Period
to 23 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Apache skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache over the 6 months to 23 January 2019 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
South East > Berkshire
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 144 121 126
Rank change year-on-year -23 +5 -11
Permanent jobs citing Apache 110 147 182
As % of all permanent IT jobs advertised in Berkshire 1.93% 2.23% 2.33%
As % of the Application Platforms category 10.99% 12.86% 12.38%
Number of salaries quoted 62 101 168
Berkshire median annual salary £52,500 £42,500 £55,000
Median salary % change year-on-year +23.53% -22.73% +10.00%
10th Percentile £33,875 £27,500 £32,500
90th Percentile £68,400 £77,500 £67,500
South East median annual salary £50,000 £42,000 £47,500
% change year-on-year +19.05% -11.58% +9.20%

Apache is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Berkshire with a requirement for application platform skills.

All Application Platform Skills
Berkshire
Permanent vacancies with a requirement for application platform skills 1,001 1,143 1,470
As % of all permanent IT jobs advertised in Berkshire 17.52% 17.34% 18.82%
Number of salaries quoted 782 973 1,256
Berkshire median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +5.26%
10th Percentile £31,000 £28,000 £29,750
90th Percentile £75,000 £72,500 £71,250
South East median annual salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -5.56% +5.88%

Apache
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Apache in Berkshire

Apache
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache in Berkshire.

Salary trend for Apache in Berkshire

Apache
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Apache in Berkshire over the 6 months to 23 January 2019.

Salary histogram for Apache in Berkshire

Apache
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the Berkshire region over the 6 months to 23 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Slough +11 63 £60,000 +50.00% 1
Reading +3 30 £50,000 +11.11% 4
Newbury -28 7 £32,500 -25.71% 5
Maidenhead -34 4 £45,000 +50.00% 2
Wokingham +17 3 £47,500 - 1
Bracknell -16 1 £35,000 -24.73% 1
Apache
South East

For the 6 months to 23 January 2019, IT 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 permanent job ads across the Berkshire region with a requirement for Apache.

1 74 (67.27%) Python
2 70 (63.64%) SQL
3 64 (58.18%) Microsoft Azure
4 57 (51.82%) Apache Spark
5 52 (47.27%) Linux
6 51 (46.36%) Telecoms
6 51 (46.36%) Kafka
7 49 (44.55%) Business Intelligence
8 48 (43.64%) Degree
9 47 (42.73%) Retail
9 47 (42.73%) Finance
9 47 (42.73%) Data Science
10 46 (41.82%) Analytics
10 46 (41.82%) Algorithms
11 45 (40.91%) Power BI
11 45 (40.91%) Big Data
11 45 (40.91%) SAP
11 45 (40.91%) Hadoop
12 44 (40.00%) Artificial Intelligence
12 44 (40.00%) Hadoop YARN
13 42 (38.18%) Apache Hive
13 42 (38.18%) Data Modelling
14 41 (37.27%) SAS
14 41 (37.27%) Data Security
14 41 (37.27%) Econometrics
14 41 (37.27%) Visualisation
14 41 (37.27%) Text Mining
14 41 (37.27%) Mathematics
14 41 (37.27%) Statistics
14 41 (37.27%) Operations Research

