Period
to 21 November 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 21 November 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
21 Nov 2019
Same period 2018 Same period 2017
Rank 433 346 361
Rank change year-on-year -87 +15 +30
Contract jobs citing Apache Hive 366 714 657
As % of all contract IT jobs advertised in England 0.48% 0.75% 0.69%
As % of the Database & Business Intelligence category 2.24% 3.32% 3.13%
Number of daily rates quoted 255 507 487
England median daily rate £550 £550 £550
10th Percentile £427 £413 £370
90th Percentile £713 £725 £688
UK median daily rate £550 £550 £545
% change year-on-year - +0.92% -0.91%
Number of hourly rates quoted 0 3 3
England median hourly rate - £45.00 £45.00
UK median hourly rate - £45.00 £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 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 16,329 21,489 20,968
As % of all contract IT jobs advertised in England 21.52% 22.58% 22.10%
Number of daily rates quoted 11,150 15,119 14,523
England median daily rate £475 £475 £460
Median daily rate % change year-on-year - +3.26% +8.24%
10th Percentile £325 £319 £313
90th Percentile £668 £644 £638
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 228 224 264
England median hourly rate £32.54 £35.00 £31.75
Median hourly rate % change year-on-year -7.03% +10.24% +13.39%
10th Percentile £14.00 £14.11 £14.34
90th Percentile £72.88 £57.45 £56.41
UK median hourly rate £35.00 £33.50 £31.23
% change year-on-year +4.48% +7.27% +11.54%

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 21 November 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 21 November 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 -62 222 £600 +4.35% 48
South East +19 56 £481 -12.50% 7
North of England 0 34 £511 +2.10% 11
Midlands +54 25 £525 +13.51% 8
North West +6 19 £531 +4.17% 7
East of England +12 18 £550 -4.35% 4
East Midlands +31 14 £525 +13.51% 3
Yorkshire +9 13 £500 +5.26% 3
West Midlands +43 11 £445 -1.11% 5
South West -49 10 £680 +29.52% 1
North East +25 3 £550 -22.15% 1
Apache Hive
UK

For the 6 months to 21 November 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.

1 291 (79.51%) Hadoop
2 280 (76.50%) Apache Spark
3 253 (69.13%) Big Data
4 207 (56.56%) Python
5 195 (53.28%) SQL
6 146 (39.89%) Kafka
7 137 (37.43%) Agile Software Development
8 128 (34.97%) Java
9 124 (33.88%) Scala
10 120 (32.79%) AWS
11 118 (32.24%) Impala
12 115 (31.42%) ETL
13 104 (28.42%) Analytics
14 84 (22.95%) HBase
14 84 (22.95%) Linux
15 81 (22.13%) HDFS
16 73 (19.95%) Data Modelling
17 71 (19.40%) Docker
18 70 (19.13%) Cloudera
19 69 (18.85%) DevOps
20 67 (18.31%) Azure
20 67 (18.31%) Finance
21 62 (16.94%) Data Warehouse
21 62 (16.94%) Hadoop YARN
22 60 (16.39%) Jenkins
22 60 (16.39%) Data Science
23 59 (16.12%) Oracle
24 57 (15.57%) Git (software)
25 56 (15.30%) Unix
26 52 (14.21%) Migration

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
1 280 (76.50%) Apache Spark
2 38 (10.38%) Apache
3 29 (7.92%) SAS
4 26 (7.10%) Elasticsearch
5 20 (5.46%) Apache Pig
5 20 (5.46%) Jupyter
6 12 (3.28%) Apache Airflow
7 7 (1.91%) Apache Solr
8 5 (1.37%) Confluence
9 2 (0.55%) Luigi
10 1 (0.27%) Cloud Foundry
10 1 (0.27%) GemFire
10 1 (0.27%) nginx
10 1 (0.27%) OpenStack
Applications
1 12 (3.28%) Microsoft Excel
2 7 (1.91%) SPSS
3 5 (1.37%) Stata
4 2 (0.55%) MS Visio
5 1 (0.27%) Microsoft Project
Business Applications
