Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Apache Pulsar skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Pulsar over the 6 months to 19 May 2022 with a comparison to the same period in the previous 2 years.

Apache Pulsar
England > London
6 months to
19 May 2022		 Same period 2021 Same period 2020
Rank 783 595 639
Rank change year-on-year -188 +44 +122
Permanent jobs citing Apache Pulsar 84 15 4
As % of all permanent jobs advertised in London 0.12% 0.044% 0.010%
As % of the Application Platforms category 0.80% 0.31% 0.067%
Number of salaries quoted 14 2 2
10th Percentile £69,875 £66,250 -
25th Percentile - £68,125 -
Median annual salary (50th Percentile) £90,000 £77,500 £90,000
Median % change year-on-year +16.13% -13.89% +2.86%
75th Percentile £110,000 £88,125 -
90th Percentile - £90,750 -
England median annual salary £80,000 £77,500 £77,500
% change year-on-year +3.23% - -11.43%

Apache Pulsar 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 London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 10,520 4,860 5,971
As % of all permanent IT jobs advertised in London 15.17% 14.37% 15.12%
Number of salaries quoted 4,767 3,602 4,864
10th Percentile £37,900 £41,250 £36,250
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £67,000 £65,000 £62,500
Median % change year-on-year +3.08% +4.00% -
75th Percentile £87,500 £82,500 £80,000
90th Percentile £105,000 £97,500 £95,000
England median annual salary £55,500 £54,500 £52,500
% change year-on-year +1.83% +3.81% +5.00%

Apache Pulsar
Job Vacancy Trend in London

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

Job vacancy trend for Apache Pulsar in London

Apache Pulsar
Salary Trend in London

3-month moving average salary quoted in jobs citing Apache Pulsar in London.

Salary trend for Apache Pulsar in London

Apache Pulsar
Salary Histogram in London

Salary distribution for jobs citing Apache Pulsar in London over the 6 months to 19 May 2022.

Salary histogram for Apache Pulsar in London

For the 6 months to 19 May 2022, IT jobs citing Apache Pulsar 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 London region with a requirement for Apache Pulsar.

1 84 (100.00%) Kafka
2 79 (94.05%) Python
3 65 (77.38%) DevOps
4 59 (70.24%) Blog
5 56 (66.67%) Big Data
5 56 (66.67%) AWS
6 55 (65.48%) Scala
6 55 (65.48%) Analytics
7 54 (64.29%) Java
8 53 (63.10%) Kubernetes
8 53 (63.10%) Flink
9 52 (61.90%) Apache Spark
10 51 (60.71%) Apache Cassandra
11 50 (59.52%) SQL
12 49 (58.33%) Hadoop
12 49 (58.33%) GCP
13 48 (57.14%) NoSQL
13 48 (57.14%) Data Modelling
14 47 (55.95%) Data Architecture
14 47 (55.95%) MongoDB
14 47 (55.95%) Data Engineering
15 46 (54.76%) Data Science
15 46 (54.76%) Azure
16 43 (51.19%) Data Governance
16 43 (51.19%) HBase
16 43 (51.19%) Performance Tuning
17 42 (50.00%) Agile
18 41 (48.81%) Finance
19 40 (47.62%) Games
19 40 (47.62%) Creative Thinking

