Period
to 28 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 28 October 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
Central London > City of London
6 months to
28 Oct 2021
Same period 2020 Same period 2019
Rank 217 136 258
Rank change year-on-year -81 +122 -28
Permanent jobs citing Apache 37 57 73
As % of all permanent jobs advertised in the City of London 0.62% 1.56% 0.72%
As % of the Application Platforms category 4.73% 11.18% 5.05%
Number of salaries quoted 33 48 68
10th Percentile £53,750 £48,250 £49,250
25th Percentile £73,750 £59,688 £55,000
Median annual salary (50th Percentile) £80,000 £78,750 £69,750
Median % change year-on-year +1.59% +12.90% +26.82%
75th Percentile £86,250 £103,750 £84,063
90th Percentile £95,000 £106,500 £101,625
Central London median annual salary £80,000 £70,000 £70,000
% change year-on-year +14.29% - +27.27%

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 the City of London with a requirement for application platform skills.

All Application Platform Skills
City of London
Permanent vacancies with a requirement for application platform skills 782 510 1,446
As % of all permanent IT jobs advertised in the City of London 13.03% 13.94% 14.36%
Number of salaries quoted 686 426 1,301
10th Percentile £42,500 £41,250 £32,500
25th Percentile £52,500 £51,250 £47,500
Median annual salary (50th Percentile) £70,000 £65,500 £65,000
Median % change year-on-year +6.87% +0.77% +8.33%
75th Percentile £85,000 £82,500 £81,250
90th Percentile £101,250 £102,500 £95,000
Central London median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% +4.17%

Apache
Job Vacancy Trend in the City of London

Job postings citing Apache as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Apache in the City of London

Apache
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Apache in the City of London.

Salary trend for Apache in the City of London

Apache
Salary Histogram in the City of London

Salary distribution for jobs citing Apache in the City of London over the 6 months to 28 October 2021.

Salary histogram for Apache in the City of London

For the 6 months to 28 October 2021, 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 City of London region with a requirement for Apache.

1 28 (75.68%) Apache Spark
2 26 (70.27%) SQL
2 26 (70.27%) Python
3 21 (56.76%) AWS
4 19 (51.35%) Java
4 19 (51.35%) Data Pipeline
5 18 (48.65%) Data Warehouse
5 18 (48.65%) Big Data
6 15 (40.54%) Analytics
6 15 (40.54%) Hadoop
7 14 (37.84%) NoSQL
7 14 (37.84%) Amazon Redshift
7 14 (37.84%) Data Lake
7 14 (37.84%) Data Science
8 12 (32.43%) Relational Database
8 12 (32.43%) Amazon EC2
8 12 (32.43%) Talend
8 12 (32.43%) Data Transformation
8 12 (32.43%) Amazon RDS
9 11 (29.73%) Apache Airflow
9 11 (29.73%) Data Engineering
10 9 (24.32%) Kafka
10 9 (24.32%) Machine Learning
10 9 (24.32%) JIRA
11 8 (21.62%) Scala
11 8 (21.62%) GCP
11 8 (21.62%) Analytical Skills
12 7 (18.92%) QA
12 7 (18.92%) Git (software)
13 6 (16.22%) Agile Software Development