1 2 (0.55%) Adobe Campaign
2 1 (0.27%) Actimize
2 1 (0.27%) FINCAD Analytics
2 1 (0.27%) Sparx Enterprise Architect
Cloud Services
1 120 (32.79%) AWS
2 67 (18.31%) Azure
3 48 (13.11%) GCP
4 41 (11.20%) Amazon EMR
4 41 (11.20%) Amazon S3
5 28 (7.65%) Amazon Kinesis
5 28 (7.65%) Serverless
6 24 (6.56%) AWS Lambda
7 23 (6.28%) GitHub
8 18 (4.92%) Power Platform
9 16 (4.37%) Amazon SQS
10 11 (3.01%) Amazon EC2
11 9 (2.46%) AWS CloudFormation
11 9 (2.46%) Virtual Private Cloud
12 7 (1.91%) AWS Step Functions
13 5 (1.37%) Amazon ECS
14 4 (1.09%) Amazon CloudWatch
14 4 (1.09%) Amazon Glacier
14 4 (1.09%) AWS CloudTrail
15 3 (0.82%) Cloud Computing
Communications & Networking
1 22 (6.01%) Kerberos
2 16 (4.37%) SSL
3 9 (2.46%) DNS
3 9 (2.46%) Internet
4 7 (1.91%) SAN
5 4 (1.09%) Multicast
6 3 (0.82%) PuTTY
7 1 (0.27%) Broadband
7 1 (0.27%) Firewall
7 1 (0.27%) VPN
Database & Business Intelligence
1 291 (79.51%) Hadoop
2 253 (69.13%) Big Data
3 118 (32.24%) Impala
4 84 (22.95%) HBase
5 62 (16.94%) Data Warehouse
6 51 (13.93%) NoSQL
7 50 (13.66%) MySQL
8 49 (13.39%) Sqoop
9 47 (12.84%) Data Lake
10 46 (12.57%) PostgreSQL
10 46 (12.57%) Spark SQL
11 36 (9.84%) SQL Server
12 35 (9.56%) Amazon Redshift
12 35 (9.56%) Relational Database
13 33 (9.02%) MongoDB
14 23 (6.28%) Flink
15 22 (6.01%) Presto
16 21 (5.74%) Apache Cassandra
17 18 (4.92%) Data Mining
17 18 (4.92%) Power BI
Development Applications
1 60 (16.39%) Jenkins
2 57 (15.57%) Git (software)
3 23 (6.28%) JIRA
4 17 (4.64%) Sonatype Nexus
5 16 (4.37%) Artifactory
6 9 (2.46%) Atlassian Bamboo
7 7 (1.91%) GitLab
7 7 (1.91%) Gradle
8 6 (1.64%) ERwin
9 5 (1.37%) Selenium
10 3 (0.82%) Ant
10 3 (0.82%) Bitbucket Server
10 3 (0.82%) Cucumber
10 3 (0.82%) ER Studio
10 3 (0.82%) kappa
10 3 (0.82%) Maven
11 2 (0.55%) Gatling
11 2 (0.55%) IBM UrbanCode
11 2 (0.55%) Rational DOORS
11 2 (0.55%) Team Foundation Server
General
1 67 (18.31%) Finance
2 34 (9.29%) Banking
3 12 (3.28%) Investment Banking
4 10 (2.73%) Retail
5 9 (2.46%) Public Sector
5 9 (2.46%) Telecoms
6 8 (2.19%) Front Office
6 8 (2.19%) Publishing
7 7 (1.91%) Legal
8 5 (1.37%) Marketing
9 3 (0.82%) Games
10 2 (0.55%) Advertising
10 2 (0.55%) Military
11 1 (0.27%) Aerospace
11 1 (0.27%) Financial Institution
11 1 (0.27%) Pharmaceutical
11 1 (0.27%) Police
11 1 (0.27%) Retail Banking
Job Titles
1 137 (37.43%) Data Engineer
2 72 (19.67%) Developer
3 58 (15.85%) Big Data Engineer
4 49 (13.39%) Architect
5 35 (9.56%) Data Architect
6 30 (8.20%) Python Developer
7 27 (7.38%) Big Data Developer
8 19 (5.19%) Big Data Architect
9 17 (4.64%) Analyst
9 17 (4.64%) Data Scientist
10 16 (4.37%) Administrator
10 16 (4.37%) Python Engineer
10 16 (4.37%) Solutions Architect
11 15 (4.10%) Hadoop Engineer
12 14 (3.83%) Java Engineer
13 13 (3.55%) AWS Engineer
13 13 (3.55%) Scala Developer
14 12 (3.28%) Cloud Engineer
14 12 (3.28%) Senior Data Engineer
15 11 (3.01%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 146 (39.89%) Kafka
2 32 (8.74%) PySpark
3 31 (8.47%) Spark Streaming
4 19 (5.19%) Apache NiFi
5 18 (4.92%) Spring
6 15 (4.10%) RESTful
7 13 (3.55%) Pandas
7 13 (3.55%) Web Services
8 11 (3.01%) Elastic Stack
8 11 (3.01%) Natural Language Processing
8 11 (3.01%) RabbitMQ
9 10 (2.73%) Java Concurrency
9 10 (2.73%) Lambda Expressions
10 8 (2.19%) XML
11 7 (1.91%) Flask
11 7 (1.91%) React
11 7 (1.91%) Spring Boot
12 6 (1.64%) JSON
