Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 30 October 2020

The following table provides summary statistics for contract job vacancies advertised in 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 30 October 2020 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)
England > London
6 months to
30 Oct 2020		 Same period 2019 Same period 2018
Rank 149 206 183
Rank change year-on-year +57 -23 -6
Contract jobs citing Apache 267 458 716
As % of all contract jobs advertised in London 1.85% 1.25% 1.55%
As % of the Application Platforms category 12.73% 8.09% 8.86%
Number of daily rates quoted 206 352 522
Median daily rate £550 £550 £565
Median daily rate % change year-on-year - -2.65% +7.62%
10th Percentile £421 £413 £413
90th Percentile £750 £675 £700
England median daily rate £525 £525 £500
% change year-on-year - +5.00% +5.26%
Number of hourly rates quoted 4 0 1
Median hourly rate £35.00 - £15.50
10th Percentile £28.88 - £15.25
90th Percentile £37.28 - £15.75
England median hourly rate £36.25 £38.50 £41.83
% change year-on-year -5.84% -7.95% +36.02%

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 London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 2,098 5,664 8,078
As % of all contract IT jobs advertised in London 14.53% 15.48% 17.47%
Number of daily rates quoted 1,356 4,008 5,747
Median daily rate £500 £500 £500
10th Percentile £306 £300 £300
90th Percentile £700 £675 £675
England median daily rate £463 £463 £465
% change year-on-year - -0.54% +3.33%
Number of hourly rates quoted 33 62 97
Median hourly rate £35.00 £23.25 £23.13
Median hourly rate % change year-on-year +50.54% +0.52% +13.01%
10th Percentile £18.65 £15.25 £13.00
90th Percentile £60.80 £50.00 £51.50
Median hourly rate £31.50 £20.86 £22.00
% change year-on-year +51.01% -5.18% +10.00%

Apache
Job Vacancy Trend in London

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

Job vacancy trend for Apache in London

Apache
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Apache in London.

Daily rate trend for Apache in London

Apache
Daily Rate Histogram in London

Daily rate distribution for jobs citing Apache in London over the 6 months to 30 October 2020.

Daily rate histogram for Apache in London

Apache
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Apache in London.

Hourly rate trend for Apache in London

Apache
Contract Job Locations in 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 London region over the 6 months to 30 October 2020. 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
Central London +66 19 £494 -5.95% 9
West London +50 7 £583 +1.30% 5
South London +32 5 £450 -24.69%
North London +21 3 - - 1
Apache
England

For the 6 months to 30 October 2020, 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 London region with a requirement for Apache.

1 173 (64.79%) Java
2 169 (63.30%) Python
3 149 (55.81%) AWS
4 142 (53.18%) Finance
5 130 (48.69%) Web Services
6 126 (47.19%) SQL
7 118 (44.19%) Kubernetes
8 114 (42.70%) Asset Management
9 108 (40.45%) Docker
10 107 (40.07%) DevOps
11 101 (37.83%) Jenkins
11 101 (37.83%) Serverless
12 100 (37.45%) MySQL
13 99 (37.08%) gRPC
14 98 (36.70%) Agile Software Development
15 97 (36.33%) SQL Server
15 97 (36.33%) Microservices
16 96 (35.96%) Software Engineering
17 95 (35.58%) Banking
18 94 (35.21%) AWS Lambda
19 92 (34.46%) Investment Management
20 91 (34.08%) Azure
21 90 (33.71%) Oracle
22 89 (33.33%) Hedge funds
23 88 (32.96%) GCP
24 86 (32.21%) PostgreSQL
25 84 (31.46%) Google
26 82 (30.71%) Amazon ECS
27 77 (28.84%) Amazon Redshift
28 68 (25.47%) Artifactory