Apache Pulsar
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 52 (61.90%) Apache Spark
2 36 (42.86%) Apache Airflow
3 26 (30.95%) Elasticsearch
4 4 (4.76%) Apache
Cloud Services
1 56 (66.67%) AWS
2 49 (58.33%) GCP
3 46 (54.76%) Azure
4 29 (34.52%) Amazon Kinesis
5 21 (25.00%) Snowflake
6 17 (20.24%) dbt
7 14 (16.67%) Collibra
8 9 (10.71%) Amazon S3
9 8 (9.52%) MinIO
10 4 (4.76%) Amazon ECS
10 4 (4.76%) Power Platform
11 3 (3.57%) Amazon Kinesis Data Analytics
11 3 (3.57%) AWS CodePipeline
11 3 (3.57%) AWS Lambda
11 3 (3.57%) Datadog
11 3 (3.57%) Serverless
12 1 (1.19%) Amazon CloudWatch
12 1 (1.19%) AWS CloudFormation
12 1 (1.19%) AWS CloudTrail
12 1 (1.19%) Virtual Private Cloud
Communications & Networking
1 8 (9.52%) DNS
1 8 (9.52%) VLAN
Database & Business Intelligence
1 56 (66.67%) Big Data
2 53 (63.10%) Flink
3 51 (60.71%) Apache Cassandra
4 49 (58.33%) Hadoop
5 48 (57.14%) NoSQL
6 47 (55.95%) MongoDB
7 43 (51.19%) HBase
8 34 (40.48%) Bigtable
9 33 (39.29%) Amazon DynamoDB
10 30 (35.71%) PostgreSQL
11 29 (34.52%) Amazon Athena
11 29 (34.52%) Impala
11 29 (34.52%) Presto
11 29 (34.52%) Sqoop
12 25 (29.76%) Redis
13 19 (22.62%) Amazon Redshift
14 18 (21.43%) Relational Database
15 14 (16.67%) BigQuery
15 14 (16.67%) Neo4j
16 10 (11.90%) MySQL
Development Applications
1 23 (27.38%) Jenkins
2 14 (16.67%) Atlassian Bamboo
2 14 (16.67%) JUnit
2 14 (16.67%) Maven
2 14 (16.67%) SonarQube
3 1 (1.19%) CircleCI
3 1 (1.19%) Codeship
3 1 (1.19%) GitLab
3 1 (1.19%) Travis CI
General
1 41 (48.81%) Finance
2 40 (47.62%) Games
3 31 (36.90%) Social Skills
4 14 (16.67%) Analytical Skills
4 14 (16.67%) Marketing
4 14 (16.67%) Presentation Skills
4 14 (16.67%) Retail
Job Titles
1 25 (29.76%) Engineering Manager
2 21 (25.00%) Software Engineer
3 16 (19.05%) Data Manager
3 16 (19.05%) Senior Software Engineer
4 15 (17.86%) Data Engineer
5 14 (16.67%) Services Director
6 9 (10.71%) DevOps Engineer
7 7 (8.33%) Senior Data Engineer
7 7 (8.33%) Site Engineer
7 7 (8.33%) Site Reliability Engineer
8 6 (7.14%) Big Data Manager
9 5 (5.95%) Big Data Engineer
9 5 (5.95%) Big Data Software Engineer
9 5 (5.95%) Senior Manager
10 3 (3.57%) Principal Engineer
11 2 (2.38%) Developer
11 2 (2.38%) Java Developer
11 2 (2.38%) Senior DevOps
12 1 (1.19%) AWS DevOps
12 1 (1.19%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 84 (100.00%) Kafka
2 34 (40.48%) Apache NiFi
3 25 (29.76%) RabbitMQ
4 20 (23.81%) Node.js
5 17 (20.24%) NSQ
6 16 (19.05%) Apache Flex
6 16 (19.05%) GraphQL
6 16 (19.05%) gRPC
7 12 (14.29%) Elastic Stack
8 8 (9.52%) Spring
9 6 (7.14%) Spring Boot
10 5 (5.95%) Apache Beam
10 5 (5.95%) Velocity
11 4 (4.76%) Apache Avro
11 4 (4.76%) OpenTelemetry
12 2 (2.38%) RESTful
13 1 (1.19%) REST
Miscellaneous
1 59 (70.24%) Blog
2 17 (20.24%) Mobile App
3 16 (19.05%) Equities
4 8 (9.52%) Bitcoin
4 8 (9.52%) Blockchain
4 8 (9.52%) Digital Currency
5 3 (3.57%) Cloud Native
5 3 (3.57%) Virtual Team
Processes & Methodologies
1 65 (77.38%) DevOps
2 55 (65.48%) Analytics
3 48 (57.14%) Data Modelling
4 47 (55.95%) Data Architecture
4 47 (55.95%) Data Engineering
5 46 (54.76%) Data Science
6 43 (51.19%) Data Governance
6 43 (51.19%) Performance Tuning
7 42 (50.00%) Agile
8 40 (47.62%) Creative Thinking
9 38 (45.24%) CI/CD
10 33 (39.29%) Dimensional Modelling
11 32 (38.10%) Data Ingestion
11 32 (38.10%) Problem-Solving
12 31 (36.90%) Test Automation
13 23 (27.38%) Software Engineering
14 20 (23.81%) Business Transformation
14 20 (23.81%) Mentoring
15 19 (22.62%) Microservices
16 18 (21.43%) Business Intelligence
Programming Languages
1 79 (94.05%) Python
2 55 (65.48%) Scala
3 54 (64.29%) Java
4 50 (59.52%) SQL
5 20 (23.81%) JavaScript
5 20 (23.81%) TypeScript
6 17 (20.24%) Go
7 16 (19.05%) C
7 16 (19.05%) C++
8 8 (9.52%) Bash
9 5 (5.95%) Kotlin
9 5 (5.95%) Perl
9 5 (5.95%) Ruby
9 5 (5.95%) Shell Script
10 4 (4.76%) R
11 3 (3.57%) C#
Qualifications
1 16 (19.05%) Computer Science Degree
1 16 (19.05%) Degree
Quality Assurance & Compliance
1 16 (19.05%) QA
2 3 (3.57%) GDPR
2 3 (3.57%) PCI DSS
System Software
1 29 (34.52%) Apache Flume
2 12 (14.29%) Docker
3 8 (9.52%) Virtual Machines
4 4 (4.76%) HDFS
5 1 (1.19%) LXC
Systems Management
1 53 (63.10%) Kubernetes
2 32 (38.10%) Oozie
3 19 (22.62%) Terraform
4 9 (10.71%) Ansible
5 8 (9.52%) Docker Swarm
5 8 (9.52%) Grafana
5 8 (9.52%) Graphite
5 8 (9.52%) HAProxy
5 8 (9.52%) Opscode Chef
5 8 (9.52%) Prometheus
5 8 (9.52%) Puppet
5 8 (9.52%) Salt
Vendors
1 34 (40.48%) Cloudera
2 15 (17.86%) Google
3 14 (16.67%) Teradata
4 13 (15.48%) Oracle
5 12 (14.29%) Splunk
6 5 (5.95%) Confluent
6 5 (5.95%) EXASOL
7 4 (4.76%) Databricks
8 3 (3.57%) Samsung
9 1 (1.19%) Ab Initio
9 1 (1.19%) MKS
9 1 (1.19%) Spotify
9 1 (1.19%) Talend