Period
to 20 May 2018

The following table provides summary statistics for contract job vacancies with a requirement for Apache Hive skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Hive over the 6 months to 20 May 2018 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 Hive
UK
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 315 347 446
Rank change year-on-year +32 +99 +149
Contract jobs citing Apache Hive 789 622 509
As % of all contract IT jobs advertised in the UK 0.78% 0.69% 0.48%
As % of the Database & Business Intelligence category 3.49% 3.04% 2.19%
Number of daily rates quoted 575 407 367
UK median daily rate £550 £500 £550
Median daily rate % change year-on-year +10.00% -9.09% +4.76%
10th Percentile £425 £363 £375
90th Percentile £675 £675 £730
UK excluding London median daily rate £500 £405 £550
% change year-on-year +23.38% -26.32% +22.22%
Number of hourly rates quoted 2 3 0
UK median hourly rate £65.00 £29.82 -
Median hourly rate % change year-on-year +118.01% - -
UK excluding London median hourly rate £47.50 - -

Apache Hive is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 22,578 20,492 23,256
As % of all contract IT jobs advertised in the UK 22.42% 22.57% 22.03%
Number of daily rates quoted 15,722 13,660 15,694
UK median daily rate £473 £438 £425
Median daily rate % change year-on-year +8.00% +2.94% +6.25%
10th Percentile £313 £294 £280
90th Percentile £625 £613 £600
UK excluding London median daily rate £415 £390 £375
% change year-on-year +6.55% +3.87% +2.74%
Number of hourly rates quoted 226 258 384
UK median hourly rate £32.00 £29.66 £27.50
Median hourly rate % change year-on-year +7.90% +7.85% -4.15%
10th Percentile £14.00 £9.25 £12.06
90th Percentile £53.13 £50.00 £52.50
UK excluding London median hourly rate £33.75 £27.50 £26.50
% change year-on-year +22.73% +3.77% -0.93%

Apache Hive
Job Vacancy Trend

Job postings citing Apache Hive as a percentage of all IT jobs advertised.

Job vacancy trend for Apache Hive in the UK

Apache Hive
Contractor Daily Rate Trend

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

Contractor daily rate trend for Apache Hive in the UK

Apache Hive
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Apache Hive over the 6 months to 20 May 2018.

Contractor daily rate histogram for Apache Hive in the UK

Apache Hive
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Apache Hive.

Contractor hourly rate trend for Apache Hive in the UK

Apache Hive
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Apache Hive over the 6 months to 20 May 2018.

Contractor hourly rate histogram for Apache Hive in the UK

Apache Hive
Top 16 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Hive within the UK over the 6 months to 20 May 2018. 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 +30 764 £550 +10.00% 113
London -24 472 £558 +6.19% 68
UK excluding London +80 309 £500 +23.38% 61
South East 0 103 £525 +31.09% 16
North of England +67 91 £525 +16.67% 10
Yorkshire +42 62 £513 +7.89% 4
South West +21 44 £475 +12.43% 4
Midlands +5 34 £500 +0.89% 3
East Midlands +24 31 £500 -4.76%
North West +2 25 £550 +57.14% 6
East of England -2 20 £510 -2.81% 12
Scotland -32 11 £500 +42.86% 15
Wales +2 5 £563 +40.63% 1
North East - 5 £625 -
West Midlands -22 3 £455 -1.15% 3
Northern Ireland +2 1 - -

For the 6 months to 20 May 2018, IT contractor jobs citing Apache Hive also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads with a requirement for Apache Hive.

1 714 (90.49%) Hadoop
2 650 (82.38%) Big Data
3 591 (74.90%) Apache Spark
4 383 (48.54%) Kafka
5 334 (42.33%) SQL
6 319 (40.43%) Java
7 318 (40.30%) Python
8 315 (39.92%) HBase
9 287 (36.38%) Scala
10 282 (35.74%) Analytics
11 265 (33.59%) Agile Software Development
12 227 (28.77%) Finance
13 226 (28.64%) Oozie
14 224 (28.39%) ETL
15 217 (27.50%) Linux
16 213 (27.00%) Cloudera
17 205 (25.98%) Data Science
18 203 (25.73%) HDFS
19 194 (24.59%) Impala
19 194 (24.59%) Apache Pig
20 191 (24.21%) Data Warehouse
20 191 (24.21%) Amazon AWS
21 183 (23.19%) Apache Flume
22 173 (21.93%) Machine Learning
23 170 (21.55%) NoSQL
24 168 (21.29%) Apache
25 157 (19.90%) Data Modelling
26 154 (19.52%) Sqoop
27 147 (18.63%) MongoDB
28 140 (17.74%) MapReduce

