Period
to 26 February 2020

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 26 February 2020 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
26 Feb 2020
Same period 2019 Same period 2018
Rank 427 317 344
Rank change year-on-year -110 +27 -28
Contract jobs citing Apache Hive 277 763 663
As % of all contract IT jobs advertised in England 0.45% 0.84% 0.72%
As % of the Database & Business Intelligence category 2.10% 3.72% 3.27%
Number of daily rates quoted 188 538 486
England median daily rate £550 £550 £550
10th Percentile £425 £409 £413
90th Percentile £725 £700 £675
UK median daily rate £554 £550 £550
% change year-on-year +0.73% - -
Number of hourly rates quoted 1 3 3
England median hourly rate £52.50 £45.00 £45.00
Median hourly rate % change year-on-year +16.67% - +50.93%
10th Percentile £51.25 £42.50 £42.50
90th Percentile £53.75 £55.50 £82.50
UK median hourly rate £52.50 £45.00 £45.00
% change year-on-year +16.67% - +50.93%

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 13,198 20,500 20,251
As % of all contract IT jobs advertised in England 21.46% 22.57% 21.86%
Number of daily rates quoted 8,837 14,276 14,264
England median daily rate £488 £488 £475
Median daily rate % change year-on-year - +2.63% +8.57%
10th Percentile £324 £325 £313
90th Percentile £675 £650 £638
UK median daily rate £475 £475 £464
% change year-on-year - +2.48% +7.85%
Number of hourly rates quoted 223 227 223
England median hourly rate £32.50 £35.00 £33.00
Median hourly rate % change year-on-year -7.14% +6.06% +20.00%
10th Percentile £14.26 £14.00 £15.19
90th Percentile £57.15 £55.40 £56.85
UK median hourly rate £32.50 £35.00 £33.50
% change year-on-year -7.14% +4.48% +21.82%

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 26 February 2020.

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 26 February 2020. 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 -80 148 £600 +9.09% 35
North of England +23 36 £513 -0.73% 4
South East +8 32 £500 -4.76% 7
South West +15 25 £557 +11.40% 5
Yorkshire +34 24 £480 +1.05% 3
Midlands +48 23 £450 +10.77% 4
West Midlands +63 19 £448 -0.56% 3
North West +8 12 £550 -6.38% 1
East of England +4 11 £550 +2.09% 2
East Midlands +27 4 £450 +18.42% 1
North East +21 1 £550 +10.00%
Apache Hive
UK

For the 6 months to 26 February 2020, 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.

1 224 (80.87%) Apache Spark
2 223 (80.51%) Hadoop
3 220 (79.42%) Big Data
4 156 (56.32%) SQL
5 138 (49.82%) Python
6 128 (46.21%) Kafka
7 120 (43.32%) Scala
8 99 (35.74%) HDFS
9 96 (34.66%) Java
10 94 (33.94%) Agile Software Development
10 94 (33.94%) Impala
11 93 (33.57%) AWS
12 90 (32.49%) HBase
13 80 (28.88%) ETL
14 79 (28.52%) Analytics
15 77 (27.80%) Cloudera
16 71 (25.63%) Hadoop YARN
17 69 (24.91%) Data Modelling
18 61 (22.02%) Finance
19 60 (21.66%) Azure
20 58 (20.94%) Linux
21 56 (20.22%) NoSQL
22 53 (19.13%) Migration
22 53 (19.13%) Hortonworks
23 50 (18.05%) Git (software)
24 49 (17.69%) Docker
25 48 (17.33%) Data Engineering
25 48 (17.33%) Jenkins
26 44 (15.88%) DevOps
26 44 (15.88%) Software Engineering

