Period
to 23 October 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 23 October 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
23 Oct 2018
Same period 2017 Same period 2016
Rank 343 355 447
Rank change year-on-year +12 +92 +129
Contract jobs citing Apache Hive 756 704 544
As % of all contract IT jobs advertised in the UK 0.73% 0.70% 0.52%
As % of the Database & Business Intelligence category 3.23% 3.16% 2.29%
Number of daily rates quoted 545 505 372
UK median daily rate £550 £525 £550
Median daily rate % change year-on-year +4.76% -4.55% -
10th Percentile £422 £363 £407
90th Percentile £713 £688 £700
UK excluding London median daily rate £525 £475 £513
% change year-on-year +10.53% -7.41% +14.00%
Number of hourly rates quoted 3 3 0
UK median hourly rate £45.00 £45.00 -
UK excluding London median hourly rate - £45.00 -

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 23,419 22,254 23,758
As % of all contract IT jobs advertised in the UK 22.64% 22.21% 22.54%
Number of daily rates quoted 16,338 15,062 15,824
UK median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £313 £308 £281
90th Percentile £638 £625 £588
UK excluding London median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 227 277 389
UK median hourly rate £30.00 £30.00 £29.50
Median hourly rate % change year-on-year - +1.69% +5.12%
10th Percentile £12.46 £13.71 £10.85
90th Percentile £56.55 £54.25 £50.20
UK excluding London median hourly rate £33.00 £33.00 £28.50
% change year-on-year - +15.79% -3.39%

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 23 October 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 23 October 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 23 October 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 +13 724 £550 +4.76% 101
London +23 463 £550 - 49
UK excluding London -12 284 £525 +10.53% 54
North of England +3 74 £525 +7.69% 10
South East -45 74 £525 +10.53% 21
South West +9 55 £525 -2.33% 6
Yorkshire -12 41 £475 -8.65% 4
East of England +3 35 £575 +17.95% 9
North West +3 33 £550 -9.84% 4
Midlands -2 18 £475 -9.52% 6
Scotland -17 15 £500 +42.86% 1
East Midlands +15 11 £475 -13.64% 3
Wales -10 10 £500 -
West Midlands -17 7 £475 -5.00% 3
Northern Ireland +27 4 - - 1
North East -7 2 £666 +9.14% 2

For the 6 months to 23 October 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.

1 692 (91.53%) Hadoop
2 598 (79.10%) Big Data
3 510 (67.46%) Apache Spark
4 362 (47.88%) Python
5 352 (46.56%) SQL
6 339 (44.84%) Kafka
7 317 (41.93%) Agile Software Development
8 310 (41.01%) Java
9 247 (32.67%) HBase
10 231 (30.56%) ETL
11 224 (29.63%) Scala
12 219 (28.97%) Analytics
13 202 (26.72%) HDFS
14 190 (25.13%) Finance
14 190 (25.13%) Scrum
15 188 (24.87%) Amazon AWS
16 184 (24.34%) Impala
17 183 (24.21%) Data Science
18 170 (22.49%) Data Warehouse
19 160 (21.16%) Cloudera
20 157 (20.77%) Unix
