Period
to 17 August 2019

The following table provides summary statistics for contract job vacancies advertised in England 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 17 August 2019 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 > England
6 months to
17 Aug 2019
Same period 2018 Same period 2017
Rank 342 329 323
Rank change year-on-year -13 -6 +132
Contract jobs citing Apache Hive 597 738 660
As % of all contract IT jobs advertised in England 0.72% 0.78% 0.75%
As % of the Database & Business Intelligence category 3.25% 3.42% 3.31%
Number of daily rates quoted 439 556 457
England median daily rate £550 £550 £505
Median daily rate % change year-on-year - +8.91% -6.05%
10th Percentile £413 £423 £363
90th Percentile £690 £698 £675
UK median daily rate £550 £550 £500
% change year-on-year - +10.00% -6.98%
Number of hourly rates quoted 2 2 1
England median hourly rate £35.00 £31.50 £35.00
Median hourly rate % change year-on-year +11.11% -10.00% -
UK median hourly rate £35.00 £31.50 £35.00
% change year-on-year +11.11% -10.00% -

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 18,395 21,604 19,967
As % of all contract IT jobs advertised in England 22.12% 22.96% 22.63%
Number of daily rates quoted 12,751 15,226 13,429
England median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £325 £313 £300
90th Percentile £650 £638 £625
UK median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +5.88%
Number of hourly rates quoted 241 227 229
England median hourly rate £35.00 £30.00 £30.00
Median hourly rate % change year-on-year +16.67% - +5.26%
10th Percentile £14.32 £14.00 £11.18
90th Percentile £60.00 £52.60 £52.50
UK median hourly rate £35.00 £28.75 £31.00
% change year-on-year +21.74% -7.26% +8.77%

Apache Hive
Job Vacancy Trend in England

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

Job vacancy trend for Apache Hive in England

Apache Hive
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Apache Hive in England

Apache Hive
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Apache Hive in England over the 6 months to 17 August 2019.

Contractor daily rate histogram for Apache Hive in England

Apache Hive
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Apache Hive in England

Apache Hive
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 Apache Hive within the England region over the 6 months to 17 August 2019. 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 -16 377 £575 +4.55% 51
South East +33 68 £463 -7.50% 2
North of England -2 65 £500 -4.76% 5
Yorkshire -1 43 £475 -5.00% 2
Midlands +46 34 £513 -12.68% 1
East of England +25 28 £531 -3.41% 7
East Midlands +31 20 £525 -22.22%
South West -48 20 £560 +6.67% 4
North West -5 18 £556 +1.14% 3
West Midlands +29 14 £500 +21.58% 1
North East +24 4 £544 -13.00%
Apache Hive
UK

For the 6 months to 17 August 2019, 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 across the England region with a requirement for Apache Hive.

1 474 (79.40%) Hadoop
2 456 (76.38%) Apache Spark
3 446 (74.71%) Big Data
4 294 (49.25%) Python
5 291 (48.74%) SQL
6 241 (40.37%) Kafka
7 200 (33.50%) Agile Software Development
8 186 (31.16%) Analytics
9 168 (28.14%) Scala
10 167 (27.97%) Amazon AWS
11 164 (27.47%) HBase
11 164 (27.47%) Java
12 151 (25.29%) Impala
13 146 (24.46%) Data Science
14 138 (23.12%) Data Warehouse
15 132 (22.11%) Data Modelling
16 123 (20.60%) ETL
17 121 (20.27%) Finance
18 115 (19.26%) Linux
19 107 (17.92%) Machine Learning
20 105 (17.59%) Cloudera
21 104 (17.42%) HDFS
22 98 (16.42%) DevOps
23 97 (16.25%) Jenkins
24 90 (15.08%) NoSQL
25 89 (14.91%) Oozie
26 88 (14.74%) Git (software)
26 88 (14.74%) Unix
27 87 (14.57%) Docker
27 87 (14.57%) Google Cloud Platform

