Period
to

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 12 August 2022 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 > East of England
6 months to
12 Aug 2022
Same period 2021 Same period 2020
Rank 122 113 88
Rank change year-on-year -9 -25 +54
Contract jobs citing Apache 13 17 16
As % of all contract jobs advertised in the East of England 0.51% 0.76% 1.02%
As % of the Application Platforms category 3.96% 6.05% 7.24%
Number of daily rates quoted 10 9 13
10th Percentile £448 £423 £364
25th Percentile £506 £456 £413
Median daily rate (50th Percentile) £550 £500 £445
Median % change year-on-year +10.00% +12.36% -11.00%
75th Percentile £663 £788 £525
90th Percentile £680 £900 £538
England median daily rate £625 £575 £525
% change year-on-year +8.70% +9.52% +4.69%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £33.00
England median hourly rate £46.00 £49.47 £33.00
% change year-on-year -7.01% +49.91% -32.31%

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 the East of England with a requirement for application platform skills.

All Application Platform Skills
East of England
Contract vacancies with a requirement for application platform skills 328 281 221
As % of all contract IT jobs advertised in the East of England 12.95% 12.53% 14.11%
Number of daily rates quoted 240 163 146
10th Percentile £200 £263 £300
25th Percentile £313 £361 £331
Median daily rate (50th Percentile) £425 £463 £450
Median % change year-on-year -8.11% +2.78% -
75th Percentile £550 £538 £525
90th Percentile £700 £600 £588
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% +2.70%
Number of hourly rates quoted 18 8 6
10th Percentile £12.50 - £13.38
25th Percentile £15.25 £12.25 £15.67
Median hourly rate £39.50 £15.00 £26.91
Median % change year-on-year +163.33% -44.26% +63.09%
75th Percentile £50.00 £43.81 £32.63
90th Percentile £57.50 £58.56 £54.00
England median hourly rate £30.25 £21.75 £20.00
% change year-on-year +39.08% +8.75% -

Apache
Job Vacancy Trend in the East of England

Job postings citing Apache as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Apache in the East of England

Apache
Contractor Daily Rate Trend in the East of England

3-month moving average daily rate quoted in jobs citing Apache in the East of England.

Daily rate trend for Apache in the East of England

Apache
Daily Rate Histogram in the East of England

Daily rate distribution for jobs citing Apache in the East of England over the 6 months to 12 August 2022.

Daily rate histogram for Apache in the East of England

Apache
Contractor Hourly Rate Trend in the East of England

3-month moving average hourly rates quoted in jobs citing Apache in the East of England.

Hourly rate trend for Apache in the East of England

Apache
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache within the East of England region over the 6 months to 12 August 2022. 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
Jobs
Bedfordshire - 5 £650 -
Cambridgeshire -23 3 £550 +10.00% 3
Hertfordshire -4 2 £424 -45.32% 2
Suffolk -8 2 £548 -
Norfolk - 1 £700 - 1
Apache
England

For the 6 months to 12 August 2022, 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 East of England region with a requirement for Apache.

1 7 (53.85%) AWS
1 7 (53.85%) CI/CD
2 6 (46.15%) Linux
3 5 (38.46%) SQL
3 5 (38.46%) Data Pipeline
3 5 (38.46%) Containerisation
3 5 (38.46%) Apache Airflow
3 5 (38.46%) Amazon SageMaker
3 5 (38.46%) Docker
3 5 (38.46%) Apache Spark
4 4 (30.77%) Kubernetes
4 4 (30.77%) Data Engineering
4 4 (30.77%) DevOps
4 4 (30.77%) LAPP Stack
4 4 (30.77%) Python
4 4 (30.77%) PostgreSQL
4 4 (30.77%) Data Management
5 3 (23.08%) Web Development
5 3 (23.08%) QA
5 3 (23.08%) Configuration Management
5 3 (23.08%) Spring
5 3 (23.08%) Open Source
5 3 (23.08%) BDD
5 3 (23.08%) Django
5 3 (23.08%) Use Case
5 3 (23.08%) Visualisation
5 3 (23.08%) RabbitMQ
5 3 (23.08%) R
5 3 (23.08%) Tableau
5 3 (23.08%) Apache Hive

