Period
to 15 July 2019

The following table provides summary statistics for permanent job vacancies with a requirement for Oozie skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Oozie over the 6 months to 15 July 2019 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
15 Jul 2019
Same period 2018 Same period 2017
Rank 875 1018 1104
Rank change year-on-year +143 +86 +41
Permanent jobs citing Oozie 215 181 108
As % of all permanent IT jobs advertised in the UK 0.15% 0.10% 0.060%
As % of the Systems Management category 1.16% 1.01% 0.68%
Number of salaries quoted 194 116 77
UK median annual salary £80,000 £72,500 £65,000
Median salary % change year-on-year +10.34% +11.54% +8.33%
10th Percentile £50,000 £46,250 £41,250
90th Percentile £106,250 £98,750 £106,000
UK excluding London median annual salary £50,000 £70,000 £47,000
% change year-on-year -28.57% +48.94% -18.26%

Oozie is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for systems management skills.

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 18,560 17,960 15,928
As % of all permanent IT jobs advertised in the UK 12.72% 10.20% 8.91%
Number of salaries quoted 14,158 14,155 12,871
UK median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £90,000 £85,000 £82,500
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +5.88%

Oozie
Job Vacancy Trend

Job postings citing Oozie as a percentage of all IT jobs advertised.

Job vacancy trend for Oozie in the UK

Oozie
Salary Trend

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

Salary trend for Oozie in the UK

Oozie
Salary Histogram

The salary distribution of IT jobs citing Oozie over the 6 months to 15 July 2019.

Salary histogram for Oozie in the UK

Oozie
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Oozie within the UK over the 6 months to 15 July 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
England +136 215 £80,000 +10.34% 16
London +125 158 £82,500 +3.13% 8
UK excluding London +45 57 £50,000 -28.57% 10
East of England +83 27 £60,000 -17.24% 3
North of England +28 13 £49,337 -38.33%
South West +34 12 £50,000 -9.09% 2
Yorkshire +13 10 £55,007 -4.34%
South East +35 3 £75,000 +50.00% 2
North East - 3 £49,337 -
Midlands +49 2 £45,000 - 1
East Midlands +25 2 £45,000 - 1

For the 6 months to 15 July 2019, IT jobs citing Oozie 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 with a requirement for Oozie.

1 211 (98.14%) Apache Spark
2 207 (96.28%) Big Data
3 203 (94.42%) Apache Hive
4 193 (89.77%) Python
5 174 (80.93%) Kafka
6 166 (77.21%) Hadoop
7 164 (76.28%) Scala
8 153 (71.16%) Java
9 152 (70.70%) HBase
10 145 (67.44%) Cloudera
11 139 (64.65%) Amazon AWS
12 124 (57.67%) Apache Pig
13 119 (55.35%) Impala
14 116 (53.95%) Machine Learning
14 116 (53.95%) Agile Software Development
15 111 (51.63%) MapReduce
16 107 (49.77%) Apache Flume
17 102 (47.44%) NoSQL
18 101 (46.98%) SQL
19 100 (46.51%) Sqoop
20 98 (45.58%) Analytics
20 98 (45.58%) Data Science
21 94 (43.72%) Scrum
22 84 (39.07%) Microsoft Azure
22 84 (39.07%) Apache Cassandra
22 84 (39.07%) Google Cloud Platform
23 80 (37.21%) Apache ZooKeeper
24 79 (36.74%) MongoDB
25 71 (33.02%) Amazon Redshift
26 70 (32.56%) Hadoop YARN