Apache Hive
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
1 456 (76.38%) Apache Spark
2 48 (8.04%) Elasticsearch
3 41 (6.87%) Apache Pig
4 40 (6.70%) Apache
5 28 (4.69%) SAS
6 22 (3.69%) Apache Solr
7 16 (2.68%) Apache Airflow
8 9 (1.51%) Confluence
8 9 (1.51%) Jupyter
9 7 (1.17%) nginx
10 2 (0.34%) Jetty
10 2 (0.34%) Tomcat
Applications
1 22 (3.69%) Microsoft Excel
2 9 (1.51%) SPSS
3 7 (1.17%) Stata
4 4 (0.67%) MS Visio
5 3 (0.50%) Microsoft Office
5 3 (0.50%) Microsoft PowerPoint
6 1 (0.17%) Weka
Business Applications
1 1 (0.17%) Actimize
Cloud Services
1 167 (27.97%) Amazon AWS
2 87 (14.57%) Google Cloud Platform
3 80 (13.40%) Microsoft Azure
4 52 (8.71%) Amazon EMR
5 50 (8.38%) Amazon S3
6 42 (7.04%) Serverless
7 35 (5.86%) AWS Lambda
8 27 (4.52%) GitHub
9 23 (3.85%) Amazon SQS
10 22 (3.69%) Power Platform
11 16 (2.68%) Amazon EC2
11 16 (2.68%) Amazon Kinesis
12 14 (2.35%) Amazon SageMaker
13 13 (2.18%) AWS CloudFormation
14 12 (2.01%) Amazon ECS
15 8 (1.34%) Amazon Glacier
15 8 (1.34%) Virtual Private Cloud
16 5 (0.84%) Google Analytics
16 5 (0.84%) SaaS
17 4 (0.67%) PaaS
Communications & Networking
1 25 (4.19%) Kerberos
2 16 (2.68%) SSL
3 11 (1.84%) Internet
4 10 (1.68%) DNS
5 4 (0.67%) Multicast
6 3 (0.50%) SAN
7 2 (0.34%) 2.5G
7 2 (0.34%) 2G
7 2 (0.34%) 3G
7 2 (0.34%) 4G
7 2 (0.34%) 5G
8 1 (0.17%) Broadband
8 1 (0.17%) Firewall
Database & Business Intelligence
1 474 (79.40%) Hadoop
2 446 (74.71%) Big Data
3 164 (27.47%) HBase
4 151 (25.29%) Impala
5 138 (23.12%) Data Warehouse
6 90 (15.08%) NoSQL
7 79 (13.23%) Data Lake
8 62 (10.39%) PostgreSQL
9 58 (9.72%) SQL Server
10 56 (9.38%) MySQL
11 53 (8.88%) Sqoop
12 50 (8.38%) Relational Database
13 49 (8.21%) Apache Cassandra
14 45 (7.54%) MongoDB
15 41 (6.87%) Amazon Redshift
16 37 (6.20%) OLAP
17 35 (5.86%) Data Mining
18 34 (5.70%) Star Schema
19 31 (5.19%) Enterprise Data Warehouse
19 31 (5.19%) OLAP Cube
Development Applications
1 97 (16.25%) Jenkins
2 88 (14.74%) Git (software)
3 24 (4.02%) JIRA
4 22 (3.69%) Artifactory
5 21 (3.52%) Sonatype Nexus
6 15 (2.51%) Subversion
7 13 (2.18%) Atlassian Bamboo
8 12 (2.01%) GitLab
8 12 (2.01%) Gradle
9 10 (1.68%) Maven
10 8 (1.34%) ERwin
11 5 (0.84%) Ant
11 5 (0.84%) Jasmine
11 5 (0.84%) JUnit
11 5 (0.84%) Mercurial
11 5 (0.84%) Selenium
12 4 (0.67%) Eclipse
13 3 (0.50%) IntelliJ
13 3 (0.50%) Karma Test Runner
13 3 (0.50%) TeamCity
General
1 121 (20.27%) Finance
2 56 (9.38%) Banking
3 20 (3.35%) Retail
