Period
to 24 January 2019

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 24 January 2019 with a comparison to the same period in the previous 2 years.

Data Analytics
Hampshire > Southampton
6 months to
24 Jan 2019
Same period 2018 Same period 2017
Rank 90 123 104
Rank change year-on-year +33 -19 +18
Permanent jobs citing Data Analytics 23 7 7
As % of all permanent IT jobs advertised in Southampton 1.74% 0.40% 0.56%
As % of the Processes & Methodologies category 1.86% 0.44% 0.64%
Number of salaries quoted 22 8 5
Southampton median annual salary £60,000 £81,250 £45,000
Median salary % change year-on-year -26.15% +80.56% -5.26%
10th Percentile £47,500 £28,250 £38,750
90th Percentile £68,750 £88,750 £58,250
Hampshire median annual salary £60,000 £45,000 £45,000
% change year-on-year +33.33% - -18.18%

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 1,236 1,602 1,088
As % of all permanent IT jobs advertised in Southampton 93.42% 90.51% 87.53%
Number of salaries quoted 1,037 1,437 951
Southampton median annual salary £42,500 £38,500 £42,500
Median salary % change year-on-year +10.39% -9.41% +2.41%
10th Percentile £28,000 £25,600 £25,000
90th Percentile £65,000 £57,500 £61,250
Hampshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

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 24 January 2019.

Salary histogram for Data Analytics in Southampton

For the 6 months to 24 January 2019, 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 23 (100.00%) Analytics
2 16 (69.57%) Software Engineering
3 15 (65.22%) MongoDB
4 14 (60.87%) DevOps
4 14 (60.87%) JavaScript
4 14 (60.87%) SQL
4 14 (60.87%) Python
4 14 (60.87%) Agile Software Development
4 14 (60.87%) Artificial Intelligence
5 13 (56.52%) Business Intelligence
5 13 (56.52%) SC Cleared
5 13 (56.52%) Security Cleared
5 13 (56.52%) Ansible
5 13 (56.52%) Docker
5 13 (56.52%) Jenkins
5 13 (56.52%) GitLab
5 13 (56.52%) Vue.js
6 12 (52.17%) Open Source
7 11 (47.83%) Amazon AWS
7 11 (47.83%) Puppet
7 11 (47.83%) DV Cleared
7 11 (47.83%) Digital Marketing
7 11 (47.83%) Marketing
7 11 (47.83%) Electronics
7 11 (47.83%) Telecoms
7 11 (47.83%) Finance
7 11 (47.83%) Manufacturing
7 11 (47.83%) Programme Management
7 11 (47.83%) SAP
7 11 (47.83%) Opscode Chef

