Period
to 13 November 2018

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 13 November 2018 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
South East > Berkshire
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 152 135 112
Rank change year-on-year -17 -23 -8
Permanent jobs citing Apache 106 129 228
As % of all permanent IT jobs advertised in Berkshire 1.72% 2.05% 2.66%
As % of the Application Platforms category 9.49% 12.62% 14.02%
Number of salaries quoted 65 98 206
Berkshire median annual salary £50,000 £45,000 £51,500
Median salary % change year-on-year +11.11% -12.62% +3.52%
10th Percentile £31,250 £27,500 £36,250
90th Percentile £65,750 £71,250 £65,000
South East median annual salary £45,000 £45,000 £47,500
% change year-on-year - -5.26% +5.56%

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 1,117 1,022 1,626
As % of all permanent IT jobs advertised in Berkshire 18.12% 16.27% 18.95%
Number of salaries quoted 874 878 1,384
Berkshire median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +5.26%
10th Percentile £28,325 £27,500 £30,000
90th Percentile £72,500 £70,000 £70,000
South East median annual salary £46,000 £42,500 £45,000
% change year-on-year +8.24% -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 13 November 2018.

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 13 November 2018. 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 +1 47 £60,000 +33.33% 3
Reading -1 29 £48,000 +6.67% 4
Newbury +10 18 £40,000 -11.11% 2
Maidenhead -42 4 £35,000 +16.67%
Wokingham +12 2 £47,500 - 1
Bracknell -17 2 £85,000 +47.83% 1
Apache
South East

For the 6 months to 13 November 2018, 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 62 (58.49%) SQL
2 59 (55.66%) Python
3 52 (49.06%) Linux
4 48 (45.28%) Finance
5 46 (43.40%) Microsoft Azure
6 44 (41.51%) Telecoms
7 41 (38.68%) Kafka
7 41 (38.68%) Apache Spark
8 39 (36.79%) Algorithms
8 39 (36.79%) Degree
9 38 (35.85%) Retail
9 38 (35.85%) Business Intelligence
9 38 (35.85%) SAP
9 38 (35.85%) Data Science
10 36 (33.96%) Hadoop
10 36 (33.96%) Hadoop YARN
11 35 (33.02%) Big Data
11 35 (33.02%) Tableau
11 35 (33.02%) Artificial Intelligence
12 34 (32.08%) Apache Hive
12 34 (32.08%) Analytics
13 33 (31.13%) R
13 33 (31.13%) Data Visualisation
13 33 (31.13%) SAP HANA
13 33 (31.13%) D3.js
13 33 (31.13%) Visualisation
13 33 (31.13%) Data Engineering
13 33 (31.13%) Power BI
13 33 (31.13%) Random Forest
13 33 (31.13%) Quantitative 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 41 (38.68%) Apache Spark
2 33 (31.13%) SAS
3 21 (19.81%) IIS
4 20 (18.87%) Tomcat
5 16 (15.09%) nginx
6 6 (5.66%) JBoss
7 4 (3.77%) CMS
7 4 (3.77%) OpenStack
7 4 (3.77%) WebLogic
7 4 (3.77%) WordPress
8 3 (2.83%) Skype for Business
9 2 (1.89%) Apache Solr
9 2 (1.89%) Cloud Foundry
9 2 (1.89%) Drupal
9 2 (1.89%) Elasticsearch
9 2 (1.89%) EPiServer
9 2 (1.89%) Umbraco
9 2 (1.89%) WebLogic Portal
9 2 (1.89%) WebSphere
10 1 (0.94%) WebSphere Application Server
Applications
1 4 (3.77%) Photoshop
2 1 (0.94%) Microsoft Office
Business Applications
1 3 (2.83%) Magento
Cloud Services
1 46 (43.40%) Microsoft Azure
2 25 (23.58%) Amazon AWS
3 9 (8.49%) GitHub
4 8 (7.55%) Office 365
