Period
to 24 May 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Apache ZooKeeper skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache ZooKeeper over the 6 months to 24 May 2019 with a comparison to the same period in the previous 2 years.

Apache ZooKeeper
UK > England
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 873 1052 1042
Rank change year-on-year +179 -10 +67
Permanent jobs citing Apache ZooKeeper 190 85 102
As % of all permanent IT jobs advertised in England 0.14% 0.053% 0.064%
As % of the System Software category 0.84% 0.37% 0.51%
Number of salaries quoted 168 67 73
England median annual salary £70,000 £63,000 £60,000
Median salary % change year-on-year +11.11% +5.00% -7.69%
10th Percentile £46,250 £46,500 £45,000
90th Percentile £87,500 £110,000 £94,250
UK median annual salary £70,000 £63,000 £60,000
% change year-on-year +11.11% +5.00% -7.69%

Apache ZooKeeper is in the System Software category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for system software skills.

All System Software Skills
England
Permanent vacancies with a requirement for system software skills 22,567 22,763 19,976
As % of all permanent IT jobs advertised in England 16.79% 14.10% 12.52%
Number of salaries quoted 18,436 18,555 16,817
England median annual salary £50,000 £47,500 £42,500
Median salary % change year-on-year +5.26% +11.76% +2.41%
10th Percentile £25,750 £25,000 £24,000
90th Percentile £85,000 £80,000 £75,000
UK median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +11.76% +4.94%

Apache ZooKeeper
Job Vacancy Trend in England

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

Job vacancy trend for Apache ZooKeeper in England

Apache ZooKeeper
Salary Trend in England

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

Salary trend for Apache ZooKeeper in England

Apache ZooKeeper
Salary Histogram in England

The salary distribution of IT jobs citing Apache ZooKeeper in England over the 6 months to 24 May 2019.

Salary histogram for Apache ZooKeeper in England

Apache ZooKeeper
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache ZooKeeper within the England region over the 6 months to 24 May 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
London +187 154 £70,000 -28.21%
South East +25 13 £75,000 +19.05% 1
Midlands +24 8 £72,500 +20.83%
North of England +30 7 £60,000 +20.00%
West Midlands +9 6 £72,500 +20.83%
North West - 6 £75,000 -
East of England +79 5 £65,000 +24.52%
South West +29 3 £70,000 +1.45%
East Midlands +36 2 £61,250 -5.77%
Yorkshire -5 1 £45,000 -5.26%
Apache ZooKeeper
UK

For the 6 months to 24 May 2019, IT jobs citing Apache ZooKeeper 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 England region with a requirement for Apache ZooKeeper.

1 168 (88.42%) Java
2 150 (78.95%) Hadoop
3 135 (71.05%) Kafka
3 135 (71.05%) Python
4 123 (64.74%) Amazon AWS
5 121 (63.68%) Big Data
6 117 (61.58%) SQL
7 106 (55.79%) Apache Spark
8 102 (53.68%) Scala
9 97 (51.05%) MongoDB
10 93 (48.95%) Machine Learning
11 91 (47.89%) Microsoft Azure
12 90 (47.37%) Apache Hive
13 89 (46.84%) HBase
14 88 (46.32%) Oozie
14 88 (46.32%) NoSQL
15 87 (45.79%) Agile Software Development
16 84 (44.21%) Apache Pig
17 82 (43.16%) Sqoop
17 82 (43.16%) Cloudera
18 81 (42.63%) Law
19 78 (41.05%) Google Cloud Platform
19 78 (41.05%) Apache NiFi
20 77 (40.53%) DevOps
21 72 (37.89%) Data Modelling
22 70 (36.84%) Apache Cassandra
23 62 (32.63%) Software Engineering
24 57 (30.00%) Linux
25 56 (29.47%) Data Engineering
26 55 (28.95%) Analytics