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
1 224 (80.87%) Apache Spark
2 37 (13.36%) Apache
3 19 (6.86%) Apache Pig
4 16 (5.78%) SAS
5 14 (5.05%) Apache Airflow
6 13 (4.69%) Jupyter
7 9 (3.25%) OpenStack
8 6 (2.17%) Confluence
8 6 (2.17%) Elasticsearch
9 3 (1.08%) Apache Solr
9 3 (1.08%) Oracle Workflow
9 3 (1.08%) WebLogic
10 2 (0.72%) Luigi
11 1 (0.36%) Cloud Foundry
11 1 (0.36%) GemFire
11 1 (0.36%) IBM Domino
11 1 (0.36%) WebSphere
11 1 (0.36%) WebSphere Application Server
Applications
1 12 (4.33%) Microsoft Excel
2 1 (0.36%) Chatbot
2 1 (0.36%) Microsoft Project
Business Applications
1 3 (1.08%) SAP FI-CA
1 3 (1.08%) SAP PSCD
2 2 (0.72%) Hyperion Planning
3 1 (0.36%) FINCAD Analytics
3 1 (0.36%) Sparx Enterprise Architect
Cloud Services
1 93 (33.57%) AWS
2 60 (21.66%) Azure
3 37 (13.36%) Amazon Kinesis
4 35 (12.64%) GCP
5 20 (7.22%) Amazon EMR
6 18 (6.50%) Amazon S3
7 11 (3.97%) Power Platform
8 9 (3.25%) Serverless
9 8 (2.89%) AWS Lambda
9 8 (2.89%) GitHub
10 6 (2.17%) Amazon EC2
10 6 (2.17%) Virtual Private Cloud
11 5 (1.81%) Amazon SQS
12 4 (1.44%) AWS CloudFormation
12 4 (1.44%) PaaS
13 3 (1.08%) Amazon EKS
13 3 (1.08%) IaaS
14 2 (0.72%) AWS CloudTrail
14 2 (0.72%) Cloud Computing
15 1 (0.36%) OpenShift
Communications & Networking
1 31 (11.19%) Kerberos
2 20 (7.22%) SSL
3 14 (5.05%) DNS
4 6 (2.17%) VPN
5 4 (1.44%) SAN
6 3 (1.08%) Firewall
6 3 (1.08%) HTTP
6 3 (1.08%) HTTPS
6 3 (1.08%) PuTTY
7 2 (0.72%) Internet
Database & Business Intelligence
1 223 (80.51%) Hadoop
2 220 (79.42%) Big Data
3 94 (33.94%) Impala
4 90 (32.49%) HBase
5 56 (20.22%) NoSQL
6 43 (15.52%) MongoDB
7 33 (11.91%) Relational Database
7 33 (11.91%) Spark SQL
8 32 (11.55%) Apache Cassandra
9 30 (10.83%) Data Warehouse
10 27 (9.75%) Flink
11 25 (9.03%) PostgreSQL
12 22 (7.94%) SQL Server
12 22 (7.94%) Sqoop
13 18 (6.50%) MySQL
13 18 (6.50%) Pentaho
14 17 (6.14%) Amazon Redshift
15 14 (5.05%) Data Lake
16 11 (3.97%) Power BI
16 11 (3.97%) Presto
Development Applications
1 50 (18.05%) Git (software)
2 48 (17.33%) Jenkins
3 22 (7.94%) Sonatype Nexus
4 17 (6.14%) Artifactory
4 17 (6.14%) IBM UrbanCode
4 17 (6.14%) Maven
5 10 (3.61%) JIRA
6 8 (2.89%) Selenium
7 4 (1.44%) Cucumber
7 4 (1.44%) Team Foundation Server
8 3 (1.08%) Postman
8 3 (1.08%) SoapUI
8 3 (1.08%) Toad
9 2 (0.72%) ERwin
9 2 (0.72%) HP UFT
9 2 (0.72%) ProC
9 2 (0.72%) TeamCity
10 1 (0.36%) Eclipse
10 1 (0.36%) IntelliJ
10 1 (0.36%) JUnit
General
1 61 (22.02%) Finance
2 37 (13.36%) Banking
3 15 (5.42%) Public Sector
4 11 (3.97%) Investment Banking
5 9 (3.25%) Front Office
6 4 (1.44%) Games
6 4 (1.44%) Retail
7 2 (0.72%) Legal
7 2 (0.72%) Telecoms
8 1 (0.36%) Advertising
8 1 (0.36%) Financial Institution
8 1 (0.36%) Marketing
8 1 (0.36%) Pharmaceutical
Job Titles
1 103 (37.18%) Data Engineer
2 71 (25.63%) Big Data Engineer
3 54 (19.49%) Developer
4 38 (13.72%) Architect
5 31 (11.19%) Data Architect
6 26 (9.39%) Big Data Architect
7 23 (8.30%) Python Developer
8 19 (6.86%) Big Data Developer
9 18 (6.50%) Hadoop Architect
10 15 (5.42%) Administrator
10 15 (5.42%) DevOps Engineer
11 14 (5.05%) Platform Engineer
12 13 (4.69%) Hadoop Engineer
13 12 (4.33%) Analyst
14 11 (3.97%) AWS Engineer
15 10 (3.61%) Cloud Engineer
15 10 (3.61%) Python Engineer
15 10 (3.61%) Senior Developer
16 9 (3.25%) Software Engineer
17 8 (2.89%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 128 (46.21%) Kafka
2 22 (7.94%) Spark Streaming
3 20 (7.22%) PySpark
4 15 (5.42%) Apache NiFi
5 13 (4.69%) Pandas
5 13 (4.69%) Spring
6 11 (3.97%) RabbitMQ
7 10 (3.61%) NumPy
7 10 (3.61%) Spring Boot
