Period
to 22 January 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 22 January 2019 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK > England
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 819 1055 1055
Rank change year-on-year +236 0 +88
Permanent jobs citing Oozie 252 97 122
As % of all permanent IT jobs advertised in England 0.18% 0.060% 0.074%
As % of the Systems Management category 1.56% 0.66% 0.83%
Number of salaries quoted 172 90 85
England median annual salary £80,000 £70,000 £60,000
Median salary % change year-on-year +14.29% +16.67% -6.25%
10th Percentile £49,337 £40,450 £33,500
90th Percentile £96,250 £97,500 £93,250
UK median annual salary £80,000 £70,000 £60,000
% change year-on-year +14.29% +16.67% -6.25%

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 advertised in England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 16,191 14,700 14,690
As % of all permanent IT jobs advertised in England 11.47% 9.05% 8.91%
Number of salaries quoted 12,721 12,135 11,979
England 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 £31,250
90th Percentile £87,500 £82,500 £80,000
UK median annual salary £57,000 £52,500 £50,000
% change year-on-year +8.57% +5.00% -

Oozie
Job Vacancy Trend in England

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

Job vacancy trend for Oozie in England

Oozie
Salary Trend in England

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

Salary trend for Oozie in England

Oozie
Salary Histogram in England

The salary distribution of IT jobs citing Oozie in England over the 6 months to 22 January 2019.

Salary histogram for Oozie in England

Oozie
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Oozie within the England region over the 6 months to 22 January 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 +177 188 £80,000 +14.29% 20
North of England +66 30 £49,337 +40.96% 1
Yorkshire - 15 £49,337 -
East of England +34 14 - - 1
Midlands +53 13 £64,250 +51.18%
East Midlands - 13 £64,250 -
North East - 11 £49,337 -
South East +36 5 £75,000 +50.00% 3
North West +30 4 £89,995 +157.13% 1
South West - 1 - -
Oozie
UK

For the 6 months to 22 January 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 across the England region with a requirement for Oozie.

1 240 (95.24%) Apache Hive
1 240 (95.24%) Apache Spark
2 231 (91.67%) Big Data
3 212 (84.13%) Hadoop
4 197 (78.17%) Scala
4 197 (78.17%) Python
5 186 (73.81%) Java
6 182 (72.22%) Kafka
7 181 (71.83%) Agile Software Development
8 176 (69.84%) HBase
9 155 (61.51%) Cloudera
10 137 (54.37%) NoSQL
10 137 (54.37%) SQL
11 135 (53.57%) Amazon AWS
12 131 (51.98%) Hortonworks
13 128 (50.79%) Apache Cassandra
14 119 (47.22%) Impala
15 115 (45.63%) Apache Flume
16 114 (45.24%) Analytics
17 110 (43.65%) Apache Pig
18 98 (38.89%) Data Science
19 92 (36.51%) HDFS
19 92 (36.51%) Scrum
20 85 (33.73%) Sqoop
20 85 (33.73%) Machine Learning
20 85 (33.73%) Hadoop YARN
21 84 (33.33%) MapReduce
22 82 (32.54%) Unix
23 81 (32.14%) Amazon Redshift
24 80 (31.75%) Elasticsearch

