Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 26 June 2019

The following table provides summary statistics for contract job vacancies advertised in Central London 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 26 June 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)
London > Central London
6 months to
26 Jun 2019		 Same period 2018 Same period 2017
Rank 138 175 149
Rank change year-on-year +37 -26 +27
Contract jobs citing Apache 147 124 111
As % of all contract IT jobs advertised in Central London 1.74% 1.36% 1.50%
As % of the Application Platforms category 10.08% 7.98% 8.63%
Number of daily rates quoted 126 108 94
Central London median daily rate £525 £500 £536
Median daily rate % change year-on-year +5.00% -6.76% +19.17%
10th Percentile £413 £413 £358
90th Percentile £631 £688 £684
London median daily rate £525 £525 £513
% change year-on-year - +2.44% +5.13%
Number of hourly rates quoted 0 0 0
Central London median hourly rate - - -
London median hourly rate £28.75 £15.50 £40.00
% change year-on-year +85.48% -61.25% -23.81%

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 Central London with a requirement for application platform skills.

All Application Platform Skills
Central London
Contract vacancies with a requirement for application platform skills 1,459 1,553 1,286
As % of all contract IT jobs advertised in Central London 17.26% 17.02% 17.34%
Number of daily rates quoted 1,099 1,195 952
Central London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £331 £300 £269
90th Percentile £673 £638 £638
London median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% +5.56%
Number of hourly rates quoted 13 25 6
Central London median hourly rate £20.00 £20.00 £26.17
Median hourly rate % change year-on-year - -23.57% +37.72%
10th Percentile £14.11 £12.80 £12.88
90th Percentile £37.00 £33.45 £83.13
London median hourly rate £28.50 £20.88 £22.17
% change year-on-year +36.53% -5.83% +11.31%

Apache
Job Vacancy Trend in Central London

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

Job vacancy trend for Apache in Central London

Apache
Contractor Daily Rate Trend in Central London

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

Contractor daily rate trend for Apache in Central London

Apache
Contractor Daily Rate Histogram in Central London

The daily rate distribution of IT jobs citing Apache in Central London over the 6 months to 26 June 2019.

Contractor daily rate histogram for Apache in Central London

Apache
Contractor Hourly Rate Trend in Central London

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

Contractor hourly rate trend for Apache in Central London

Apache
Contract Job Locations in Central London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache within the Central London region over the 6 months to 26 June 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
City of London +21 114 £525 +5.00% 6
Southwark -1 47 £525 +16.67%
City of Westminster -10 8 £575 -
West End of London +11 7 £525 +35.92%
Apache
London

For the 6 months to 26 June 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 Central London region with a requirement for Apache.

1 96 (65.31%) Amazon AWS
2 84 (57.14%) Python
3 70 (47.62%) Big Data
4 67 (45.58%) Microsoft Azure
5 65 (44.22%) Finance
5 65 (44.22%) Apache Spark
6 63 (42.86%) Google
7 61 (41.50%) Linux
7 61 (41.50%) Google Cloud Platform
8 55 (37.41%) Apache Airflow
8 55 (37.41%) Data Cleansing
9 54 (36.73%) Mentoring
10 53 (36.05%) Agile Software Development
11 52 (35.37%) Coaching
11 52 (35.37%) Data Science
12 50 (34.01%) PySpark
12 50 (34.01%) Data Engineering
13 46 (31.29%) Java
14 40 (27.21%) Git (software)
15 31 (21.09%) SQL
16 30 (20.41%) MySQL
16 30 (20.41%) TDD
17 27 (18.37%) Scrum
17 27 (18.37%) DevOps
18 25 (17.01%) JavaScript
19 24 (16.33%) Unix
20 22 (14.97%) SOAP
20 22 (14.97%) JSON
21 21 (14.29%) JIRA
21 21 (14.29%) Bash Shell

