Period
to 30 November 2021

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 30 November 2021 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
30 Nov 2021
Same period 2020 Same period 2019
Rank 390 339 436
Rank change year-on-year -51 +97 -75
Contract jobs citing Apache Hive 446 193 346
As % of all contract jobs advertised in England 0.63% 0.63% 0.47%
As % of the Database & Business Intelligence category 2.90% 2.79% 2.13%
Number of daily rates quoted 296 133 241
10th Percentile £424 £351 £438
25th Percentile £509 £408 £488
Median daily rate (50th Percentile) £582 £500 £550
Median % change year-on-year +16.45% -9.09% -
75th Percentile £675 £583 £638
90th Percentile £706 £635 £700
UK median daily rate £575 £500 £550
% change year-on-year +15.00% -9.09% -
Number of hourly rates quoted 11 4 0
Median hourly rate £26.00 £38.22 -
Median % change year-on-year -31.96% - -
UK median hourly rate £26.50 £38.22 -
% change year-on-year -30.66% - -

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 15,355 6,910 16,230
As % of all contract IT jobs advertised in England 21.57% 22.55% 21.92%
Number of daily rates quoted 11,067 4,855 11,228
10th Percentile £356 £313 £325
25th Percentile £425 £400 £400
Median daily rate (50th Percentile) £525 £495 £475
Median % change year-on-year +6.06% +4.21% -
75th Percentile £638 £600 £575
90th Percentile £725 £680 £663
UK median daily rate £525 £490 £475
% change year-on-year +7.14% +3.16% -
Number of hourly rates quoted 201 112 218
10th Percentile £17.75 £12.63 £12.71
25th Percentile £24.50 £19.15 £17.00
Median hourly rate £39.73 £29.00 £27.00
Median % change year-on-year +36.98% +7.41% -9.24%
75th Percentile £58.75 £47.81 £43.75
90th Percentile £65.50 £60.23 £71.48
UK median hourly rate £39.08 £27.50 £26.50
% change year-on-year +42.09% +3.77% -9.88%

Apache Hive
Job Vacancy Trend in England

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

Job vacancy trend for Apache Hive in England

Apache Hive
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Apache Hive in England.

Daily rate trend for Apache Hive in England

Apache Hive
Daily Rate Histogram in England

Daily rate distribution for jobs citing Apache Hive in England over the 6 months to 30 November 2021.

Daily rate histogram for Apache Hive in England

Apache Hive
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Apache Hive in England.

Hourly rate trend for Apache Hive in England

Apache Hive
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Apache Hive in England over the 6 months to 30 November 2021.

Hourly rate histogram 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 30 November 2021. 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 -71 248 £610 +10.82% 29
South East -37 58 £550 +37.50% 6
Midlands -44 54 £540 +25.00% 1
West Midlands -29 51 £540 +25.00% 1
North of England -95 17 £550 +22.22% 2
East of England -52 13 £540 -6.09% 1
South West - 11 £563 - 3
Yorkshire -38 7 £505 -10.22%
North West -86 5 £495 +9.89% 2
North East - 5 £738 -
East Midlands -35 3 £500 +32.28%
Apache Hive
UK

For the 6 months to 30 November 2021, 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.

1 349 (78.25%) Hadoop
2 299 (67.04%) Apache Spark
3 277 (62.11%) Big Data
4 246 (55.16%) SQL
5 219 (49.10%) Python
6 179 (40.13%) Scala
7 167 (37.44%) HDFS
8 161 (36.10%) ETL
9 148 (33.18%) AWS
10 144 (32.29%) Analytics
10 144 (32.29%) Java
11 142 (31.84%) HBase
12 129 (28.92%) Agile Software Development
13 116 (26.01%) Kafka
14 113 (25.34%) Finance
15 110 (24.66%) Jenkins
16 104 (23.32%) Data Modelling
17 102 (22.87%) Git (software)
18 100 (22.42%) Linux
19 98 (21.97%) Azure
19 98 (21.97%) Social Skills
20 97 (21.75%) Banking
21 90 (20.18%) Cloudera
22 87 (19.51%) Unix
23 79 (17.71%) Scrum
24 78 (17.49%) Oracle
24 78 (17.49%) JIRA
24 78 (17.49%) Impala
25 76 (17.04%) Kubernetes
25 76 (17.04%) Data Warehouse

