Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Oozie skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Oozie over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Oozie
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 656 794 789
Rank change year-on-year +138 -5 -6
Contract jobs citing Oozie 175 79 76
As % of all contract IT jobs advertised in England 0.19% 0.080% 0.072%
As % of the Systems Management category 1.64% 0.73% 0.84%
Number of daily rates quoted 149 41 53
England median daily rate £550 £500 £525
Median daily rate % change year-on-year +10.00% -4.76% -2.33%
10th Percentile £400 £405 £425
90th Percentile £675 £750 £710
UK median daily rate £550 £520 £525
% change year-on-year +5.77% -0.95% -2.33%
Number of hourly rates quoted 1 0 2
England median hourly rate £45.00 - £33.55
UK median hourly rate £45.00 - £33.55

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

All Systems Management Skills
England
Contract vacancies with a requirement for systems management skills 10642 10872 9065
As % of all contract IT jobs advertised in England 11.34% 11.08% 8.63%
Number of daily rates quoted 7286 7011 5595
England median daily rate £475 £450 £413
Median daily rate % change year-on-year +5.56% +9.09% +4.43%
10th Percentile £263 £263 £238
90th Percentile £625 £588 £575
UK median daily rate £475 £442 £400
% change year-on-year +7.47% +10.50% +5.26%
Number of hourly rates quoted 260 244 308
England median hourly rate £17.00 £20.73 £20.00
Median hourly rate % change year-on-year -17.99% +3.65% +1.50%
10th Percentile £10.86 £12.83 £11.25
90th Percentile £47.50 £44.50 £43.00
UK median hourly rate £17.50 £21.00 £19.03
% change year-on-year -16.67% +10.35% -4.42%

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
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Oozie in England.

Contractor daily rate trend for Oozie in England

Oozie
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Oozie in England over the 6 months to 18 November 2017.

Contractor daily rate histogram for Oozie in England

Oozie
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Oozie within the England region over the 6 months to 18 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +64 118 £550 - 2
South East +26 36 £575 +4.55% 1
East of England -11 9 £466 +9.71% 2
North of England +71 7 £488 -
North West +31 5 £488 -
South West +13 4 £424 +5.94%
Yorkshire - 2 - -
Oozie
UK

For the 6 months to 18 November 2017, IT contractor jobs citing Oozie also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Oozie.

1 166 (94.86%) Hadoop
2 162 (92.57%) Big Data
3 157 (89.71%) Apache Hive
4 152 (86.86%) Apache Spark
5 117 (66.86%) Apache Flume
5 117 (66.86%) Java
6 109 (62.29%) HDFS
7 96 (54.86%) Kafka
8 87 (49.71%) Python
9 79 (45.14%) Sqoop
10 68 (38.86%) Impala
11 66 (37.71%) PySpark
11 66 (37.71%) MapReduce
12 64 (36.57%) Open Source
13 56 (32.00%) HBase
14 55 (31.43%) Ambari
15 54 (30.86%) Hadoop YARN
16 50 (28.57%) PostgreSQL
17 49 (28.00%) Data Warehouse
18 47 (26.86%) Data Engineering
19 46 (26.29%) DevOps
20 45 (25.71%) Cloudera
20 45 (25.71%) SQL
21 44 (25.14%) Jenkins
22 42 (24.00%) Analytics
22 42 (24.00%) Agile Software Development
23 38 (21.71%) Oracle
23 38 (21.71%) Amazon AWS
24 37 (21.14%) Tableau
24 37 (21.14%) ETL

