Period
to 20 October 2017

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 20 October 2017 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
20 Oct 2017
Same period 2016 Same period 2015
Rank 1104 1079 1240
Rank change year-on-year -25 +161 +25
Permanent jobs citing Oozie 88 149 75
As % of all permanent IT jobs advertised in the UK 0.051% 0.078% 0.034%
As % of the Systems Management category 0.57% 0.90% 0.45%
Number of salaries quoted 65 92 44
UK median annual salary £57,500 £60,000 £65,000
Median salary % change year-on-year -4.17% -7.69% -27.78%
10th Percentile £41,250 £34,300 £45,000
90th Percentile £104,000 £85,000 £105,250
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -32.43%

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 15438 16522 16848
As % of all permanent IT jobs advertised in the UK 8.86% 8.65% 7.68%
Number of salaries quoted 12613 13344 13605
UK median annual salary £52,500 £50,000 £48,000
Median salary % change year-on-year +5.00% +4.17% +3.23%
10th Percentile £31,250 £31,250 £29,750
90th Percentile £81,250 £77,500 £73,750
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 20 October 2017.

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 20 October 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
England +4 87 £56,250 -6.25% 6
London +34 54 £58,000 -22.67% 5
UK excluding London -13 34 £55,000 +10.00% 1
South East +37 21 £65,000 +8.33% 1
Midlands +22 5 £42,500 -22.73%
West Midlands +7 5 £42,500 -22.73%
East of England +3 4 £57,500 -28.13%
South West +1 2 £60,000 +46.34%
North of England -4 1 £35,000 -33.33%
Scotland -13 1 £57,500 -
North West -15 1 £35,000 -30.00%

For the 6 months to 20 October 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 with a requirement for Oozie.

1 85 (96.59%) Hadoop
2 80 (90.91%) Apache Spark
3 79 (89.77%) Big Data
4 72 (81.82%) Apache Hive
5 57 (64.77%) Python
6 51 (57.95%) Agile Software Development
7 42 (47.73%) ETL
8 40 (45.45%) Java
8 40 (45.45%) Finance
9 38 (43.18%) MapReduce
10 36 (40.91%) HDFS
10 36 (40.91%) Analytics
11 35 (39.77%) Data Warehouse
12 34 (38.64%) Business Intelligence
13 33 (37.50%) Relational Database
13 33 (37.50%) HBase
14 32 (36.36%) Kafka
14 32 (36.36%) Apache Pig
15 28 (31.82%) Apache Flume
16 26 (29.55%) Impala
17 24 (27.27%) Apache Airflow
18 23 (26.14%) Cloudera
19 22 (25.00%) NoSQL
19 22 (25.00%) Scala
20 20 (22.73%) Sqoop
20 20 (22.73%) Linux
21 19 (21.59%) SQL
21 19 (21.59%) Data Management
22 17 (19.32%) Hortonworks
22 17 (19.32%) Marketing