Apache Hive
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
1 591 (74.90%) Apache Spark
2 194 (24.59%) Apache Pig
3 168 (21.29%) Apache
4 62 (7.86%) Elasticsearch
5 61 (7.73%) Apache Solr
6 53 (6.72%) SAS
7 26 (3.30%) nginx
8 21 (2.66%) Confluence
9 19 (2.41%) Jupyter
9 19 (2.41%) Tomcat
10 16 (2.03%) Cloud Foundry
11 10 (1.27%) GemFire
12 7 (0.89%) Apache Airflow
13 6 (0.76%) ArcGIS
14 4 (0.51%) Oracle SOA Suite
15 3 (0.38%) SharePoint
16 2 (0.25%) IPython
16 2 (0.25%) Luigi
17 1 (0.13%) Oracle Coherence
Applications
1 8 (1.01%) Microsoft Excel
2 7 (0.89%) SPSS
3 5 (0.63%) MS Visio
4 4 (0.51%) Chatbot
5 1 (0.13%) Shockwave
Business Applications
1 2 (0.25%) Summit
2 1 (0.13%) Markit EDM
2 1 (0.13%) PolarLake
Cloud Services
1 191 (24.21%) Amazon AWS
2 65 (8.24%) Microsoft Azure
3 44 (5.58%) Amazon S3
4 33 (4.18%) Amazon EMR
5 28 (3.55%) GitHub
6 23 (2.92%) Google Cloud Platform
6 23 (2.92%) PaaS
6 23 (2.92%) Serverless
7 22 (2.79%) AWS Lambda
8 21 (2.66%) Amazon Kinesis
9 20 (2.53%) Google Tag Manager
10 16 (2.03%) Amazon EC2
11 15 (1.90%) Google Analytics
11 15 (1.90%) Slack
12 8 (1.01%) AWS CloudFormation
12 8 (1.01%) IaaS
12 8 (1.01%) Virtual Private Cloud
13 7 (0.89%) Azure Data Factory
14 5 (0.63%) Cloud Computing
14 5 (0.63%) SaaS
Communications & Networking
1 63 (7.98%) Kerberos
2 27 (3.42%) SSL
3 11 (1.39%) VPN
4 8 (1.01%) DSL
5 7 (0.89%) DNS
5 7 (0.89%) Firewall
6 6 (0.76%) ICMP
6 6 (0.76%) Network Security
6 6 (0.76%) TCP/IP
7 5 (0.63%) FTP
8 4 (0.51%) HTTP
9 3 (0.38%) Internet
10 2 (0.25%) AMQP
10 2 (0.25%) BIG-IP
10 2 (0.25%) SAN
11 1 (0.13%) Multicast
11 1 (0.13%) SMS
11 1 (0.13%) SNA
11 1 (0.13%) VLAN
Database & Business Intelligence
1 714 (90.49%) Hadoop
2 650 (82.38%) Big Data
3 315 (39.92%) HBase
4 194 (24.59%) Impala
5 191 (24.21%) Data Warehouse
6 170 (21.55%) NoSQL
7 154 (19.52%) Sqoop
8 147 (18.63%) MongoDB
9 132 (16.73%) Apache Cassandra
10 118 (14.96%) SQL Server
11 103 (13.05%) PostgreSQL
12 95 (12.04%) Data Lake
13 70 (8.87%) Relational Database
14 68 (8.62%) OLAP
15 66 (8.37%) Enterprise Data Warehouse
16 63 (7.98%) MySQL
17 59 (7.48%) Amazon Redshift
18 57 (7.22%) Star Schema
19 52 (6.59%) OLAP Cube
20 46 (5.83%) Cloudera CDH
Development Applications
1 101 (12.80%) Jenkins
2 78 (9.89%) Git (software)
3 41 (5.20%) Maven
4 36 (4.56%) Team Foundation Server
5 35 (4.44%) JIRA
6 30 (3.80%) Cucumber
6 30 (3.80%) JUnit
7 23 (2.92%) Artifactory
7 23 (2.92%) Subversion
8 18 (2.28%) GitLab
9 14 (1.77%) Visual Studio
10 12 (1.52%) Jasmine
11 11 (1.39%) Eclipse
11 11 (1.39%) ERwin
11 11 (1.39%) Vagrant
11 11 (1.39%) Visual Studio Team System
12 10 (1.27%) IntelliJ
12 10 (1.27%) Sonatype Nexus
13 9 (1.14%) TeamCity
14 7 (0.89%) SonarQube
General
1 227 (28.77%) Finance
