Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 18 January 2021

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 18 January 2021 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
18 Jan 2021		 Same period 2020 Same period 2019
Rank 164 266 192
Rank change year-on-year +102 -74 -21
Contract jobs citing Apache 279 283 691
As % of all contract jobs advertised in London 1.60% 0.94% 1.55%
As % of the Application Platforms category 10.93% 6.32% 9.17%
Number of daily rates quoted 219 218 511
Median daily rate £550 £573 £575
Median daily rate % change year-on-year -3.93% -0.43% +9.52%
10th Percentile £424 £400 £406
90th Percentile £800 £688 £700
England median daily rate £525 £540 £525
% change year-on-year -2.78% +2.86% +5.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
England median hourly rate £49.00 £14.00 £44.58
% change year-on-year +250.00% -68.59% +57.80%

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 2,553 4,480 7,532
As % of all contract IT jobs advertised in London 14.65% 14.91% 16.93%
Number of daily rates quoted 1,794 3,201 5,381
Median daily rate £500 £500 £500
10th Percentile £300 £275 £304
90th Percentile £697 £675 £675
England median daily rate £473 £450 £475
% change year-on-year +5.00% -5.26% +5.56%
Number of hourly rates quoted 20 46 54
Median hourly rate £36.25 £21.88 £23.50
Median hourly rate % change year-on-year +65.71% -6.91% +17.50%
10th Percentile £20.93 £15.00 £13.00
90th Percentile £57.33 £49.31 £37.63
Median hourly rate £25.50 £19.00 £18.76
% change year-on-year +34.21% +1.28% -2.77%

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 18 January 2021.

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 18 January 2021. 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 +74 20 £563 +4.65% 35
West London +39 9 £513 -6.82% 4
North London - 3 - -
South London +22 1 - - 1
Apache
England

For the 6 months to 18 January 2021, 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.

1 183 (65.59%) Java
2 169 (60.57%) Python
3 155 (55.56%) AWS
4 142 (50.90%) Finance
5 115 (41.22%) Software Engineering
6 114 (40.86%) SQL
7 110 (39.43%) Web Services
8 104 (37.28%) Asset Management
9 101 (36.20%) Agile Software Development
10 99 (35.48%) JavaScript
11 98 (35.13%) Docker
12 93 (33.33%) Apache Spark
12 93 (33.33%) Kubernetes
13 82 (29.39%) gRPC
14 78 (27.96%) Microservices
15 77 (27.60%) Jenkins
16 73 (26.16%) Investment Management
16 73 (26.16%) Serverless
17 71 (25.45%) Oracle
18 70 (25.09%) React
19 68 (24.37%) DevOps
19 68 (24.37%) Kotlin
20 64 (22.94%) Banking
20 64 (22.94%) Front Office
21 63 (22.58%) Scala
21 63 (22.58%) AWS Lambda
22 61 (21.86%) Apache Ignite
22 61 (21.86%) Fixed Income
23 59 (21.15%) Derivative
23 59 (21.15%) Azure

