Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 22 May 2019

The following table provides summary statistics for contract job vacancies advertised in Hampshire 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 22 May 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)
South East > Hampshire
6 months to
22 May 2019		 Same period 2018 Same period 2017
Rank 69 88 87
Rank change year-on-year +19 -1 +18
Contract jobs citing Apache 117 90 79
As % of all contract IT jobs advertised in Hampshire 3.34% 2.36% 2.24%
As % of the Application Platforms category 17.41% 12.80% 12.95%
Number of daily rates quoted 69 33 42
Hampshire median daily rate £475 £495 £403
Median daily rate % change year-on-year -4.04% +22.98% +10.27%
10th Percentile £331 £277 £276
90th Percentile £638 £620 £537
South East median daily rate £498 £475 £475
% change year-on-year +4.74% - +18.75%
Number of hourly rates quoted 0 6 0
Hampshire median hourly rate - £80.73 -
South East median hourly rate - £80.73 -

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 Hampshire with a requirement for application platform skills.

All Application Platform Skills
Hampshire
Contract vacancies with a requirement for application platform skills 672 703 610
As % of all contract IT jobs advertised in Hampshire 19.17% 18.44% 17.26%
Number of daily rates quoted 437 383 380
Hampshire median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -
10th Percentile £313 £225 £263
90th Percentile £613 £568 £525
South East median daily rate £450 £434 £411
% change year-on-year +3.69% +5.53% +2.81%
Number of hourly rates quoted 19 37 30
Hampshire median hourly rate £13.50 £22.50 £25.00
Median hourly rate % change year-on-year -40.00% -10.00% -34.21%
10th Percentile £12.20 £10.50 £13.73
90th Percentile £32.30 £80.73 £59.37
South East median hourly rate £13.50 £19.00 £17.50
% change year-on-year -28.95% +8.57% -

Apache
Job Vacancy Trend in Hampshire

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

Job vacancy trend for Apache in Hampshire

Apache
Contractor Daily Rate Trend in Hampshire

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

Contractor daily rate trend for Apache in Hampshire

Apache
Contractor Daily Rate Histogram in Hampshire

The daily rate distribution of IT jobs citing Apache in Hampshire over the 6 months to 22 May 2019.

Contractor daily rate histogram for Apache in Hampshire

Apache
Contractor Hourly Rate Trend in Hampshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Apache in Hampshire.

Contractor hourly rate trend for Apache in Hampshire

Apache
Contract Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache within the Hampshire region over the 6 months to 22 May 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Portsmouth - 16 £325 - 1
Fleet +3 12 £404 +49.54%
Farnborough -10 11 £548 +5.54% 2
Fareham +12 9 £625 +31.58%
Southampton -11 7 £450 -12.20%
Basingstoke +6 6 £400 -
Romsey -6 5 £525 +35.48%
Havant +6 4 £418 -
Eastleigh - 1 £500 -
Winchester - 1 - -
Apache
South East

For the 6 months to 22 May 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 Hampshire region with a requirement for Apache.

1 60 (51.28%) Agile Software Development
2 56 (47.86%) Java
3 53 (45.30%) Linux
4 52 (44.44%) Big Data
4 52 (44.44%) Apache Spark
5 50 (42.74%) Kafka
5 50 (42.74%) Git (software)
6 39 (33.33%) Hadoop
7 37 (31.62%) Jenkins
8 36 (30.77%) Analytics
8 36 (30.77%) Continuous Integration
8 36 (30.77%) Middleware
9 34 (29.06%) Microsoft Azure
10 33 (28.21%) Apache Avro
11 31 (26.50%) Python
12 30 (25.64%) TDD
12 30 (25.64%) GitHub
13 29 (24.79%) Unix
14 28 (23.93%) Microservices
15 27 (23.08%) Docker
16 26 (22.22%) Shell Script
16 26 (22.22%) Spring
17 25 (21.37%) NoSQL
17 25 (21.37%) HDFS
18 24 (20.51%) Parquet
18 24 (20.51%) Virtual Team
18 24 (20.51%) Linux Command Line
18 24 (20.51%) RabbitMQ
19 23 (19.66%) BDD
19 23 (19.66%) HBase