Oozie
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
1 240 (95.24%) Apache Spark
2 110 (43.65%) Apache Pig
3 80 (31.75%) Elasticsearch
4 49 (19.44%) Apache Solr
5 13 (5.16%) Apache
6 7 (2.78%) SAS
7 1 (0.40%) Apache Airflow
7 1 (0.40%) Luigi
Applications
1 2 (0.79%) SPSS
2 1 (0.40%) Microsoft Project
Cloud Services
1 135 (53.57%) Amazon AWS
2 44 (17.46%) GitHub
3 43 (17.06%) Microsoft Azure
4 30 (11.90%) Google Cloud Platform
5 10 (3.97%) Serverless
6 9 (3.57%) Amazon EC2
6 9 (3.57%) AWS Lambda
6 9 (3.57%) Cloud Computing
7 7 (2.78%) Amazon EMR
8 2 (0.79%) Amazon S3
8 2 (0.79%) AWS CloudFormation
9 1 (0.40%) Amazon Kinesis
9 1 (0.40%) IaaS
9 1 (0.40%) PaaS
9 1 (0.40%) SaaS
9 1 (0.40%) Stackdriver
Communications & Networking
1 14 (5.56%) Kerberos
2 11 (4.37%) Internet
3 9 (3.57%) Firewall
3 9 (3.57%) SSL
4 8 (3.17%) TCP/IP
5 5 (1.98%) DNS
5 5 (1.98%) HTTP
6 4 (1.59%) VPN
7 2 (0.79%) VLAN
8 1 (0.40%) HTTPS
8 1 (0.40%) Network Security
8 1 (0.40%) WAN
Database & Business Intelligence
1 240 (95.24%) Apache Hive
2 231 (91.67%) Big Data
3 212 (84.13%) Hadoop
4 176 (69.84%) HBase
5 137 (54.37%) NoSQL
6 128 (50.79%) Apache Cassandra
7 119 (47.22%) Impala
8 85 (33.73%) Sqoop
9 81 (32.14%) Amazon Redshift
10 73 (28.97%) Couchbase
11 71 (28.17%) Flink
12 69 (27.38%) CouchDB
13 62 (24.60%) MongoDB
13 62 (24.60%) Spark SQL
14 36 (14.29%) QlikView
15 25 (9.92%) Data Lake
16 23 (9.13%) Data Mining
17 22 (8.73%) Neo4j
18 19 (7.54%) Relational Database
19 17 (6.75%) SQL Server
Development Applications
1 18 (7.14%) Git (software)
2 15 (5.95%) Jenkins
3 14 (5.56%) GitLab
4 8 (3.17%) Atlassian Bamboo
4 8 (3.17%) Gradle
5 6 (2.38%) ERwin
5 6 (2.38%) JIRA
6 4 (1.59%) Eclipse
6 4 (1.59%) Subversion
6 4 (1.59%) Team Foundation Server
6 4 (1.59%) Travis CI
7 1 (0.40%) Hudson
7 1 (0.40%) Sonatype Nexus
General
1 31 (12.30%) Banking
2 23 (9.13%) Law
2 23 (9.13%) Military
3 22 (8.73%) Investment Banking
4 21 (8.33%) Games
5 19 (7.54%) Finance
6 18 (7.14%) Retail
6 18 (7.14%) Telecoms
7 1 (0.40%) Legal
7 1 (0.40%) Marketing
Job Titles
1 139 (55.16%) Data Engineer
2 131 (51.98%) Big Data Engineer
3 37 (14.68%) Developer
4 31 (12.30%) Python Engineer
5 30 (11.90%) Big Data Developer
6 29 (11.51%) Senior Data Engineer
7 23 (9.13%) Hadoop Developer
8 22 (8.73%) Data Scientist
9 20 (7.94%) Hadoop Engineer
10 18 (7.14%) Games Engineer
11 14 (5.56%) Apache Spark Developer
12 12 (4.76%) Senior Big Data Developer
12 12 (4.76%) Senior Developer
13 10 (3.97%) Architect
13 10 (3.97%) Head of Digital
14 8 (3.17%) Senior Hadoop Engineer
15 6 (2.38%) Administrator
15 6 (2.38%) Data Architect
16 5 (1.98%) Hadoop Administrator
16 5 (1.98%) Tester
Libraries, Frameworks & Software Standards
1 182 (72.22%) Kafka
2 62 (24.60%) Spark Streaming
3 30 (11.90%) Apache NiFi
4 20 (7.94%) .NET
5 10 (3.97%) PySpark
6 9 (3.57%) LDAP
7 7 (2.78%) JSON