Apache
Co-occurring IT Skills in Central London 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 65 (44.22%) Apache Spark
2 55 (37.41%) Apache Airflow
3 18 (12.24%) Tomcat
4 14 (9.52%) nginx
5 10 (6.80%) JBoss
6 7 (4.76%) Adobe Experience Manager
6 7 (4.76%) Confluence
6 7 (4.76%) IIS
7 6 (4.08%) Elasticsearch
8 5 (3.40%) MS Exchange
8 5 (3.40%) SharePoint
8 5 (3.40%) WebSphere
9 4 (2.72%) CMS
9 4 (2.72%) Jetty
9 4 (2.72%) Mongrel
9 4 (2.72%) WebLogic
10 3 (2.04%) Appian
10 3 (2.04%) IBM HTTP Server
11 2 (1.36%) Cloud Foundry
11 2 (1.36%) Oracle Workflow
Applications
1 2 (1.36%) Microsoft Excel
Business Applications
1 2 (1.36%) SAP ERP
1 2 (1.36%) SAP Oil and Gas
1 2 (1.36%) SAP S/4HANA
2 1 (0.68%) Oracle BPM
Cloud Services
1 96 (65.31%) Amazon AWS
2 67 (45.58%) Microsoft Azure
3 61 (41.50%) Google Cloud Platform
4 16 (10.88%) Amazon S3
5 15 (10.20%) GitHub
6 14 (9.52%) Amazon EC2
7 11 (7.48%) Amazon CloudWatch
7 11 (7.48%) AWS CloudFormation
8 10 (6.80%) Amazon SQS
8 10 (6.80%) AWS CloudTrail
9 8 (5.44%) Amazon Glacier
9 8 (5.44%) Virtual Private Cloud
10 6 (4.08%) Power Platform
11 5 (3.40%) Azure Active Directory
11 5 (3.40%) Office 365
12 4 (2.72%) Amazon Kinesis
12 4 (2.72%) Cloud Computing
12 4 (2.72%) Google App Engine
12 4 (2.72%) Serverless
13 3 (2.04%) AWS Lambda
Communications & Networking
1 11 (7.48%) HTTP
2 9 (6.12%) TCP/IP
3 6 (4.08%) SSL
4 5 (3.40%) DNS
4 5 (3.40%) SAN
5 4 (2.72%) DHCP
5 4 (2.72%) IPsec
6 3 (2.04%) FTP
6 3 (2.04%) OpenLDAP
7 1 (0.68%) BGP
7 1 (0.68%) BIG-IP
7 1 (0.68%) Cisco IOS
7 1 (0.68%) DMVPN
7 1 (0.68%) NAS
7 1 (0.68%) Network Security
7 1 (0.68%) NX-OS
7 1 (0.68%) OSPF
7 1 (0.68%) SMTP
7 1 (0.68%) SSH
7 1 (0.68%) VLAN
Database & Business Intelligence
1 70 (47.62%) Big Data
2 30 (20.41%) MySQL
3 15 (10.20%) Hadoop
4 14 (9.52%) SQL Server
5 13 (8.84%) Amazon RDS
6 10 (6.80%) MongoDB
6 10 (6.80%) Relational Database
7 6 (4.08%) Apache Hive
7 6 (4.08%) NoSQL
7 6 (4.08%) Power BI
8 5 (3.40%) BigQuery
8 5 (3.40%) Data Warehouse
8 5 (3.40%) HBase
8 5 (3.40%) SQL Server 2012
8 5 (3.40%) SQL Server 2014
8 5 (3.40%) SQL Server 2016
9 4 (2.72%) Amazon DynamoDB
9 4 (2.72%) Amazon Redshift
9 4 (2.72%) Sqoop
10 3 (2.04%) Amazon Athena
Development Applications
1 40 (27.21%) Git (software)
2 21 (14.29%) Jenkins
2 21 (14.29%) JIRA
3 11 (7.48%) JUnit
4 7 (4.76%) Mockito
5 6 (4.08%) Ant
6 5 (3.40%) Mercurial