Apache
Co-occurring 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 52 (44.44%) Apache Spark
2 21 (17.95%) Jupyter
3 19 (16.24%) Elasticsearch
4 16 (13.68%) JBoss
5 10 (8.55%) IIS
6 9 (7.69%) Apache Qpid
7 8 (6.84%) nginx
8 7 (5.98%) Apache Pig
9 6 (5.13%) WordPress
10 5 (4.27%) CMS
10 5 (4.27%) Traefik
11 3 (2.56%) Apache Solr
11 3 (2.56%) Tomcat
12 2 (1.71%) GlassFish
12 2 (1.71%) WebLogic
12 2 (1.71%) WebSphere
13 1 (0.85%) Cloud Foundry
13 1 (0.85%) GemFire
13 1 (0.85%) SharePoint
Business Applications
1 7 (5.98%) Payment Gateway
2 2 (1.71%) Magento
3 1 (0.85%) Dynamics AX
3 1 (0.85%) Dynamics CRM
3 1 (0.85%) Dynamics NAV
3 1 (0.85%) Remedy ITSM
Cloud Services
1 34 (29.06%) Microsoft Azure
2 30 (25.64%) GitHub
3 15 (12.82%) PaaS
4 12 (10.26%) Azure Data Factory
4 12 (10.26%) Azure Machine Learning
5 9 (7.69%) OpenShift
6 8 (6.84%) Cortana Intelligence Suite
7 4 (3.42%) Amazon AWS
8 3 (2.56%) SaaS
9 2 (1.71%) Azure Functions
9 2 (1.71%) Power Platform
9 2 (1.71%) Serverless
10 1 (0.85%) Azure Active Directory
10 1 (0.85%) Data Lake Analytics
10 1 (0.85%) IaaS
Communications & Networking
1 12 (10.26%) SSL
2 6 (5.13%) Firewall
3 4 (3.42%) DNS
3 4 (3.42%) iSCSI
4 3 (2.56%) HTTP
4 3 (2.56%) TCP/IP
5 2 (1.71%) DHCP
5 2 (1.71%) FTP
5 2 (1.71%) NAS
5 2 (1.71%) SSH
6 1 (0.85%) DAB
6 1 (0.85%) Internet
6 1 (0.85%) Intrusion Detection
6 1 (0.85%) MPLS
6 1 (0.85%) NetScaler
6 1 (0.85%) Reverse Proxy
6 1 (0.85%) SMTP
6 1 (0.85%) VPN
6 1 (0.85%) Wireless
Database & Business Intelligence
1 52 (44.44%) Big Data
2 39 (33.33%) Hadoop
3 25 (21.37%) NoSQL
4 24 (20.51%) Parquet
5 23 (19.66%) HBase
6 20 (17.09%) Geospatial Data
7 14 (11.97%) Data Warehouse
7 14 (11.97%) MySQL
8 13 (11.11%) Data Lake
9 12 (10.26%) GIS
10 11 (9.40%) Azure SQL Data Warehouse
10 11 (9.40%) Cosmos DB
11 10 (8.55%) Azure SQL Database
11 10 (8.55%) MongoDB
12 7 (5.98%) Apache Hive
12 7 (5.98%) Impala
13 5 (4.27%) Apache Cassandra
14 4 (3.42%) Spatial Data
14 4 (3.42%) SQL Server
15 3 (2.56%) PostgreSQL
Development Applications
1 50 (42.74%) Git (software)
2 37 (31.62%) Jenkins
3 23 (19.66%) Gradle
4 8 (6.84%) Artifactory
5 5 (4.27%) Subversion
6 4 (3.42%) Visual Studio
7 3 (2.56%) gulp
7 3 (2.56%) Visual Studio Team System
8 2 (1.71%) Grunt
8 2 (1.71%) IntelliJ
8 2 (1.71%) JIRA
8 2 (1.71%) Maven
8 2 (1.71%) webpack
9 1 (0.85%) Atlassian Bamboo
9 1 (0.85%) Cucumber
9 1 (0.85%) Eclipse
9 1 (0.85%) Gerrit
9 1 (0.85%) JUnit
9 1 (0.85%) Sonatype Nexus
9 1 (0.85%) Visual Studio Code
General
1 9 (7.69%) Finance
2 3 (2.56%) Retail
3 2 (1.71%) Automotive
3 2 (1.71%) Marketing
4 1 (0.85%) Banking
4 1 (0.85%) Legal
Job Titles
1 46 (39.32%) Developer
2 20 (17.09%) Data Engineer
2 20 (17.09%) Java Developer
3 18 (15.38%) Big Data Engineer
4 14 (11.97%) Hadoop Developer
5 13 (11.11%) Architect
5 13 (11.11%) Big Data Developer
6 12 (10.26%) Java Hadoop Developer
7 9 (7.69%) Data Scientist
7 9 (7.69%) Linux Engineer
8 7 (5.98%) Technical Architect
9 6 (5.13%) Azure Engineer
9 6 (5.13%) Software Engineer
9 6 (5.13%) WordPress Developer
10 5 (4.27%) Big Data Software Engineer
10 5 (4.27%) Middleware Engineer
11 4 (3.42%) Azure Developer
11 4 (3.42%) Data Architect
11 4 (3.42%) Java Engineer
11 4 (3.42%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 50 (42.74%) Kafka
2 36 (30.77%) Middleware
3 33 (28.21%) Apache Avro
4 26 (22.22%) Spring
5 24 (20.51%) RabbitMQ
6 22 (18.80%) REST
7 20 (17.09%) JSON
