cleared
6 11 (45.83%) Open Source
6 11 (45.83%) Security Cleared
6 11 (45.83%) Puppet
6 11 (45.83%) Opscode Chef
7 10 (41.67%) Ansible
7 10 (41.67%) Docker
7 10 (41.67%) Jenkins
7 10 (41.67%) GitLab
7 10 (41.67%) Vue.js
7 10 (41.67%) Microsoft Azure
7 10 (41.67%) Software Engineering
8 9 (37.50%) DV Cleared
8 9 (37.50%) Amazon AWS
8 9 (37.50%) Collaborative Working
8 9 (37.50%) Industry 4.0
9 8 (33.33%) vSphere
9 8 (33.33%) Bash Shell
9 8 (33.33%) Node.js
9 8 (33.33%) VirtualBox

Data Analytics
Co-occurring IT Skills in Southampton 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 6 (25.00%) Apache
1 6 (25.00%) Apache Spark
2 5 (20.83%) Apache Solr
Cloud Services
1 10 (41.67%) Microsoft Azure
2 9 (37.50%) Amazon AWS
3 5 (20.83%) Cortana Intelligence Suite
3 5 (20.83%) SaaS
3 5 (20.83%) Serverless
4 3 (12.50%) Azure Functions
4 3 (12.50%) Azure Machine Learning
4 3 (12.50%) PaaS
5 2 (8.33%) Amazon S3
5 2 (8.33%) Amazon SQS
5 2 (8.33%) AWS Fargate
5 2 (8.33%) AWS Lambda
Communications & Networking
1 8 (33.33%) TCP/IP
1 8 (33.33%) VLAN
2 2 (8.33%) Internet
Database & Business Intelligence
1 13 (54.17%) MongoDB
2 8 (33.33%) Neo4j
3 6 (25.00%) Azure SQL Data Warehouse
3 6 (25.00%) Azure SQL Database
3 6 (25.00%) Big Data
3 6 (25.00%) Data Lake
3 6 (25.00%) Data Warehouse
3 6 (25.00%) Hadoop
3 6 (25.00%) NoSQL
4 5 (20.83%) Cosmos DB
4 5 (20.83%) Geospatial Data
5 3 (12.50%) Apache Cassandra
5 3 (12.50%) SQL Server
5 3 (12.50%) SQL Server 2008
Development Applications
1 10 (41.67%) GitLab
1 10 (41.67%) Jenkins
2 8 (33.33%) Vagrant
3 3 (12.50%) Visual Studio
3 3 (12.50%) Visual Studio Team System
4 2 (8.33%) Git (software)
General
1 8 (33.33%) Electronics
1 8 (33.33%) Finance
1 8 (33.33%) Manufacturing
1 8 (33.33%) Marketing
1 8 (33.33%) Telecoms
2 2 (8.33%) Publishing
3 1 (4.17%) Military
Job Titles
1 8 (33.33%) DevOps Engineer
2 5 (20.83%) Developer
3 3 (12.50%) Analytics Consultant
3 3 (12.50%) Architect
3 3 (12.50%) Azure Architect
3 3 (12.50%) Azure Developer
3 3 (12.50%) Consultant
3 3 (12.50%) Data Analytics Consultant
3 3 (12.50%) Data Architect
3 3 (12.50%) Data Consultant
3 3 (12.50%) ERP Manager
3 3 (12.50%) Integration Developer
3 3 (12.50%) IT Manager
4 2 (8.33%) Big Data Architect
4 2 (8.33%) Business Intelligence Manager
4 2 (8.33%) Business Systems Manager
4 2 (8.33%) Cloud Developer
4 2 (8.33%) Data Scientist
4 2 (8.33%) Machine Learning Scientist
4 2 (8.33%) Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (41.67%) Vue.js
2 8 (33.33%) AngularJS
2 8 (33.33%) Node.js
2 8 (33.33%) React
3 6 (25.00%) Kafka
4 3 (12.50%) .NET
4 3 (12.50%) GeoJSON
4 3 (12.50%) JSON
4 3 (12.50%) REST
4 3 (12.50%) SAML
Miscellaneous
1 9 (37.50%) Industry 4.0
2 5 (20.83%) Algorithms
3 3 (12.50%) Acoustics
3 3 (12.50%) Computer Science
4 2 (8.33%) Greenfield Project
4 2 (8.33%) Public Cloud
4 2 (8.33%) Robotics
Operating Systems
1 8 (33.33%) Linux
1 8 (33.33%) Windows
Processes & Methodologies
1 24 (100.00%) Analytics
2 16 (66.67%) Artificial Intelligence
3 15 (62.50%) Agile Software Development
3 15 (62.50%) DevOps
4 13 (54.17%) Business Intelligence
5 11 (45.83%) Open Source
6 10 (41.67%) Software Engineering
7 9 (37.50%) Collaborative Working
8 8 (33.33%) Continuous Delivery
8 8 (33.33%) Digital Marketing
8 8 (33.33%) Machine Learning
8 8 (33.33%) Programme Management
8 8 (33.33%) TDD
9 5 (20.83%) Data Modelling
9 5 (20.83%) Mathematics
9 5 (20.83%) Project Management
9 5 (20.83%) Requirements Analysis
9 5 (20.83%) SDLC
10 3 (12.50%) API Development
10 3 (12.50%) Data Architecture
Programming Languages
1 17 (70.83%) SQL
2 16 (66.67%) Python
3 13 (54.17%) JavaScript
4 11 (45.83%) C++
5 8 (33.33%) Bash Shell
5 8 (33.33%) Go
5 8 (33.33%) PowerShell
5 8 (33.33%) Ruby
6 3 (12.50%) C
6 3 (12.50%) T-SQL
Qualifications
1 11 (45.83%) SC Cleared
1 11 (45.83%) Security Cleared
2 9 (37.50%) DV Cleared
3 3 (12.50%) Computer Science Degree
3 3 (12.50%) Degree
3 3 (12.50%) PhD
4 1 (4.17%) Numerate Degree
Quality Assurance & Compliance
1 2 (8.33%) Data Quality
System Software
1 10 (41.67%) Docker
2 8 (33.33%) VirtualBox
2 8 (33.33%) vSphere
Systems Management
1 11 (45.83%) Opscode Chef
1 11 (45.83%) Puppet
2 10 (41.67%) Ansible
3 8 (33.33%) Kubernetes
3 8 (33.33%) Salt
4 3 (12.50%) Terraform
Vendors
1 8 (33.33%) SAP
2 6 (25.00%) Databricks
2 6 (25.00%) Microsoft
3 3 (12.50%) Oracle