Apache
Co-occurring IT Skills in the City of 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 28 (75.68%) Apache Spark
2 11 (29.73%) Apache Airflow
3 2 (5.41%) CMS
3 2 (5.41%) Red Hat Fuse
3 2 (5.41%) WordPress
Cloud Services
1 21 (56.76%) AWS
2 12 (32.43%) Amazon EC2
3 8 (21.62%) GCP
4 6 (16.22%) Azure
5 5 (13.51%) AWS Data Pipeline
5 5 (13.51%) Snowflake
6 3 (8.11%) Amazon SQS
6 3 (8.11%) Azure Data Factory
7 2 (5.41%) Amazon S3
7 2 (5.41%) AWS Lambda
7 2 (5.41%) npm
7 2 (5.41%) Serverless
Database & Business Intelligence
1 18 (48.65%) Big Data
1 18 (48.65%) Data Warehouse
2 15 (40.54%) Hadoop
3 14 (37.84%) Amazon Redshift
3 14 (37.84%) Data Lake
3 14 (37.84%) NoSQL
4 12 (32.43%) Amazon RDS
4 12 (32.43%) Relational Database
5 5 (13.51%) Spark SQL
6 3 (8.11%) BigQuery
6 3 (8.11%) PostgreSQL
7 2 (5.41%) Amazon Athena
7 2 (5.41%) Flink
7 2 (5.41%) Metadata
7 2 (5.41%) MySQL
7 2 (5.41%) Parquet
8 1 (2.70%) Apache Cassandra
8 1 (2.70%) Apache Hive
8 1 (2.70%) Impala
8 1 (2.70%) InfluxDB
Development Applications
1 9 (24.32%) JIRA
2 7 (18.92%) Git (software)
3 2 (5.41%) Grunt
3 2 (5.41%) gulp
3 2 (5.41%) Subversion
4 1 (2.70%) Bitbucket
4 1 (2.70%) Jenkins
General
1 8 (21.62%) Analytical Skills
2 4 (10.81%) Advertising
2 4 (10.81%) Finance
3 3 (8.11%) Social Skills
4 2 (5.41%) Banking
4 2 (5.41%) Legal
4 2 (5.41%) Marketing
5 1 (2.70%) Financial Institution
5 1 (2.70%) Law
5 1 (2.70%) Presentation Skills
5 1 (2.70%) Retail
5 1 (2.70%) Telecoms
Job Titles
1 22 (59.46%) Data Engineer
2 12 (32.43%) AWS Engineer
3 7 (18.92%) Big Data Engineer
3 7 (18.92%) Hadoop Engineer
3 7 (18.92%) Java Engineer
4 6 (16.22%) Developer
5 3 (8.11%) Senior Data Engineer
6 2 (5.41%) Architect
6 2 (5.41%) Azure Engineer
6 2 (5.41%) Data Architect
6 2 (5.41%) Data Scientist
6 2 (5.41%) Java Developer
6 2 (5.41%) Machine Learning Engineer
6 2 (5.41%) PHP Developer
6 2 (5.41%) Principal Engineer
6 2 (5.41%) Python Developer
7 1 (2.70%) Integration Engineer
7 1 (2.70%) Senior Java Developer
7 1 (2.70%) Software Engineer
7 1 (2.70%) Systems Integration Engineer
Libraries, Frameworks & Software Standards
1 9 (24.32%) Kafka
2 3 (8.11%) Middleware
2 3 (8.11%) PySpark
2 3 (8.11%) TensorFlow
3 2 (5.41%) AngularJS
3 2 (5.41%) CSS
3 2 (5.41%) Django
3 2 (5.41%) HTML
3 2 (5.41%) JSON
3 2 (5.41%) LAMP
3 2 (5.41%) OSGi
3 2 (5.41%) Pandas
3 2 (5.41%) RabbitMQ
3 2 (5.41%) React
3 2 (5.41%) Sass
3 2 (5.41%) Twig
4 1 (2.70%) Apache Camel
4 1 (2.70%) Apache Tika
4 1 (2.70%) scikit-learn
4 1 (2.70%) SciPy
Miscellaneous
1 3 (8.11%) Enterprise Software
2 2 (5.41%) Algorithms
2 2 (5.41%) Enterprise Cloud
2 2 (5.41%) Greenfield Project
3 1 (2.70%) Clustering
3 1 (2.70%) Self-Motivation
Operating Systems
1 4 (10.81%) Linux
Processes & Methodologies
1 19 (51.35%) Data Pipeline
2 15 (40.54%) Analytics
3 14 (37.84%) Data Science
4 12 (32.43%) Data Transformation
5 11 (29.73%) Data Engineering
6 9 (24.32%) Machine Learning
7 6 (16.22%) Agile Software Development
7 6 (16.22%) Data Modelling
8 5 (13.51%) Data Management
8 5 (13.51%) Data Strategy
8 5 (13.51%) Insurtech
8 5 (13.51%) Open Source
9 4 (10.81%) E-Commerce
9 4 (10.81%) ETL
9 4 (10.81%) Software Engineering
9 4 (10.81%) Test Automation
10 3 (8.11%) Artificial Intelligence
10 3 (8.11%) Problem-Solving
11 2 (5.41%) Architectural Design
11 2 (5.41%) Experimental Design
Programming Languages
1 26 (70.27%) Python
1 26 (70.27%) SQL
2 19 (51.35%) Java
3 8 (21.62%) Scala
4 3 (8.11%) R
5 2 (5.41%) Bash Shell
5 2 (5.41%) JavaScript
5 2 (5.41%) PHP
5 2 (5.41%) TypeScript
6 1 (2.70%) PL/SQL
Qualifications
1 1 (2.70%) PhD
Quality Assurance & Compliance
1 7 (18.92%) QA
2 2 (5.41%) Data Quality
System Software
1 5 (13.51%) Docker
Systems Management
1 4 (10.81%) Kubernetes
2 2 (5.41%) Terraform
Vendors
1 12 (32.43%) Talend
2 3 (8.11%) Databricks
2 3 (8.11%) Google
3 2 (5.41%) Oracle
4 1 (2.70%) StreamSets