Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 7 August 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 7 August 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
7 Aug 2020		 Same period 2019 Same period 2018
Rank 177 186 184
Rank change year-on-year +9 -2 -21
Contract jobs citing Apache 215 594 708
As % of all contract jobs advertised in London 1.41% 1.48% 1.55%
As % of the Application Platforms category 9.41% 9.37% 8.88%
Number of daily rates quoted 172 422 534
Median daily rate £550 £525 £550
Median daily rate % change year-on-year +4.76% -4.55% +5.77%
10th Percentile £413 £413 £406
90th Percentile £750 £663 £700
England median daily rate £525 £500 £500
% change year-on-year +4.95% +0.05% +2.04%
Number of hourly rates quoted 2 1 1
Median hourly rate £32.50 £35.00 £15.50
Median hourly rate % change year-on-year -7.14% +125.81% -61.25%
10th Percentile £27.30 £35.00 £15.25
90th Percentile £37.30 £35.00 £15.75
England median hourly rate £34.00 £40.00 £22.75
% change year-on-year -15.00% +75.82% -43.13%

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 2,286 6,339 7,972
As % of all contract IT jobs advertised in London 14.96% 15.83% 17.40%
Number of daily rates quoted 1,454 4,359 5,637
Median daily rate £500 £513 £500
Median daily rate % change year-on-year -2.44% +2.50% +5.26%
10th Percentile £315 £306 £300
90th Percentile £713 £675 £650
England median daily rate £475 £475 £450
% change year-on-year - +5.50% +0.06%
Number of hourly rates quoted 31 55 92
Median hourly rate £35.00 £24.00 £21.50
Median hourly rate % change year-on-year +45.83% +11.63% +13.16%
10th Percentile £21.50 £15.40 £14.00
90th Percentile £57.50 £53.25 £57.50
Median hourly rate £25.15 £20.50 £21.25
% change year-on-year +22.68% -3.53% +8.09%

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 7 August 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 7 August 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 +19 28 £500 -4.76% 11
South London +44 6 £450 -5.21% 1
North London +16 5 - - 1
West London +39 4 £545 -5.22% 5
East London +30 4 £498 -10.76% 5
Apache
England

For the 6 months to 7 August 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.

1 121 (56.28%) Java
2 118 (54.88%) Python
3 106 (49.30%) SQL
4 98 (45.58%) AWS
5 97 (45.12%) Web Services
6 92 (42.79%) DevOps
7 91 (42.33%) MySQL
8 90 (41.86%) SQL Server
9 88 (40.93%) Kubernetes
9 88 (40.93%) Azure
10 83 (38.60%) Finance
11 80 (37.21%) Banking
11 80 (37.21%) Oracle
12 77 (35.81%) Jenkins
13 76 (35.35%) Docker
14 74 (34.42%) PostgreSQL
15 73 (33.95%) GCP
16 71 (33.02%) Microservices
17 70 (32.56%) Google
18 66 (30.70%) Asset Management
18 66 (30.70%) Amazon Redshift
19 64 (29.77%) Serverless
