Period
to 19 June 2019

The following table provides summary statistics for contract job vacancies advertised in the City of 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 19 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)
Central London > City of London
6 months to
19 Jun 2019
Same period 2018 Same period 2017
Rank 124 151 137
Rank change year-on-year +27 -14 +23
Contract jobs citing Apache 114 103 100
As % of all contract IT jobs advertised in the City of London 1.77% 1.49% 1.61%
As % of the Application Platforms category 9.97% 9.33% 9.26%
Number of daily rates quoted 101 93 89
City of London median daily rate £525 £505 £535
Median daily rate % change year-on-year +3.96% -5.61% +22.29%
10th Percentile £413 £431 £363
90th Percentile £638 £688 £675
Central London median daily rate £525 £505 £525
% change year-on-year +3.96% -3.81% +19.39%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

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 the City of London with a requirement for application platform skills.

All Application Platform Skills
City of London
Contract vacancies with a requirement for application platform skills 1,143 1,104 1,080
As % of all contract IT jobs advertised in the City of London 17.74% 16.00% 17.41%
Number of daily rates quoted 881 868 819
City of London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £313 £309 £275
90th Percentile £675 £650 £638
Central London median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% +5.56%
Number of hourly rates quoted 10 19 5
City of London median hourly rate £19.75 £20.00 £30.00
Median hourly rate % change year-on-year -1.25% -33.33% +57.89%
10th Percentile £12.73 £12.50 £16.39
90th Percentile £39.75 £35.75 £92.25
Central London median hourly rate £20.00 £20.00 £26.17
% change year-on-year - -23.57% +37.72%

Apache
Job Vacancy Trend in the City of London

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

Job vacancy trend for Apache in the City of London

Apache
Contractor Daily Rate Trend in the City of London

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

Contractor daily rate trend for Apache in the City of London

Apache
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Apache in the City of London over the 6 months to 19 June 2019.

Contractor daily rate histogram for Apache in the City of London

Apache
Contractor Hourly Rate Trend in the City of London

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

Contractor hourly rate trend for Apache in the City of London

Apache
Contract Job Locations in the City of 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 City of London region over the 6 months to 19 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
London Bridge -6 49 £525 +16.67%
Apache
Central London

For the 6 months to 19 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 City of London region with a requirement for Apache.

1 72 (63.16%) Python
2 68 (59.65%) Amazon AWS
3 67 (58.77%) Apache Spark
4 65 (57.02%) Big Data
5 63 (55.26%) Microsoft Azure
6 60 (52.63%) Google
6 60 (52.63%) Finance
7 58 (50.88%) Google Cloud Platform
8 55 (48.25%) Mentoring
9 54 (47.37%) Data Science
10 53 (46.49%) Apache Airflow
11 52 (45.61%) Data Engineering
12 51 (44.74%) Data Cleansing
13 50 (43.86%) Coaching
14 49 (42.98%) PySpark
15 34 (29.82%) Linux
16 32 (28.07%) Java
17 27 (23.68%) Agile Software Development
18 22 (19.30%) Git (software)
19 21 (18.42%) DevOps
20 20 (17.54%) Unix
21 19 (16.67%) SQL
22 16 (14.04%) Tomcat
22 16 (14.04%) Banking
23 15 (13.16%) Bash Shell
23 15 (13.16%) Docker
24 14 (12.28%) Ansible
24 14 (12.28%) Hadoop
25 13 (11.40%) Continuous Integration
25 13 (11.40%) JIRA