21 153 (20.24%) Data Modelling
22 149 (19.71%) Jenkins
23 144 (19.05%) Oozie
23 144 (19.05%) NoSQL
24 143 (18.92%) Hadoop YARN
25 133 (17.59%) SQL Server
26 129 (17.06%) Linux
27 125 (16.53%) Sqoop
28 122 (16.14%) Machine Learning

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
1 510 (67.46%) Apache Spark
2 105 (13.89%) Apache Pig
3 104 (13.76%) Apache
4 78 (10.32%) Elasticsearch
5 51 (6.75%) SAS
6 40 (5.29%) Apache Solr
7 22 (2.91%) Confluence
8 8 (1.06%) Cloud Foundry
9 7 (0.93%) Apache Airflow
10 6 (0.79%) Tomcat
11 5 (0.66%) GemFire
12 4 (0.53%) SharePoint
13 3 (0.40%) Luigi
13 3 (0.40%) Oracle SOA Suite
13 3 (0.40%) SharePoint Server
14 2 (0.26%) Oracle Coherence
15 1 (0.13%) nginx
15 1 (0.13%) WebLogic
15 1 (0.13%) WebSphere
Applications
1 54 (7.14%) Microsoft Excel
2 46 (6.08%) MS Visio
3 4 (0.53%) Microsoft Office
4 2 (0.26%) GNU Octave
4 2 (0.26%) SPSS
5 1 (0.13%) Chatbot
5 1 (0.13%) Microsoft PowerPoint
5 1 (0.13%) Shockwave
Business Applications
1 3 (0.40%) Distributed Ledger
1 3 (0.40%) SAP MM
1 3 (0.40%) SAP Oil and Gas
1 3 (0.40%) SAP R/3
2 2 (0.26%) Markit EDM
2 2 (0.26%) PolarLake
3 1 (0.13%) Actimize
3 1 (0.13%) Dynamics AX
3 1 (0.13%) Dynamics CRM
3 1 (0.13%) Dynamics NAV
3 1 (0.13%) Exstream
3 1 (0.13%) Oracle BPM
3 1 (0.13%) SAP MDG
3 1 (0.13%) SAP MDM
3 1 (0.13%) Summit
Cloud Services
1 188 (24.87%) Amazon AWS
2 89 (11.77%) Amazon S3
3 80 (10.58%) Microsoft Azure
4 67 (8.86%) Amazon EC2
5 52 (6.88%) Amazon EMR
6 48 (6.35%) Virtual Private Cloud
7 34 (4.50%) Google Cloud Platform
8 29 (3.84%) GitHub
9 23 (3.04%) PaaS
10 19 (2.51%) Serverless
11 14 (1.85%) AWS Lambda
12 12 (1.59%) Amazon Kinesis
12 12 (1.59%) Slack
13 11 (1.46%) Azure Data Factory
14 10 (1.32%) Cloud Computing
14 10 (1.32%) IaaS
15 7 (0.93%) SaaS
16 5 (0.66%) Datadog
17 4 (0.53%) AWS CloudFormation
17 4 (0.53%) AWS Elastic Beanstalk
Communications & Networking
1 35 (4.63%) Kerberos
2 26 (3.44%) Firewall
3 23 (3.04%) TCP/IP
4 19 (2.51%) SSL
5 18 (2.38%) Internet
5 18 (2.38%) SSH
6 13 (1.72%) HTTP
6 13 (1.72%) VPN
7 7 (0.93%) DNS
7 7 (0.93%) HTTPS
8 4 (0.53%) FTP
9 3 (0.40%) SNA
10 2 (0.26%) tcpdump
11 1 (0.13%) ICMP
11 1 (0.13%) SMS
11 1 (0.13%) VLAN
Database & Business Intelligence
1 692 (91.53%) Hadoop
2 598 (79.10%) Big Data
3 247 (32.67%) HBase
4 184 (24.34%) Impala
5 170 (22.49%) Data Warehouse
6 144 (19.05%) NoSQL
7 133 (17.59%) SQL Server
8 125 (16.53%) Sqoop
9 116 (15.34%) Relational Database
10 90 (11.90%) MongoDB
11 85 (11.24%) Apache Cassandra
11 85 (11.24%) Data Lake
12 68 (8.99%) PostgreSQL
13 53 (7.01%) MySQL
14 52 (6.88%) OLAP
15 51 (6.75%) Enterprise Data Warehouse
16 43 (5.69%) Amazon Redshift
17 41 (5.42%) RDBMS
18 40 (5.29%) OLAP Cube
18 40 (5.29%) Star Schema
Development Applications
1 149 (19.71%) Jenkins
2 112 (14.81%) Git (software)
3 59 (7.80%) JIRA
4 48 (6.35%) Maven
5 23 (3.04%) Eclipse
6 22 (2.91%) Cucumber
