Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 11 December 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 11 December 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
11 Dec 2019		 Same period 2018 Same period 2017
Rank 113 63 72
Rank change year-on-year -50 +9 +11
Contract jobs citing Apache 52 149 99
As % of all contract IT jobs advertised in Hampshire 1.56% 3.87% 2.79%
As % of the Application Platforms category 10.36% 19.05% 15.30%
Number of daily rates quoted 39 92 53
Hampshire median daily rate £550 £400 £400
Median daily rate % change year-on-year +37.50% - -3.61%
10th Percentile £387 £303 £250
90th Percentile £627 £620 £498
South East median daily rate £525 £428 £450
% change year-on-year +22.81% -5.00% +7.14%
Number of hourly rates quoted 0 1 3
Hampshire median hourly rate - £48.50 £19.34
Median hourly rate % change year-on-year - +150.78% -5.66%
South East median hourly rate £14.00 £48.50 £19.34
% change year-on-year -71.13% +150.78% -5.66%

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 502 782 647
As % of all contract IT jobs advertised in Hampshire 15.08% 20.30% 18.26%
Number of daily rates quoted 316 529 363
Hampshire median daily rate £425 £470 £388
Median daily rate % change year-on-year -9.57% +21.29% +1.97%
10th Percentile £300 £313 £213
90th Percentile £588 £540 £499
South East median daily rate £425 £449 £413
% change year-on-year -5.35% +8.85% +3.13%
Number of hourly rates quoted 19 26 22
Hampshire median hourly rate £34.50 £42.50 £16.25
Median hourly rate % change year-on-year -18.82% +161.54% -59.38%
10th Percentile £16.68 £13.50 £11.89
90th Percentile £53.75 £50.38 £40.00
South East median hourly rate £18.00 £26.65 £19.00
% change year-on-year -32.46% +40.26% -15.56%

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 11 December 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 11 December 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 +21 13 £575 +76.92% 4
Havant +8 5 £600 +43.71%
Southampton +8 4 £525 +24.63% 4
Basingstoke -11 4 £400 +2.56% 2
Aldershot - 4 - -
Fleet -5 3 £560 +60.00% 1
Fareham -3 2 £525 -8.70%
Andover 0 1 - -
Apache
South East

For the 6 months to 11 December 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 27 (51.92%) Python
2 26 (50.00%) Agile Software Development
3 25 (48.08%) Linux
4 23 (44.23%) SQL
4 23 (44.23%) Apache Spark
5 22 (42.31%) Azure
6 20 (38.46%) Data Science
7 19 (36.54%) Analytics
8 18 (34.62%) PySpark
9 17 (32.69%) PaaS
10 16 (30.77%) NoSQL
10 16 (30.77%) Git (software)
11 15 (28.85%) Machine Learning
11 15 (28.85%) DevOps
11 15 (28.85%) Java
11 15 (28.85%) Artificial Intelligence
12 14 (26.92%) Degree
12 14 (26.92%) Computer Science
12 14 (26.92%) Pandas
12 14 (26.92%) Data Visualisation
12 14 (26.92%) NumPy
12 14 (26.92%) Visualisation
12 14 (26.92%) Jupyter
13 13 (25.00%) TensorFlow
13 13 (25.00%) Reinforcement Learning
13 13 (25.00%) Geospatial Data
13 13 (25.00%) Keras
13 13 (25.00%) Deep Learning
13 13 (25.00%) Azure Machine Learning
14 12 (23.08%) GIS

