Period
to 21 October 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 21 October 2019 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
21 Oct 2019
Same period 2018 Same period 2017
Rank 910 978 1127
Rank change year-on-year +68 +149 -32
Permanent jobs citing Oozie 166 187 88
As % of all permanent IT jobs advertised in the UK 0.12% 0.11% 0.051%
As % of the Systems Management category 0.93% 1.08% 0.56%
Number of salaries quoted 144 118 65
UK median annual salary £65,000 £70,000 £57,500
Median salary % change year-on-year -7.14% +21.74% -4.17%
10th Percentile £50,000 £50,000 £41,250
90th Percentile £86,375 £97,000 £104,000
UK excluding London median annual salary £50,000 £55,000 £55,000
% change year-on-year -9.09% - +10.00%

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 17,778 17,383 15,750
As % of all permanent IT jobs advertised in the UK 12.98% 10.63% 9.04%
Number of salaries quoted 13,415 13,743 12,875
UK median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,000 £32,000 £31,250
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% -

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 21 October 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 21 October 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 +93 158 £65,000 -13.33% 12
London +44 83 £75,000 -6.25% 9
UK excluding London +75 78 £50,000 -9.09% 4
East of England +77 41 £50,000 -31.03% 1
South West +37 22 £50,000 -9.09%
North of England +20 6 £55,007 -31.24%
Yorkshire +8 6 £55,007 -4.34%
South East +24 5 £75,000 - 1
Scotland +3 3 £60,900 +10.73% 1
East Midlands +18 1 £45,000 -29.96% 1
Midlands +13 1 £45,000 -29.96% 1

For the 6 months to 21 October 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.

1 148 (89.16%) Big Data
2 147 (88.55%) Apache Spark
3 145 (87.35%) Apache Hive
4 143 (86.14%) Python
5 109 (65.66%) Kafka
6 100 (60.24%) Hadoop
7 92 (55.42%) Machine Learning
8 88 (53.01%) Linux
9 75 (45.18%) Apache Flume
10 74 (44.58%) Impala
11 72 (43.37%) Cloudera
12 71 (42.77%) Java
13 70 (42.17%) Agile Software Development
14 68 (40.96%) Analytical Skills
14 68 (40.96%) Scala
15 67 (40.36%) MapReduce
16 65 (39.16%) HBase
16 65 (39.16%) Data Science
17 64 (38.55%) Sqoop
17 64 (38.55%) Scrum
18 62 (37.35%) JIRA
19 60 (36.14%) Analytics
20 59 (35.54%) Git (software)
21 58 (34.94%) SQL
22 57 (34.34%) Visualisation
23 56 (33.73%) Elastic Stack
24 53 (31.93%) Bash Shell
25 52 (31.33%) AWS
25 52 (31.33%) R
26 51 (30.72%) Azure