7 19 (2.51%) JUnit
8 18 (2.38%) IntelliJ
9 14 (1.85%) Artifactory
10 12 (1.59%) GitLab
11 11 (1.46%) Selenium
12 10 (1.32%) Vagrant
13 8 (1.06%) Atlassian Bamboo
13 8 (1.06%) Sonatype Nexus
13 8 (1.06%) Visual Studio
14 7 (0.93%) Gatling
14 7 (0.93%) Team Foundation Server
15 6 (0.79%) ERwin
15 6 (0.79%) Gerrit
15 6 (0.79%) TeamCity
General
1 190 (25.13%) Finance
2 71 (9.39%) Banking
3 33 (4.37%) Legal
3 33 (4.37%) Retail
4 21 (2.78%) Publishing
5 18 (2.38%) Investment Banking
6 14 (1.85%) Games
7 12 (1.59%) Marketing
8 7 (0.93%) Retail Banking
9 6 (0.79%) Front Office
9 6 (0.79%) Telecoms
10 5 (0.66%) Pharmaceutical
11 3 (0.40%) Back Office
11 3 (0.40%) Manufacturing
12 2 (0.26%) Advertising
13 1 (0.13%) Aerospace
13 1 (0.13%) Electronics
13 1 (0.13%) Financial Institution
13 1 (0.13%) French Language
Job Titles
1 219 (28.97%) Data Engineer
2 211 (27.91%) Developer
3 152 (20.11%) Big Data Engineer
4 105 (13.89%) Hadoop Engineer
5 92 (12.17%) Big Data Developer
6 86 (11.38%) Architect
7 64 (8.47%) Data Architect
8 51 (6.75%) Hadoop Developer
9 50 (6.61%) Platform Engineer
10 48 (6.35%) Big Data Architect
11 43 (5.69%) Software Engineer
12 32 (4.23%) Python Engineer
13 28 (3.70%) Data Scientist
13 28 (3.70%) Java Engineer
13 28 (3.70%) Senior Hadoop Engineer
14 26 (3.44%) Java Developer
15 24 (3.17%) DevOps Engineer
15 24 (3.17%) Senior Data Engineer
16 22 (2.91%) Analyst
17 21 (2.78%) Scala Developer
Libraries, Frameworks & Software Standards
1 339 (44.84%) Kafka
2 75 (9.92%) Spark Streaming
3 36 (4.76%) Spring
4 33 (4.37%) RabbitMQ
4 33 (4.37%) Web Services
5 29 (3.84%) REST
6 26 (3.44%) AngularJS
7 25 (3.31%) .NET
8 23 (3.04%) RESTful
9 21 (2.78%) Elastic Stack
9 21 (2.78%) Node.js
10 20 (2.65%) Spring Boot
11 16 (2.12%) PySpark
11 16 (2.12%) SOAP
11 16 (2.12%) TensorFlow
12 15 (1.98%) J2EE
12 15 (1.98%) NumPy
13 14 (1.85%) HTML
13 14 (1.85%) Play Framework
14 13 (1.72%) OAuth
Miscellaneous
1 94 (12.43%) Analytical Skills
2 57 (7.54%) Computer Science
3 54 (7.14%) Algorithms
4 47 (6.22%) Wiki
5 42 (5.56%) Data Structures
6 35 (4.63%) Greenfield Project
7 22 (2.91%) Fintech
8 15 (1.98%) Management Information System
9 13 (1.72%) Virtual Team
10 11 (1.46%) Self-Motivation
11 6 (0.79%) Data Centre
11 6 (0.79%) Linux Command Line
12 4 (0.53%) Enterprise Software
13 3 (0.40%) Cyber Defence
13 3 (0.40%) Mainframe
13 3 (0.40%) Mobile App
13 3 (0.40%) RIA
13 3 (0.40%) User Experience
14 2 (0.26%) Blog
14 2 (0.26%) Social Network
Operating Systems
1 157 (20.77%) Unix
2 129 (17.06%) Linux
3 57 (7.54%) Windows
4 12 (1.59%) Red Hat Enterprise Linux
5 4 (0.53%) Android
5 4 (0.53%) Apple iOS
6 3 (0.40%) Mac OS X
7 2 (0.26%) CentOS
7 2 (0.26%) DC/OS
7 2 (0.26%) Windows 10
8 1 (0.13%) Mesosphere
8 1 (0.13%) Oracle Linux
8 1 (0.13%) Ubuntu
8 1 (0.13%) VMS
Processes & Methodologies
1 317 (41.93%) Agile Software Development