Apache
Co-occurring IT Skills in Berkshire 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 57 (51.82%) Apache Spark
2 41 (37.27%) SAS
3 21 (19.09%) IIS
4 16 (14.55%) nginx
5 9 (8.18%) Tomcat
6 5 (4.55%) OpenStack
6 5 (4.55%) WordPress
7 4 (3.64%) CMS
8 3 (2.73%) JBoss
8 3 (2.73%) Skype for Business
8 3 (2.73%) WebLogic
9 2 (1.82%) Apache Solr
9 2 (1.82%) Cloud Foundry
9 2 (1.82%) Drupal
9 2 (1.82%) Elasticsearch
9 2 (1.82%) EPiServer
9 2 (1.82%) Traffic Server
9 2 (1.82%) Umbraco
9 2 (1.82%) WebLogic Portal
10 1 (0.91%) Liferay
Applications
1 4 (3.64%) Photoshop
Business Applications
1 3 (2.73%) Magento
Cloud Services
1 64 (58.18%) Microsoft Azure
2 28 (25.45%) Amazon AWS
3 14 (12.73%) Office 365
4 10 (9.09%) GitHub
5 7 (6.36%) SaaS
6 4 (3.64%) Data Lake Analytics
6 4 (3.64%) Google Cloud Platform
7 2 (1.82%) Google Analytics
7 2 (1.82%) npm
8 1 (0.91%) Amazon EC2
8 1 (0.91%) Amazon S3
8 1 (0.91%) Amazon SQS
8 1 (0.91%) AWS CloudFormation
Communications & Networking
1 18 (16.36%) DNS
2 17 (15.45%) Firewall
3 14 (12.73%) LAN
3 14 (12.73%) WAN
4 13 (11.82%) TCP/IP
5 6 (5.45%) SAN
5 6 (5.45%) VPN
6 5 (4.55%) Software-Defined Networking
7 4 (3.64%) DHCP
7 4 (3.64%) VoIP
8 3 (2.73%) Skype
9 2 (1.82%) HTTP
9 2 (1.82%) HTTPS
9 2 (1.82%) SSH
9 2 (1.82%) SSL
9 2 (1.82%) Wireshark
10 1 (0.91%) FTP
10 1 (0.91%) Internet
10 1 (0.91%) SNMP
10 1 (0.91%) Wireless
Database & Business Intelligence
1 45 (40.91%) Big Data
1 45 (40.91%) Hadoop
1 45 (40.91%) Power BI
2 42 (38.18%) Apache Hive
3 41 (37.27%) SAP HANA
3 41 (37.27%) Text Mining
4 18 (16.36%) MySQL
5 14 (12.73%) SQL Server
6 6 (5.45%) Data Mining
7 5 (4.55%) Data Lake
7 5 (4.55%) MongoDB
7 5 (4.55%) Relational Database
8 4 (3.64%) PostgreSQL
8 4 (3.64%) SQL Server Integration Services
9 3 (2.73%) NoSQL
9 3 (2.73%) Parquet
10 2 (1.82%) Adabas
10 2 (1.82%) HBase
10 2 (1.82%) Oracle Database
10 2 (1.82%) Redis
Development Applications
1 14 (12.73%) Git (software)
2 9 (8.18%) Jenkins
3 7 (6.36%) gulp
3 7 (6.36%) webpack
4 6 (5.45%) JIRA
4 6 (5.45%) Visual Studio
5 5 (4.55%) Babel
5 5 (4.55%) Bitbucket
6 4 (3.64%) Visual Studio Team System
7 3 (2.73%) Gradle
8 2 (1.82%) Cucumber
8 2 (1.82%) GitLab
8 2 (1.82%) Grunt
8 2 (1.82%) Octopus Deploy
8 2 (1.82%) Sonatype Nexus
8 2 (1.82%) Subversion
8 2 (1.82%) Team Foundation Server
8 2 (1.82%) TeamCity
9 1 (0.91%) Selenium
9 1 (0.91%) Visual Composer
General
1 51 (46.36%) Telecoms
2 47 (42.73%) Finance
2 47 (42.73%) Retail
3 5 (4.55%) Aerospace
3 5 (4.55%) Automotive
4 4 (3.64%) Electronics
4 4 (3.64%) Manufacturing
4 4 (3.64%) Marketing
Job Titles
1 46 (41.82%) Data Scientist
2 26 (23.64%) Senior Data Scientist
3 15 (13.64%) Infrastructure Engineer
4 14 (12.73%) Developer
5 12 (10.91%) Senior Infrastructure Engineer
6 10 (9.09%) AWS Engineer
7 9 (8.18%) Linux Engineer
7 9 (8.18%) Support Engineer
8 8 (7.27%) Administrator
8 8 (7.27%) Systems Administrator
9 7 (6.36%) AWS Infrastructure Engineer
10 6 (5.45%) Azure Engineer
10 6 (5.45%) Cloud Engineer
10 6 (5.45%) Junior
10 6 (5.45%) Linux Administrator
11 5 (4.55%) Java Developer
11 5 (4.55%) Linux Systems Administrator
11 5 (4.55%) PHP Developer
11 5 (4.55%) Senior Developer
11 5 (4.55%) Web Developer
Libraries, Frameworks & Software Standards
1 51 (46.36%) Kafka
2 41 (37.27%) D3.js
2 41 (37.27%) ggplot
3 12 (10.91%) JSON
4 11 (10.00%) RabbitMQ
4 11 (10.00%) REST
5 10 (9.09%) AngularJS
5 10 (9.09%) XML
6 8 (7.27%) Laravel