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 23 (44.23%) Apache Spark
2 14 (26.92%) Jupyter
3 6 (11.54%) Apache Airflow
3 6 (11.54%) WebLogic
4 5 (9.62%) IIS
5 4 (7.69%) JBoss
5 4 (7.69%) nginx
5 4 (7.69%) Tomcat
6 3 (5.77%) Cloud Foundry
6 3 (5.77%) GemFire
7 2 (3.85%) Confluence
7 2 (3.85%) GlassFish
Business Applications
1 4 (7.69%) Oracle Applications
2 2 (3.85%) Payment Gateway
Cloud Services
1 22 (42.31%) Azure
2 17 (32.69%) PaaS
3 13 (25.00%) Azure Machine Learning
4 9 (17.31%) AWS
5 4 (7.69%) GCP
5 4 (7.69%) GitHub
6 1 (1.92%) Azure Functions
6 1 (1.92%) Power Platform
6 1 (1.92%) Serverless
Communications & Networking
1 7 (13.46%) SSL
2 4 (7.69%) Firewall
2 4 (7.69%) Kerberos
2 4 (7.69%) Multicast
2 4 (7.69%) SSH
3 2 (3.85%) DNS
3 2 (3.85%) NAS
4 1 (1.92%) BIG-IP
4 1 (1.92%) DHCP
4 1 (1.92%) F5 BIG-IP LTM
4 1 (1.92%) HTTP
4 1 (1.92%) Intrusion Detection
4 1 (1.92%) IP Telephony
4 1 (1.92%) iSCSI
4 1 (1.92%) LAN
4 1 (1.92%) Network Security
4 1 (1.92%) OpenLDAP
4 1 (1.92%) SMTP
4 1 (1.92%) VPN
4 1 (1.92%) WAN
Database & Business Intelligence
1 16 (30.77%) NoSQL
2 13 (25.00%) Geospatial Data
3 12 (23.08%) GIS
4 10 (19.23%) Big Data
5 6 (11.54%) Hadoop
5 6 (11.54%) Oracle Database
6 5 (9.62%) Apache Hive
6 5 (9.62%) HBase
6 5 (9.62%) SQL Server
7 4 (7.69%) Data Warehouse
7 4 (7.69%) InfluxDB
7 4 (7.69%) OpenTSDB
7 4 (7.69%) Oracle Database 12c
7 4 (7.69%) Oracle ODI
7 4 (7.69%) SQL Server 2016
7 4 (7.69%) Sqoop
8 3 (5.77%) MongoDB
8 3 (5.77%) MySQL
8 3 (5.77%) SQL Server 2017
9 2 (3.85%) Apache Cassandra
Development Applications
1 16 (30.77%) Git (software)
2 10 (19.23%) Jenkins
3 5 (9.62%) IntelliJ
4 4 (7.69%) Eclipse
5 3 (5.77%) JUnit
5 3 (5.77%) Oracle APEX
6 2 (3.85%) JIRA
6 2 (3.85%) PyCharm
7 1 (1.92%) Bitbucket
7 1 (1.92%) Cucumber
7 1 (1.92%) JMeter
7 1 (1.92%) LoadRunner
7 1 (1.92%) Maven
7 1 (1.92%) SonarQube
7 1 (1.92%) Visual Studio
General
1 9 (17.31%) Finance
2 2 (3.85%) Military
2 2 (3.85%) Public Sector
3 1 (1.92%) Automotive
3 1 (1.92%) Local Government
3 1 (1.92%) Marketing
3 1 (1.92%) Police
Job Titles
1 14 (26.92%) Data Scientist
2 12 (23.08%) Developer
3 10 (19.23%) Data Engineer
4 6 (11.54%) Senior Data Scientist
5 5 (9.62%) Java Developer
5 5 (9.62%) Linux Engineer
5 5 (9.62%) Machine Learning Scientist
6 4 (7.69%) Administrator
6 4 (7.69%) Big Data Engineer
6 4 (7.69%) Python Engineer
7 3 (5.77%) Linux Administrator
7 3 (5.77%) Oracle Developer
7 3 (5.77%) Systems Administrator
8 2 (3.85%) DevOps Engineer
8 2 (3.85%) Environment Manager
8 2 (3.85%) Lead Developer
8 2 (3.85%) Lead Java Developer
8 2 (3.85%) Linux Systems Administrator
8 2 (3.85%) Windows Administrator
8 2 (3.85%) Windows Systems Administrator
Libraries, Frameworks & Software Standards
1 18 (34.62%) PySpark
2 14 (26.92%) NumPy
2 14 (26.92%) Pandas
3 13 (25.00%) Keras
3 13 (25.00%) TensorFlow
4 11 (21.15%) scikit-learn
5 7 (13.46%) Kafka
5 7 (13.46%) Middleware
6 5 (9.62%) RabbitMQ
7 4 (7.69%) HTML
7 4 (7.69%) RESTful
7 4 (7.69%) XSLT
8 3 (5.77%) Apache NiFi