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
1 299 (67.04%) Apache Spark
2 63 (14.13%) Confluence
3 49 (10.99%) SAS
4 46 (10.31%) Apache
5 21 (4.71%) Apache Airflow
6 18 (4.04%) Elasticsearch
7 16 (3.59%) Tomcat
8 15 (3.36%) Apache Pig
9 5 (1.12%) Luigi
9 5 (1.12%) nginx
10 3 (0.67%) Apache Solr
10 3 (0.67%) Jupyter
11 2 (0.45%) SharePoint
12 1 (0.22%) Adobe Experience Manager
12 1 (0.22%) Camunda
Applications
1 29 (6.50%) Microsoft Excel
2 9 (2.02%) Spreadsheet
3 1 (0.22%) SPSS
3 1 (0.22%) SPSS Modeler
Business Applications
1 1 (0.22%) Adobe Campaign
Cloud Services
1 148 (33.18%) AWS
2 98 (21.97%) Azure
3 51 (11.43%) GCP
4 30 (6.73%) Amazon S3
5 22 (4.93%) GitHub
6 17 (3.81%) Snowflake
7 13 (2.91%) Amazon EMR
7 13 (2.91%) Serverless
8 12 (2.69%) Azure Data Factory
9 9 (2.02%) Azure Synapse Analytics
10 8 (1.79%) Power Platform
11 6 (1.35%) Amazon Kinesis
11 6 (1.35%) AWS Lambda
12 5 (1.12%) Collibra
13 4 (0.90%) AWS Step Functions
14 3 (0.67%) Cloud Computing
14 3 (0.67%) Google Compute Engine
14 3 (0.67%) Matillion
14 3 (0.67%) Virtual Private Cloud
15 2 (0.45%) Amazon SageMaker
Communications & Networking
1 10 (2.24%) FTP
1 10 (2.24%) WAN
2 8 (1.79%) Firewall
2 8 (1.79%) Kerberos
2 8 (1.79%) Network Security
3 3 (0.67%) Intranet
3 3 (0.67%) VPN
4 2 (0.45%) LAN
4 2 (0.45%) Multicast
4 2 (0.45%) PuTTY
5 1 (0.22%) HTTP
5 1 (0.22%) HTTPS
5 1 (0.22%) SAN
5 1 (0.22%) SSL
Database & Business Intelligence
1 349 (78.25%) Hadoop
2 277 (62.11%) Big Data
3 142 (31.84%) HBase
4 78 (17.49%) Impala
5 76 (17.04%) Data Warehouse
6 70 (15.70%) NoSQL
7 67 (15.02%) Relational Database
8 65 (14.57%) Pentaho
9 45 (10.09%) MySQL
9 45 (10.09%) PostgreSQL
10 38 (8.52%) Data Lake
10 38 (8.52%) MongoDB
11 36 (8.07%) Tableau
12 35 (7.85%) Metadata
13 34 (7.62%) Apache Cassandra
14 27 (6.05%) RDBMS
14 27 (6.05%) SQL Server
15 22 (4.93%) Parquet
16 21 (4.71%) Amazon Redshift
17 18 (4.04%) Spark SQL
Development Applications
1 110 (24.66%) Jenkins
2 102 (22.87%) Git (software)
3 78 (17.49%) JIRA
4 32 (7.17%) Bitbucket
5 29 (6.50%) GitLab
6 24 (5.38%) Hudson
7 21 (4.71%) Maven
7 21 (4.71%) Subversion
8 19 (4.26%) ERwin
9 12 (2.69%) IntelliJ
9 12 (2.69%) Sonatype Nexus
10 11 (2.47%) ER Studio
11 7 (1.57%) Artifactory
12 5 (1.12%) IBM UrbanCode
13 4 (0.90%) Atlassian Bamboo
14 3 (0.67%) CircleCI
14 3 (0.67%) PowerDesigner
14 3 (0.67%) TeamCity
15 2 (0.45%) Travis CI
15 2 (0.45%) webpack
General
1 113 (25.34%) Finance
2 98 (21.97%) Social Skills
3 97 (21.75%) Banking
4 47 (10.54%) Analytical Skills
