Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies 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 19 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
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 697 813 805
Rank change year-on-year +116 -8 -10
Contract jobs citing Oozie 178 83 87
As % of all contract IT jobs advertised in the UK 0.18% 0.079% 0.076%
As % of the Systems Management category 1.55% 0.72% 0.89%
Number of daily rates quoted 149 43 53
UK median daily rate £550 £520 £525
Median daily rate % change year-on-year +5.77% -0.95% -2.33%
10th Percentile £400 £407 £425
90th Percentile £675 £749 £710
UK excluding London median daily rate £525 £425 £500
% change year-on-year +23.53% -15.00% -
Number of hourly rates quoted 1 0 2
UK median hourly rate £45.00 - £33.55
UK excluding London 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 with a requirement for systems management skills.

All Systems Management Skills
UK
Contract vacancies with a requirement for systems management skills 11457 11569 9810
As % of all contract IT jobs advertised in the UK 11.30% 11.03% 8.56%
Number of daily rates quoted 7753 7388 5993
UK median daily rate £475 £440 £400
Median daily rate % change year-on-year +7.95% +10.00% +5.26%
10th Percentile £263 £260 £230
90th Percentile £625 £588 £573
UK excluding London median daily rate £415 £400 £375
% change year-on-year +3.75% +6.67% +7.14%
Number of hourly rates quoted 283 267 333
UK median hourly rate £17.50 £20.73 £19.03
Median hourly rate % change year-on-year -15.58% +8.93% -2.41%
10th Percentile £10.94 £12.75 £11.17
90th Percentile £47.40 £43.28 £43.00
UK excluding London median hourly rate £16.00 £22.50 £19.03
% change year-on-year -28.89% +18.23% -5.13%

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
Contractor Daily Rate Trend

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

Contractor daily rate trend for Oozie in the UK

Oozie
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Oozie over the 6 months to 19 November 2017.

Contractor daily rate histogram for Oozie in the UK

Oozie
Top 11 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Oozie within the UK over the 6 months to 19 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
England +116 173 £550 +10.00% 5
London +44 118 £550 - 2
UK excluding London +45 57 £525 +23.53% 3
South East +20 37 £575 +4.55% 1
East of England -6 9 £466 +9.71% 2
North of England +64 7 £488 -
North West +28 5 £488 -
Northern Ireland -41 2 - -
Yorkshire - 2 - -
Wales +14 1 - -
South West +5 1 £423 +5.63%

For the 6 months to 19 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 with a requirement for Oozie.

1 168 (94.38%) Hadoop
2 165 (92.70%) Big Data
3 159 (89.33%) Apache Hive
4 154 (86.52%) Apache Spark
5 120 (67.42%) Apache Flume
6 119 (66.85%) Java
7 111 (62.36%) HDFS
8 98 (55.06%) Kafka
9 87 (48.88%) Python
10 81 (45.51%) Sqoop
11 72 (40.45%) Impala
12 67 (37.64%) MapReduce
13 66 (37.08%) PySpark
14 61 (34.27%) Open Source
15 55 (30.90%) Ambari
16 54 (30.34%) HBase
16 54 (30.34%) Hadoop YARN
17 52 (29.21%) PostgreSQL
18 51 (28.65%) Data Warehouse
19 49 (27.53%) SQL
20 47 (26.40%) Cloudera
20 47 (26.40%) Data Engineering
21 46 (25.84%) DevOps
21 46 (25.84%) Jenkins
22 42 (23.60%) Agile Software Development
23 41 (23.03%) Analytics
24 39 (21.91%) Tableau
24 39 (21.91%) Business Intelligence
24 39 (21.91%) Oracle
25 37 (20.79%) ETL