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 93 (33.33%) Apache Spark
2 30 (10.75%) Tomcat
3 26 (9.32%) Apache Airflow
4 21 (7.53%) JBoss
4 21 (7.53%) Red Hat Fuse
5 16 (5.73%) WebSphere
6 15 (5.38%) nginx
7 14 (5.02%) IIS
8 8 (2.87%) WebSphere Application Server
9 7 (2.51%) Apache Pig
10 6 (2.15%) Appian
10 6 (2.15%) Confluence
10 6 (2.15%) Elasticsearch
11 5 (1.79%) Oracle SOA Suite
11 5 (1.79%) WebLogic
12 3 (1.08%) OpenStack
12 3 (1.08%) Oracle Coherence
12 3 (1.08%) Oracle HTTP Server
13 2 (0.72%) Adobe Experience Manager
13 2 (0.72%) Jetty
Applications
1 2 (0.72%) Microsoft Excel
2 1 (0.36%) Spreadsheet
Business Applications
1 1 (0.36%) Oracle BPM
1 1 (0.36%) Oracle EBS
Cloud Services
1 155 (55.56%) AWS
2 73 (26.16%) Serverless
3 63 (22.58%) AWS Lambda
4 59 (21.15%) Azure
5 54 (19.35%) GCP
6 46 (16.49%) Amazon ECS
7 36 (12.90%) Apigee
8 28 (10.04%) Amazon EC2
9 27 (9.68%) Amazon S3
10 18 (6.45%) Cloud Computing
11 11 (3.94%) GitHub
12 5 (1.79%) AWS CloudFormation
12 5 (1.79%) IaaS
13 3 (1.08%) Amazon EKS
13 3 (1.08%) Azure Data Factory
13 3 (1.08%) Power Platform
14 2 (0.72%) Amazon EMR
14 2 (0.72%) Amazon Kinesis
14 2 (0.72%) AWS Elastic Beanstalk
14 2 (0.72%) Logic Apps
Communications & Networking
1 21 (7.53%) HTTP
2 18 (6.45%) DNS
3 11 (3.94%) DHCP
4 9 (3.23%) FTP
5 8 (2.87%) TCP/IP
6 7 (2.51%) Firewall
6 7 (2.51%) SSL
7 5 (1.79%) SMTP
8 4 (1.43%) SAN
8 4 (1.43%) SSH
9 2 (0.72%) BIG-IP
9 2 (0.72%) IPsec
9 2 (0.72%) iSCSI
9 2 (0.72%) NAS
9 2 (0.72%) Reverse Proxy
10 1 (0.36%) HTTPS
10 1 (0.36%) Internet
10 1 (0.36%) Network Security
10 1 (0.36%) VLAN
10 1 (0.36%) Wireless
Database & Business Intelligence
1 61 (21.86%) Apache Ignite
2 58 (20.79%) MySQL
3 49 (17.56%) SQL Server
4 47 (16.85%) PostgreSQL
5 44 (15.77%) Amazon Redshift
6 38 (13.62%) Amazon DynamoDB
7 29 (10.39%) Big Data
8 27 (9.68%) Hadoop
9 24 (8.60%) Data Warehouse
10 23 (8.24%) Relational Database
11 20 (7.17%) Apache Hive
12 14 (5.02%) Amazon RDS
13 13 (4.66%) BigQuery
13 13 (4.66%) NoSQL
14 12 (4.30%) Impala
15 11 (3.94%) Data Lake
15 11 (3.94%) MongoDB
16 5 (1.79%) Apache Cassandra
16 5 (1.79%) Cloud Spanner
16 5 (1.79%) Spark SQL
Development Applications
1 77 (27.60%) Jenkins
2 40 (14.34%) Artifactory
3 39 (13.98%) Git (software)
4 37 (13.26%) GitLab
5 14 (5.02%) Maven
6 11 (3.94%) Cypress.io
7 10 (3.58%) JIRA
7 10 (3.58%) TeamCity
7 10 (3.58%) webpack
8 9 (3.23%) Subversion
9 8 (2.87%) Bitbucket
10 7 (2.51%) SonarQube
11 6 (2.15%) JUnit
12 5 (1.79%) Gradle
13 4 (1.43%) Selenium
14 3 (1.08%) Eclipse
14 3 (1.08%) IntelliJ
15 2 (0.72%) Atlassian Bamboo
15 2 (0.72%) RStudio
15 2 (0.72%) Vagrant
General
1 142 (50.90%) Finance
2 64 (22.94%) Banking