Apache
Co-occurring IT Skills in the City of 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 67 (58.77%) Apache Spark
2 53 (46.49%) Apache Airflow
3 16 (14.04%) Tomcat
4 12 (10.53%) nginx
5 8 (7.02%) Confluence
5 8 (7.02%) JBoss
6 7 (6.14%) Elasticsearch
7 4 (3.51%) Adobe Experience Manager
7 4 (3.51%) IIS
7 4 (3.51%) WebLogic
8 3 (2.63%) IBM HTTP Server
8 3 (2.63%) WebSphere
9 2 (1.75%) Appian
9 2 (1.75%) Cloud Foundry
9 2 (1.75%) Jetty
9 2 (1.75%) Mongrel
10 1 (0.88%) ArcGIS
10 1 (0.88%) CMS
10 1 (0.88%) Oracle Coherence
10 1 (0.88%) Oracle Workflow
Business Applications
1 2 (1.75%) SAP ERP
1 2 (1.75%) SAP Oil and Gas
1 2 (1.75%) SAP S/4HANA
2 1 (0.88%) Oracle BPM
Cloud Services
1 68 (59.65%) Amazon AWS
2 63 (55.26%) Microsoft Azure
3 58 (50.88%) Google Cloud Platform
4 6 (5.26%) Amazon S3
4 6 (5.26%) GitHub
5 5 (4.39%) Amazon EC2
5 5 (4.39%) AWS CloudFormation
5 5 (4.39%) Power Platform
6 4 (3.51%) Amazon CloudWatch
6 4 (3.51%) Amazon Kinesis
6 4 (3.51%) Amazon SQS
6 4 (3.51%) Serverless
7 3 (2.63%) Apigee
7 3 (2.63%) AWS CloudTrail
7 3 (2.63%) AWS Lambda
7 3 (2.63%) Cloud Computing
7 3 (2.63%) Google Analytics
8 2 (1.75%) Amazon Glacier
8 2 (1.75%) Google App Engine
8 2 (1.75%) Virtual Private Cloud
Communications & Networking
1 9 (7.89%) HTTP
2 7 (6.14%) TCP/IP
3 4 (3.51%) SSL
4 3 (2.63%) DNS
4 3 (2.63%) OpenLDAP
5 2 (1.75%) DHCP
5 2 (1.75%) IPsec
6 1 (0.88%) BGP
6 1 (0.88%) BIG-IP
6 1 (0.88%) Cisco IOS
6 1 (0.88%) DMVPN
6 1 (0.88%) Firewall
6 1 (0.88%) FTP
6 1 (0.88%) NAS
6 1 (0.88%) Network Security
6 1 (0.88%) NX-OS
6 1 (0.88%) OSPF
6 1 (0.88%) SMTP
6 1 (0.88%) VLAN
6 1 (0.88%) Wi-Fi
Database & Business Intelligence
1 65 (57.02%) Big Data
2 14 (12.28%) Hadoop
3 13 (11.40%) MySQL
4 10 (8.77%) SQL Server
5 9 (7.89%) MongoDB
6 6 (5.26%) Amazon RDS
6 6 (5.26%) Apache Hive
6 6 (5.26%) NoSQL
7 5 (4.39%) HBase
7 5 (4.39%) Power BI
7 5 (4.39%) Relational Database
8 4 (3.51%) BigQuery
8 4 (3.51%) Sqoop
9 3 (2.63%) Amazon DynamoDB
9 3 (2.63%) Apache Kudu
9 3 (2.63%) Data Lake
9 3 (2.63%) Impala
9 3 (2.63%) Presto
9 3 (2.63%) Redis
9 3 (2.63%) Spark SQL
Development Applications
1 22 (19.30%) Git (software)
2 13 (11.40%) Jenkins
2 13 (11.40%) JIRA
3 8 (7.02%) JUnit
4 6 (5.26%) Ant
4 6 (5.26%) Subversion
5 5 (4.39%) Cucumber
6 4 (3.51%) IntelliJ
6 4 (3.51%) Maven
6 4 (3.51%) Mockito
6 4 (3.51%) Selenium
7 3 (2.63%) Atlassian Bamboo
7 3 (2.63%) Eclipse
7 3 (2.63%) FishEye
7 3 (2.63%) jMock
8 2 (1.75%) CF BOSH
8 2 (1.75%) JMeter
8 2 (1.75%) Mercurial
8 2 (1.75%) TeamCity
8 2 (1.75%) Visual Studio Team System
General
1 60 (52.63%) Finance
2 16 (14.04%) Banking
3 7 (6.14%) Investment Banking
4 3 (2.63%) Front Office
4 3 (2.63%) Publishing
5 1 (0.88%) Marketing
Job Titles
1 61 (53.51%) Data Engineer
2 51 (44.74%) Big Data Engineer
2 51 (44.74%) Python Engineer
3 24 (21.05%) Developer
4 12 (10.53%) Java Developer
5 6 (5.26%) Administrator
5 6 (5.26%) Senior Developer
6 5 (4.39%) AWS Engineer
6 5 (4.39%) DevOps Engineer
7 4 (3.51%) Senior Java Developer
8 3 (2.63%) .NET Developer
8 3 (2.63%) Java Engineer
8 3 (2.63%) Linux Administrator
8 3 (2.63%) Linux Engineer
8 3 (2.63%) Linux Systems Administrator
8 3 (2.63%) Middleware Engineer
8 3 (2.63%) PHP Developer
8 3 (2.63%) Senior Linux Administrator
8 3 (2.63%) Senior Linux Systems Administrator