2 89 (11.28%) Banking
3 37 (4.69%) Retail
4 28 (3.55%) Investment Banking
4 28 (3.55%) Marketing
5 26 (3.30%) Games
6 14 (1.77%) Telecoms
7 9 (1.14%) Retail Banking
8 8 (1.01%) Automotive
9 7 (0.89%) Front Office
10 6 (0.76%) Back Office
10 6 (0.76%) Manufacturing
10 6 (0.76%) Private Banking
11 5 (0.63%) Advertising
11 5 (0.63%) French Language
12 2 (0.25%) Dutch Language
12 2 (0.25%) Electronics
12 2 (0.25%) German Language
12 2 (0.25%) Italian Language
12 2 (0.25%) Spanish Language
Job Titles
1 234 (29.66%) Data Engineer
2 198 (25.10%) Developer
3 149 (18.88%) Big Data Engineer
4 121 (15.34%) Big Data Developer
5 104 (13.18%) Hadoop Engineer
6 99 (12.55%) Architect
7 80 (10.14%) Data Architect
8 60 (7.60%) Hadoop Developer
9 57 (7.22%) Data Scientist
10 52 (6.59%) Consultant
11 50 (6.34%) Big Data Architect
12 42 (5.32%) Python Engineer
13 32 (4.06%) DevOps Engineer
14 30 (3.80%) Java Engineer
15 29 (3.68%) AWS Engineer
15 29 (3.68%) Java Developer
16 27 (3.42%) Administrator
17 25 (3.17%) Data Consultant
18 24 (3.04%) Analyst
18 24 (3.04%) Apache Spark Developer
Libraries, Frameworks & Software Standards
1 383 (48.54%) Kafka
2 68 (8.62%) Spark Streaming
3 49 (6.21%) Web Services
4 45 (5.70%) RabbitMQ
5 37 (4.69%) TensorFlow
6 36 (4.56%) RESTful
7 34 (4.31%) JSON
8 33 (4.18%) Node.js
8 33 (4.18%) Spring
9 29 (3.68%) PySpark
10 28 (3.55%) REST
10 28 (3.55%) scikit-learn
11 25 (3.17%) SOAP
12 24 (3.04%) XML
13 21 (2.66%) AngularJS
13 21 (2.66%) NumPy
13 21 (2.66%) Pandas
14 20 (2.53%) Akka
14 20 (2.53%) LDAP
15 19 (2.41%) Apache Avro
Miscellaneous
1 81 (10.27%) Analytical Skills
2 63 (7.98%) Algorithms
3 60 (7.60%) Computer Science
4 47 (5.96%) Greenfield Project
5 42 (5.32%) Data Structures
6 26 (3.30%) Fintech
7 18 (2.28%) Management Information System
8 16 (2.03%) Virtual Team
9 14 (1.77%) Enterprise Software
10 12 (1.52%) Replication
11 11 (1.39%) Linux Command Line
12 10 (1.27%) Self-Motivation
13 9 (1.14%) Public Cloud
14 7 (0.89%) Market Risk
14 7 (0.89%) Wiki
15 6 (0.76%) Grid Computing
16 5 (0.63%) Clustering
16 5 (0.63%) Mobile App
17 4 (0.51%) Foreign Exchange (FX)
17 4 (0.51%) Social Network
Operating Systems
1 217 (27.50%) Linux
2 69 (8.75%) Unix
3 57 (7.22%) Red Hat Enterprise Linux
4 31 (3.93%) CentOS
5 17 (2.15%) Windows
6 6 (0.76%) Windows Server
6 6 (0.76%) Windows Server 2008
7 4 (0.51%) Ubuntu
8 3 (0.38%) Android
8 3 (0.38%) Apple iOS
8 3 (0.38%) Debian
9 2 (0.25%) SUSE Linux Enterprise Server
10 1 (0.13%) VMS
Processes & Methodologies
1 282 (35.74%) Analytics
2 265 (33.59%) Agile Software Development
3 224 (28.39%) ETL
4 205 (25.98%) Data Science
5 173 (21.93%) Machine Learning
6 157 (19.90%) Data Modelling
7 140 (17.74%) MapReduce
8 136 (17.24%) DevOps