5 6 (5.66%) SaaS
6 3 (2.83%) Google Cloud Platform
7 2 (1.89%) Amazon S3
7 2 (1.89%) Amazon SageMaker
7 2 (1.89%) Google Analytics
7 2 (1.89%) npm
7 2 (1.89%) Serverless
8 1 (0.94%) Amazon EC2
8 1 (0.94%) Amazon SQS
Communications & Networking
1 12 (11.32%) DNS
2 11 (10.38%) Firewall
3 9 (8.49%) LAN
3 9 (8.49%) TCP/IP
3 9 (8.49%) VPN
3 9 (8.49%) WAN
4 7 (6.60%) SAN
5 6 (5.66%) VoIP
6 4 (3.77%) DHCP
6 4 (3.77%) Software-Defined Networking
6 4 (3.77%) SSL
7 3 (2.83%) HTTP
7 3 (2.83%) Skype
7 3 (2.83%) Wireshark
8 2 (1.89%) HTTPS
9 1 (0.94%) FTP
9 1 (0.94%) Internet
9 1 (0.94%) SNMP
9 1 (0.94%) SSH
9 1 (0.94%) Wi-Fi
Database & Business Intelligence
1 36 (33.96%) Hadoop
2 35 (33.02%) Big Data
3 34 (32.08%) Apache Hive
4 33 (31.13%) Power BI
4 33 (31.13%) SAP HANA
4 33 (31.13%) Text Mining
5 32 (30.19%) MySQL
6 21 (19.81%) SQL Server
7 6 (5.66%) Oracle Database
7 6 (5.66%) Relational Database
8 4 (3.77%) Data Mining
8 4 (3.77%) MongoDB
8 4 (3.77%) PostgreSQL
9 3 (2.83%) HBase
9 3 (2.83%) Oracle Database 12c
9 3 (2.83%) Parquet
10 2 (1.89%) Adabas
10 2 (1.89%) Amazon Redshift
10 2 (1.89%) NoSQL
10 2 (1.89%) Redis
Development Applications
1 13 (12.26%) Git (software)
2 10 (9.43%) Jenkins
2 10 (9.43%) Subversion
3 8 (7.55%) Eclipse
4 7 (6.60%) gulp
4 7 (6.60%) webpack
5 5 (4.72%) Babel
5 5 (4.72%) Bitbucket
6 4 (3.77%) TeamCity
7 3 (2.83%) Gradle
7 3 (2.83%) JIRA
7 3 (2.83%) Octopus Deploy
8 2 (1.89%) GitLab
8 2 (1.89%) Grunt
8 2 (1.89%) Sonatype Nexus
8 2 (1.89%) Team Foundation Server
8 2 (1.89%) Vagrant
8 2 (1.89%) Visual Studio
9 1 (0.94%) Cucumber
9 1 (0.94%) Visual Composer
General
1 48 (45.28%) Finance
2 44 (41.51%) Telecoms
3 38 (35.85%) Retail
4 7 (6.60%) Banking
5 6 (5.66%) Marketing
6 5 (4.72%) Electronics
6 5 (4.72%) Manufacturing
7 4 (3.77%) Aerospace
7 4 (3.77%) Automotive
8 2 (1.89%) Advertising
Job Titles
1 37 (34.91%) Data Scientist
2 23 (21.70%) Developer
3 20 (18.87%) Senior Data Scientist
4 12 (11.32%) Java Developer
5 10 (9.43%) Linux Engineer
6 9 (8.49%) Infrastructure Engineer
6 9 (8.49%) Senior Developer
6 9 (8.49%) Support Engineer
7 7 (6.60%) Administrator
7 7 (6.60%) PHP Developer
7 7 (6.60%) Systems Administrator
8 6 (5.66%) AWS Engineer
8 6 (5.66%) Graduate
8 6 (5.66%) Senior Infrastructure Engineer
8 6 (5.66%) Senior Java Developer
9 5 (4.72%) 2nd Line Engineer
9 5 (4.72%) 2nd Line Support
9 5 (4.72%) 2nd Line Support Engineer
9 5 (4.72%) DevOps Engineer
9 5 (4.72%) Linux Support Engineer
Libraries, Frameworks & Software Standards
1 41 (38.68%) Kafka
2 33 (31.13%) D3.js
2 33 (31.13%) ggplot
3 13 (12.26%) REST
3 13 (12.26%) Spring
4 12 (11.32%) JSON
4 12 (11.32%) Servlets
5 11 (10.38%) RESTful
6 10 (9.43%) LAMP
6 10 (9.43%) RabbitMQ
6 10 (9.43%) XML
7 9 (8.49%) AngularJS
8 8 (7.55%) CSS
8 8 (7.55%) HTML
8 8 (7.55%) Laravel
8 8 (7.55%) SOAP
8 8 (7.55%) Web Services
9 7 (6.60%) J2EE
9 7 (6.60%) Sass
10 6 (5.66%) Vue.js
Miscellaneous
1 39 (36.79%) Algorithms
2 33 (31.13%) Social Network
3 8 (7.55%) Public Cloud
4 7 (6.60%) Linux Command Line
4 7 (6.60%) User Experience
5 6 (5.66%) Management Information System
6 5 (4.72%) Data Centre
6 5 (4.72%) Hybrid Cloud
6 5 (4.72%) Xbox
7 4 (3.77%) Life Science