8 3 (2.63%) Systems Administrator
Libraries, Frameworks & Software Standards
1 49 (42.98%) PySpark
2 12 (10.53%) Kafka
3 10 (8.77%) Spring
4 7 (6.14%) Apache NiFi
4 7 (6.14%) HTML
4 7 (6.14%) JSON
5 6 (5.26%) REST
5 6 (5.26%) SOAP
6 5 (4.39%) CSS
6 5 (4.39%) Middleware
6 5 (4.39%) RESTful
7 4 (3.51%) .NET
7 4 (3.51%) J2EE
7 4 (3.51%) jQuery
7 4 (3.51%) Node.js
7 4 (3.51%) OSGi
7 4 (3.51%) XML
8 3 (2.63%) LAMP
8 3 (2.63%) Servlets
8 3 (2.63%) Symfony
Miscellaneous
1 5 (4.39%) Analytical Skills
2 4 (3.51%) Greenfield Project
3 3 (2.63%) Cloud Native
4 2 (1.75%) Data Centre
4 2 (1.75%) PKI
4 2 (1.75%) Virtual Team
5 1 (0.88%) Credit Risk
5 1 (0.88%) Data Structures
5 1 (0.88%) Derivative
5 1 (0.88%) Fixed Income
5 1 (0.88%) Foreign Exchange (FX)
5 1 (0.88%) Linux Command Line
5 1 (0.88%) Market Risk
5 1 (0.88%) Mobile App
5 1 (0.88%) Public Cloud
Operating Systems
1 34 (29.82%) Linux
2 20 (17.54%) Unix
3 8 (7.02%) Ubuntu
4 6 (5.26%) Red Hat Enterprise Linux
4 6 (5.26%) Windows
5 4 (3.51%) AIX
5 4 (3.51%) CentOS
6 1 (0.88%) Debian
6 1 (0.88%) Fedora
6 1 (0.88%) Oracle Linux
Processes & Methodologies
1 55 (48.25%) Mentoring
2 54 (47.37%) Data Science
3 52 (45.61%) Data Engineering
4 51 (44.74%) Data Cleansing
5 50 (43.86%) Coaching
6 27 (23.68%) Agile Software Development
7 21 (18.42%) DevOps
8 13 (11.40%) Analytics
8 13 (11.40%) Continuous Integration
8 13 (11.40%) Scrum
8 13 (11.40%) TDD
9 10 (8.77%) Microservices
9 10 (8.77%) Test Automation
10 8 (7.02%) Business Intelligence
10 8 (7.02%) Data Modelling
10 8 (7.02%) Open Source
11 6 (5.26%) Artificial Intelligence
11 6 (5.26%) BDD
11 6 (5.26%) Kanban
11 6 (5.26%) Migration
Programming Languages
1 72 (63.16%) Python
2 32 (28.07%) Java
3 19 (16.67%) SQL
4 15 (13.16%) Bash Shell
5 10 (8.77%) JavaScript
6 8 (7.02%) Java 8
6 8 (7.02%) Ruby
7 6 (5.26%) C#
7 6 (5.26%) Scala
8 5 (4.39%) PHP
8 5 (4.39%) Shell Script
9 4 (3.51%) Go
9 4 (3.51%) PowerShell
10 3 (2.63%) Perl
11 1 (0.88%) Apex Code
11 1 (0.88%) Groovy
11 1 (0.88%) Haskell
11 1 (0.88%) PL/SQL
11 1 (0.88%) SOQL
11 1 (0.88%) VB.NET
Qualifications
1 6 (5.26%) Degree
2 2 (1.75%) Computer Science Degree
2 2 (1.75%) Master's Degree
2 2 (1.75%) SC Cleared
2 2 (1.75%) Security Cleared
Quality Assurance & Compliance
1 3 (2.63%) Data Quality
2 1 (0.88%) QA
System Software
1 15 (13.16%) Docker
2 4 (3.51%) HDFS
2 4 (3.51%) VMware Infrastructure
3 3 (2.63%) Shibboleth
4 2 (1.75%) Xen
5 1 (0.88%) KVM
5 1 (0.88%) ProxySG
5 1 (0.88%) Varnish
5 1 (0.88%) VirtualBox
Systems Management
1 14 (12.28%) Ansible
2 11 (9.65%) Puppet
3 9 (7.89%) Kubernetes
4 6 (5.26%) Terraform
5 5 (4.39%) Opscode Chef
6 3 (2.63%) Hadoop YARN
7 2 (1.75%) Packer
8 1 (0.88%) Grafana
8 1 (0.88%) HAProxy
8 1 (0.88%) ITRS Geneos
8 1 (0.88%) Kibana
8 1 (0.88%) Oozie
8 1 (0.88%) Red Hat Spacewalk
8 1 (0.88%) rkt
8 1 (0.88%) Salt
8 1 (0.88%) Single Sign-On
Vendors
1 60 (52.63%) Google
2 11 (9.65%) Oracle
3 7 (6.14%) F5
4 6 (5.26%) Atlassian
4 6 (5.26%) Microsoft
5 5 (4.39%) Adobe
5 5 (4.39%) IBM
6 4 (3.51%) Red Hat
6 4 (3.51%) VMware
7 3 (2.63%) Sybase
7 3 (2.63%) Tableau
7 3 (2.63%) webMethods
7 3 (2.63%) Zend
8 2 (1.75%) Alteryx
8 2 (1.75%) SAP
8 2 (1.75%) StreamSets
9 1 (0.88%) CyberArk
9 1 (0.88%) Databricks
9 1 (0.88%) Meraki
9 1 (0.88%) Rackspace