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
1 154 (86.52%) Apache Spark
2 28 (15.73%) Apache
3 23 (12.92%) Apache Pig
4 21 (11.80%) Elasticsearch
5 8 (4.49%) Apache Airflow
6 2 (1.12%) Apache Solr
6 2 (1.12%) Confluence
7 1 (0.56%) Oracle SOA Suite
7 1 (0.56%) Oracle Workflow
Cloud Services
1 35 (19.66%) Amazon AWS
1 35 (19.66%) Bluemix
1 35 (19.66%) IBM Cloud
2 33 (18.54%) GitHub
3 11 (6.18%) Google Analytics
4 9 (5.06%) Amazon S3
5 7 (3.93%) Amazon EMR
5 7 (3.93%) Amazon Kinesis
6 4 (2.25%) Google Cloud Platform
6 4 (2.25%) Slack
7 3 (1.69%) IaaS
7 3 (1.69%) Microsoft Azure
7 3 (1.69%) PaaS
8 2 (1.12%) Amazon EC2
8 2 (1.12%) Amazon SQS
9 1 (0.56%) Cloud Computing
9 1 (0.56%) Google Tag Manager
Communications & Networking
1 3 (1.69%) Kerberos
2 2 (1.12%) Network Security
2 2 (1.12%) SSL
Database & Business Intelligence
1 168 (94.38%) Hadoop
2 165 (92.70%) Big Data
3 159 (89.33%) Apache Hive
4 81 (45.51%) Sqoop
5 72 (40.45%) Impala
6 54 (30.34%) HBase
7 52 (29.21%) PostgreSQL
8 51 (28.65%) Data Warehouse
9 31 (17.42%) SQL Server
10 30 (16.85%) NoSQL
10 30 (16.85%) Relational Database
11 27 (15.17%) SQL Server 2008
12 26 (14.61%) RDBMS
13 15 (8.43%) Oracle Database
14 14 (7.87%) Oracle ODI
14 14 (7.87%) SQL Server Integration Services
15 12 (6.74%) Data Lake
16 11 (6.18%) SQL Server 2012
17 10 (5.62%) Apache Cassandra
18 8 (4.49%) Amazon Redshift
Development Applications
1 46 (25.84%) Jenkins
2 19 (10.67%) Git (software)
3 15 (8.43%) JUnit
3 15 (8.43%) Mockito
4 10 (5.62%) JIRA
5 8 (4.49%) Maven
6 6 (3.37%) Eclipse
7 3 (1.69%) Talend Open Studio
8 2 (1.12%) Ant
8 2 (1.12%) ClearCase
8 2 (1.12%) Sonatype Nexus
8 2 (1.12%) Subversion
8 2 (1.12%) Team Foundation Server
8 2 (1.12%) Visual Studio
9 1 (0.56%) Atlassian Bamboo
9 1 (0.56%) Cucumber
9 1 (0.56%) RStudio
9 1 (0.56%) Vagrant
General
1 31 (17.42%) Finance
2 21 (11.80%) Banking
3 5 (2.81%) Marketing
4 4 (2.25%) Electronics
4 4 (2.25%) Retail
4 4 (2.25%) Telecoms
5 3 (1.69%) Investment Banking
5 3 (1.69%) Manufacturing
6 2 (1.12%) Back Office
7 1 (0.56%) Front Office
7 1 (0.56%) Law
Job Titles
1 68 (38.20%) Data Engineer
2 62 (34.83%) Big Data Engineer
3 51 (28.65%) Hadoop Engineer
4 45 (25.28%) Developer
5 24 (13.48%) Big Data Developer
6 19 (10.67%) Architect
7 18 (10.11%) Java Engineer
8 17 (9.55%) Data Architect
9 15 (8.43%) Senior Hadoop Engineer
10 14 (7.87%) Java Developer
10 14 (7.87%) Senior Java Engineer
11 13 (7.30%) Big Data Architect
12 11 (6.18%) Hadoop Developer
13 10 (5.62%) Apache Spark Developer
14 8 (4.49%) Scala Developer
15 6 (3.37%) Senior Developer
16 5 (2.81%) Administrator
16 5 (2.81%) Senior Data Engineer
17 4 (2.25%) Big Data Solutions Architect
17 4 (2.25%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 98 (55.06%) Kafka
2 66 (37.08%) PySpark
3 17 (9.55%) Web Services
4 14 (7.87%) Cascading
4 14 (7.87%) RESTful
5 12 (6.74%) SOAP