4 16 (2.68%) Legal
5 11 (1.84%) Investment Banking
6 10 (1.68%) Telecoms
7 9 (1.51%) Publishing
8 7 (1.17%) Marketing
9 4 (0.67%) Aerospace
10 3 (0.50%) Financial Institution
11 2 (0.34%) Games
11 2 (0.34%) Law
11 2 (0.34%) Manufacturing
11 2 (0.34%) Military
11 2 (0.34%) Retail Banking
12 1 (0.17%) Advertising
12 1 (0.17%) Front Office
Job Titles
1 276 (46.23%) Data Engineer
2 128 (21.44%) Big Data Engineer
3 100 (16.75%) Developer
4 62 (10.39%) Hadoop Engineer
5 44 (7.37%) Architect
6 38 (6.37%) Data Scientist
7 36 (6.03%) Big Data Developer
7 36 (6.03%) Cloud Engineer
8 31 (5.19%) Python Engineer
9 30 (5.03%) Administrator
9 30 (5.03%) Data Architect
10 28 (4.69%) Analyst
10 28 (4.69%) Senior Data Engineer
11 25 (4.19%) Hadoop Administrator
12 24 (4.02%) Python Developer
13 20 (3.35%) DevOps Engineer
14 19 (3.18%) Java Developer
15 18 (3.02%) AWS Engineer
15 18 (3.02%) Data Analyst
16 16 (2.68%) Apache Spark Developer
Libraries, Frameworks & Software Standards
1 241 (40.37%) Kafka
2 43 (7.20%) PySpark
3 38 (6.37%) Spark Streaming
4 28 (4.69%) Web Services
5 26 (4.36%) Apache NiFi
6 19 (3.18%) Spring
7 17 (2.85%) RESTful
8 16 (2.68%) scikit-learn
9 15 (2.51%) Play Framework
10 14 (2.35%) Elastic Stack
10 14 (2.35%) MLlib
10 14 (2.35%) TensorFlow
11 13 (2.18%) Natural Language Processing
12 12 (2.01%) Spring Boot
13 11 (1.84%) React
14 10 (1.68%) RabbitMQ
15 9 (1.51%) D3.js
15 9 (1.51%) HTML
15 9 (1.51%) Pandas
16 8 (1.34%) AngularJS
Miscellaneous
1 42 (7.04%) Analytical Skills
2 38 (6.37%) Data Structures
3 34 (5.70%) Algorithms
4 30 (5.03%) Greenfield Project
5 18 (3.02%) Self-Motivation
6 14 (2.35%) Cloud Native
7 7 (1.17%) Life Science
8 5 (0.84%) Data Protection Act
8 5 (0.84%) Enterprise Software
8 5 (0.84%) Management Information System
9 4 (0.67%) Reference Data
9 4 (0.67%) Social Media
10 3 (0.50%) FMCG
10 3 (0.50%) NHS
10 3 (0.50%) Public Cloud
10 3 (0.50%) Replication
11 2 (0.34%) Taxonomies
12 1 (0.17%) Mainframe
12 1 (0.17%) RIA
12 1 (0.17%) Wiki
Operating Systems
1 115 (19.26%) Linux
2 88 (14.74%) Unix
3 10 (1.68%) Windows
4 8 (1.34%) Red Hat Enterprise Linux
5 4 (0.67%) CentOS
5 4 (0.67%) SUSE Linux Enterprise Server
6 3 (0.50%) Android
6 3 (0.50%) Apple iOS
6 3 (0.50%) Windows Server
7 2 (0.34%) Mac OS X
7 2 (0.34%) Solaris
8 1 (0.17%) Mesosphere
Processes & Methodologies
1 200 (33.50%) Agile Software Development
2 186 (31.16%) Analytics
3 146 (24.46%) Data Science
4 132 (22.11%) Data Modelling
