Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK > England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1068 1059 1201
Rank change year-on-year -9 +142 +60
Permanent jobs citing Oozie 98 144 76
As % of all permanent IT jobs advertised in England 0.058% 0.080% 0.037%
As % of the Systems Management category 0.66% 0.92% 0.48%
Number of salaries quoted 79 97 37
England median annual salary £60,000 £60,000 £75,000
Median salary % change year-on-year - -20.00% +1.35%
10th Percentile £40,000 £33,500 £45,000
90th Percentile £103,000 £85,000 £112,500
UK median annual salary £60,000 £60,000 £75,000
% change year-on-year - -20.00% +1.35%

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 14782 15645 15913
As % of all permanent IT jobs advertised in England 8.76% 8.73% 7.78%
Number of salaries quoted 12233 12745 13042
England median annual salary £55,000 £50,500 £50,000
Median salary % change year-on-year +8.91% +1.00% +5.26%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £82,500 £78,750 £75,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 23 November 2017.

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 23 November 2017. 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 +11 64 £59,250 -18.28% 4
South East +21 18 £75,000 +25.00% 5
East of England +9 7 £80,000 -
Midlands +15 5 £42,500 -15.00%
West Midlands +6 5 £42,500 -15.00%
North of England +6 2 £35,000 -30.00%
North West -15 2 £35,000 -30.00%
South West -17 2 £60,000 +33.33% 1
Oozie
UK

For the 6 months to 23 November 2017, IT jobs citing Oozie also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Oozie.

1 93 (94.90%) Hadoop
2 85 (86.73%) Big Data
2 85 (86.73%) Apache Spark
3 77 (78.57%) Apache Hive
4 62 (63.27%) Python
5 52 (53.06%) Agile Software Development
6 44 (44.90%) HBase
7 43 (43.88%) Java
8 40 (40.82%) Finance
9 39 (39.80%) ETL
9 39 (39.80%) MapReduce
10 37 (37.76%) Relational Database
11 35 (35.71%) Apache Flume
12 34 (34.69%) Business Intelligence
12 34 (34.69%) Analytics
13 33 (33.67%) Kafka
13 33 (33.67%) Data Warehouse
14 31 (31.63%) Git (software)
14 31 (31.63%) Apache Airflow
15 28 (28.57%) HDFS
16 27 (27.55%) Apache Pig
17 26 (26.53%) Cloudera
17 26 (26.53%) Scala
18 25 (25.51%) Linux
19 24 (24.49%) NoSQL
20 22 (22.45%) Sqoop
20 22 (22.45%) Impala
20 22 (22.45%) SQL
21 20 (20.41%) SAP
21 20 (20.41%) Marketing