12 6 (1.64%) scikit-learn
13 5 (1.37%) HTML
Miscellaneous
1 35 (9.56%) Analytical Skills
2 24 (6.56%) Algorithms
3 21 (5.74%) Data Structures
4 14 (3.83%) Greenfield Project
5 12 (3.28%) Self-Motivation
6 9 (2.46%) Cloud Native
7 6 (1.64%) Credit Risk
8 4 (1.09%) Management Information System
8 4 (1.09%) Virtual Team
9 3 (0.82%) NHS
9 3 (0.82%) Reference Data
9 3 (0.82%) Taxonomies
10 2 (0.55%) Clustering
10 2 (0.55%) Life Science
10 2 (0.55%) Replication
10 2 (0.55%) Social Media
11 1 (0.27%) Derivative
11 1 (0.27%) Fixed Income
11 1 (0.27%) Hedge funds
11 1 (0.27%) Market Risk
Operating Systems
1 84 (22.95%) Linux
2 56 (15.30%) Unix
3 17 (4.64%) Windows
4 12 (3.28%) Red Hat Enterprise Linux
5 8 (2.19%) CentOS
6 7 (1.91%) Ubuntu
6 7 (1.91%) Windows Server
7 3 (0.82%) Android
7 3 (0.82%) Apple iOS
8 2 (0.55%) Mac OS X
8 2 (0.55%) SUSE Linux Enterprise Server
Processes & Methodologies
1 137 (37.43%) Agile Software Development
2 115 (31.42%) ETL
3 104 (28.42%) Analytics
4 73 (19.95%) Data Modelling
5 69 (18.85%) DevOps
6 60 (16.39%) Data Science
7 52 (14.21%) Data Engineering
7 52 (14.21%) Migration
8 46 (12.57%) Visualisation
9 44 (12.02%) Scrum
10 43 (11.75%) Business Intelligence
11 42 (11.48%) Machine Learning
12 39 (10.66%) SDLC
13 38 (10.38%) Data Analysis
14 36 (9.84%) Continuous Integration
15 34 (9.29%) MapReduce
16 33 (9.02%) Data Management
17 30 (8.20%) Software Engineering
18 28 (7.65%) Problem-Solving
19 27 (7.38%) Use Case
Programming Languages
1 207 (56.56%) Python
2 195 (53.28%) SQL
3 128 (34.97%) Java
4 124 (33.88%) Scala
5 46 (12.57%) R
6 17 (4.64%) Go
7 16 (4.37%) Shell Script
8 15 (4.10%) JavaScript
9 13 (3.55%) Perl
10 11 (3.01%) C
10 11 (3.01%) C++
10 11 (3.01%) PL/SQL
11 10 (2.73%) Kotlin
11 10 (2.73%) PHP
12 9 (2.46%) C#
12 9 (2.46%) MATLAB
13 8 (2.19%) Bash Shell
14 6 (1.64%) HiveQL
14 6 (1.64%) T-SQL
15 3 (0.82%) Ruby
Qualifications
1 21 (5.74%) Security Cleared
2 18 (4.92%) Degree
3 17 (4.64%) SC Cleared
4 5 (1.37%) PhD
4 5 (1.37%) PMI Certification
4 5 (1.37%) PMP
5 4 (1.09%) Computer Science Degree
5 4 (1.09%) TOGAF Certification
6 3 (0.82%) DV Cleared
6 3 (0.82%) Master's Degree
7 2 (0.55%) HNC
7 2 (0.55%) HND
7 2 (0.55%) ITIL Certification
8 1 (0.27%) BPSS Clearance
8 1 (0.27%) CCA
8 1 (0.27%) DBS Check
8 1 (0.27%) Microsoft Certification
Quality Assurance & Compliance
1 19 (5.19%) Data Quality
2 5 (1.37%) QA
3 1 (0.27%) PMO
System Software
1 81 (22.13%) HDFS
2 71 (19.40%) Docker
3 26 (7.10%) Apache Flume
4 14 (3.83%) Apache ZooKeeper
5 11 (3.01%) Active Directory
6 7 (1.91%) Virtual Desktop
6 7 (1.91%) Virtual Servers
Systems Management
1 62 (16.94%) Hadoop YARN
2 49 (13.39%) Kubernetes
3 40 (10.93%) Oozie
4 39 (10.66%) Ansible
5 20 (5.46%) Terraform
6 15 (4.10%) Puppet
7 6 (1.64%) Opscode Chef
8 5 (1.37%) Ambari
8 5 (1.37%) Mesos
9 4 (1.09%) Consul
9 4 (1.09%) logstash
9 4 (1.09%) Prometheus
10 3 (0.82%) Kibana
11 1 (0.27%) Apache Slider
11 1 (0.27%) Marathon
Vendors
1 70 (19.13%) Cloudera
2 59 (16.12%) Oracle
3 42 (11.48%) Hortonworks
4 41 (11.20%) Google
5 36 (9.84%) Microsoft
6 33 (9.02%) Tableau
7 25 (6.83%) Informatica
8 24 (6.56%) Talend
9 22 (6.01%) Teradata
10 16 (4.37%) MicroStrategy
11 14 (3.83%) Databricks
12 8 (2.19%) Splunk
13 7 (1.91%) Foundry
13 7 (1.91%) Palantir
13 7 (1.91%) StreamSets
14 6 (1.64%) Red Hat
14 6 (1.64%) SAP
14 6 (1.64%) Vertica
15 5 (1.37%) Ab Initio
16 4 (1.09%) Sybase