7 4 (3.77%) Mobile App
7 4 (3.77%) Private Cloud
8 3 (2.83%) Analytical Skills
9 2 (1.89%) Cloud Native
9 2 (1.89%) Computer Science
9 2 (1.89%) Virtual Team
10 1 (0.94%) Fintech
10 1 (0.94%) PKI
10 1 (0.94%) Replication
10 1 (0.94%) Self-Motivation
Operating Systems
1 52 (49.06%) Linux
2 23 (21.70%) Windows
3 15 (14.15%) CentOS
3 15 (14.15%) Unix
3 15 (14.15%) Windows Server
4 4 (3.77%) Red Hat Enterprise Linux
4 4 (3.77%) Ubuntu
5 3 (2.83%) VMS
5 3 (2.83%) Windows 10
5 3 (2.83%) Windows Server 2008
5 3 (2.83%) Windows Server 2012
6 2 (1.89%) Mac OS X
7 1 (0.94%) Debian
7 1 (0.94%) Kali Linux
7 1 (0.94%) Windows 7
7 1 (0.94%) Windows 8
7 1 (0.94%) Windows Server 2003
Processes & Methodologies
1 38 (35.85%) Business Intelligence
1 38 (35.85%) Data Science
2 35 (33.02%) Artificial Intelligence
3 34 (32.08%) Analytics
4 33 (31.13%) Data Engineering
4 33 (31.13%) Data Modelling
4 33 (31.13%) Data Security
4 33 (31.13%) Data Visualisation
4 33 (31.13%) Data-Driven Decision Making
4 33 (31.13%) Decision-Making
4 33 (31.13%) Econometrics
4 33 (31.13%) Mathematics
4 33 (31.13%) Operations Research
4 33 (31.13%) Quantitative Research
4 33 (31.13%) Random Forest
4 33 (31.13%) Statistics
4 33 (31.13%) Visualisation
5 28 (26.42%) DevOps
6 16 (15.09%) Agile Software Development
7 11 (10.38%) Software Engineering
Programming Languages
1 62 (58.49%) SQL
2 59 (55.66%) Python
3 33 (31.13%) R
4 30 (28.30%) Java
5 18 (16.98%) PHP
6 15 (14.15%) Bash Shell
7 13 (12.26%) JavaScript
8 11 (10.38%) PowerShell
9 7 (6.60%) C#
9 7 (6.60%) T-SQL
10 5 (4.72%) ES6
10 5 (4.72%) Perl
11 4 (3.77%) C++
11 4 (3.77%) Shell Script
12 3 (2.83%) Go
12 3 (2.83%) Korn
12 3 (2.83%) Ruby
13 2 (1.89%) Natural
13 2 (1.89%) RPG
13 2 (1.89%) RPG IV
Qualifications
1 39 (36.79%) Degree
2 1 (0.94%) AWS Certification
2 1 (0.94%) SC Cleared
2 1 (0.94%) Security Cleared
Quality Assurance & Compliance
1 4 (3.77%) ISO/IEC 27001
2 3 (2.83%) QA
3 2 (1.89%) GDPR
4 1 (0.94%) ECSS
4 1 (0.94%) SLA
System Software
1 15 (14.15%) VMware Infrastructure
2 14 (13.21%) Active Directory
3 11 (10.38%) Hyper-V
4 7 (6.60%) Docker
5 4 (3.77%) iptables
5 4 (3.77%) VMware ESXi
5 4 (3.77%) Xen
6 3 (2.83%) Apache ZooKeeper
6 3 (2.83%) HDFS
6 3 (2.83%) KVM
6 3 (2.83%) Postfix
6 3 (2.83%) VirtualBox
7 2 (1.89%) NFS
7 2 (1.89%) Squid
8 1 (0.94%) Varnish
8 1 (0.94%) Virtual Machines
Systems Management
1 36 (33.96%) Hadoop YARN
2 14 (13.21%) Puppet
3 10 (9.43%) Nagios
4 5 (4.72%) Ansible
4 5 (4.72%) Terraform
5 4 (3.77%) Grafana
5 4 (3.77%) Icinga
6 3 (2.83%) Graphite
6 3 (2.83%) Kibana
6 3 (2.83%) Opscode Chef
7 2 (1.89%) HAProxy
7 2 (1.89%) Kubernetes
8 1 (0.94%) cPanel
8 1 (0.94%) McAfee ePO
8 1 (0.94%) Nmap
8 1 (0.94%) Pingdom
8 1 (0.94%) Plesk
8 1 (0.94%) SCCM
8 1 (0.94%) SCOM
8 1 (0.94%) ZABBIX
Vendors
1 38 (35.85%) SAP
2 35 (33.02%) Tableau
3 19 (17.92%) VMware
4 17 (16.04%) Oracle
5 14 (13.21%) Red Hat
6 12 (11.32%) Microsoft
7 10 (9.43%) Citrix
8 6 (5.66%) Cisco
9 5 (4.72%) Dell
10 4 (3.77%) PagerDuty
11 3 (2.83%) Centreon
11 3 (2.83%) Google
11 3 (2.83%) IBM
11 3 (2.83%) TIBCO
11 3 (2.83%) WooCommerce
12 2 (1.89%) Adobe
12 2 (1.89%) MuleSoft
12 2 (1.89%) NCR
12 2 (1.89%) VocaLink
12 2 (1.89%) webMethods