Apache ZooKeeper
Co-occurring IT Skills in 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
1 106 (55.79%) Apache Spark
2 84 (44.21%) Apache Pig
3 35 (18.42%) Elasticsearch
4 33 (17.37%) Apache
5 10 (5.26%) Confluence
6 9 (4.74%) Apache Solr
7 7 (3.68%) nginx
8 4 (2.11%) GlassFish
9 2 (1.05%) IIS
9 2 (1.05%) OpenStack
10 1 (0.53%) Cloud Foundry
10 1 (0.53%) Oracle Workflow
10 1 (0.53%) SharePoint
Business Applications
1 2 (1.05%) Magento
2 1 (0.53%) Dynamics CRM
Cloud Services
1 123 (64.74%) Amazon AWS
2 91 (47.89%) Microsoft Azure
3 78 (41.05%) Google Cloud Platform
4 18 (9.47%) Power Platform
5 17 (8.95%) Amazon EMR
6 14 (7.37%) GitHub
7 13 (6.84%) Amazon Kinesis
8 12 (6.32%) Amazon S3
9 11 (5.79%) AWS CloudFormation
10 5 (2.63%) Amazon EC2
10 5 (2.63%) AWS Lambda
11 4 (2.11%) AWS CodePipeline
11 4 (2.11%) Cloud Computing
12 3 (1.58%) AWS Data Pipeline
12 3 (1.58%) Quay.io
12 3 (1.58%) Slack
13 2 (1.05%) Amazon ELB
13 2 (1.05%) CloudFront
13 2 (1.05%) Serverless
13 2 (1.05%) Virtual Private Cloud
Communications & Networking
1 5 (2.63%) Calico
1 5 (2.63%) Reverse Proxy
2 4 (2.11%) HTTP
3 3 (1.58%) Internet
3 3 (1.58%) MQTT
3 3 (1.58%) SMPP
3 3 (1.58%) SMS
4 2 (1.05%) Kerberos
4 2 (1.05%) Network Security
4 2 (1.05%) VPN
5 1 (0.53%) DNS
5 1 (0.53%) SSL
Database & Business Intelligence
1 150 (78.95%) Hadoop
2 121 (63.68%) Big Data
3 97 (51.05%) MongoDB
4 90 (47.37%) Apache Hive
5 89 (46.84%) HBase
6 88 (46.32%) NoSQL
7 82 (43.16%) Sqoop
8 70 (36.84%) Apache Cassandra
9 31 (16.32%) Redis
10 22 (11.58%) Apache Kudu
11 21 (11.05%) Apache Zeppelin
12 20 (10.53%) SQL Server
13 18 (9.47%) Power BI
13 18 (9.47%) QlikView
14 17 (8.95%) Amazon Redshift
15 13 (6.84%) Impala
16 12 (6.32%) Neo4j
17 10 (5.26%) PostgreSQL
18 7 (3.68%) Apache Accumulo
18 7 (3.68%) OrientDB
Development Applications
1 25 (13.16%) Jenkins
2 20 (10.53%) Git (software)
3 16 (8.42%) JIRA
4 11 (5.79%) Maven
5 10 (5.26%) Artifactory
6 8 (4.21%) Sonatype Nexus
7 7 (3.68%) GitLab
8 6 (3.16%) Atlassian Bamboo
8 6 (3.16%) Bitbucket
9 5 (2.63%) Cucumber
9 5 (2.63%) Selenium
10 4 (2.11%) Eclipse
10 4 (2.11%) Gatling
10 4 (2.11%) Grunt
10 4 (2.11%) gulp
10 4 (2.11%) TestNG
11 2 (1.05%) Hudson
11 2 (1.05%) Jasmine
11 2 (1.05%) Visual Studio
12 1 (0.53%) Subversion
General
1 81 (42.63%) Law
2 30 (15.79%) Finance
3 9 (4.74%) Telecoms
4 6 (3.16%) Banking
5 5 (2.63%) Aerospace
6 4 (2.11%) Financial Institution
6 4 (2.11%) Games
6 4 (2.11%) Online Betting
7 2 (1.05%) Legal
Job Titles
1 90 (47.37%) Data Engineer
2 87 (45.79%) Big Data Engineer
3 76 (40.00%) Hadoop Engineer
4 61 (32.11%) Developer
5 49 (25.79%) Java Developer
6 33 (17.37%) Senior Data Engineer
7 25 (13.16%) Java Engineer
7 25 (13.16%) Java Programmer
7 25 (13.16%) Programmer
8 21 (11.05%) Senior Hadoop Engineer
9 19 (10.00%) Cassandra Developer
9 19 (10.00%) Hadoop Developer
9 19 (10.00%) Java Hadoop Developer
10 18 (9.47%) Cassandra Engineer
10 18 (9.47%) Python Engineer
11 17 (8.95%) AWS Engineer
12 11 (5.79%) Architect
12 11 (5.79%) DevOps Engineer
13 9 (4.74%) Senior Developer
13 9 (4.74%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 135 (71.05%) Kafka
2 78 (41.05%) Apache NiFi
3 37 (19.47%) Spark Streaming
4 18 (9.47%) REST
5 15 (7.89%) Node.js
6 14 (7.37%) Redux
6 14 (7.37%) ZeroMQ
7 13 (6.84%) Elastic Stack
7 13 (6.84%) RabbitMQ