Oozie
Co-occurring IT Skills 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
1 211 (98.14%) Apache Spark
2 124 (57.67%) Apache Pig
3 67 (31.16%) Elasticsearch
4 29 (13.49%) Apache Solr
5 19 (8.84%) Apache
6 3 (1.40%) Apache Airflow
7 1 (0.47%) Cloud Foundry
7 1 (0.47%) Confluence
7 1 (0.47%) Luigi
7 1 (0.47%) WebLogic Portal
Applications
1 5 (2.33%) Gephi
Business Applications
1 1 (0.47%) Adobe Campaign
Cloud Services
1 139 (64.65%) Amazon AWS
2 84 (39.07%) Google Cloud Platform
2 84 (39.07%) Microsoft Azure
3 24 (11.16%) Amazon Kinesis
4 16 (7.44%) Amazon EMR
5 13 (6.05%) Power Platform
6 11 (5.12%) Amazon ECS
6 11 (5.12%) Amazon EKS
6 11 (5.12%) GitHub
7 5 (2.33%) Amazon S3
8 4 (1.86%) AWS CloudFormation
9 3 (1.40%) Serverless
10 2 (0.93%) IBM Cloud
11 1 (0.47%) Amazon EC2
11 1 (0.47%) Azure Data Factory
11 1 (0.47%) Cloud Computing
11 1 (0.47%) IaaS
11 1 (0.47%) PaaS
11 1 (0.47%) Stackdriver
Communications & Networking
1 12 (5.58%) Internet
2 5 (2.33%) DNS
2 5 (2.33%) Ethernet
2 5 (2.33%) HTTP
2 5 (2.33%) MPLS
2 5 (2.33%) SSL
2 5 (2.33%) VPN
3 3 (1.40%) Kerberos
4 1 (0.47%) Firewall
Database & Business Intelligence
1 207 (96.28%) Big Data
2 203 (94.42%) Apache Hive
3 166 (77.21%) Hadoop
4 152 (70.70%) HBase
5 119 (55.35%) Impala
6 102 (47.44%) NoSQL
7 100 (46.51%) Sqoop
8 84 (39.07%) Apache Cassandra
9 79 (36.74%) MongoDB
10 71 (33.02%) Amazon Redshift
11 57 (26.51%) Flink
12 55 (25.58%) CouchDB
13 54 (25.12%) Couchbase
14 25 (11.63%) Apache Kudu
15 24 (11.16%) Data Warehouse
15 24 (11.16%) SQL Server
16 23 (10.70%) QlikView
17 20 (9.30%) Pentaho
18 19 (8.84%) BigQuery
19 18 (8.37%) DataStage
Development Applications
1 33 (15.35%) Git (software)
2 25 (11.63%) JIRA
3 22 (10.23%) Bitbucket
3 22 (10.23%) Bitbucket Server
3 22 (10.23%) git-flow
4 8 (3.72%) Jenkins
5 6 (2.79%) GitLab
6 3 (1.40%) Sonatype Nexus
7 2 (0.93%) Maven
8 1 (0.47%) Artifactory
8 1 (0.47%) Subversion
8 1 (0.47%) Vagrant
General
1 62 (28.84%) Law
2 23 (10.70%) Banking
3 10 (4.65%) Investment Banking
4 9 (4.19%) Games
5 8 (3.72%) Retail
6 4 (1.86%) Finance
7 3 (1.40%) Marketing
8 2 (0.93%) Telecoms
9 1 (0.47%) Advertising
Job Titles
1 127 (59.07%) Data Engineer
2 111 (51.63%) Big Data Engineer
3 50 (23.26%) Hadoop Engineer
4 45 (20.93%) Senior Data Engineer
5 28 (13.02%) Consultant
5 28 (13.02%) Data Consultant
6 25 (11.63%) Data Scientist
7 23 (10.70%) Senior Hadoop Engineer
8 20 (9.30%) Architect
9 18 (8.37%) Python Engineer
10 17 (7.91%) AWS Engineer
11 16 (7.44%) Big Data Architect
11 16 (7.44%) Data Architect
12 12 (5.58%) Analyst
12 12 (5.58%) Data Analyst
13 10 (4.65%) Developer
14 9 (4.19%) Games Engineer
15 6 (2.79%) Big Data Consultant
15 6 (2.79%) Big Data Developer
15 6 (2.79%) Cloud Consultant
Libraries, Frameworks & Software Standards
1 174 (80.93%) Kafka
2 65 (30.23%) Apache NiFi
3 37 (17.21%) Spark Streaming