5 123 (20.60%) ETL
6 107 (17.92%) Machine Learning
7 98 (16.42%) DevOps
8 64 (10.72%) Scrum
9 62 (10.39%) Data Engineering
9 62 (10.39%) MapReduce
10 60 (10.05%) Continuous Integration
11 58 (9.72%) Data Analysis
11 58 (9.72%) SDLC
12 57 (9.55%) Migration
13 51 (8.54%) Business Intelligence
14 50 (8.38%) Use Case
14 50 (8.38%) Visualisation
15 42 (7.04%) TDD
16 41 (6.87%) Data Analytics
17 40 (6.70%) Software Engineering
Programming Languages
1 294 (49.25%) Python
2 291 (48.74%) SQL
3 168 (28.14%) Scala
4 164 (27.47%) Java
5 59 (9.88%) R
6 35 (5.86%) Shell Script
7 23 (3.85%) Bash Shell
8 22 (3.69%) JavaScript
9 18 (3.02%) Ruby
10 17 (2.85%) Perl
11 16 (2.68%) C++
11 16 (2.68%) MATLAB
11 16 (2.68%) PL/SQL
12 13 (2.18%) C
12 13 (2.18%) Go
13 11 (1.84%) C#
14 10 (1.68%) PHP
15 9 (1.51%) Kotlin
16 7 (1.17%) T-SQL
17 6 (1.01%) Clojure
Qualifications
1 27 (4.52%) Degree
2 25 (4.19%) Security Cleared
3 22 (3.69%) SC Cleared
4 18 (3.02%) PMI Certification
4 18 (3.02%) PMP
5 8 (1.34%) PhD
6 7 (1.17%) Master's Degree
7 5 (0.84%) TOGAF Certification
8 3 (0.50%) AWS Certification
8 3 (0.50%) Computer Science Degree
8 3 (0.50%) DV Cleared
9 2 (0.34%) HNC
9 2 (0.34%) HND
9 2 (0.34%) ITIL Certification
10 1 (0.17%) BPSS Clearance
10 1 (0.17%) CCA
10 1 (0.17%) DBS Check
Quality Assurance & Compliance
1 46 (7.71%) Data Quality
2 2 (0.34%) GDPR
3 1 (0.17%) NCSC
3 1 (0.17%) PMO
System Software
1 104 (17.42%) HDFS
2 87 (14.57%) Docker
3 55 (9.21%) Apache Flume
4 16 (2.68%) Apache ZooKeeper
5 12 (2.01%) Active Directory
6 3 (0.50%) Virtual Desktop
6 3 (0.50%) Virtual Servers
Systems Management
1 89 (14.91%) Oozie
2 70 (11.73%) Hadoop YARN
3 63 (10.55%) Kubernetes
4 57 (9.55%) Ansible
5 34 (5.70%) Terraform
6 25 (4.19%) Puppet
7 15 (2.51%) Opscode Chef
8 10 (1.68%) Mesos
9 9 (1.51%) Kibana
10 7 (1.17%) logstash
11 6 (1.01%) Ambari
12 5 (0.84%) Consul
12 5 (0.84%) Marathon
13 4 (0.67%) Prometheus
14 2 (0.34%) Docker Swarm
14 2 (0.34%) Salt
15 1 (0.17%) Apache Slider
15 1 (0.17%) Control-M
Vendors
1 105 (17.59%) Cloudera
2 75 (12.56%) Google
3 71 (11.89%) Oracle
4 53 (8.88%) Informatica
5 52 (8.71%) Hortonworks
6 48 (8.04%) Tableau
7 31 (5.19%) Talend
8 29 (4.86%) Microsoft
9 21 (3.52%) Teradata
10 20 (3.35%) Databricks
11 17 (2.85%) MapR
12 16 (2.68%) MicroStrategy
13 9 (1.51%) Vertica
14 8 (1.34%) Ab Initio
14 8 (1.34%) Splunk
15 7 (1.17%) SAP
16 6 (1.01%) Dataiku
16 6 (1.01%) Sybase
17 5 (0.84%) Datameer
17 5 (0.84%) Red Hat