9 95 (12.04%) Business Intelligence
10 92 (11.66%) Open Source
11 91 (11.53%) Scrum
12 72 (9.13%) Visualisation
13 69 (8.75%) Continuous Integration
14 66 (8.37%) Software Engineering
15 65 (8.24%) Data Architecture
16 64 (8.11%) Data Engineering
17 59 (7.48%) Problem-Solving
18 55 (6.97%) Data Analytics
19 53 (6.72%) Data Integration
19 53 (6.72%) Test Automation
Programming Languages
1 334 (42.33%) SQL
2 319 (40.43%) Java
3 318 (40.30%) Python
4 287 (36.38%) Scala
5 81 (10.27%) R
6 68 (8.62%) Shell Script
7 53 (6.72%) JavaScript
8 51 (6.46%) Bash Shell
8 51 (6.46%) Java 8
9 30 (3.80%) PL/SQL
10 24 (3.04%) Ruby
11 19 (2.41%) C
12 17 (2.15%) T-SQL
13 16 (2.03%) C#
14 13 (1.65%) HiveQL
14 13 (1.65%) Perl
15 8 (1.01%) Dart
15 8 (1.01%) Go
16 6 (0.76%) C++
17 5 (0.63%) PHP
Qualifications
1 51 (6.46%) Degree
2 38 (4.82%) Security Cleared
3 28 (3.55%) SC Cleared
4 20 (2.53%) Computer Science Degree
5 14 (1.77%) Numerate Degree
6 10 (1.27%) Master's Degree
7 9 (1.14%) PhD
8 6 (0.76%) CESG Certified Professional
8 6 (0.76%) CISSP
8 6 (0.76%) CLAS
8 6 (0.76%) DV Cleared
9 2 (0.25%) AWS Certification
9 2 (0.25%) OCA
9 2 (0.25%) Oracle Certification
10 1 (0.13%) CBAP
10 1 (0.13%) IIBA
10 1 (0.13%) MCSD
10 1 (0.13%) Microsoft Certification
10 1 (0.13%) PRINCE2 Certification
Quality Assurance & Compliance
1 91 (11.53%) Data Quality
2 27 (3.42%) QA
3 17 (2.15%) GDPR
4 6 (0.76%) JSP 440
4 6 (0.76%) RMADS
5 4 (0.51%) Dodd-Frank
5 4 (0.51%) EMIR
5 4 (0.51%) MiFID
6 3 (0.38%) SLA
7 2 (0.25%) GCP
7 2 (0.25%) ISO/IEC 27001
7 2 (0.25%) NIST 800
7 2 (0.25%) PMO
8 1 (0.13%) Basel II
System Software
1 203 (25.73%) HDFS
2 183 (23.19%) Apache Flume
3 89 (11.28%) Docker
4 75 (9.51%) Apache ZooKeeper
5 21 (2.66%) Active Directory
6 3 (0.38%) Virtual Machines
7 2 (0.25%) Varnish
8 1 (0.13%) etcd
Systems Management
1 226 (28.64%) Oozie
2 103 (13.05%) Hadoop YARN
3 86 (10.90%) Ansible
4 49 (6.21%) Puppet
5 45 (5.70%) Ambari
5 45 (5.70%) Terraform
6 21 (2.66%) Opscode Chef
7 20 (2.53%) Apache Slider
8 17 (2.15%) Kubernetes
9 16 (2.03%) Grafana
9 16 (2.03%) Graylog
10 14 (1.77%) Kibana
11 13 (1.65%) Consul
11 13 (1.65%) Salt
12 7 (0.89%) Prometheus
13 6 (0.76%) Host Intrusion Detection System
13 6 (0.76%) Network Intrusion Detection System
13 6 (0.76%) Packer
13 6 (0.76%) Sysdig
14 5 (0.63%) HAProxy
Vendors
1 213 (27.00%) Cloudera
2 127 (16.10%) Hortonworks
3 92 (11.66%) Talend
4 88 (11.15%) Oracle
5 79 (10.01%) Tableau
6 71 (9.00%) Informatica
7 66 (8.37%) MapR
8 64 (8.11%) Google
9 47 (5.96%) Microsoft
10 40 (5.07%) Salesforce.com
11 22 (2.79%) Red Hat
11 22 (2.79%) Splunk
12 20 (2.53%) Tealium
13 19 (2.41%) Alteryx
13 19 (2.41%) SAP
14 16 (2.03%) Teradata
15 13 (1.65%) IBM
16 12 (1.52%) Ab Initio
17 11 (1.39%) SaltStack
18 8 (1.01%) CA