Apache
Co-occurring IT Skills in 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 60 (22.47%) Apache Spark
2 45 (16.85%) Tomcat
3 19 (7.12%) WebSphere
4 18 (6.74%) Apache Airflow
5 16 (5.99%) JBoss
6 15 (5.62%) Red Hat Fuse
6 15 (5.62%) WebSphere Application Server
7 14 (5.24%) nginx
8 12 (4.49%) IIS
9 9 (3.37%) Apache Pig
9 9 (3.37%) Apache Solr
9 9 (3.37%) Oracle SOA Suite
10 8 (3.00%) Elasticsearch
11 6 (2.25%) Appian
11 6 (2.25%) Confluence
11 6 (2.25%) IBM HTTP Server
11 6 (2.25%) WebLogic
12 4 (1.50%) SharePoint
13 3 (1.12%) Oracle HTTP Server
13 3 (1.12%) Oracle Workflow
Applications
1 4 (1.50%) Microsoft Excel
2 1 (0.37%) Microsoft PowerPoint
Business Applications
1 3 (1.12%) Oracle ERP
2 1 (0.37%) Oracle BPM
2 1 (0.37%) Oracle EBS
Cloud Services
1 149 (55.81%) AWS
2 101 (37.83%) Serverless
3 94 (35.21%) AWS Lambda
4 91 (34.08%) Azure
5 88 (32.96%) GCP
6 82 (30.71%) Amazon ECS
7 64 (23.97%) Apigee
8 18 (6.74%) Amazon EC2
8 18 (6.74%) Amazon S3
9 16 (5.99%) SaaS
10 12 (4.49%) Cloud Computing
11 10 (3.75%) GitHub
12 4 (1.50%) Amazon EMR
12 4 (1.50%) AWS CloudFormation
12 4 (1.50%) PaaS
13 2 (0.75%) Amazon EKS
13 2 (0.75%) Amazon Kinesis
13 2 (0.75%) Google App Engine
13 2 (0.75%) Logic Apps
13 2 (0.75%) Power Platform
Communications & Networking
1 34 (12.73%) HTTP
2 28 (10.49%) DNS
3 15 (5.62%) SSL
4 11 (4.12%) DHCP
5 10 (3.75%) Firewall
6 8 (3.00%) SSH
6 8 (3.00%) TCP/IP
7 7 (2.62%) Kerberos
8 6 (2.25%) FTP
9 5 (1.87%) SMTP
9 5 (1.87%) SNMP
9 5 (1.87%) Wi-Fi
9 5 (1.87%) Wireless
10 4 (1.50%) 2G
10 4 (1.50%) 3G
10 4 (1.50%) 4G
10 4 (1.50%) Internet
10 4 (1.50%) SAN
10 4 (1.50%) VLAN
11 3 (1.12%) iSCSI
Database & Business Intelligence
1 100 (37.45%) MySQL
2 97 (36.33%) SQL Server
3 86 (32.21%) PostgreSQL
4 77 (28.84%) Amazon Redshift
5 38 (14.23%) Data Warehouse
6 33 (12.36%) Apache Ignite
7 28 (10.49%) Amazon DynamoDB
8 20 (7.49%) Big Data
9 18 (6.74%) Hadoop
10 15 (5.62%) Apache Hive
11 13 (4.87%) Impala
12 12 (4.49%) Relational Database
12 12 (4.49%) SQL Server 2016
13 10 (3.75%) BigQuery
14 8 (3.00%) Amazon RDS
15 7 (2.62%) NoSQL
16 5 (1.87%) Apache Cassandra
17 4 (1.50%) MariaDB
17 4 (1.50%) MongoDB
17 4 (1.50%) Oracle ODI
Development Applications
1 101 (37.83%) Jenkins
2 68 (25.47%) Artifactory
3 66 (24.72%) GitLab
4 36 (13.48%) Git (software)
5 14 (5.24%) Subversion
6 13 (4.87%) TeamCity
7 9 (3.37%) Maven
8 8 (3.00%) Cypress.io
9 7 (2.62%) Bitbucket
9 7 (2.62%) JIRA
9 7 (2.62%) SoapUI
9 7 (2.62%) webpack
10 6 (2.25%) SonarQube
11 5 (1.87%) Postman
12 4 (1.50%) Gradle
13 3 (1.12%) JUnit
14 2 (0.75%) ClearCase
14 2 (0.75%) kappa
14 2 (0.75%) Travis CI
14 2 (0.75%) Vagrant
General