7 10 (3.61%) XML
8 9 (3.25%) Natural Language Processing
9 6 (2.17%) JSON
9 6 (2.17%) LDAP
9 6 (2.17%) OAuth
9 6 (2.17%) React
10 5 (1.81%) Elastic Stack
10 5 (1.81%) RESTful
10 5 (1.81%) SAML
10 5 (1.81%) scikit-learn
10 5 (1.81%) TensorFlow
Miscellaneous
1 41 (14.80%) Analytical Skills
2 16 (5.78%) Algorithms
3 13 (4.69%) Management Information System
4 11 (3.97%) Data Structures
4 11 (3.97%) Greenfield Project
5 10 (3.61%) Public Cloud
6 8 (2.89%) Credit Risk
6 8 (2.89%) User Experience
7 3 (1.08%) Data Centre
8 2 (0.72%) Cloud Native
8 2 (0.72%) Clustering
8 2 (0.72%) Hedge funds
8 2 (0.72%) Virtual Team
9 1 (0.36%) Derivative
9 1 (0.36%) Enterprise Software
9 1 (0.36%) Fixed Income
9 1 (0.36%) Mainframe
9 1 (0.36%) Market Risk
9 1 (0.36%) Replication
9 1 (0.36%) Taxonomies
Operating Systems
1 58 (20.94%) Linux
2 27 (9.75%) Unix
3 14 (5.05%) Windows
4 7 (2.53%) Ubuntu
5 5 (1.81%) CentOS
5 5 (1.81%) Red Hat Enterprise Linux
6 4 (1.44%) Windows Server
7 1 (0.36%) DC/OS
7 1 (0.36%) SUSE Linux Enterprise Server
7 1 (0.36%) VME
Processes & Methodologies
1 94 (33.94%) Agile Software Development
2 80 (28.88%) ETL
3 79 (28.52%) Analytics
4 69 (24.91%) Data Modelling
5 53 (19.13%) Migration
6 48 (17.33%) Data Engineering
7 44 (15.88%) DevOps
7 44 (15.88%) Software Engineering
8 43 (15.52%) Scrum
9 38 (13.72%) Business Intelligence
10 37 (13.36%) Continuous Integration
11 35 (12.64%) Use Case
12 34 (12.27%) Data Analytics
13 32 (11.55%) Machine Learning
14 29 (10.47%) Data Science
15 28 (10.11%) Visualisation
16 26 (9.39%) Data Management
17 25 (9.03%) Data Ingestion
17 25 (9.03%) Microservices
17 25 (9.03%) TDD
Programming Languages
1 156 (56.32%) SQL
2 138 (49.82%) Python
3 120 (43.32%) Scala
4 96 (34.66%) Java
5 24 (8.66%) R
6 18 (6.50%) Go
7 17 (6.14%) Bash Shell
8 16 (5.78%) Kotlin
9 14 (5.05%) C
10 13 (4.69%) PL/SQL
10 13 (4.69%) Ruby
11 12 (4.33%) Shell Script
12 11 (3.97%) C#
12 11 (3.97%) Perl
13 7 (2.53%) C++
14 6 (2.17%) HiveQL
15 5 (1.81%) JavaScript
16 2 (0.72%) Haskell
16 2 (0.72%) PHP
17 1 (0.36%) Groovy
Qualifications
1 20 (7.22%) Degree
2 17 (6.14%) Computer Science Degree
2 17 (6.14%) Security Cleared
3 14 (5.05%) SC Cleared
4 4 (1.44%) PhD
5 3 (1.08%) BPSS Clearance
5 3 (1.08%) ISEB
5 3 (1.08%) ISTQB
5 3 (1.08%) ISTQB Foundation Certification
5 3 (1.08%) PMI Certification
5 3 (1.08%) PMP
6 1 (0.36%) MBA
6 1 (0.36%) Microsoft Certification
Quality Assurance & Compliance
1 15 (5.42%) Data Quality
2 8 (2.89%) QA
3 1 (0.36%) IFRS
3 1 (0.36%) ISO/IEC 27001
System Software
1 99 (35.74%) HDFS
2 49 (17.69%) Docker
3 17 (6.14%) Active Directory
4 13 (4.69%) Apache Flume
5 4 (1.44%) Apache ZooKeeper
5 4 (1.44%) Virtual Desktop
5 4 (1.44%) Virtual Servers
Systems Management
1 71 (25.63%) Hadoop YARN
2 34 (12.27%) Kubernetes
3 26 (9.39%) Oozie
4 23 (8.30%) Ansible
4 23 (8.30%) Terraform
5 9 (3.25%) Ambari
6 5 (1.81%) Single Sign-On
7 3 (1.08%) Opscode Chef
8 2 (0.72%) Grafana
8 2 (0.72%) Prometheus
8 2 (0.72%) Puppet
9 1 (0.36%) Apache Brooklyn
9 1 (0.36%) Control-M
9 1 (0.36%) Kibana
9 1 (0.36%) logstash
9 1 (0.36%) Marathon
9 1 (0.36%) Mesos
9 1 (0.36%) Tivoli
Vendors
1 77 (27.80%) Cloudera
2 53 (19.13%) Hortonworks
3 38 (13.72%) Oracle
4 35 (12.64%) Microsoft
5 31 (11.19%) Tableau
6 16 (5.78%) Google
7 14 (5.05%) Informatica
7 14 (5.05%) Talend
8 13 (4.69%) Teradata
9 10 (3.61%) Ab Initio
9 10 (3.61%) MapR
10 7 (2.53%) Foundry
10 7 (2.53%) Palantir
11 5 (1.81%) Databricks
11 5 (1.81%) MicroStrategy
11 5 (1.81%) SAP
11 5 (1.81%) StreamSets
12 3 (1.08%) IBM
12 3 (1.08%) webMethods
13 2 (0.72%) Hyperion