2 231 (30.56%) ETL
3 219 (28.97%) Analytics
4 190 (25.13%) Scrum
5 183 (24.21%) Data Science
6 153 (20.24%) Data Modelling
7 122 (16.14%) Machine Learning
8 119 (15.74%) Business Intelligence
9 111 (14.68%) DevOps
10 107 (14.15%) Continuous Integration
11 106 (14.02%) MapReduce
12 99 (13.10%) Test Automation
13 96 (12.70%) TDD
14 93 (12.30%) Data Analysis
15 90 (11.90%) Open Source
16 88 (11.64%) Software Engineering
17 68 (8.99%) Data Analytics
18 67 (8.86%) Visualisation
19 50 (6.61%) OO
20 49 (6.48%) BDD
Programming Languages
1 362 (47.88%) Python
2 352 (46.56%) SQL
3 310 (41.01%) Java
4 224 (29.63%) Scala
5 95 (12.57%) Shell Script
6 72 (9.52%) Bash Shell
7 69 (9.13%) R
8 50 (6.61%) PowerShell
9 46 (6.08%) JavaScript
10 45 (5.95%) Korn
11 44 (5.82%) Java 8
12 33 (4.37%) C#
13 28 (3.70%) PL/SQL
14 22 (2.91%) C++
15 19 (2.51%) T-SQL
16 17 (2.25%) C
17 14 (1.85%) Ruby
18 13 (1.72%) Perl
19 9 (1.19%) Clojure
19 9 (1.19%) Groovy
Qualifications
1 32 (4.23%) Degree
2 24 (3.17%) Security Cleared
3 17 (2.25%) SC Cleared
4 14 (1.85%) Computer Science Degree
4 14 (1.85%) PhD
5 13 (1.72%) Master's Degree
6 6 (0.79%) MCSE
6 6 (0.79%) Microsoft Certification
7 5 (0.66%) CISSP
8 4 (0.53%) DV Cleared
9 3 (0.40%) AWS Certification
9 3 (0.40%) CCNA
9 3 (0.40%) Cisco Certification
9 3 (0.40%) CompTIA Security+
9 3 (0.40%) GIAC
9 3 (0.40%) Linux+ Certification
9 3 (0.40%) Network+ Certification
9 3 (0.40%) SANS
9 3 (0.40%) SSCP
10 2 (0.26%) Numerate Degree
Quality Assurance & Compliance
1 86 (11.38%) Data Quality
2 29 (3.84%) QA
3 11 (1.46%) GDPR
4 8 (1.06%) ISO/IEC 27001
5 3 (0.40%) SLA
6 1 (0.13%) Dodd-Frank
6 1 (0.13%) EMIR
6 1 (0.13%) MiFID
6 1 (0.13%) NIST 800
6 1 (0.13%) PMO
System Software
1 202 (26.72%) HDFS
2 67 (8.86%) Docker
3 61 (8.07%) Apache Flume
4 37 (4.89%) Apache ZooKeeper
5 5 (0.66%) Active Directory
6 3 (0.40%) vSphere
7 2 (0.26%) iptables
7 2 (0.26%) NFS
7 2 (0.26%) Tivoli Workload Scheduler
8 1 (0.13%) Cronacle
Systems Management
1 144 (19.05%) Oozie
2 143 (18.92%) Hadoop YARN
3 102 (13.49%) Ansible
4 78 (10.32%) Puppet
5 62 (8.20%) Opscode Chef
6 41 (5.42%) Terraform
7 38 (5.03%) Kubernetes
8 25 (3.31%) Ambari
9 23 (3.04%) Kibana
10 17 (2.25%) logstash
11 13 (1.72%) Grafana
12 12 (1.59%) Graylog
13 11 (1.46%) Control-M
14 8 (1.06%) Mesos
15 7 (0.93%) Marathon
15 7 (0.93%) Single Sign-On
15 7 (0.93%) Tivoli
16 6 (0.79%) Prometheus
16 6 (0.79%) Salt
17 5 (0.66%) ITRS Geneos
Vendors
1 160 (21.16%) Cloudera
2 120 (15.87%) Oracle
3 86 (11.38%) Hortonworks
4 76 (10.05%) Tableau
5 52 (6.88%) Informatica
6 41 (5.42%) Google
7 30 (3.97%) MapR
8 28 (3.70%) Talend
9 27 (3.57%) Microsoft
10 21 (2.78%) Teradata
11 18 (2.38%) Ab Initio
12 13 (1.72%) Splunk
13 12 (1.59%) Cognos
14 11 (1.46%) MicroStrategy
15 10 (1.32%) SAP
16 9 (1.19%) Alteryx
16 9 (1.19%) IBM
17 7 (0.93%) RapidMiner
17 7 (0.93%) Salesforce.com
18 6 (0.79%) DataFlux