1 142 (53.18%) Finance
2 95 (35.58%) Banking
3 40 (14.98%) Front Office
4 35 (13.11%) Back Office
5 11 (4.12%) Marketing
6 8 (3.00%) Games
7 6 (2.25%) Public Sector
8 3 (1.12%) Electronics
8 3 (1.12%) Investment Banking
9 2 (0.75%) Legal
9 2 (0.75%) Retail
9 2 (0.75%) Retail Banking
10 1 (0.37%) International Banking
10 1 (0.37%) Pharmaceutical
10 1 (0.37%) Telecoms
Job Titles
1 132 (49.44%) Developer
2 80 (29.96%) Software Engineer
3 73 (27.34%) Developer/Software Engineer
4 60 (22.47%) Java Developer
5 49 (18.35%) Java Engineer
6 48 (17.98%) Java Software Developer
6 48 (17.98%) Java Software Engineer
7 42 (15.73%) SQL Developer
8 41 (15.36%) AWS Engineer
9 39 (14.61%) AWS Developer
10 37 (13.86%) Architect
10 37 (13.86%) AWS Software Engineer
11 30 (11.24%) Java Architect
11 30 (11.24%) Java Solutions Architect
11 30 (11.24%) Solutions Architect
12 29 (10.86%) Python Developer
13 26 (9.74%) Data Architect
14 24 (8.99%) AWS Architect
14 24 (8.99%) Cloud Architect
14 24 (8.99%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 130 (48.69%) Web Services
2 99 (37.08%) gRPC
3 64 (23.97%) OAuth
3 64 (23.97%) Swagger
4 41 (15.36%) React
5 40 (14.98%) REST
6 37 (13.86%) HTML
7 34 (12.73%) AngularJS
8 32 (11.99%) Node.js
9 28 (10.49%) Spring
10 24 (8.99%) Middleware
11 22 (8.24%) CSS
12 21 (7.87%) jQuery
13 20 (7.49%) Ajax
14 18 (6.74%) Protocol Buffers
15 17 (6.37%) OSGi
16 16 (5.99%) Apache Camel
16 16 (5.99%) J2EE
16 16 (5.99%) JSON
17 15 (5.62%) XML
Miscellaneous
1 89 (33.33%) Hedge funds
2 43 (16.10%) Greenfield Project
3 35 (13.11%) Fixed Income
4 34 (12.73%) Derivative
5 33 (12.36%) Equities
6 19 (7.12%) Analytical Skills
7 16 (5.99%) Foreign Exchange (FX)
8 14 (5.24%) Clustering
9 12 (4.49%) Enterprise Software
10 7 (2.62%) User Experience
11 6 (2.25%) DataPower
12 5 (1.87%) Public Cloud
13 4 (1.50%) Algorithms
13 4 (1.50%) Management Information System
13 4 (1.50%) Self-Motivation
14 3 (1.12%) Cloud Native
14 3 (1.12%) Data Centre
15 2 (0.75%) Data Structures
15 2 (0.75%) EMC VNX
15 2 (0.75%) Social Media
Operating Systems
1 51 (19.10%) Linux
2 27 (10.11%) Windows
3 14 (5.24%) Windows Server 2016
4 13 (4.87%) Unix
4 13 (4.87%) Windows Server
5 7 (2.62%) Red Hat Enterprise Linux
6 5 (1.87%) Ubuntu
7 3 (1.12%) CentOS
8 1 (0.37%) Debian
8 1 (0.37%) SUSE
8 1 (0.37%) Windows 10
8 1 (0.37%) Windows Server 2008
8 1 (0.37%) Windows Server 2012
Processes & Methodologies
1 114 (42.70%) Asset Management
2 107 (40.07%) DevOps
3 98 (36.70%) Agile Software Development
4 97 (36.33%) Microservices
5 96 (35.96%) Software Engineering
6 92 (34.46%) Investment Management
7 34 (12.73%) Mentoring
8 30 (11.24%) Performance Tuning