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 80 (90.91%) Apache Spark
2 32 (36.36%) Apache Pig
3 24 (27.27%) Apache Airflow
4 13 (14.77%) SAS
5 4 (4.55%) Apache Solr
6 2 (2.27%) Elasticsearch
7 1 (1.14%) Apache
Applications
1 1 (1.14%) Microsoft Excel
1 1 (1.14%) Microsoft PowerPoint
1 1 (1.14%) MS Visio
Business Applications
1 1 (1.14%) Oracle Applications
Cloud Services
1 8 (9.09%) Amazon AWS
2 5 (5.68%) Amazon EMR
3 2 (2.27%) Google Cloud Platform
4 1 (1.14%) AWS Lambda
4 1 (1.14%) Microsoft Azure
4 1 (1.14%) Serverless
Communications & Networking
1 2 (2.27%) Kerberos
2 1 (1.14%) LDAP
2 1 (1.14%) SSL
Database & Business Intelligence
1 85 (96.59%) Hadoop
2 79 (89.77%) Big Data
3 72 (81.82%) Apache Hive
4 35 (39.77%) Data Warehouse
5 33 (37.50%) HBase
5 33 (37.50%) Relational Database
6 26 (29.55%) Impala
7 22 (25.00%) NoSQL
8 20 (22.73%) Sqoop
9 13 (14.77%) RDBMS
9 13 (14.77%) SQL Server
10 10 (11.36%) Cloudera CDH
11 9 (10.23%) MySQL
12 8 (9.09%) Pentaho
12 8 (9.09%) PowerCenter
12 8 (9.09%) SAS Data Integration Studio
12 8 (9.09%) SQL Server Integration Services
13 5 (5.68%) SQL Server Analysis Services
14 4 (4.55%) QlikView
14 4 (4.55%) SQL Server 2008
Development Applications
1 17 (19.32%) Git (software)
2 8 (9.09%) Talend Open Studio
3 3 (3.41%) Jenkins
3 3 (3.41%) Maven
4 2 (2.27%) Sonatype Nexus
5 1 (1.14%) TeamCity
General
1 40 (45.45%) Finance
2 17 (19.32%) Marketing
3 14 (15.91%) Electronics
4 13 (14.77%) Banking
4 13 (14.77%) Telecoms
5 12 (13.64%) Games
5 12 (13.64%) Manufacturing
6 5 (5.68%) Retail
6 5 (5.68%) Spanish Language
Job Titles
1 30 (34.09%) Developer
2 18 (20.45%) Hadoop Engineer
3 15 (17.05%) Python Developer
4 11 (12.50%) Big Data Developer
4 11 (12.50%) Big Data Engineer
4 11 (12.50%) Data Engineer
5 6 (6.82%) Administrator
5 6 (6.82%) Analyst
5 6 (6.82%) Data Manager
5 6 (6.82%) Data Warehouse Developer
6 5 (5.68%) Big Data Manager
6 5 (5.68%) Customer Analyst
6 5 (5.68%) Customer Insight Analyst
6 5 (5.68%) Data Administrator
6 5 (5.68%) Data Analyst
6 5 (5.68%) Data Insight Analyst
6 5 (5.68%) Hadoop Administrator
6 5 (5.68%) Insight Analyst
6 5 (5.68%) Insight Data Analyst
7 4 (4.55%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 32 (36.36%) Kafka
2 12 (13.64%) PySpark
3 5 (5.68%) CSS
3 5 (5.68%) HTML
4 4 (4.55%) XML
5 2 (2.27%) Apache Avro
5 2 (2.27%) Spark Streaming
6 1 (1.14%) Natural Language Processing
6 1 (1.14%) Samza
Miscellaneous
1 14 (15.91%) Analytical Skills
2 7 (7.95%) Computer Science
3 5 (5.68%) Algorithms
3 5 (5.68%) BBC
4 4 (4.55%) Data Structures
5 3 (3.41%) Virtual Team
6 1 (1.14%) Fintech
6 1 (1.14%) Greenfield Project
6 1 (1.14%) Replication
Operating Systems
1 20 (22.73%) Linux
2 3 (3.41%) Unix
Processes & Methodologies
1 51 (57.95%) Agile Software Development
2 42 (47.73%) ETL
3 38 (43.18%) MapReduce
4 36 (40.91%) Analytics
5 34 (38.64%) Business Intelligence
6 19 (21.59%) Data Management
7 15 (17.05%) Data Modelling
7 15 (17.05%) Information Management
7 15 (17.05%) Open Source
8 14 (15.91%) Business Analytics
8 14 (15.91%) OO
8 14 (15.91%) Requirements Analysis
8 14 (15.91%) Technical Architecture
8 14 (15.91%) Use Case
8 14 (15.91%) Waterfall
9 12 (13.64%) Digital Marketing
9 12 (13.64%) Programme Management
10 11 (12.50%) Data Visualisation
10 11 (12.50%) Performance Tuning
10 11 (12.50%) Visualisation
Programming Languages
1 57 (64.77%) Python
2 40 (45.45%) Java
3 22 (25.00%) Scala
4 19 (21.59%) SQL
5 10 (11.36%) Shell Script
6 4 (4.55%) JavaScript
6 4 (4.55%) Perl
7 1 (1.14%) PHP
7 1 (1.14%) R
7 1 (1.14%) T-SQL
Qualifications
1 12 (13.64%) Degree
2 4 (4.55%) Computer Science Degree
Quality Assurance & Compliance
1 7 (7.95%) Data Quality
2 5 (5.68%) QA
3 2 (2.27%) GCP
4 1 (1.14%) SLA
System Software
1 36 (40.91%) HDFS
2 28 (31.82%) Apache Flume
3 2 (2.27%) Apache ZooKeeper
4 1 (1.14%) Cronacle
Systems Management
1 4 (4.55%) Nagios
2 3 (3.41%) Ambari
2 3 (3.41%) Hadoop YARN
3 1 (1.14%) Control-M
3 1 (1.14%) Opscode Chef
3 1 (1.14%) Puppet
Vendors
1 23 (26.14%) Cloudera
2 17 (19.32%) Hortonworks
3 14 (15.91%) SAP
4 8 (9.09%) Ab Initio
4 8 (9.09%) MicroStrategy
4 8 (9.09%) Talend
5 5 (5.68%) Oracle
5 5 (5.68%) Tableau
6 4 (4.55%) Microsoft
7 1 (1.14%) Greenplum
7 1 (1.14%) Informatica
7 1 (1.14%) MapR
7 1 (1.14%) Netezza
7 1 (1.14%) Teradata
7 1 (1.14%) Vertica