Period
to 19 January 2019

The following table provides summary statistics for contract job vacancies advertised in Southampton with a requirement for Apache skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache over the 6 months to 19 January 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache HTTP Server (httpd)
Hampshire > Southampton
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 55 41 46
Rank change year-on-year -14 +5 +13
Contract jobs citing Apache 7 7 2
As % of all contract IT jobs advertised in Southampton 1.49% 1.55% 0.41%
As % of the Application Platforms category 5.69% 9.86% 2.78%
Number of daily rates quoted 4 5 2
Southampton median daily rate £450 £363 £254
Median daily rate % change year-on-year +24.14% +42.86% -22.81%
10th Percentile £405 £356 £218
90th Percentile £475 £470 £306
Hampshire median daily rate £400 £400 £420
% change year-on-year - -4.76% +13.51%
Number of hourly rates quoted 0 0 0
Southampton median hourly rate - - -
Hampshire median hourly rate £48.50 £80.73 £20.50
% change year-on-year -39.92% +293.80% -

Apache is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Southampton with a requirement for application platform skills.

All Application Platform Skills
Southampton
Contract vacancies with a requirement for application platform skills 123 71 72
As % of all contract IT jobs advertised in Southampton 26.23% 15.71% 14.91%
Number of daily rates quoted 93 41 46
Southampton median daily rate £513 £365 £370
Median daily rate % change year-on-year +40.41% -1.35% +2.07%
10th Percentile £350 £294 £166
90th Percentile £538 £475 £575
Hampshire median daily rate £464 £400 £400
% change year-on-year +15.94% - +5.26%
Number of hourly rates quoted 2 2 2
Southampton median hourly rate £14.00 £17.75 £11.75
Median hourly rate % change year-on-year -21.13% +51.06% -50.66%
10th Percentile £13.50 £17.33 £10.68
90th Percentile £14.50 £17.98 £12.63
Hampshire median hourly rate £25.70 £20.42 £26.25
% change year-on-year +25.87% -22.21% -28.08%

Apache
Job Vacancy Trend in Southampton

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

Job vacancy trend for Apache in Southampton

Apache
Contractor Daily Rate Trend in Southampton

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache in Southampton.

Contractor daily rate trend for Apache in Southampton

For the 6 months to 19 January 2019, IT contractor jobs citing Apache also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Southampton region with a requirement for Apache.

1 7 (100.00%) Microsoft Azure
1 7 (100.00%) Apache Spark
2 6 (85.71%) DevOps
2 6 (85.71%) Hadoop
2 6 (85.71%) Big Data
2 6 (85.71%) Analytics
3 5 (71.43%) Data Analytics
3 5 (71.43%) Puppet
3 5 (71.43%) Agile Software Development
3 5 (71.43%) SQL
3 5 (71.43%) ETL
3 5 (71.43%) Opscode Chef
3 5 (71.43%) Cosmos DB
3 5 (71.43%) Terraform
3 5 (71.43%) Databricks
4 4 (57.14%) Data Lake
4 4 (57.14%) Data Ingestion
4 4 (57.14%) Geospatial Data
4 4 (57.14%) Azure Data Factory
4 4 (57.14%) Azure SQL Data Warehouse
4 4 (57.14%) Cortana Intelligence Suite
4 4 (57.14%) Data Warehouse
4 4 (57.14%) Microsoft
4 4 (57.14%) Visual Studio
4 4 (57.14%) MongoDB
4 4 (57.14%) Apache Cassandra
4 4 (57.14%) NoSQL
4 4 (57.14%) Azure SQL Database
4 4 (57.14%) Kafka
5 3 (42.86%) Apache Pig