9 26 (9.74%) Continuous Integration
9 26 (9.74%) Problem-Solving
10 24 (8.99%) Technology Roadmap
11 21 (7.87%) Open Source
11 21 (7.87%) Scrum
12 20 (7.49%) High Availability
13 18 (6.74%) Performance Attribution
13 18 (6.74%) Unit Testing
14 17 (6.37%) Data Modelling
14 17 (6.37%) Web Development
15 16 (5.99%) Deployment Automation
15 16 (5.99%) SDLC
Programming Languages
1 173 (64.79%) Java
2 169 (63.30%) Python
3 126 (47.19%) SQL
4 68 (25.47%) JavaScript
5 40 (14.98%) Kotlin
6 38 (14.23%) Scala
7 20 (7.49%) TypeScript
8 19 (7.12%) PowerShell
9 16 (5.99%) Clojure
10 15 (5.62%) C#
11 14 (5.24%) Java 8
12 12 (4.49%) Bash Shell
12 12 (4.49%) Perl
12 12 (4.49%) Ruby
13 11 (4.12%) C++
14 9 (3.37%) Shell Script
15 5 (1.87%) C
16 3 (1.12%) PHP
16 3 (1.12%) PL/SQL
17 2 (0.75%) C-shell
Qualifications
1 24 (8.99%) Sun Certification
2 17 (6.37%) Degree
3 16 (5.99%) Security Cleared
4 14 (5.24%) SC Cleared
5 12 (4.49%) Computer Science Degree
6 8 (3.00%) DV Cleared
7 6 (2.25%) Master's Degree
8 3 (1.12%) AWS Certification
8 3 (1.12%) CCNA
8 3 (1.12%) Cisco Certification
9 2 (0.75%) Network+ Certification
9 2 (0.75%) Numerate Degree
10 1 (0.37%) CISSP
10 1 (0.37%) Microsoft Certification
Quality Assurance & Compliance
1 13 (4.87%) Cyber Essentials
1 13 (4.87%) GDPR
2 12 (4.49%) HIPAA
2 12 (4.49%) ISO/IEC 27001
3 9 (3.37%) SLA
4 7 (2.62%) QA
5 4 (1.50%) MiFID
6 3 (1.12%) Data Quality
7 1 (0.37%) Cyber Essentials PLUS
7 1 (0.37%) NCSC
System Software
1 108 (40.45%) Docker
2 14 (5.24%) Active Directory
3 9 (3.37%) VMware Infrastructure
4 4 (1.50%) Squid
5 2 (0.75%) Apache Flume
5 2 (0.75%) DFS Replication
5 2 (0.75%) Hyper-V
5 2 (0.75%) Varnish
5 2 (0.75%) VirtualBox
5 2 (0.75%) VMware ESXi
5 2 (0.75%) Xen
6 1 (0.37%) HDFS
6 1 (0.37%) NFS
6 1 (0.37%) vSphere
Systems Management
1 118 (44.19%) Kubernetes
2 35 (13.11%) Terraform
3 24 (8.99%) Ansible
4 21 (7.87%) Puppet
5 18 (6.74%) Opscode Chef
6 3 (1.12%) Forum Sentry
6 3 (1.12%) Grafana
6 3 (1.12%) Nagios
6 3 (1.12%) Packer
7 2 (0.75%) Failover Clustering
7 2 (0.75%) Kibana
7 2 (0.75%) Mesos
7 2 (0.75%) Nessus
7 2 (0.75%) Rundeck
7 2 (0.75%) SCOM
8 1 (0.37%) HAProxy
8 1 (0.37%) ITRS Geneos
8 1 (0.37%) SELinux
8 1 (0.37%) Tivoli
8 1 (0.37%) vMotion
Vendors
1 90 (33.71%) Oracle
2 84 (31.46%) Google
3 18 (6.74%) Bloomberg
4 16 (5.99%) Splunk
5 12 (4.49%) VMware
6 11 (4.12%) Microsoft
7 10 (3.75%) Databricks
7 10 (3.75%) Red Hat
8 9 (3.37%) IBM
9 4 (1.50%) Cisco
9 4 (1.50%) LogicMonitor
9 4 (1.50%) SaltStack
9 4 (1.50%) SAP
9 4 (1.50%) Sybase
10 3 (1.12%) Confluent
11 2 (0.75%) Dell
11 2 (0.75%) EMC
11 2 (0.75%) EqualLogic
11 2 (0.75%) HP
11 2 (0.75%) New Relic