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
1 152 (86.86%) Apache Spark
2 27 (15.43%) Apache
3 26 (14.86%) Apache Pig
4 21 (12.00%) Elasticsearch
5 8 (4.57%) Apache Airflow
6 2 (1.14%) Apache Solr
6 2 (1.14%) Confluence
7 1 (0.57%) Oracle SOA Suite
7 1 (0.57%) Oracle Workflow
Cloud Services
1 38 (21.71%) Amazon AWS
2 35 (20.00%) Bluemix
2 35 (20.00%) IBM Cloud
3 33 (18.86%) GitHub
4 11 (6.29%) Google Analytics
5 9 (5.14%) Amazon S3
6 7 (4.00%) Amazon EMR
6 7 (4.00%) Amazon Kinesis
7 6 (3.43%) Microsoft Azure
8 4 (2.29%) Google Cloud Platform
8 4 (2.29%) Slack
9 3 (1.71%) IaaS
9 3 (1.71%) PaaS
10 2 (1.14%) Amazon EC2
10 2 (1.14%) Amazon SQS
10 2 (1.14%) Cloud Computing
Communications & Networking
1 3 (1.71%) Kerberos
2 2 (1.14%) Network Security
2 2 (1.14%) SSL
Database & Business Intelligence
1 166 (94.86%) Hadoop
2 162 (92.57%) Big Data
3 157 (89.71%) Apache Hive
4 79 (45.14%) Sqoop
5 68 (38.86%) Impala
6 56 (32.00%) HBase
7 50 (28.57%) PostgreSQL
8 49 (28.00%) Data Warehouse
9 30 (17.14%) NoSQL
9 30 (17.14%) Relational Database
10 29 (16.57%) SQL Server
11 27 (15.43%) SQL Server 2008
12 26 (14.86%) RDBMS
13 15 (8.57%) Oracle Database
14 14 (8.00%) Oracle ODI
14 14 (8.00%) SQL Server Integration Services
15 11 (6.29%) Data Lake
15 11 (6.29%) SQL Server 2012
16 10 (5.71%) Apache Cassandra
17 8 (4.57%) Amazon Redshift
Development Applications
1 44 (25.14%) Jenkins
2 19 (10.86%) Git (software)
3 13 (7.43%) JUnit
3 13 (7.43%) Mockito
4 10 (5.71%) JIRA
5 6 (3.43%) Eclipse
5 6 (3.43%) Maven
6 4 (2.29%) Vagrant
7 2 (1.14%) Sonatype Nexus
7 2 (1.14%) Talend Open Studio
8 1 (0.57%) Atlassian Bamboo
8 1 (0.57%) Cucumber
8 1 (0.57%) RStudio
General
1 29 (16.57%) Finance
2 21 (12.00%) Banking
3 5 (2.86%) Marketing
4 4 (2.29%) Electronics
4 4 (2.29%) Retail
4 4 (2.29%) Telecoms
5 3 (1.71%) Investment Banking
5 3 (1.71%) Manufacturing
6 1 (0.57%) Front Office
6 1 (0.57%) Law
Job Titles
1 68 (38.86%) Data Engineer
2 62 (35.43%) Big Data Engineer
3 51 (29.14%) Hadoop Engineer
4 46 (26.29%) Developer
5 22 (12.57%) Big Data Developer
6 18 (10.29%) Architect
6 18 (10.29%) Java Engineer
7 16 (9.14%) Data Architect
8 15 (8.57%) Java Developer
8 15 (8.57%) Senior Hadoop Engineer
9 14 (8.00%) Senior Java Engineer
10 13 (7.43%) Hadoop Developer
11 12 (6.86%) Big Data Architect
12 10 (5.71%) Apache Spark Developer
13 8 (4.57%) Scala Developer
14 6 (3.43%) Senior Developer
15 5 (2.86%) Administrator
15 5 (2.86%) Java Hadoop Developer
15 5 (2.86%) Senior Data Engineer
16 4 (2.29%) Big Data Solutions Architect
Libraries, Frameworks & Software Standards
1 96 (54.86%) Kafka
2 66 (37.71%) PySpark
3 16 (9.14%) Web Services
4 14 (8.00%) Cascading
5 13 (7.43%) RESTful
6 11 (6.29%) REST
6 11 (6.29%) SOAP
6 11 (6.29%) Spring