8 3 (5.77%) JSON
8 3 (5.77%) LDAP
8 3 (5.77%) REST
8 3 (5.77%) Spring
9 2 (3.85%) GraphQL
9 2 (3.85%) Spring Integration
9 2 (3.85%) Ultra Messaging
Miscellaneous
1 9 (17.31%) Lidar
2 8 (15.38%) Smart City
3 6 (11.54%) Linux Command Line
4 4 (7.69%) Analytical Skills
4 4 (7.69%) Data Structures
5 3 (5.77%) Derivative
5 3 (5.77%) Management Information System
5 3 (5.77%) Self-Motivation
6 2 (3.85%) Clustering
6 2 (3.85%) CMDB
6 2 (3.85%) Data Centre
7 1 (1.92%) Greenfield Project
7 1 (1.92%) User Experience
7 1 (1.92%) Virtual Team
Operating Systems
1 25 (48.08%) Linux
2 7 (13.46%) Windows
3 6 (11.54%) Red Hat Enterprise Linux
4 5 (9.62%) Unix
5 4 (7.69%) Oracle Linux
6 3 (5.77%) Debian
6 3 (5.77%) Windows Server
7 2 (3.85%) CentOS
7 2 (3.85%) SUSE Linux Enterprise Server
7 2 (3.85%) Windows Server 2012
Processes & Methodologies
1 26 (50.00%) Agile Software Development
2 20 (38.46%) Data Science
3 19 (36.54%) Analytics
4 15 (28.85%) Artificial Intelligence
4 15 (28.85%) DevOps
4 15 (28.85%) Machine Learning
5 14 (26.92%) Computer Science
5 14 (26.92%) Data Visualisation
5 14 (26.92%) Visualisation
6 13 (25.00%) Deep Learning
6 13 (25.00%) Reinforcement Learning
7 11 (21.15%) Anomaly Detection
7 11 (21.15%) Data Engineering
7 11 (21.15%) Mathematics
8 9 (17.31%) Business Intelligence
8 9 (17.31%) Physics
8 9 (17.31%) Telematics
9 8 (15.38%) B2B
9 8 (15.38%) Data Management
10 7 (13.46%) Portfolio Management
Programming Languages
1 27 (51.92%) Python
2 23 (44.23%) SQL
3 15 (28.85%) Java
4 6 (11.54%) Bash Shell
5 4 (7.69%) JavaScript
5 4 (7.69%) PHP
5 4 (7.69%) PL/SQL
5 4 (7.69%) Shell Script
6 2 (3.85%) C
6 2 (3.85%) Perl
6 2 (3.85%) PowerShell
6 2 (3.85%) R
6 2 (3.85%) Ruby
6 2 (3.85%) Scala
7 1 (1.92%) Data Analysis Expressions (DAX)
7 1 (1.92%) Groovy
Qualifications
1 14 (26.92%) Degree
2 12 (23.08%) Master's Degree
3 11 (21.15%) Security Cleared
4 10 (19.23%) SC Cleared
5 9 (17.31%) Numerate Degree
5 9 (17.31%) PhD
6 2 (3.85%) Computer Science Degree
6 2 (3.85%) TOGAF Certification
7 1 (1.92%) CCNP
7 1 (1.92%) Cisco Certification
Quality Assurance & Compliance
1 4 (7.69%) PCI DSS
2 2 (3.85%) GDPR
2 2 (3.85%) ISO/IEC 27001
2 2 (3.85%) Sarbanes-Oxley
System Software
1 8 (15.38%) Docker
2 5 (9.62%) Apache ZooKeeper
2 5 (9.62%) VMware Infrastructure
3 4 (7.69%) Apache Flume
4 3 (5.77%) Active Directory
5 2 (3.85%) HDFS
6 1 (1.92%) Hyper-V
6 1 (1.92%) NFS
6 1 (1.92%) Postfix
6 1 (1.92%) Sendmail
6 1 (1.92%) vSphere
Systems Management
1 11 (21.15%) Ansible
2 6 (11.54%) Opscode Chef
2 6 (11.54%) Puppet
3 5 (9.62%) Kubernetes
4 4 (7.69%) Consul
4 4 (7.69%) Mesos
4 4 (7.69%) Prometheus
5 3 (5.77%) HAProxy
6 2 (3.85%) WSUS
7 1 (1.92%) Nagios
7 1 (1.92%) yum
Vendors
1 11 (21.15%) Tableau
2 9 (17.31%) Red Hat
3 7 (13.46%) Microsoft
3 7 (13.46%) Oracle
4 5 (9.62%) VMware
5 4 (7.69%) Google
5 4 (7.69%) Splunk
6 3 (5.77%) Atlassian
6 3 (5.77%) ServiceNow
7 2 (3.85%) BEA
7 2 (3.85%) IBM
8 1 (1.92%) Cisco
8 1 (1.92%) Confluent
8 1 (1.92%) F5
8 1 (1.92%) Remedy
8 1 (1.92%) SAP