6 5 (3.40%) Subversion
7 4 (2.72%) Cucumber
7 4 (2.72%) IntelliJ
7 4 (2.72%) Selenium
8 3 (2.04%) Eclipse
8 3 (2.04%) jMock
8 3 (2.04%) Maven
8 3 (2.04%) Travis CI
9 2 (1.36%) Atlassian Bamboo
9 2 (1.36%) CF BOSH
9 2 (1.36%) gulp
9 2 (1.36%) JMeter
9 2 (1.36%) Visual Studio Team System
General
1 65 (44.22%) Finance
2 19 (12.93%) Banking
3 9 (6.12%) Investment Banking
4 6 (4.08%) Marketing
5 5 (3.40%) Law
6 3 (2.04%) Legal
6 3 (2.04%) Publishing
6 3 (2.04%) Telecoms
7 2 (1.36%) Electronics
7 2 (1.36%) Front Office
7 2 (1.36%) Manufacturing
8 1 (0.68%) Advertising
8 1 (0.68%) Games
Job Titles
1 64 (43.54%) Data Engineer
2 49 (33.33%) Big Data Engineer
2 49 (33.33%) Python Engineer
3 45 (30.61%) Developer
4 21 (14.29%) Java Developer
5 9 (6.12%) Ruby on Rails Developer
6 8 (5.44%) AWS Engineer
7 6 (4.08%) Administrator
7 6 (4.08%) AWS Developer
7 6 (4.08%) DevOps Engineer
7 6 (4.08%) Full Stack Developer
7 6 (4.08%) Systems Engineer
8 5 (3.40%) IT Engineer
8 5 (3.40%) Linux Engineer
8 5 (3.40%) Senior Developer
9 4 (2.72%) IT Infrastructure Engineer
9 4 (2.72%) Junior Systems Engineer
9 4 (2.72%) Python Developer
9 4 (2.72%) SC Cleared Java Developer
9 4 (2.72%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 50 (34.01%) PySpark
2 22 (14.97%) JSON
2 22 (14.97%) SOAP
3 20 (13.61%) CSS
4 19 (12.93%) HTML
4 19 (12.93%) Kafka
5 17 (11.56%) jQuery
6 16 (10.88%) REST
7 15 (10.20%) Apache NiFi
8 11 (7.48%) Spring
8 11 (7.48%) Twitter Bootstrap
8 11 (7.48%) XML
9 10 (6.80%) Ruby on Rails
10 9 (6.12%) JMS
11 8 (5.44%) OSGi
11 8 (5.44%) Vue.js
12 7 (4.76%) J2EE
13 5 (3.40%) .NET
13 5 (3.40%) Middleware
13 5 (3.40%) Servlets
Miscellaneous
1 8 (5.44%) Data Centre
2 5 (3.40%) Analytical Skills
2 5 (3.40%) Data Structures
2 5 (3.40%) Management Information System
2 5 (3.40%) Private Cloud
2 5 (3.40%) Virtual Team
3 4 (2.72%) Greenfield Project
3 4 (2.72%) Mobile App
4 3 (2.04%) Cloud Native
5 2 (1.36%) Linux Command Line
5 2 (1.36%) PKI
5 2 (1.36%) Social Media
6 1 (0.68%) Credit Risk
6 1 (0.68%) Derivative
6 1 (0.68%) Fixed Income
6 1 (0.68%) Foreign Exchange (FX)
6 1 (0.68%) Market Risk
6 1 (0.68%) Public Cloud
Operating Systems
1 61 (41.50%) Linux
2 24 (16.33%) Unix
3 12 (8.16%) Windows
4 8 (5.44%) Ubuntu
5 6 (4.08%) Red Hat Enterprise Linux
6 5 (3.40%) Windows Server
7 4 (2.72%) AIX
7 4 (2.72%) CentOS
8 1 (0.68%) Debian
8 1 (0.68%) Fedora