6 11 (6.18%) REST
6 11 (6.18%) Spring
7 9 (5.06%) JSON
8 7 (3.93%) Apache Avro
9 6 (3.37%) Akka
9 6 (3.37%) Apache Commons
9 6 (3.37%) Spark Streaming
10 5 (2.81%) Gherkin
10 5 (2.81%) Node.js
11 4 (2.25%) .NET
11 4 (2.25%) Hibernate
11 4 (2.25%) Velocity
11 4 (2.25%) XML
12 3 (1.69%) Guava
Miscellaneous
1 27 (15.17%) Analytical Skills
2 14 (7.87%) Greenfield Project
3 11 (6.18%) Computer Science
4 6 (3.37%) Algorithms
5 5 (2.81%) Linked Data
5 5 (2.81%) Semantic Web
6 4 (2.25%) Replication
7 3 (1.69%) Credit Derivative
7 3 (1.69%) Data Centre
7 3 (1.69%) Derivative
7 3 (1.69%) Equities
7 3 (1.69%) Foreign Exchange (FX)
8 2 (1.12%) Grid Computing
8 2 (1.12%) Market Risk
9 1 (0.56%) Credit Risk
9 1 (0.56%) Fintech
9 1 (0.56%) Management Information System
9 1 (0.56%) Reference Data
Operating Systems
1 12 (6.74%) Linux
2 7 (3.93%) Unix
3 4 (2.25%) Windows
4 2 (1.12%) Android
4 2 (1.12%) Apple iOS
4 2 (1.12%) Debian
4 2 (1.12%) Red Hat Enterprise Linux
4 2 (1.12%) Ubuntu
5 1 (0.56%) CentOS
Processes & Methodologies
1 67 (37.64%) MapReduce
2 61 (34.27%) Open Source
3 47 (26.40%) Data Engineering
4 46 (25.84%) DevOps
5 42 (23.60%) Agile Software Development
6 41 (23.03%) Analytics
7 39 (21.91%) Business Intelligence
8 37 (20.79%) ETL
9 31 (17.42%) Data Modelling
10 25 (14.04%) Multithreading
11 23 (12.92%) BDD
12 17 (9.55%) OO
12 17 (9.55%) TDD
13 16 (8.99%) Use Case
14 15 (8.43%) Unit Testing
15 14 (7.87%) Scrum
16 13 (7.30%) Data Integration
16 13 (7.30%) Mentoring
16 13 (7.30%) Workflow
17 12 (6.74%) Kalman Filter
Programming Languages
1 119 (66.85%) Java
2 87 (48.88%) Python
3 49 (27.53%) SQL
4 35 (19.66%) Scala
5 26 (14.61%) Shell Script
6 15 (8.43%) PL/SQL
7 8 (4.49%) HiveQL
8 7 (3.93%) Bash Shell
8 7 (3.93%) C#
9 5 (2.81%) SPARQL
10 2 (1.12%) C
10 2 (1.12%) COBOL
10 2 (1.12%) JavaScript
10 2 (1.12%) T-SQL
10 2 (1.12%) VBA
Qualifications
1 12 (6.74%) Degree
2 5 (2.81%) Computer Science Degree
3 3 (1.69%) Master's Degree
4 2 (1.12%) Security Cleared
Quality Assurance & Compliance
1 7 (3.93%) QA
2 2 (1.12%) Data Quality
3 1 (0.56%) Basel III
3 1 (0.56%) Dodd-Frank
3 1 (0.56%) SLA
System Software
1 120 (67.42%) Apache Flume
2 111 (62.36%) HDFS
3 20 (11.24%) Docker
4 5 (2.81%) Apache ZooKeeper
5 1 (0.56%) Active Directory
5 1 (0.56%) Oracle RAC
Systems Management
1 55 (30.90%) Ambari
2 54 (30.34%) Hadoop YARN
3 19 (10.67%) Kubernetes
4 6 (3.37%) Opscode Chef
5 5 (2.81%) Puppet
6 2 (1.12%) Ansible
6 2 (1.12%) Control-M
Vendors
1 47 (26.40%) Cloudera
2 39 (21.91%) Oracle
2 39 (21.91%) Tableau
3 35 (19.66%) IBM
4 12 (6.74%) Google
4 12 (6.74%) Microsoft
4 12 (6.74%) Salesforce.com
5 7 (3.93%) Hortonworks
5 7 (3.93%) MapR
6 3 (1.69%) Palantir
6 3 (1.69%) SAP
6 3 (1.69%) Talend
7 2 (1.12%) Atlassian
7 2 (1.12%) SaltStack
8 1 (0.56%) Nokia
8 1 (0.56%) Red Hat
8 1 (0.56%) Splunk
8 1 (0.56%) Sybase
8 1 (0.56%) Tealium
8 1 (0.56%) Teradata