8 19 (16.24%) Apache NiFi
9 17 (14.53%) J2EE
10 12 (10.26%) Apache Camel
10 12 (10.26%) TensorFlow
10 12 (10.26%) XML
11 11 (9.40%) Keras
11 11 (9.40%) NumPy
11 11 (9.40%) Pandas
11 11 (9.40%) PySpark
11 11 (9.40%) scikit-learn
11 11 (9.40%) XSLT
12 10 (8.55%) .NET
12 10 (8.55%) CSS
Miscellaneous
1 24 (20.51%) Linux Command Line
1 24 (20.51%) Virtual Team
2 9 (7.69%) Enterprise Software
3 7 (5.98%) Data Centre
3 7 (5.98%) Self-Motivation
4 6 (5.13%) User Experience
5 5 (4.27%) Cloud Native
6 4 (3.42%) Management Information System
7 3 (2.56%) Greenfield Project
7 3 (2.56%) PKI
8 2 (1.71%) Analytical Skills
8 2 (1.71%) Clustering
8 2 (1.71%) CMDB
9 1 (0.85%) Data Protection Act
9 1 (0.85%) Data Structures
9 1 (0.85%) DataPower
9 1 (0.85%) Driving Licence
Operating Systems
1 53 (45.30%) Linux
2 29 (24.79%) Unix
3 16 (13.68%) Red Hat Enterprise Linux
4 14 (11.97%) Windows
5 3 (2.56%) Windows Server 2012
6 2 (1.71%) SUSE Linux Enterprise Server
6 2 (1.71%) Windows Server
7 1 (0.85%) Check Point GAiA
7 1 (0.85%) Windows Server 2003
7 1 (0.85%) Windows Server 2008
Processes & Methodologies
1 60 (51.28%) Agile Software Development
2 36 (30.77%) Analytics
2 36 (30.77%) Continuous Integration
3 30 (25.64%) TDD
4 28 (23.93%) Microservices
5 23 (19.66%) BDD
5 23 (19.66%) Benchmarking
6 20 (17.09%) DevOps
6 20 (17.09%) Unit Testing
7 19 (16.24%) Data Science
8 17 (14.53%) ITIL
8 17 (14.53%) Machine Learning
9 16 (13.68%) Artificial Intelligence
10 15 (12.82%) Configuration Management
10 15 (12.82%) Open Source
10 15 (12.82%) System Testing
11 14 (11.97%) Performance Tuning
12 13 (11.11%) Capacity Management
12 13 (11.11%) Data Engineering
12 13 (11.11%) Visualisation
Programming Languages
1 56 (47.86%) Java
2 31 (26.50%) Python
3 26 (22.22%) Shell Script
4 23 (19.66%) SQL
5 16 (13.68%) PHP
6 14 (11.97%) JavaScript
7 9 (7.69%) C++
8 6 (5.13%) PowerShell
9 5 (4.27%) PHP 7
10 4 (3.42%) Bash Shell
10 4 (3.42%) C
11 2 (1.71%) Ruby
12 1 (0.85%) C#
12 1 (0.85%) Java 8
12 1 (0.85%) Perl
12 1 (0.85%) R
Qualifications
1 22 (18.80%) Degree
2 20 (17.09%) SC Cleared
2 20 (17.09%) Security Cleared
3 8 (6.84%) RHCSA
4 5 (4.27%) Numerate Degree
5 4 (3.42%) Master's Degree
5 4 (3.42%) PhD
6 2 (1.71%) Computer Science Degree
6 2 (1.71%) TOGAF Certification
7 1 (0.85%) BPSS Clearance
7 1 (0.85%) CCSE
7 1 (0.85%) Citrix Certification
7 1 (0.85%) ITIL Certification
Quality Assurance & Compliance
1 8 (6.84%) PCI DSS
2 1 (0.85%) Disclosure Scotland
2 1 (0.85%) SLA
System Software
1 27 (23.08%) Docker
2 25 (21.37%) HDFS
3 23 (19.66%) Apache ZooKeeper
4 5 (4.27%) Active Directory
5 4 (3.42%) NFS
6 2 (1.71%) Virtual Machines
7 1 (0.85%) VMware Infrastructure
Systems Management
1 23 (19.66%) Hadoop YARN
2 21 (17.95%) Opscode Chef
3 19 (16.24%) Kubernetes
3 19 (16.24%) Puppet
4 16 (13.68%) Ansible
5 8 (6.84%) HAProxy
6 5 (4.27%) Terraform
7 3 (2.56%) Oozie
7 3 (2.56%) SCCM
7 3 (2.56%) SCOM
8 2 (1.71%) Norton AntiVirus
8 2 (1.71%) Tivoli
9 1 (0.85%) Kibana
9 1 (0.85%) logstash
9 1 (0.85%) WSUS
Vendors
1 20 (17.09%) Red Hat
2 13 (11.11%) Microsoft
3 11 (9.40%) Databricks
4 9 (7.69%) Tableau
5 5 (4.27%) IBM
5 5 (4.27%) Oracle
6 3 (2.56%) MapR
7 2 (1.71%) Atlassian
7 2 (1.71%) BEA
7 2 (1.71%) ServiceNow
7 2 (1.71%) Symantec
7 2 (1.71%) Zend
8 1 (0.85%) CheckPoint
8 1 (0.85%) Cisco
8 1 (0.85%) Fujitsu
8 1 (0.85%) Google
8 1 (0.85%) IronPort
8 1 (0.85%) Remedy
8 1 (0.85%) Splunk
8 1 (0.85%) VMware