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 2 (8.70%) Apache
1 2 (8.70%) Apache Spark
2 1 (4.35%) Apache Pig
2 1 (4.35%) Apache Solr
Cloud Services
1 11 (47.83%) Amazon AWS
2 10 (43.48%) Microsoft Azure
3 7 (30.43%) SaaS
4 4 (17.39%) Serverless
5 3 (13.04%) Amazon S3
5 3 (13.04%) Amazon SQS
5 3 (13.04%) AWS Fargate
5 3 (13.04%) AWS Lambda
6 2 (8.70%) Cortana Intelligence Suite
7 1 (4.35%) Azure Data Factory
7 1 (4.35%) Azure Functions
7 1 (4.35%) Azure Machine Learning
7 1 (4.35%) PaaS
Communications & Networking
1 10 (43.48%) TCP/IP
1 10 (43.48%) VLAN
2 2 (8.70%) Internet
Database & Business Intelligence
1 15 (65.22%) MongoDB
2 11 (47.83%) Neo4j
3 2 (8.70%) Apache Cassandra
3 2 (8.70%) Azure SQL Data Warehouse
3 2 (8.70%) Azure SQL Database
3 2 (8.70%) Big Data
3 2 (8.70%) Cosmos DB
3 2 (8.70%) Data Lake
3 2 (8.70%) Data Warehouse
3 2 (8.70%) Geospatial Data
3 2 (8.70%) Hadoop
3 2 (8.70%) NoSQL
3 2 (8.70%) SQL Server
3 2 (8.70%) SQL Server 2008
4 1 (4.35%) Apache Hive
4 1 (4.35%) Impala
Development Applications
1 13 (56.52%) GitLab
1 13 (56.52%) Jenkins
2 10 (43.48%) Vagrant
3 3 (13.04%) Git (software)
4 2 (8.70%) Visual Studio
5 1 (4.35%) Visual Studio Team System
General
1 11 (47.83%) Electronics
1 11 (47.83%) Finance
1 11 (47.83%) Manufacturing
1 11 (47.83%) Marketing
1 11 (47.83%) Telecoms
Job Titles
1 10 (43.48%) DevOps Engineer
2 6 (26.09%) Data Scientist
3 5 (21.74%) Developer
4 3 (13.04%) Cloud Developer
4 3 (13.04%) Senior Data Scientist
5 2 (8.70%) AWS Developer
5 2 (8.70%) ERP Manager
5 2 (8.70%) IT Manager
5 2 (8.70%) Machine Learning Scientist
6 1 (4.35%) Azure Developer
6 1 (4.35%) Big Data Developer
6 1 (4.35%) Business Intelligence Manager
6 1 (4.35%) Business Systems Manager
6 1 (4.35%) Integration Developer
Libraries, Frameworks & Software Standards
1 13 (56.52%) Vue.js
2 10 (43.48%) AngularJS
2 10 (43.48%) Node.js
2 10 (43.48%) React
3 2 (8.70%) Kafka
4 1 (4.35%) .NET
4 1 (4.35%) Apache NiFi
4 1 (4.35%) GeoJSON
4 1 (4.35%) JSON
4 1 (4.35%) REST
4 1 (4.35%) SAML
Miscellaneous
1 11 (47.83%) Industry 4.0
2 6 (26.09%) Algorithms
2 6 (26.09%) Greenfield Project
3 2 (8.70%) Public Cloud
Operating Systems
1 10 (43.48%) Linux
1 10 (43.48%) Windows
Processes & Methodologies
1 23 (100.00%) Analytics
2 16 (69.57%) Software Engineering
3 14 (60.87%) Agile Software Development
3 14 (60.87%) Artificial Intelligence
3 14 (60.87%) DevOps
4 13 (56.52%) Business Intelligence
5 12 (52.17%) Open Source
6 11 (47.83%) Collaborative Working
6 11 (47.83%) Digital Marketing
6 11 (47.83%) Programme Management
7 10 (43.48%) Continuous Delivery
7 10 (43.48%) TDD
8 7 (30.43%) Machine Learning
9 6 (26.09%) Computer Science
9 6 (26.09%) Data Science
9 6 (26.09%) Mathematics
9 6 (26.09%) Problem-Solving
9 6 (26.09%) Statistical Modelling
10 4 (17.39%) Statistics
11 3 (13.04%) Scrum
Programming Languages
1 14 (60.87%) JavaScript
1 14 (60.87%) Python
1 14 (60.87%) SQL
2 10 (43.48%) Bash Shell
2 10 (43.48%) C++
2 10 (43.48%) Go
2 10 (43.48%) PowerShell
2 10 (43.48%) Ruby
3 2 (8.70%) T-SQL
Qualifications
1 13 (56.52%) SC Cleared
1 13 (56.52%) Security Cleared
2 11 (47.83%) DV Cleared
3 6 (26.09%) Computer Science Degree
3 6 (26.09%) Degree
System Software
1 13 (56.52%) Docker
2 10 (43.48%) VirtualBox
2 10 (43.48%) vSphere
Systems Management
1 13 (56.52%) Ansible
2 11 (47.83%) Opscode Chef
2 11 (47.83%) Puppet
3 10 (43.48%) Kubernetes
3 10 (43.48%) Salt
4 1 (4.35%) Terraform
Vendors
1 11 (47.83%) SAP
2 2 (8.70%) Databricks
2 2 (8.70%) Microsoft