8 5 (1.98%) SparkR
8 5 (1.98%) Web Services
9 4 (1.59%) AngularJS
9 4 (1.59%) CSS
9 4 (1.59%) HTML
9 4 (1.59%) HTML5
9 4 (1.59%) jQuery
9 4 (1.59%) React
9 4 (1.59%) RESTful
9 4 (1.59%) XML
10 3 (1.19%) Akka
10 3 (1.19%) SPNEGO
11 2 (0.79%) Apache Avro
Miscellaneous
1 20 (7.94%) Analytical Skills
2 11 (4.37%) Fintech
3 8 (3.17%) Self-Motivation
4 6 (2.38%) Enterprise Software
5 3 (1.19%) Linux Command Line
6 2 (0.79%) Virtual Team
7 1 (0.40%) Algorithms
7 1 (0.40%) Data Centre
7 1 (0.40%) Data Structures
7 1 (0.40%) FMCG
7 1 (0.40%) Linked Data
Operating Systems
1 82 (32.54%) Unix
2 39 (15.48%) Linux
3 5 (1.98%) VMS
4 4 (1.59%) Red Hat Enterprise Linux
4 4 (1.59%) Windows
5 3 (1.19%) CentOS
Processes & Methodologies
1 181 (71.83%) Agile Software Development
2 114 (45.24%) Analytics
3 98 (38.89%) Data Science
4 92 (36.51%) Scrum
5 85 (33.73%) Machine Learning
6 84 (33.33%) MapReduce
7 79 (31.35%) ETL
8 72 (28.57%) Data Engineering
9 69 (27.38%) Kanban
10 65 (25.79%) DevOps
11 54 (21.43%) Software Engineering
12 53 (21.03%) Mentoring
13 52 (20.63%) Data Analysis
14 50 (19.84%) Data Modelling
15 45 (17.86%) Data Transformation
16 44 (17.46%) Use Case
17 41 (16.27%) Coaching
18 38 (15.08%) Artificial Intelligence
18 38 (15.08%) Data Integration
19 32 (12.70%) Visualisation
Programming Languages
1 197 (78.17%) Python
1 197 (78.17%) Scala
2 186 (73.81%) Java
3 137 (54.37%) SQL
4 31 (12.30%) R
5 22 (8.73%) C++
6 20 (7.94%) C#
7 11 (4.37%) Shell Script
8 10 (3.97%) Bash Shell
9 8 (3.17%) PL/SQL
10 4 (1.59%) JavaScript
11 3 (1.19%) Perl
12 2 (0.79%) MATLAB
13 1 (0.40%) T-SQL
Qualifications
1 13 (5.16%) Degree
2 5 (1.98%) Computer Science Degree
3 2 (0.79%) Security Cleared
4 1 (0.40%) DV Cleared
4 1 (0.40%) ISEB
4 1 (0.40%) ISTQB
4 1 (0.40%) Master's Degree
4 1 (0.40%) PhD
4 1 (0.40%) SC Cleared
Quality Assurance & Compliance
1 22 (8.73%) Data Quality
2 17 (6.75%) QA
3 3 (1.19%) GDPR
3 3 (1.19%) PCI DSS
4 1 (0.40%) ISO/IEC 27001
System Software
1 115 (45.63%) Apache Flume
2 92 (36.51%) HDFS
3 40 (15.87%) Apache ZooKeeper
4 10 (3.97%) Active Directory
5 9 (3.57%) Virtual Machines
6 7 (2.78%) Docker
Systems Management
1 85 (33.73%) Hadoop YARN
2 15 (5.95%) Ambari
3 13 (5.16%) Puppet
4 10 (3.97%) Kubernetes
5 5 (1.98%) Kibana
5 5 (1.98%) Prometheus
6 4 (1.59%) Rundeck
7 1 (0.40%) Ansible
7 1 (0.40%) Grafana
7 1 (0.40%) Opscode Chef
7 1 (0.40%) Single Sign-On
7 1 (0.40%) Terraform
Vendors
1 155 (61.51%) Cloudera
2 131 (51.98%) Hortonworks
3 75 (29.76%) MapR
4 69 (27.38%) Databricks
5 58 (23.02%) Oracle
6 39 (15.48%) Tableau
7 18 (7.14%) Talend
8 10 (3.97%) Microsoft
9 9 (3.57%) Google
10 8 (3.17%) Informatica
10 8 (3.17%) WorldPay
11 7 (2.78%) Cognizant
11 7 (2.78%) SAP
12 6 (2.38%) Salesforce.com
13 5 (1.98%) CA
14 3 (1.19%) Splunk
15 2 (0.79%) MicroStrategy
15 2 (0.79%) RapidMiner
15 2 (0.79%) Red Hat
15 2 (0.79%) Vertica