Apache
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 7 (100.00%) Apache Spark
2 3 (42.86%) Apache Pig
3 1 (14.29%) Elasticsearch
3 1 (14.29%) Jupyter
Business Applications
1 1 (14.29%) Dynamics AX
1 1 (14.29%) Dynamics CRM
1 1 (14.29%) Dynamics NAV
Cloud Services
1 7 (100.00%) Microsoft Azure
2 4 (57.14%) Azure Data Factory
2 4 (57.14%) Cortana Intelligence Suite
3 3 (42.86%) Azure Machine Learning
3 3 (42.86%) PaaS
4 2 (28.57%) Amazon AWS
4 2 (28.57%) SaaS
4 2 (28.57%) Serverless
5 1 (14.29%) Azure Active Directory
5 1 (14.29%) Azure Functions
5 1 (14.29%) IaaS
Database & Business Intelligence
1 6 (85.71%) Big Data
1 6 (85.71%) Hadoop
2 5 (71.43%) Cosmos DB
3 4 (57.14%) Apache Cassandra
3 4 (57.14%) Azure SQL Data Warehouse
3 4 (57.14%) Azure SQL Database
3 4 (57.14%) Data Lake
3 4 (57.14%) Data Warehouse
3 4 (57.14%) Geospatial Data
3 4 (57.14%) MongoDB
3 4 (57.14%) NoSQL
4 3 (42.86%) Apache Hive
4 3 (42.86%) Impala
4 3 (42.86%) Neo4j
5 1 (14.29%) GIS
5 1 (14.29%) Oracle BI EE
5 1 (14.29%) Power BI
5 1 (14.29%) SQL Server Analysis Services
5 1 (14.29%) SQL Server Integration Services
5 1 (14.29%) SQL Server Reporting Services
Development Applications
1 4 (57.14%) Visual Studio
2 1 (14.29%) Git (software)
2 1 (14.29%) Jenkins
2 1 (14.29%) Visual Studio Team System
Job Titles
1 3 (42.86%) Big Data Developer
1 3 (42.86%) Developer
2 2 (28.57%) Architect
2 2 (28.57%) Data Architect
3 1 (14.29%) Azure Architect
3 1 (14.29%) Big Data Architect
3 1 (14.29%) Data Analytics Architect
3 1 (14.29%) Data Scientist
3 1 (14.29%) DevOps Engineer
3 1 (14.29%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (57.14%) Kafka
2 3 (42.86%) Apache NiFi
3 1 (14.29%) .NET
3 1 (14.29%) JSON
3 1 (14.29%) Keras
3 1 (14.29%) NumPy
3 1 (14.29%) Pandas
3 1 (14.29%) PySpark
3 1 (14.29%) scikit-learn
3 1 (14.29%) TensorFlow
Operating Systems
1 1 (14.29%) Linux
1 1 (14.29%) Windows
Processes & Methodologies
1 6 (85.71%) Analytics
1 6 (85.71%) DevOps
2 5 (71.43%) Agile Software Development
2 5 (71.43%) Data Analytics
2 5 (71.43%) ETL
3 4 (57.14%) Data Ingestion
4 3 (42.86%) Customer Requirements
4 3 (42.86%) Data Architecture
4 3 (42.86%) Machine Learning
4 3 (42.86%) Open Source
5 2 (28.57%) Artificial Intelligence
5 2 (28.57%) Data Science
5 2 (28.57%) Data Visualisation
5 2 (28.57%) Visualisation
6 1 (14.29%) Continuous Deployment
6 1 (14.29%) Data Engineering
6 1 (14.29%) Deep Learning
6 1 (14.29%) Deployment Automation
6 1 (14.29%) Problem-Solving
6 1 (14.29%) Reinforcement Learning
Programming Languages
1 5 (71.43%) SQL
2 3 (42.86%) Python
3 1 (14.29%) C#
3 1 (14.29%) Java
3 1 (14.29%) JavaScript
3 1 (14.29%) PowerShell
3 1 (14.29%) Scala
Qualifications
1 1 (14.29%) Degree
1 1 (14.29%) Master's Degree
1 1 (14.29%) Numerate Degree
1 1 (14.29%) PhD
System Software
1 1 (14.29%) Active Directory
1 1 (14.29%) Virtual Machines
Systems Management
1 5 (71.43%) Opscode Chef
1 5 (71.43%) Puppet
1 5 (71.43%) Terraform
2 1 (14.29%) Kubernetes
Vendors
1 5 (71.43%) Databricks
2 4 (57.14%) Microsoft
3 3 (42.86%) Oracle
4 2 (28.57%) Tableau