2 64 (22.94%) Front Office
3 12 (4.30%) Back Office
4 10 (3.58%) Marketing
5 8 (2.87%) Games
6 7 (2.51%) Public Sector
7 4 (1.43%) Investment Banking
8 3 (1.08%) Electronics
8 3 (1.08%) Telecoms
9 2 (0.72%) Retail Banking
10 1 (0.36%) Financial Institution
10 1 (0.36%) Law
10 1 (0.36%) Pharmaceutical
10 1 (0.36%) Retail
Job Titles
1 149 (53.41%) Developer
2 98 (35.13%) Software Engineer
3 83 (29.75%) Developer/Software Engineer
4 52 (18.64%) Java Developer
5 42 (15.05%) Python Developer
5 42 (15.05%) Python Engineer
6 40 (14.34%) Java Engineer
7 36 (12.90%) AWS Engineer
7 36 (12.90%) Java Software Engineer
8 35 (12.54%) Architect
9 33 (11.83%) Java Software Developer
10 32 (11.47%) Python Software Engineer
11 30 (10.75%) Data Engineer
12 27 (9.68%) AWS Developer
13 25 (8.96%) AWS Software Engineer
14 24 (8.60%) SQL Developer
15 23 (8.24%) Solutions Architect
16 21 (7.53%) Java Architect
17 20 (7.17%) Java Solutions Architect
17 20 (7.17%) Software Developer
Libraries, Frameworks & Software Standards
1 110 (39.43%) Web Services
2 82 (29.39%) gRPC
3 70 (25.09%) React
4 49 (17.56%) Node.js
5 46 (16.49%) AngularJS
6 43 (15.41%) REST
7 40 (14.34%) Spring
8 39 (13.98%) HTML
9 38 (13.62%) OAuth
10 36 (12.90%) Protocol Buffers
10 36 (12.90%) Swagger
11 27 (9.68%) jQuery
11 27 (9.68%) Kafka
12 26 (9.32%) Ajax
13 25 (8.96%) Apache Camel
14 23 (8.24%) J2EE
14 23 (8.24%) OSGi
14 23 (8.24%) Vue.js
15 22 (7.89%) HTML5
15 22 (7.89%) Middleware
Miscellaneous
1 61 (21.86%) Fixed Income
2 59 (21.15%) Derivative
3 58 (20.79%) Equities
3 58 (20.79%) Hedge funds
4 30 (10.75%) Greenfield Project
5 25 (8.96%) Analytical Skills
6 23 (8.24%) Foreign Exchange (FX)
7 18 (6.45%) Clustering
7 18 (6.45%) Enterprise Software
8 13 (4.66%) User Experience
9 5 (1.79%) Algorithms
10 4 (1.43%) Cloud Native
10 4 (1.43%) Data Centre
11 3 (1.08%) Linux Command Line
11 3 (1.08%) Management Information System
11 3 (1.08%) Mobile App
11 3 (1.08%) Web 2.0
12 2 (0.72%) Device Driver
12 2 (0.72%) Market Risk
12 2 (0.72%) Replication
Operating Systems
1 54 (19.35%) Linux
2 19 (6.81%) Windows
3 17 (6.09%) Unix
4 7 (2.51%) Red Hat Enterprise Linux
5 5 (1.79%) Ubuntu
6 4 (1.43%) CentOS
7 3 (1.08%) VMS
7 3 (1.08%) Windows Server
7 3 (1.08%) Windows Server 2016
8 1 (0.36%) Apple iOS
8 1 (0.36%) Debian
8 1 (0.36%) Mac OS X
8 1 (0.36%) Oracle Linux
8 1 (0.36%) Windows Server 2008
8 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 115 (41.22%) Software Engineering
2 104 (37.28%) Asset Management
3 101 (36.20%) Agile Software Development
4 78 (27.96%) Microservices
5 73 (26.16%) Investment Management
6 68 (24.37%) DevOps
7 37 (13.26%) Performance Attribution
8 31 (11.11%) Open Source
9 29 (10.39%) Continuous Integration