6 8 (7.27%) RESTful
7 7 (6.36%) CSS
7 7 (6.36%) Sass
7 7 (6.36%) Spring
7 7 (6.36%) Vue.js
7 7 (6.36%) Web Services
8 6 (5.45%) HTML
9 5 (4.55%) Ajax
9 5 (4.55%) LAMP
9 5 (4.55%) LDAP
9 5 (4.55%) TensorFlow
Miscellaneous
1 46 (41.82%) Algorithms
2 41 (37.27%) Social Network
3 11 (10.00%) Hybrid Cloud
3 11 (10.00%) Management Information System
4 10 (9.09%) Public Cloud
5 7 (6.36%) Linux Command Line
5 7 (6.36%) User Experience
6 5 (4.55%) Data Centre
6 5 (4.55%) Life Science
6 5 (4.55%) Xbox
7 4 (3.64%) Mobile App
7 4 (3.64%) Private Cloud
8 3 (2.73%) Analytical Skills
9 2 (1.82%) Cloud Native
9 2 (1.82%) Virtual Team
10 1 (0.91%) Data Structures
10 1 (0.91%) Enterprise Software
10 1 (0.91%) Fintech
10 1 (0.91%) Greenfield Project
10 1 (0.91%) Robotics
Operating Systems
1 52 (47.27%) Linux
2 20 (18.18%) Windows
3 18 (16.36%) Windows Server
4 17 (15.45%) CentOS
5 14 (12.73%) Unix
6 4 (3.64%) Red Hat Enterprise Linux
7 3 (2.73%) VMS
8 2 (1.82%) Windows Server 2008
8 2 (1.82%) Windows Server 2012
Processes & Methodologies
1 49 (44.55%) Business Intelligence
2 47 (42.73%) Data Science
3 46 (41.82%) Analytics
4 44 (40.00%) Artificial Intelligence
5 42 (38.18%) Data Modelling
6 41 (37.27%) Data Engineering
6 41 (37.27%) Data Security
6 41 (37.27%) Data Visualisation
6 41 (37.27%) Data-Driven Decision Making
6 41 (37.27%) Decision-Making
6 41 (37.27%) Econometrics
6 41 (37.27%) Mathematics
6 41 (37.27%) Operations Research
6 41 (37.27%) Quantitative Research
6 41 (37.27%) Random Forest
6 41 (37.27%) Statistics
6 41 (37.27%) Visualisation
7 33 (30.00%) DevOps
8 21 (19.09%) Agile Software Development
9 16 (14.55%) Infrastructure Engineering
Programming Languages
1 74 (67.27%) Python
2 70 (63.64%) SQL
3 41 (37.27%) R
4 22 (20.00%) PHP
5 19 (17.27%) Bash Shell
5 19 (17.27%) PowerShell
6 16 (14.55%) Java
7 13 (11.82%) T-SQL
8 11 (10.00%) JavaScript
9 5 (4.55%) C#
9 5 (4.55%) ES6
9 5 (4.55%) Perl
10 4 (3.64%) Shell Script
11 3 (2.73%) Go
11 3 (2.73%) Ruby
12 2 (1.82%) C++
12 2 (1.82%) Natural
12 2 (1.82%) RPG
12 2 (1.82%) RPG IV
13 1 (0.91%) C
Qualifications
1 48 (43.64%) Degree
2 1 (0.91%) SC Cleared
2 1 (0.91%) Security Cleared
Quality Assurance & Compliance
1 7 (6.36%) QA
2 4 (3.64%) ISO/IEC 27001
3 2 (1.82%) GDPR
System Software
1 17 (15.45%) Active Directory
2 16 (14.55%) Hyper-V
3 14 (12.73%) VMware Infrastructure
4 6 (5.45%) Docker
5 5 (4.55%) iptables
6 4 (3.64%) KVM
6 4 (3.64%) Postfix
6 4 (3.64%) VMware ESXi
6 4 (3.64%) Xen
7 3 (2.73%) Apache ZooKeeper
7 3 (2.73%) HDFS
7 3 (2.73%) NFS
7 3 (2.73%) VirtualBox
8 2 (1.82%) Squid
9 1 (0.91%) QEMU
9 1 (0.91%) Varnish
9 1 (0.91%) Virtual Machines
Systems Management
1 44 (40.00%) Hadoop YARN
2 16 (14.55%) Puppet
3 11 (10.00%) Terraform
4 7 (6.36%) Ansible
4 7 (6.36%) Nagios
5 5 (4.55%) Opscode Chef
6 4 (3.64%) Grafana
6 4 (3.64%) Icinga
7 3 (2.73%) Graphite
7 3 (2.73%) Kibana
7 3 (2.73%) Kubernetes
8 1 (0.91%) cPanel
8 1 (0.91%) HAProxy
8 1 (0.91%) Pingdom
8 1 (0.91%) Plesk
8 1 (0.91%) SELinux
8 1 (0.91%) ZABBIX
Vendors
1 45 (40.91%) SAP
2 41 (37.27%) Tableau
3 21 (19.09%) Microsoft
4 15 (13.64%) VMware
5 14 (12.73%) Citrix
5 14 (12.73%) Red Hat
6 11 (10.00%) Oracle
7 5 (4.55%) Cisco
8 4 (3.64%) Dell
8 4 (3.64%) PagerDuty
9 3 (2.73%) Centreon
9 3 (2.73%) Google
9 3 (2.73%) IBM
9 3 (2.73%) WooCommerce
10 2 (1.82%) Adobe
10 2 (1.82%) MuleSoft
10 2 (1.82%) NCR
10 2 (1.82%) VocaLink
10 2 (1.82%) webMethods
11 1 (0.91%) BroadSoft