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
1 147 (88.55%) Apache Spark
2 24 (14.46%) Apache Pig
3 17 (10.24%) Apache Airflow
4 14 (8.43%) Luigi
5 11 (6.63%) Apache
6 9 (5.42%) Apache Solr
7 5 (3.01%) SharePoint
8 3 (1.81%) Elasticsearch
9 2 (1.20%) Cloud Foundry
10 1 (0.60%) Confluence
10 1 (0.60%) WebLogic Portal
Applications
1 7 (4.22%) Gephi
2 1 (0.60%) Microsoft Project
Business Applications
1 1 (0.60%) Adobe Campaign
Cloud Services
1 52 (31.33%) AWS
2 51 (30.72%) Azure
3 33 (19.88%) GCP
4 11 (6.63%) IaaS
4 11 (6.63%) PaaS
5 9 (5.42%) GitHub
6 8 (4.82%) Amazon EC2
6 8 (4.82%) Amazon EMR
7 5 (3.01%) Amazon S3
7 5 (3.01%) Siri
8 3 (1.81%) Amazon ECS
8 3 (1.81%) Amazon EKS
8 3 (1.81%) Amazon Kinesis
8 3 (1.81%) Power Platform
9 2 (1.20%) Azure Data Factory
9 2 (1.20%) Cloud Computing
10 1 (0.60%) Azure Machine Learning
10 1 (0.60%) Serverless
Communications & Networking
1 18 (10.84%) VPN
2 14 (8.43%) HTTP
2 14 (8.43%) SSL
3 12 (7.23%) Kerberos
4 11 (6.63%) Firewall
5 7 (4.22%) DNS
5 7 (4.22%) Ethernet
5 7 (4.22%) HTTPS
5 7 (4.22%) MPLS
Database & Business Intelligence
1 148 (89.16%) Big Data
2 145 (87.35%) Apache Hive
3 100 (60.24%) Hadoop
4 74 (44.58%) Impala
5 65 (39.16%) HBase
6 64 (38.55%) Sqoop
7 30 (18.07%) MongoDB
8 24 (14.46%) Apache Cassandra
9 21 (12.65%) Apache Kudu
9 21 (12.65%) NoSQL
10 20 (12.05%) Data Warehouse
11 17 (10.24%) Relational Database
12 16 (9.64%) Amazon Redshift
12 16 (9.64%) SQL Server
13 14 (8.43%) MySQL
13 14 (8.43%) PostgreSQL
14 13 (7.83%) BigQuery
14 13 (7.83%) Flink
14 13 (7.83%) Presto
15 10 (6.02%) Amazon Athena
Development Applications
1 62 (37.35%) JIRA
2 59 (35.54%) Git (software)
3 41 (24.70%) Bitbucket
4 40 (24.10%) Bitbucket Server
4 40 (24.10%) git-flow
5 20 (12.05%) Jenkins
6 6 (3.61%) GitLab
7 1 (0.60%) Artifactory
7 1 (0.60%) Maven
7 1 (0.60%) Selenium
7 1 (0.60%) SonarQube
7 1 (0.60%) Sonatype Nexus
7 1 (0.60%) Subversion
7 1 (0.60%) Vagrant
General
1 18 (10.84%) Law
2 11 (6.63%) Retail
3 5 (3.01%) Finance
4 3 (1.81%) Legal
4 3 (1.81%) Public Sector
5 2 (1.20%) Advertising
5 2 (1.20%) Marketing
6 1 (0.60%) Banking
Job Titles
1 79 (47.59%) Data Engineer
2 42 (25.30%) Senior Data Engineer
3 37 (22.29%) Consultant
3 37 (22.29%) Data Consultant
4 34 (20.48%) Big Data Engineer
5 32 (19.28%) Data Scientist
6 22 (13.25%) Hadoop Engineer
7 20 (12.05%) Analyst
7 20 (12.05%) Data Analyst
8 14 (8.43%) QA Engineer
8 14 (8.43%) Senior Hadoop Engineer
8 14 (8.43%) Senior QA Engineer
9 12 (7.23%) Architect
10 11 (6.63%) Data Architect
10 11 (6.63%) DevOps Engineer
11 10 (6.02%) Developer
12 8 (4.82%) Cloud Architect
12 8 (4.82%) Principal Engineer
12 8 (4.82%) Senior DevOps
12 8 (4.82%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 109 (65.66%) Kafka
2 56 (33.73%) Elastic Stack
3 18 (10.84%) Apache NiFi
3 18 (10.84%) PySpark
4 12 (7.23%) SAML
5 11 (6.63%) OAuth
6 10 (6.02%) LDAP
7 7 (4.22%) Spark Streaming
8 5 (3.01%) D3.js
8 5 (3.01%) ggplot