10 27 (9.68%) Problem-Solving
10 27 (9.68%) Scrum
11 24 (8.60%) Test Automation
12 23 (8.24%) Data Modelling
12 23 (8.24%) Web Development
13 21 (7.53%) Performance Tuning
13 21 (7.53%) Unit Testing
14 20 (7.17%) SDLC
15 19 (6.81%) Analytics
16 18 (6.45%) High Availability
16 18 (6.45%) Scalability Testing
Programming Languages
1 183 (65.59%) Java
2 169 (60.57%) Python
3 114 (40.86%) SQL
4 99 (35.48%) JavaScript
5 68 (24.37%) Kotlin
6 63 (22.58%) Scala
7 24 (8.60%) TypeScript
8 22 (7.89%) Clojure
9 21 (7.53%) Java 8
10 19 (6.81%) C++
11 18 (6.45%) C#
12 13 (4.66%) PowerShell
13 11 (3.94%) Perl
14 9 (3.23%) Bash Shell
15 8 (2.87%) Ruby
16 5 (1.79%) PL/SQL
16 5 (1.79%) Shell Script
17 4 (1.43%) C
17 4 (1.43%) PHP
17 4 (1.43%) R
Qualifications
1 20 (7.17%) Degree
2 17 (6.09%) Security Cleared
3 15 (5.38%) Computer Science Degree
3 15 (5.38%) SC Cleared
4 12 (4.30%) Sun Certification
5 11 (3.94%) Master's Degree
6 10 (3.58%) DV Cleared
7 6 (2.15%) AWS Certification
8 2 (0.72%) CCNA
8 2 (0.72%) Cisco Certification
8 2 (0.72%) Network+ Certification
8 2 (0.72%) Numerate Degree
9 1 (0.36%) CISSP
9 1 (0.36%) RHCE
9 1 (0.36%) RHCSA
Quality Assurance & Compliance
1 16 (5.73%) QA
2 6 (2.15%) MiFID
3 3 (1.08%) Data Quality
3 3 (1.08%) SLA
4 2 (0.72%) GDPR
5 1 (0.36%) Cyber Essentials
5 1 (0.36%) HIPAA
5 1 (0.36%) ISO/IEC 27001
System Software
1 98 (35.13%) Docker
2 10 (3.58%) VMware Infrastructure
3 8 (2.87%) Active Directory
4 4 (1.43%) HDFS
4 4 (1.43%) Xen
5 3 (1.08%) vSphere
6 2 (0.72%) Apache Flume
6 2 (0.72%) GridGain
6 2 (0.72%) Hyper-V
6 2 (0.72%) KVM
6 2 (0.72%) OCFS2
6 2 (0.72%) Oracle RAC
6 2 (0.72%) Postfix
6 2 (0.72%) qmail
6 2 (0.72%) Sendmail
6 2 (0.72%) Varnish
6 2 (0.72%) Veritas Cluster Server
6 2 (0.72%) Veritas Volume Manager
6 2 (0.72%) VirtualBox
6 2 (0.72%) VMware ESXi
Systems Management
1 93 (33.33%) Kubernetes
2 52 (18.64%) Terraform
3 18 (6.45%) Ansible
4 14 (5.02%) Puppet
5 7 (2.51%) Opscode Chef
6 4 (1.43%) Grafana
7 3 (1.08%) Consul
7 3 (1.08%) Forum Sentry
7 3 (1.08%) HAProxy
7 3 (1.08%) Kibana
7 3 (1.08%) Packer
7 3 (1.08%) SELinux
8 2 (0.72%) Failover Clustering
8 2 (0.72%) FreeIPA
8 2 (0.72%) Mesos
8 2 (0.72%) Nessus
8 2 (0.72%) Prometheus
8 2 (0.72%) Rundeck
8 2 (0.72%) vRealize
9 1 (0.36%) Docker Swarm
Vendors
1 71 (25.45%) Oracle
2 48 (17.20%) Google
3 36 (12.90%) Bloomberg
4 14 (5.02%) Red Hat
4 14 (5.02%) VMware
5 12 (4.30%) Databricks
6 8 (2.87%) Microsoft
7 7 (2.51%) Splunk
8 4 (1.43%) Cloudera
8 4 (1.43%) Confluent
8 4 (1.43%) IBM
9 3 (1.08%) Hortonworks
9 3 (1.08%) SAP
9 3 (1.08%) Talend
9 3 (1.08%) webMethods
10 2 (0.72%) Adobe
10 2 (0.72%) Cisco
10 2 (0.72%) F5
10 2 (0.72%) HP
10 2 (0.72%) McAfee