4 27 (12.56%) Elastic Stack
5 10 (4.65%) .NET
6 5 (2.33%) PySpark
7 4 (1.86%) Apache Beam
8 3 (1.40%) Apache Drill
9 2 (0.93%) Apache Avro
9 2 (0.93%) Apache Camel
9 2 (0.93%) Jinja
9 2 (0.93%) Play Framework
9 2 (0.93%) RabbitMQ
9 2 (0.93%) REST
9 2 (0.93%) SAML
9 2 (0.93%) Samza
10 1 (0.47%) CSS3
10 1 (0.47%) Node.js
10 1 (0.47%) React
10 1 (0.47%) scikit-learn
Miscellaneous
1 49 (22.79%) Analytical Skills
2 24 (11.16%) Cyber Kill Chain
3 22 (10.23%) Analytical Mindset
4 10 (4.65%) Cloud Native
5 5 (2.33%) Cybercrime
6 4 (1.86%) Algorithms
6 4 (1.86%) Data Structures
7 2 (0.93%) FMCG
7 2 (0.93%) NHS
8 1 (0.47%) Data Centre
8 1 (0.47%) Public Cloud
8 1 (0.47%) Replication
8 1 (0.47%) Virtual Team
Operating Systems
1 32 (14.88%) Linux
2 31 (14.42%) Unix
3 2 (0.93%) HPUX
3 2 (0.93%) Ubuntu
4 1 (0.47%) Red Hat Enterprise Linux
Processes & Methodologies
1 116 (53.95%) Agile Software Development
1 116 (53.95%) Machine Learning
2 111 (51.63%) MapReduce
3 98 (45.58%) Analytics
3 98 (45.58%) Data Science
4 94 (43.72%) Scrum
5 69 (32.09%) Kanban
6 65 (30.23%) Data Engineering
7 59 (27.44%) ETL
8 51 (23.72%) DevOps
9 47 (21.86%) Data Modelling
10 42 (19.53%) Visualisation
11 40 (18.60%) Technology Roadmap
12 37 (17.21%) Software Engineering
13 33 (15.35%) Data Architecture
14 31 (14.42%) Business Intelligence
15 29 (13.49%) Mathematics
16 28 (13.02%) Data Analysis
17 27 (12.56%) Cybersecurity
18 25 (11.63%) Mentoring
Programming Languages
1 193 (89.77%) Python
2 164 (76.28%) Scala
3 153 (71.16%) Java
4 101 (46.98%) SQL
5 39 (18.14%) R
6 23 (10.70%) Bash Shell
6 23 (10.70%) C
7 22 (10.23%) Perl
8 17 (7.91%) Shell Script
9 15 (6.98%) PL/SQL
10 11 (5.12%) Clojure
11 10 (4.65%) C++
12 9 (4.19%) C#
13 1 (0.47%) Go
13 1 (0.47%) Java 8
13 1 (0.47%) JavaScript
Qualifications
1 7 (3.26%) Security Cleared
2 6 (2.79%) Degree
3 5 (2.33%) DV Cleared
4 3 (1.40%) Computer Science Degree
5 2 (0.93%) Master's Degree
5 2 (0.93%) SC Cleared
Quality Assurance & Compliance
1 22 (10.23%) Data Quality
2 5 (2.33%) QA
System Software
1 107 (49.77%) Apache Flume
2 80 (37.21%) Apache ZooKeeper
3 36 (16.74%) HDFS
4 5 (2.33%) Docker
5 3 (1.40%) Active Directory
6 1 (0.47%) Cronacle
Systems Management
1 70 (32.56%) Hadoop YARN
2 13 (6.05%) Ambari
3 10 (4.65%) Kibana
4 5 (2.33%) Kubernetes
5 3 (1.40%) Ansible
6 2 (0.93%) Opscode Chef
6 2 (0.93%) Single Sign-On
7 1 (0.47%) Control-M
7 1 (0.47%) Puppet
Vendors
1 145 (67.44%) Cloudera
2 66 (30.70%) Hortonworks
3 56 (26.05%) MapR
4 54 (25.12%) Databricks
5 27 (12.56%) Splunk
5 27 (12.56%) Tableau
6 25 (11.63%) Oracle
7 20 (9.30%) Informatica
8 19 (8.84%) Talend
9 11 (5.12%) Google
10 5 (2.33%) BT
11 4 (1.86%) Red Hat
12 3 (1.40%) IBM
12 3 (1.40%) MicroStrategy
13 2 (0.93%) AppDynamics
13 2 (0.93%) Cognizant
13 2 (0.93%) StreamSets
14 1 (0.47%) Salesforce Marketing Cloud
14 1 (0.47%) Salesforce.com
14 1 (0.47%) Samsung