20 63 (29.30%) Amazon ECS
20 63 (29.30%) AWS Lambda
21 62 (28.84%) gRPC
21 62 (28.84%) Investment Management
21 62 (28.84%) Hedge funds
22 59 (27.44%) Agile Software Development
23 53 (24.65%) Software Engineering
24 51 (23.72%) Tomcat

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 51 (23.72%) Tomcat
2 48 (22.33%) Apache Spark
3 17 (7.91%) Apache Airflow
4 15 (6.98%) WebSphere
5 13 (6.05%) Oracle SOA Suite
6 12 (5.58%) WebLogic
7 11 (5.12%) Apache Solr
7 11 (5.12%) JBoss
8 10 (4.65%) WebSphere Application Server
9 8 (3.72%) Apache Pig
9 8 (3.72%) nginx
10 7 (3.26%) IIS
11 6 (2.79%) Confluence
11 6 (2.79%) IBM HTTP Server
12 5 (2.33%) Appian
12 5 (2.33%) Elasticsearch
12 5 (2.33%) SharePoint
13 3 (1.40%) Oracle HTTP Server
13 3 (1.40%) Oracle Workflow
13 3 (1.40%) Red Hat Fuse
Applications
1 2 (0.93%) Microsoft Excel
2 1 (0.47%) Microsoft Office
2 1 (0.47%) Microsoft PowerPoint
2 1 (0.47%) MS Visio
Business Applications
1 8 (3.72%) Oracle ERP
2 3 (1.40%) Oracle EBS
Cloud Services
1 98 (45.58%) AWS
2 88 (40.93%) Azure
3 73 (33.95%) GCP
4 64 (29.77%) Serverless
5 63 (29.30%) Amazon ECS
5 63 (29.30%) AWS Lambda
6 47 (21.86%) Apigee
7 24 (11.16%) SaaS
8 9 (4.19%) PaaS
9 5 (2.33%) GitHub
10 4 (1.86%) Amazon EC2
10 4 (1.86%) IaaS
11 3 (1.40%) Amazon S3
11 3 (1.40%) AWS CloudFormation
11 3 (1.40%) OpenShift
12 2 (0.93%) Amazon CloudWatch
12 2 (0.93%) Amazon EKS
12 2 (0.93%) Azure Active Directory
12 2 (0.93%) Mimecast
12 2 (0.93%) OneDrive
Communications & Networking
1 33 (15.35%) HTTP
2 26 (12.09%) DNS
3 17 (7.91%) SSL
4 9 (4.19%) Firewall
5 8 (3.72%) Kerberos
5 8 (3.72%) TCP/IP
6 7 (3.26%) DHCP
7 6 (2.79%) Internet
7 6 (2.79%) VLAN
8 5 (2.33%) SNMP
8 5 (2.33%) Wi-Fi
8 5 (2.33%) Wireless
9 4 (1.86%) 2G
9 4 (1.86%) 3G
9 4 (1.86%) 4G
9 4 (1.86%) HTTPS
9 4 (1.86%) SAN
9 4 (1.86%) SSH
9 4 (1.86%) VPN
10 3 (1.40%) Skype
Database & Business Intelligence
1 91 (42.33%) MySQL
2 90 (41.86%) SQL Server
3 74 (34.42%) PostgreSQL
4 66 (30.70%) Amazon Redshift
5 38 (17.67%) Big Data
6 32 (14.88%) Data Warehouse
7 24 (11.16%) Hadoop
8 14 (6.51%) SQL Server 2016
9 13 (6.05%) NoSQL
10 10 (4.65%) Apache Cassandra
10 10 (4.65%) Apache Hive
10 10 (4.65%) Impala
10 10 (4.65%) MongoDB
11 7 (3.26%) BigQuery
11 7 (3.26%) HBase
12 6 (2.79%) Triplestore
13 5 (2.33%) Flink
13 5 (2.33%) Oracle ODI
14 4 (1.86%) MariaDB
14 4 (1.86%) Sybase ASE
Development Applications
1 77 (35.81%) Jenkins
2 50 (23.26%) Artifactory
3 49 (22.79%) GitLab
4 36 (16.74%) Git (software)
5 14 (6.51%) SoapUI
6 13 (6.05%) TeamCity
7 12 (5.58%) Maven
7 12 (5.58%) Postman
7 12 (5.58%) Subversion
8 10 (4.65%) Bitbucket
9 7 (3.26%) JIRA
10 4 (1.86%) JUnit
11 3 (1.40%) Mockito
12 2 (0.93%) ClearCase
12 2 (0.93%) Eclipse