7 13 (6.84%) Spring
7 13 (6.84%) Web Services
8 9 (4.74%) Apache Avro
8 9 (4.74%) React
8 9 (4.74%) RESTful
9 7 (3.68%) AngularJS
10 6 (3.16%) .NET
10 6 (3.16%) Pandas
10 6 (3.16%) scikit-learn
11 5 (2.63%) JAX-RS
11 5 (2.63%) Natural Language Processing
Miscellaneous
1 28 (14.74%) Analytical Skills
2 25 (13.16%) Linux Command Line
3 12 (6.32%) Algorithms
4 9 (4.74%) Blog
5 7 (3.68%) Data Structures
6 5 (2.63%) Data Centre
6 5 (2.63%) Greenfield Project
7 4 (2.11%) Online Games
7 4 (2.11%) Over-the-Top Content
7 4 (2.11%) Social Media
8 3 (1.58%) NHS
9 2 (1.05%) Client/Server
9 2 (1.05%) Mobile App
10 1 (0.53%) e-Learning
10 1 (0.53%) Fintech
10 1 (0.53%) Public Cloud
10 1 (0.53%) Self-Motivation
Operating Systems
1 57 (30.00%) Linux
2 5 (2.63%) Unix
3 4 (2.11%) CentOS
3 4 (2.11%) Red Hat Enterprise Linux
3 4 (2.11%) Windows
4 3 (1.58%) CoreOS
Processes & Methodologies
1 93 (48.95%) Machine Learning
2 87 (45.79%) Agile Software Development
3 77 (40.53%) DevOps
4 72 (37.89%) Data Modelling
5 62 (32.63%) Software Engineering
6 56 (29.47%) Data Engineering
7 55 (28.95%) Analytics
8 46 (24.21%) Microservices
8 46 (24.21%) TDD
9 36 (18.95%) Business Intelligence
10 31 (16.32%) ETL
10 31 (16.32%) Integration Testing
10 31 (16.32%) Open Source
11 27 (14.21%) Data Science
12 26 (13.68%) Unit Testing
13 25 (13.16%) Performance Testing
14 24 (12.63%) Continuous Integration
15 21 (11.05%) E-Commerce
16 19 (10.00%) MapReduce
17 14 (7.37%) Scrum
Programming Languages
1 168 (88.42%) Java
2 135 (71.05%) Python
3 117 (61.58%) SQL
4 102 (53.68%) Scala
5 19 (10.00%) JavaScript
6 18 (9.47%) PL/SQL
7 14 (7.37%) Bash Shell
8 11 (5.79%) Clojure
9 10 (5.26%) Go
9 10 (5.26%) Java 8
9 10 (5.26%) Ruby
9 10 (5.26%) Shell Script
10 7 (3.68%) C++
11 5 (2.63%) Perl
12 4 (2.11%) ES6
12 4 (2.11%) PHP
13 3 (1.58%) C#
14 2 (1.05%) Objective-C
Qualifications
1 12 (6.32%) Degree
2 10 (5.26%) Security Cleared
3 9 (4.74%) SC Cleared
4 7 (3.68%) DV Cleared
5 4 (2.11%) Computer Science Degree
6 2 (1.05%) Master's Degree
6 2 (1.05%) Microsoft Certification
7 1 (0.53%) AWS Certification
7 1 (0.53%) Sun Certification
Quality Assurance & Compliance
1 5 (2.63%) Data Quality
1 5 (2.63%) QA
1 5 (2.63%) SLA
2 3 (1.58%) MiFID
System Software
1 26 (13.68%) Docker
2 16 (8.42%) etcd
3 15 (7.89%) HDFS
4 6 (3.16%) Apache Flume
5 4 (2.11%) VMware Infrastructure
6 2 (1.05%) Active Directory
Systems Management
1 88 (46.32%) Oozie
2 25 (13.16%) Ansible
3 23 (12.11%) Puppet
4 21 (11.05%) Ambari
5 20 (10.53%) Kubernetes
6 16 (8.42%) Consul
7 13 (6.84%) Terraform
8 12 (6.32%) Hadoop YARN
8 12 (6.32%) Kibana
9 11 (5.79%) Opscode Chef
10 9 (4.74%) logstash
11 7 (3.68%) HAProxy
11 7 (3.68%) Prometheus
11 7 (3.68%) Salt
12 6 (3.16%) Docker Swarm
13 5 (2.63%) Istio
14 4 (2.11%) Grafana
14 4 (2.11%) Packer
15 2 (1.05%) Host Intrusion Detection System
15 2 (1.05%) Network Intrusion Detection System
Vendors
1 82 (43.16%) Cloudera
2 26 (13.68%) Oracle
3 21 (11.05%) Tableau
4 14 (7.37%) Hortonworks
5 12 (6.32%) IBM
6 7 (3.68%) AppDynamics
7 6 (3.16%) New Relic
8 5 (2.63%) CyberArk
8 5 (2.63%) Splunk
9 4 (2.11%) Bloomberg
9 4 (2.11%) Reuters
9 4 (2.11%) VMware
10 3 (1.58%) Microsoft
10 3 (1.58%) Solace
10 3 (1.58%) TIBCO
11 2 (1.05%) Cognizant
11 2 (1.05%) ForgeRock
11 2 (1.05%) Google
11 2 (1.05%) MapR
11 2 (1.05%) Red Hat