7 9 (5.14%) JSON
8 7 (4.00%) Apache Avro
9 6 (3.43%) Akka
9 6 (3.43%) Apache Commons
10 5 (2.86%) Node.js
10 5 (2.86%) Spark Streaming
11 4 (2.29%) Hibernate
11 4 (2.29%) Velocity
11 4 (2.29%) XML
12 3 (1.71%) Gherkin
12 3 (1.71%) Guava
12 3 (1.71%) scikit-learn
Miscellaneous
1 27 (15.43%) Analytical Skills
2 14 (8.00%) Greenfield Project
3 11 (6.29%) Computer Science
4 6 (3.43%) Algorithms
5 5 (2.86%) Linked Data
5 5 (2.86%) Semantic Web
6 4 (2.29%) Replication
7 3 (1.71%) Credit Derivative
7 3 (1.71%) Data Centre
7 3 (1.71%) Derivative
7 3 (1.71%) Equities
7 3 (1.71%) Foreign Exchange (FX)
8 2 (1.14%) Grid Computing
9 1 (0.57%) Credit Risk
9 1 (0.57%) Fintech
9 1 (0.57%) Management Information System
9 1 (0.57%) Reference Data
Operating Systems
1 14 (8.00%) Linux
2 7 (4.00%) Unix
3 2 (1.14%) Android
3 2 (1.14%) Apple iOS
3 2 (1.14%) Debian
3 2 (1.14%) Red Hat Enterprise Linux
3 2 (1.14%) Ubuntu
3 2 (1.14%) Windows
Processes & Methodologies
1 66 (37.71%) MapReduce
2 64 (36.57%) Open Source
3 47 (26.86%) Data Engineering
4 46 (26.29%) DevOps
5 42 (24.00%) Agile Software Development
5 42 (24.00%) Analytics
6 37 (21.14%) Business Intelligence
6 37 (21.14%) ETL
7 29 (16.57%) Data Modelling
8 25 (14.29%) Multithreading
9 21 (12.00%) BDD
10 18 (10.29%) TDD
11 16 (9.14%) Use Case
12 15 (8.57%) OO
12 15 (8.57%) Unit Testing
13 14 (8.00%) Scrum
14 13 (7.43%) Data Integration
14 13 (7.43%) Mentoring
14 13 (7.43%) Test Automation
14 13 (7.43%) Workflow
Programming Languages
1 117 (66.86%) Java
2 87 (49.71%) Python
3 45 (25.71%) SQL
4 33 (18.86%) Scala
5 26 (14.86%) Shell Script
6 15 (8.57%) PL/SQL
7 8 (4.57%) HiveQL
8 6 (3.43%) Bash Shell
9 5 (2.86%) C#
9 5 (2.86%) SPARQL
10 2 (1.14%) C
10 2 (1.14%) COBOL
10 2 (1.14%) T-SQL
11 1 (0.57%) JavaScript
Qualifications
1 12 (6.86%) Degree
2 5 (2.86%) Computer Science Degree
3 3 (1.71%) Master's Degree
4 1 (0.57%) BPSS Clearance
Quality Assurance & Compliance
1 7 (4.00%) QA
2 2 (1.14%) Data Quality
3 1 (0.57%) Basel III
3 1 (0.57%) Dodd-Frank
3 1 (0.57%) SLA
System Software
1 117 (66.86%) Apache Flume
2 109 (62.29%) HDFS
3 23 (13.14%) Docker
4 5 (2.86%) Apache ZooKeeper
5 1 (0.57%) Active Directory
5 1 (0.57%) Oracle RAC
Systems Management
1 55 (31.43%) Ambari
2 54 (30.86%) Hadoop YARN
3 19 (10.86%) Kubernetes
4 6 (3.43%) Opscode Chef
5 5 (2.86%) Ansible
5 5 (2.86%) Puppet
6 2 (1.14%) Control-M
Vendors
1 45 (25.71%) Cloudera
2 38 (21.71%) Oracle
3 37 (21.14%) Tableau
4 35 (20.00%) IBM
5 11 (6.29%) Google
5 11 (6.29%) Salesforce.com
6 10 (5.71%) Microsoft
7 6 (3.43%) Hortonworks
7 6 (3.43%) MapR
8 3 (1.71%) Palantir
8 3 (1.71%) SAP
9 2 (1.14%) Atlassian
9 2 (1.14%) SaltStack
9 2 (1.14%) Talend
10 1 (0.57%) Red Hat
10 1 (0.57%) Splunk
10 1 (0.57%) Teradata