5 34 (7.62%) Investment Banking
6 32 (7.17%) Public Sector
7 15 (3.36%) Presentation Skills
8 10 (2.24%) Retail
9 9 (2.02%) Marketing
9 9 (2.02%) Telecoms
10 7 (1.57%) Publishing
11 4 (0.90%) Financial Institution
12 3 (0.67%) Digital Economy
12 3 (0.67%) Law
12 3 (0.67%) Legal
12 3 (0.67%) Spanish Language
13 2 (0.45%) French Language
13 2 (0.45%) Influencing Skills
13 2 (0.45%) Manufacturing
13 2 (0.45%) Retail Banking
Job Titles
1 158 (35.43%) Data Engineer
2 122 (27.35%) Developer
3 61 (13.68%) Big Data Engineer
4 35 (7.85%) Big Data Developer
5 32 (7.17%) Software Engineer
6 28 (6.28%) Data Manager
7 23 (5.16%) Hadoop Developer
8 19 (4.26%) Architect
9 18 (4.04%) Big Data Manager
9 18 (4.04%) Platform Manager
10 17 (3.81%) Hadoop Engineer
11 15 (3.36%) Data Modeller
11 15 (3.36%) Scala Developer
12 14 (3.14%) DevOps Engineer
13 13 (2.91%) ETL Developer
14 12 (2.69%) Administrator
14 12 (2.69%) Apache Spark Developer
14 12 (2.69%) Python Engineer
15 11 (2.47%) Cloud Engineer
16 10 (2.24%) Python Developer
Libraries, Frameworks & Software Standards
1 116 (26.01%) Kafka
2 63 (14.13%) PySpark
3 29 (6.50%) Spark Streaming
4 24 (5.38%) Apache Avro
5 23 (5.16%) Apache NiFi
6 21 (4.71%) Spring
7 15 (3.36%) Spring Boot
8 14 (3.14%) OAuth
9 12 (2.69%) JSON
9 12 (2.69%) OAuth2
10 11 (2.47%) Elastic Stack
11 10 (2.24%) JDBC
12 8 (1.79%) Java Concurrency
12 8 (1.79%) ODBC
12 8 (1.79%) OLE DB
12 8 (1.79%) RabbitMQ
12 8 (1.79%) Regular Expression
12 8 (1.79%) RESTful
13 7 (1.57%) Akka
13 7 (1.57%) YAML
Miscellaneous
1 37 (8.30%) Data Protection Act
2 33 (7.40%) Data Structures
3 20 (4.48%) Algorithms
4 9 (2.02%) Cloud Native
5 6 (1.35%) Legacy Applications
5 6 (1.35%) Virtual Team
6 5 (1.12%) Linux Command Line
7 4 (0.90%) Enterprise Software
7 4 (0.90%) Foreign Exchange (FX)
7 4 (0.90%) Greenfield Project
8 3 (0.67%) Data Centre
8 3 (0.67%) iPad
9 2 (0.45%) Credit Risk
9 2 (0.45%) IBM Mainframe
9 2 (0.45%) Linked Data
9 2 (0.45%) Mainframe
9 2 (0.45%) Public Cloud
9 2 (0.45%) Reference Data
9 2 (0.45%) Self-Motivation
9 2 (0.45%) Social Media
Operating Systems
1 100 (22.42%) Linux
2 87 (19.51%) Unix
3 31 (6.95%) Windows
4 11 (2.47%) Red Hat Enterprise Linux
5 1 (0.22%) CentOS
Processes & Methodologies
1 161 (36.10%) ETL
2 144 (32.29%) Analytics
3 129 (28.92%) Agile Software Development
4 104 (23.32%) Data Modelling
5 79 (17.71%) Scrum
6 75 (16.82%) Data Analytics
7 73 (16.37%) Data Engineering
8 70 (15.70%) Software Engineering
9 66 (14.80%) DevOps
10 64 (14.35%) Continuous Integration