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 85 (86.73%) Apache Spark
2 31 (31.63%) Apache Airflow
3 27 (27.55%) Apache Pig
4 17 (17.35%) SAS
5 5 (5.10%) Apache Solr
6 3 (3.06%) Apache
6 3 (3.06%) Elasticsearch
7 1 (1.02%) Jupyter
Cloud Services
1 9 (9.18%) Amazon AWS
2 5 (5.10%) Amazon EMR
3 3 (3.06%) Google Cloud Platform
4 2 (2.04%) GitHub
5 1 (1.02%) AWS Lambda
5 1 (1.02%) Azure Data Factory
5 1 (1.02%) Microsoft Azure
5 1 (1.02%) Serverless
Communications & Networking
1 4 (4.08%) Kerberos
2 1 (1.02%) Firewall
2 1 (1.02%) LDAP
2 1 (1.02%) SSL
2 1 (1.02%) TCP/IP
Database & Business Intelligence
1 93 (94.90%) Hadoop
2 85 (86.73%) Big Data
3 77 (78.57%) Apache Hive
4 44 (44.90%) HBase
5 37 (37.76%) Relational Database
6 33 (33.67%) Data Warehouse
7 24 (24.49%) NoSQL
8 22 (22.45%) Impala
8 22 (22.45%) Sqoop
9 16 (16.33%) RDBMS
10 11 (11.22%) SQL Server
11 9 (9.18%) MySQL
12 8 (8.16%) Apache Cassandra
12 8 (8.16%) Cloudera CDH
12 8 (8.16%) SAS Data Integration Studio
13 6 (6.12%) Pentaho
13 6 (6.12%) PowerCenter
13 6 (6.12%) SQL Server Integration Services
14 5 (5.10%) MongoDB
14 5 (5.10%) SQL Server Analysis Services
Development Applications
1 31 (31.63%) Git (software)
2 8 (8.16%) Jenkins
3 6 (6.12%) Maven
3 6 (6.12%) Talend Open Studio
4 5 (5.10%) TeamCity
5 2 (2.04%) Subversion
General
1 40 (40.82%) Finance
2 20 (20.41%) Marketing
3 19 (19.39%) Telecoms
4 16 (16.33%) Electronics
5 15 (15.31%) Manufacturing
6 12 (12.24%) Games
7 11 (11.22%) Banking
8 5 (5.10%) Retail
8 5 (5.10%) Spanish Language
9 1 (1.02%) Investment Banking
9 1 (1.02%) Law
Job Titles
1 35 (35.71%) Developer
2 18 (18.37%) Big Data Engineer
3 16 (16.33%) Python Developer
4 15 (15.31%) Hadoop Engineer
5 12 (12.24%) Data Engineer
6 11 (11.22%) Big Data Developer
7 7 (7.14%) DevOps Engineer
8 6 (6.12%) Analyst
8 6 (6.12%) Automation Engineer
8 6 (6.12%) Data Manager
8 6 (6.12%) Data Warehouse Developer
9 5 (5.10%) Big Data Manager
9 5 (5.10%) Customer Analyst
9 5 (5.10%) Customer Insight Analyst
9 5 (5.10%) Data Analyst
9 5 (5.10%) Data Insight Analyst
9 5 (5.10%) Insight Analyst
9 5 (5.10%) Insight Data Analyst
10 4 (4.08%) QA Engineer
10 4 (4.08%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 33 (33.67%) Kafka
2 14 (14.29%) PySpark
3 6 (6.12%) CSS
3 6 (6.12%) HTML
4 4 (4.08%) XML
5 3 (3.06%) Spark Streaming
6 2 (2.04%) Apache Avro
6 2 (2.04%) YAML
7 1 (1.02%) Akka
7 1 (1.02%) AngularJS
7 1 (1.02%) DOM
7 1 (1.02%) Ember.js
7 1 (1.02%) HTML5
7 1 (1.02%) Natural Language Processing
7 1 (1.02%) Node.js
7 1 (1.02%) NumPy
7 1 (1.02%) React
7 1 (1.02%) REST
7 1 (1.02%) SOAP
7 1 (1.02%) Swagger
Miscellaneous
1 16 (16.33%) Analytical Skills
2 9 (9.18%) Computer Science
3 5 (5.10%) Algorithms
3 5 (5.10%) BBC
4 2 (2.04%) Virtual Team
5 1 (1.02%) Analytical Mindset
5 1 (1.02%) Data Structures
5 1 (1.02%) Enterprise Software
5 1 (1.02%) Fintech
5 1 (1.02%) Greenfield Project
5 1 (1.02%) Taxonomies
Operating Systems
1 25 (25.51%) Linux
2 3 (3.06%) Unix
3 1 (1.02%) Android
3 1 (1.02%) Apple iOS
Processes & Methodologies
1 52 (53.06%) Agile Software Development
2 39 (39.80%) ETL
2 39 (39.80%) MapReduce
3 34 (34.69%) Analytics
3 34 (34.69%) Business Intelligence
4 17 (17.35%) OO
5 16 (16.33%) Data Management
5 16 (16.33%) Open Source
5 16 (16.33%) Programme Management
6 15 (15.31%) Data Modelling
6 15 (15.31%) Digital Marketing
7 13 (13.27%) Information Management
7 13 (13.27%) User Acceptance Testing
8 12 (12.24%) Business Analytics
8 12 (12.24%) Data Visualisation
8 12 (12.24%) Requirements Analysis
8 12 (12.24%) Technical Architecture
8 12 (12.24%) Use Case
8 12 (12.24%) Visualisation
8 12 (12.24%) Waterfall
Programming Languages
1 62 (63.27%) Python
2 43 (43.88%) Java
3 26 (26.53%) Scala
4 22 (22.45%) SQL
5 15 (15.31%) Shell Script
6 5 (5.10%) JavaScript
7 3 (3.06%) R
8 2 (2.04%) C#
8 2 (2.04%) T-SQL
9 1 (1.02%) Clojure
Qualifications
1 14 (14.29%) Degree
2 7 (7.14%) Computer Science Degree
3 1 (1.02%) PhD
Quality Assurance & Compliance
1 10 (10.20%) QA
2 7 (7.14%) Data Quality
3 3 (3.06%) GCP
System Software
1 35 (35.71%) Apache Flume
2 28 (28.57%) HDFS
3 9 (9.18%) Apache ZooKeeper
4 3 (3.06%) Docker
5 2 (2.04%) Virtual Machines
6 1 (1.02%) Cronacle
Systems Management
1 11 (11.22%) Hadoop YARN
2 6 (6.12%) Opscode Chef
2 6 (6.12%) Puppet
3 4 (4.08%) Nagios
4 3 (3.06%) Ansible
5 2 (2.04%) Kubernetes
6 1 (1.02%) Ambari
6 1 (1.02%) Control-M
Vendors
1 26 (26.53%) Cloudera
2 20 (20.41%) SAP
3 19 (19.39%) Hortonworks
4 6 (6.12%) Ab Initio
4 6 (6.12%) MicroStrategy
4 6 (6.12%) Talend
5 5 (5.10%) Microsoft
5 5 (5.10%) Tableau
6 4 (4.08%) Oracle
7 1 (1.02%) GigaSpaces
7 1 (1.02%) Informatica
7 1 (1.02%) MapR
7 1 (1.02%) Splunk
7 1 (1.02%) StreamBase