8 1 (0.68%) Oracle Linux
Processes & Methodologies
1 55 (37.41%) Data Cleansing
2 54 (36.73%) Mentoring
3 53 (36.05%) Agile Software Development
4 52 (35.37%) Coaching
4 52 (35.37%) Data Science
5 50 (34.01%) Data Engineering
6 30 (20.41%) TDD
7 27 (18.37%) DevOps
7 27 (18.37%) Scrum
8 20 (13.61%) Continuous Integration
9 19 (12.93%) Microservices
9 19 (12.93%) Migration
10 16 (10.88%) Test Automation
11 15 (10.20%) Analytics
11 15 (10.20%) BDD
11 15 (10.20%) Kanban
12 14 (9.52%) Data Modelling
12 14 (9.52%) ETL
13 12 (8.16%) Business Intelligence
13 12 (8.16%) Web Development
Programming Languages
1 84 (57.14%) Python
2 46 (31.29%) Java
3 31 (21.09%) SQL
4 25 (17.01%) JavaScript
5 21 (14.29%) Bash Shell
6 17 (11.56%) Java 8
6 17 (11.56%) Ruby
7 9 (6.12%) PowerShell
8 7 (4.76%) Scala
9 6 (4.08%) C#
9 6 (4.08%) PHP
10 5 (3.40%) Go
10 5 (3.40%) Shell Script
11 3 (2.04%) Perl
12 1 (0.68%) Apex Code
12 1 (0.68%) Haskell
12 1 (0.68%) PL/SQL
12 1 (0.68%) SOQL
12 1 (0.68%) SOSL
12 1 (0.68%) VB.NET
Qualifications
1 9 (6.12%) SC Cleared
1 9 (6.12%) Security Cleared
2 7 (4.76%) Degree
3 3 (2.04%) CTC Cleared
4 2 (1.36%) Computer Science Degree
4 2 (1.36%) Master's Degree
5 1 (0.68%) Numerate Degree
Quality Assurance & Compliance
1 9 (6.12%) Data Quality
2 4 (2.72%) QA
System Software
1 17 (11.56%) Docker
2 8 (5.44%) Shibboleth
3 6 (4.08%) VMware Infrastructure
4 5 (3.40%) Active Directory
4 5 (3.40%) VMware ESXi
4 5 (3.40%) VMware NSX
5 4 (2.72%) Xen
6 3 (2.04%) HDFS
7 1 (0.68%) KVM
7 1 (0.68%) ProxySG
7 1 (0.68%) Varnish
7 1 (0.68%) VirtualBox
Systems Management
1 20 (13.61%) Ansible
2 17 (11.56%) Kubernetes
3 13 (8.84%) Puppet
4 7 (4.76%) Terraform
5 6 (4.08%) Single Sign-On
6 5 (3.40%) Opscode Chef
6 5 (3.40%) SCCM
6 5 (3.40%) WSUS
7 3 (2.04%) Hadoop YARN
8 2 (1.36%) Packer
9 1 (0.68%) Grafana
9 1 (0.68%) HAProxy
9 1 (0.68%) ITRS Geneos
9 1 (0.68%) Kibana
9 1 (0.68%) Oozie
9 1 (0.68%) Red Hat Spacewalk
9 1 (0.68%) rkt
9 1 (0.68%) Salt
Vendors
1 63 (42.86%) Google
2 18 (12.24%) Oracle
3 13 (8.84%) Microsoft
4 11 (7.48%) VMware
5 8 (5.44%) Adobe
6 7 (4.76%) F5
7 6 (4.08%) Tableau
8 5 (3.40%) Atlassian
8 5 (3.40%) IBM
8 5 (3.40%) Sony
9 4 (2.72%) Alteryx
9 4 (2.72%) Red Hat
9 4 (2.72%) SAP
10 3 (2.04%) Sybase
10 3 (2.04%) Teradata
10 3 (2.04%) webMethods
10 3 (2.04%) Zend
11 2 (1.36%) Databricks
11 2 (1.36%) StreamSets
12 1 (0.68%) Rackspace