12 2 (0.93%) SonarQube
12 2 (0.93%) Vagrant
13 1 (0.47%) Atlassian Bamboo
13 1 (0.47%) jMock
13 1 (0.47%) Selenium
General
1 83 (38.60%) Finance
2 80 (37.21%) Banking
3 32 (14.88%) Back Office
4 14 (6.51%) Public Sector
5 8 (3.72%) Investment Banking
6 7 (3.26%) Retail
7 6 (2.79%) Front Office
7 6 (2.79%) Publishing
8 5 (2.33%) Legal
8 5 (2.33%) Pharmaceutical
9 4 (1.86%) Marketing
9 4 (1.86%) Telecoms
10 3 (1.40%) Electronics
10 3 (1.40%) Games
11 1 (0.47%) International Banking
11 1 (0.47%) Law
Job Titles
1 73 (33.95%) Developer
2 38 (17.67%) Java Developer
3 34 (15.81%) Software Engineer
4 31 (14.42%) SQL Developer
5 29 (13.49%) Architect
5 29 (13.49%) Data Engineer
5 29 (13.49%) Java Engineer
6 27 (12.56%) Developer/Software Engineer
6 27 (12.56%) Java Software Developer
6 27 (12.56%) Java Software Engineer
7 24 (11.16%) Data Architect
8 22 (10.23%) Solutions Architect
9 21 (9.77%) AWS Engineer
10 20 (9.30%) Cloud Architect
10 20 (9.30%) Cloud Solutions Architect
10 20 (9.30%) Java Architect
10 20 (9.30%) Java Solutions Architect
11 19 (8.84%) AWS Developer
12 18 (8.37%) AWS Architect
12 18 (8.37%) AWS Software Engineer
Libraries, Frameworks & Software Standards
1 97 (45.12%) Web Services
2 62 (28.84%) gRPC
3 47 (21.86%) OAuth
3 47 (21.86%) Swagger
4 32 (14.88%) REST
5 27 (12.56%) HTML
6 24 (11.16%) CSS
6 24 (11.16%) JSON
7 20 (9.30%) SOAP
7 20 (9.30%) Spring
7 20 (9.30%) XML
8 15 (6.98%) LAMP
8 15 (6.98%) Middleware
9 14 (6.51%) PySpark
10 13 (6.05%) Kafka
11 12 (5.58%) .NET
11 12 (5.58%) LDAP
11 12 (5.58%) Oracle Fusion
12 11 (5.12%) RabbitMQ
12 11 (5.12%) XSLT
Miscellaneous
1 62 (28.84%) Hedge funds
2 27 (12.56%) Greenfield Project
3 12 (5.58%) Analytical Skills
4 10 (4.65%) Management Information System
5 6 (2.79%) DataPower
5 6 (2.79%) Public Cloud
5 6 (2.79%) Taxonomies
6 5 (2.33%) Life Science
6 5 (2.33%) Self-Motivation
7 4 (1.86%) Cloud Native
7 4 (1.86%) Clustering
7 4 (1.86%) Credit Risk
7 4 (1.86%) Data Centre
7 4 (1.86%) Market Risk
8 3 (1.40%) Enterprise Software
8 3 (1.40%) Linux Command Line
8 3 (1.40%) Virtual Team
9 2 (0.93%) Analytical Mindset
9 2 (0.93%) EMC VNX
9 2 (0.93%) Social Media
Operating Systems
1 49 (22.79%) Linux
2 34 (15.81%) Windows
3 17 (7.91%) Windows Server 2016
4 15 (6.98%) Windows Server
5 13 (6.05%) Unix
6 5 (2.33%) Red Hat Enterprise Linux
7 3 (1.40%) Debian
7 3 (1.40%) Ubuntu
7 3 (1.40%) Windows 10
7 3 (1.40%) Windows Server 2008
7 3 (1.40%) Windows Server 2012
8 2 (0.93%) CentOS
9 1 (0.47%) SUSE
Processes & Methodologies
1 92 (42.79%) DevOps
2 71 (33.02%) Microservices
3 66 (30.70%) Asset Management
4 62 (28.84%) Investment Management
5 59 (27.44%) Agile Software Development
6 53 (24.65%) Software Engineering