11 60 (13.45%) Business Intelligence
12 57 (12.78%) Data Management
13 54 (12.11%) Use Case
14 47 (10.54%) Problem-Solving
15 46 (10.31%) Data Analysis
16 43 (9.64%) Data Science
17 42 (9.42%) Configuration Management
18 40 (8.97%) Visualisation
19 39 (8.74%) Data Extraction
20 38 (8.52%) Data Protection
Programming Languages
1 246 (55.16%) SQL
2 219 (49.10%) Python
3 179 (40.13%) Scala
4 144 (32.29%) Java
5 62 (13.90%) R
6 50 (11.21%) PL/SQL
7 48 (10.76%) Shell Script
8 37 (8.30%) HiveQL
9 30 (6.73%) Perl
10 29 (6.50%) Bash Shell
10 29 (6.50%) VBA
11 20 (4.48%) Groovy
12 15 (3.36%) Java 8
13 13 (2.91%) Kotlin
14 10 (2.24%) C++
15 8 (1.79%) C
16 6 (1.35%) JavaScript
16 6 (1.35%) PowerShell
17 5 (1.12%) C#
18 3 (0.67%) Ruby
Qualifications
1 64 (14.35%) Security Cleared
2 40 (8.97%) SC Cleared
3 25 (5.61%) Degree
4 17 (3.81%) Computer Science Degree
5 7 (1.57%) AWS Certification
5 7 (1.57%) DV Cleared
6 2 (0.45%) BC Cleared
6 2 (0.45%) BPSS Clearance
6 2 (0.45%) DBS Check
6 2 (0.45%) Master's Degree
7 1 (0.22%) CCA
7 1 (0.22%) Linux+ Certification
7 1 (0.22%) SAS Certification
Quality Assurance & Compliance
1 27 (6.05%) Data Quality
2 15 (3.36%) QA
3 11 (2.47%) IFRS
4 6 (1.35%) GDPR
5 3 (0.67%) Sarbanes-Oxley
6 2 (0.45%) COBIT
6 2 (0.45%) ISO/IEC 27001
6 2 (0.45%) NIST
6 2 (0.45%) SLA
7 1 (0.22%) Disclosure Scotland
7 1 (0.22%) Dodd-Frank
7 1 (0.22%) EMIR
7 1 (0.22%) IFRS 9
7 1 (0.22%) MiFID
System Software
1 167 (37.44%) HDFS
2 71 (15.92%) Docker
3 20 (4.48%) Apache ZooKeeper
4 19 (4.26%) Apache Flume
5 3 (0.67%) Active Directory Lightweight Directory Services
5 3 (0.67%) Virtual Machines
6 1 (0.22%) Hyper-V
6 1 (0.22%) VMware Infrastructure
Systems Management
1 76 (17.04%) Kubernetes
2 47 (10.54%) Terraform
3 41 (9.19%) Ansible
4 36 (8.07%) Oozie
5 23 (5.16%) Hadoop YARN
6 16 (3.59%) Kibana
7 12 (2.69%) Single Sign-On
8 10 (2.24%) logstash
9 8 (1.79%) Docker Swarm
10 7 (1.57%) Ambari
10 7 (1.57%) Control-M
10 7 (1.57%) Rancher
11 6 (1.35%) Prometheus
11 6 (1.35%) Puppet
12 5 (1.12%) Grafana
13 4 (0.90%) Opscode Chef
Vendors
1 90 (20.18%) Cloudera
2 78 (17.49%) Oracle
3 61 (13.68%) Informatica
4 35 (7.85%) Hortonworks
5 32 (7.17%) Talend
6 31 (6.95%) Ab Initio
7 20 (4.48%) MapR
7 20 (4.48%) Teradata
8 19 (4.26%) Google
9 15 (3.36%) Databricks
10 12 (2.69%) MicroStrategy
11 10 (2.24%) Red Hat
12 8 (1.79%) SAP
13 7 (1.57%) Salesforce.com
14 6 (1.35%) Dynatrace
14 6 (1.35%) IBM
14 6 (1.35%) StreamSets
15 5 (1.12%) Atlassian
15 5 (1.12%) Microsoft
16 4 (0.90%) Splunk