8 5 (3.01%) RESTful
9 4 (2.41%) Apache Drill
10 3 (1.81%) Apache Beam
10 3 (1.81%) JSON
10 3 (1.81%) Play Framework
11 2 (1.20%) REST
12 1 (0.60%) EDI
12 1 (0.60%) JSF
12 1 (0.60%) Natural Language Processing
12 1 (0.60%) Spring
Miscellaneous
1 68 (40.96%) Analytical Skills
2 43 (25.90%) Cyber Kill Chain
3 40 (24.10%) Analytical Mindset
4 15 (9.04%) Algorithms
5 14 (8.43%) Data Structures
6 13 (7.83%) Data Centre
7 7 (4.22%) Cybercrime
8 5 (3.01%) iPad
8 5 (3.01%) iPhone
8 5 (3.01%) Self-Motivation
8 5 (3.01%) User Experience
9 3 (1.81%) Management Information System
10 2 (1.20%) Public Cloud
10 2 (1.20%) Social Network
11 1 (0.60%) CUDA
11 1 (0.60%) Greenfield Project
11 1 (0.60%) NHS
11 1 (0.60%) Replication
11 1 (0.60%) Virtual Team
Operating Systems
1 88 (53.01%) Linux
2 28 (16.87%) Unix
3 1 (0.60%) HPUX
3 1 (0.60%) Red Hat Enterprise Linux
3 1 (0.60%) Ubuntu
Processes & Methodologies
1 92 (55.42%) Machine Learning
2 70 (42.17%) Agile Software Development
3 67 (40.36%) MapReduce
4 65 (39.16%) Data Science
5 64 (38.55%) Scrum
6 60 (36.14%) Analytics
7 57 (34.34%) Visualisation
8 51 (30.72%) Cybersecurity
9 47 (28.31%) Mathematics
10 45 (27.11%) Data Modelling
11 43 (25.90%) OSINT
12 42 (25.30%) DevOps
13 40 (24.10%) Kanban
13 40 (24.10%) Problem-Solving
14 37 (22.29%) Data Engineering
15 35 (21.08%) Data Analysis
16 34 (20.48%) Business Intelligence
17 32 (19.28%) ETL
17 32 (19.28%) Software Engineering
18 20 (12.05%) TDD
Programming Languages
1 143 (86.14%) Python
2 71 (42.77%) Java
3 68 (40.96%) Scala
4 58 (34.94%) SQL
5 53 (31.93%) Bash Shell
6 52 (31.33%) R
7 41 (24.70%) C
7 41 (24.70%) Perl
8 18 (10.84%) Shell Script
9 15 (9.04%) C#
10 12 (7.23%) Ruby
11 6 (3.61%) PL/SQL
12 3 (1.81%) Clojure
13 1 (0.60%) HiveQL
13 1 (0.60%) Java 8
13 1 (0.60%) JavaScript
13 1 (0.60%) PHP
13 1 (0.60%) Pig Latin
Qualifications
1 7 (4.22%) DV Cleared
1 7 (4.22%) Security Cleared
2 6 (3.61%) Degree
3 1 (0.60%) Six Sigma Black Belt
Quality Assurance & Compliance
1 28 (16.87%) Data Quality
2 24 (14.46%) QA
3 3 (1.81%) GDPR
3 3 (1.81%) ISO/IEC 27001
System Software
1 75 (45.18%) Apache Flume
2 40 (24.10%) HDFS
3 34 (20.48%) Apache ZooKeeper
4 5 (3.01%) Docker
5 2 (1.20%) Cronacle
6 1 (0.60%) Active Directory
Systems Management
1 38 (22.89%) Hadoop YARN
2 14 (8.43%) Ambari
3 12 (7.23%) Single Sign-On
4 7 (4.22%) Ansible
4 7 (4.22%) Kibana
5 5 (3.01%) Control-M
5 5 (3.01%) HP Quality Center
5 5 (3.01%) Puppet
6 4 (2.41%) Terraform
7 3 (1.81%) Kubernetes
Vendors
1 72 (43.37%) Cloudera
2 47 (28.31%) Splunk
3 30 (18.07%) Hortonworks
4 16 (9.64%) Microsoft
5 15 (9.04%) Google
6 13 (7.83%) Tableau
7 9 (5.42%) Oracle
8 7 (4.22%) BT
8 7 (4.22%) Informatica
9 6 (3.61%) HP
10 5 (3.01%) Apple
10 5 (3.01%) CA Agile Central
11 4 (2.41%) Ab Initio
12 3 (1.81%) Netezza
13 2 (1.20%) Cognos
13 2 (1.20%) MapR
13 2 (1.20%) MicroStrategy
13 2 (1.20%) Samsung
13 2 (1.20%) Talend
14 1 (0.60%) Salesforce Marketing Cloud