Apache
Co-occurring IT Skills in the East of England 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 5 (38.46%) Apache Airflow
1 5 (38.46%) Apache Spark
2 1 (7.69%) IIS
Cloud Services
1 7 (53.85%) AWS
2 5 (38.46%) Amazon SageMaker
3 3 (23.08%) Amazon Kinesis
3 3 (23.08%) Power Platform
3 3 (23.08%) Serverless
4 1 (7.69%) Amazon S3
4 1 (7.69%) Azure
Communications & Networking
1 1 (7.69%) DNS
1 1 (7.69%) Firewall
1 1 (7.69%) VPN
Database & Business Intelligence
1 4 (30.77%) PostgreSQL
2 3 (23.08%) Apache Arrow
2 3 (23.08%) Apache Hive
2 3 (23.08%) Big Data
2 3 (23.08%) Data Lake
2 3 (23.08%) Flink
2 3 (23.08%) Looker
2 3 (23.08%) OLTP
2 3 (23.08%) Power BI
2 3 (23.08%) Relational Database
2 3 (23.08%) Tableau
3 2 (15.38%) Amazon Redshift
3 2 (15.38%) Data Warehouse
4 1 (7.69%) Elasticsearch
4 1 (7.69%) MySQL
4 1 (7.69%) Oracle Database
Development Applications
1 3 (23.08%) MLflow
1 3 (23.08%) RStudio
2 1 (7.69%) Subversion
General
1 1 (7.69%) Analytical Skills
1 1 (7.69%) Finance
1 1 (7.69%) Games
1 1 (7.69%) Social Skills
Job Titles
1 4 (30.77%) Data Engineer
2 2 (15.38%) Developer
2 2 (15.38%) DevOps Engineer
2 2 (15.38%) Software Engineer
3 1 (7.69%) Administrator
3 1 (7.69%) AWS Data Engineer
3 1 (7.69%) AWS DevOps
3 1 (7.69%) AWS Engineer
3 1 (7.69%) Cloud Developer
3 1 (7.69%) Data Manager
3 1 (7.69%) Engineering Manager
3 1 (7.69%) Linux Administrator
3 1 (7.69%) PHP Developer
3 1 (7.69%) SC Cleared Software Engineer
3 1 (7.69%) Senior Data Engineer
3 1 (7.69%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (30.77%) LAPP Stack
2 3 (23.08%) CSS
2 3 (23.08%) Django
2 3 (23.08%) Flask
2 3 (23.08%) HTML
2 3 (23.08%) Kafka
2 3 (23.08%) RabbitMQ
2 3 (23.08%) Shiny
2 3 (23.08%) Spark Streaming
2 3 (23.08%) Spring
3 2 (15.38%) PySpark
4 1 (7.69%) LAMP
4 1 (7.69%) Laravel
4 1 (7.69%) SAML
4 1 (7.69%) Symfony
Miscellaneous
1 3 (23.08%) Cloud Native
Operating Systems
1 6 (46.15%) Linux
2 1 (7.69%) CentOS
2 1 (7.69%) OpenBSD
2 1 (7.69%) Unix
2 1 (7.69%) Windows
2 1 (7.69%) Windows Server
Processes & Methodologies
1 7 (53.85%) CI/CD
2 5 (38.46%) Containerisation
2 5 (38.46%) Data Pipeline
3 4 (30.77%) Data Engineering
3 4 (30.77%) Data Management
3 4 (30.77%) DevOps
4 3 (23.08%) BDD
4 3 (23.08%) Business Intelligence
4 3 (23.08%) Configuration Management
4 3 (23.08%) Dashboard Development
4 3 (23.08%) Data Analytics
4 3 (23.08%) Data Modelling
4 3 (23.08%) Data Privacy
4 3 (23.08%) Migration
4 3 (23.08%) Open Source
4 3 (23.08%) Performance Tuning
4 3 (23.08%) TDD
4 3 (23.08%) Use Case
4 3 (23.08%) Visualisation
4 3 (23.08%) Web Development
Programming Languages
1 5 (38.46%) SQL
2 4 (30.77%) Python
3 3 (23.08%) JavaScript
3 3 (23.08%) R
3 3 (23.08%) T-SQL
4 1 (7.69%) Bash
4 1 (7.69%) PHP
4 1 (7.69%) PowerShell
4 1 (7.69%) Shell Script
Qualifications
1 2 (15.38%) SC Cleared
1 2 (15.38%) Security Cleared
Quality Assurance & Compliance
1 3 (23.08%) GDPR
1 3 (23.08%) QA
System Software
1 5 (38.46%) Docker
2 1 (7.69%) Postfix
Systems Management
1 4 (30.77%) Kubernetes
2 3 (23.08%) Ansible
2 3 (23.08%) Control-M
3 1 (7.69%) Opscode Chef
3 1 (7.69%) Puppet
3 1 (7.69%) Terraform
Vendors
1 3 (23.08%) MapR
2 2 (15.38%) Databricks
2 2 (15.38%) Oracle
3 1 (7.69%) Ping Identity
3 1 (7.69%) SaltStack