7 40 (18.60%) Mentoring
8 31 (14.42%) Technology Roadmap
9 27 (12.56%) Data Science
10 21 (9.77%) Cybersecurity
11 20 (9.30%) ITIL
11 20 (9.30%) Performance Tuning
12 18 (8.37%) Problem-Solving
13 17 (7.91%) SOA
14 16 (7.44%) Deployment Automation
14 16 (7.44%) Scrum
15 15 (6.98%) Performance Management
15 15 (6.98%) Technical Architecture
15 15 (6.98%) Unit Testing
16 13 (6.05%) Migration
Programming Languages
1 121 (56.28%) Java
2 118 (54.88%) Python
3 106 (49.30%) SQL
4 28 (13.02%) JavaScript
5 19 (8.84%) PowerShell
6 13 (6.05%) Bash Shell
6 13 (6.05%) Scala
7 11 (5.12%) PL/SQL
8 10 (4.65%) C#
9 9 (4.19%) C
9 9 (4.19%) Ruby
9 9 (4.19%) Shell Script
10 6 (2.79%) PHP
10 6 (2.79%) SPARQL
10 6 (2.79%) TypeScript
11 5 (2.33%) Perl
11 5 (2.33%) R
11 5 (2.33%) T-SQL
12 4 (1.86%) C++
12 4 (1.86%) Go
Qualifications
1 21 (9.77%) Security Cleared
2 20 (9.30%) SC Cleared
3 18 (8.37%) Sun Certification
4 7 (3.26%) Degree
5 5 (2.33%) DV Cleared
6 4 (1.86%) Computer Science Degree
7 3 (1.40%) CCNA
7 3 (1.40%) Cisco Certification
8 2 (0.93%) AWS Certification
9 1 (0.47%) BPSS Clearance
9 1 (0.47%) Master's Degree
9 1 (0.47%) Microsoft Certification
9 1 (0.47%) PhD
Quality Assurance & Compliance
1 15 (6.98%) Cyber Essentials
2 14 (6.51%) GDPR
2 14 (6.51%) HIPAA
2 14 (6.51%) ISO/IEC 27001
3 9 (4.19%) SLA
4 3 (1.40%) QA
5 2 (0.93%) Data Quality
6 1 (0.47%) Cyber Essentials PLUS
6 1 (0.47%) Disclosure Scotland
6 1 (0.47%) NCSC
System Software
1 76 (35.35%) Docker
2 18 (8.37%) Active Directory
3 5 (2.33%) VMware Infrastructure
4 4 (1.86%) Squid
4 4 (1.86%) VMware ESXi
5 3 (1.40%) Virtual Servers
6 2 (0.93%) DFS Replication
6 2 (0.93%) Hyper-V
6 2 (0.93%) VirtualBox
6 2 (0.93%) vSphere
6 2 (0.93%) XenApp
7 1 (0.47%) HDFS
7 1 (0.47%) IAG
7 1 (0.47%) iptables
7 1 (0.47%) NFS
7 1 (0.47%) OpenIDM
Systems Management
1 88 (40.93%) Kubernetes
2 29 (13.49%) Ansible
3 23 (10.70%) Opscode Chef
4 20 (9.30%) Puppet
5 16 (7.44%) Terraform
6 4 (1.86%) Grafana
7 3 (1.40%) Forum Sentry
7 3 (1.40%) Nagios
7 3 (1.40%) vMotion
8 2 (0.93%) Backup Exec
8 2 (0.93%) Failover Clustering
8 2 (0.93%) Microsoft Clustering
8 2 (0.93%) Microsoft Intune
8 2 (0.93%) Nessus
8 2 (0.93%) Packer
8 2 (0.93%) SCOM
9 1 (0.47%) Kibana
9 1 (0.47%) logstash
9 1 (0.47%) Oozie
9 1 (0.47%) SELinux
Vendors
1 80 (37.21%) Oracle
2 70 (32.56%) Google
3 22 (10.23%) Microsoft
4 17 (7.91%) Splunk
5 13 (6.05%) IBM
6 7 (3.26%) Sybase
6 7 (3.26%) VMware
7 6 (2.79%) LogicMonitor
8 5 (2.33%) Databricks
8 5 (2.33%) Tableau
9 4 (1.86%) Cisco
9 4 (1.86%) MapR
9 4 (1.86%) NetApp
9 4 (1.86%) Red Hat
9 4 (1.86%) SaltStack
9 4 (1.86%) SAP
10 3 (1.40%) Birst
10 3 (1.40%) Confluent
11 2 (0.93%) EqualLogic
11 2 (0.93%) ServiceNow