Period
to 23 July 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 23 July 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
23 Jul 2021
Same period 2020 Same period 2019
Rank 363 395 333
Rank change year-on-year +32 -62 -10
Contract jobs citing Apache Hive 366 150 660
As % of all contract jobs advertised in England 0.65% 0.45% 0.79%
As % of the Database & Business Intelligence category 3.02% 1.98% 3.44%
Number of daily rates quoted 207 107 492
10th Percentile £400 £407 £413
25th Percentile £495 £450 £506
Median daily rate (50th Percentile) £575 £525 £550
Median % change year-on-year +9.52% -4.55% -
75th Percentile £625 £650 £625
90th Percentile £700 £713 £688
UK median daily rate £575 £525 £550
% change year-on-year +9.52% -4.55% -
Number of hourly rates quoted 9 2 2
10th Percentile £17.65 " "
25th Percentile £24.75 £37.75 £32.50
Median hourly rate £26.00 £38.50 £35.00
Median % change year-on-year -32.47% +10.00% +11.11%
75th Percentile £31.94 £39.25 £37.50
90th Percentile £38.75 " "
UK median hourly rate £26.50 £38.50 £35.00
% change year-on-year -31.17% +10.00% +11.11%

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 12,123 7,561 19,170
As % of all contract IT jobs advertised in England 21.42% 22.47% 22.85%
Number of daily rates quoted 8,452 5,326 13,420
10th Percentile £335 £330 £325
25th Percentile £413 £413 £400
Median daily rate (50th Percentile) £513 £500 £483
Median % change year-on-year +2.50% +3.63% +1.58%
75th Percentile £620 £600 £575
90th Percentile £706 £700 £650
UK median daily rate £500 £500 £475
% change year-on-year - +5.26% +2.70%
Number of hourly rates quoted 184 102 231
10th Percentile £11.61 £12.63 £14.00
25th Percentile £19.00 £17.77 £17.69
Median hourly rate £26.00 £24.70 £30.00
Median % change year-on-year +5.26% -17.67% -6.25%
75th Percentile £47.31 £42.94 £52.15
90th Percentile £63.46 £65.89 £60.00
UK median hourly rate £27.00 £22.50 £30.00
% change year-on-year +20.00% -25.00% -6.25%

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 23 July 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 23 July 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 23 July 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 +12 219 £600 +14.29% 37
Midlands -5 34 £500 +14.94% 8
South East -14 32 £380 -24.00% 9
West Midlands -9 31 £498 +14.37% 4
North of England -25 24 £590 +12.38% 2
South West +6 16 £508 -6.41% 2
Yorkshire -16 9 £625 +31.58%
North West -29 8 £520 -13.33% 2
North East - 8 £750 -
East of England -24 6 £321 -49.61% 2
East Midlands - 2 £500 - 4
Apache Hive
UK

For the 6 months to 23 July 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.

1 291 (79.51%) Hadoop
2 265 (72.40%) Apache Spark
3 215 (58.74%) Big Data
4 179 (48.91%) SQL
4 179 (48.91%) Python
5 157 (42.90%) Scala
6 136 (37.16%) AWS
7 134 (36.61%) HDFS
8 129 (35.25%) Java
9 127 (34.70%) ETL
10 113 (30.87%) Kafka
11 112 (30.60%) Azure
12 110 (30.05%) Analytics
13 106 (28.96%) Agile Software Development
14 96 (26.23%) HBase
15 88 (24.04%) Jenkins
16 82 (22.40%) Finance
17 78 (21.31%) Git (software)
17 78 (21.31%) Impala
18 76 (20.77%) Cloudera
19 75 (20.49%) Unix
20 74 (20.22%) Kubernetes
21 73 (19.95%) Oracle
22 72 (19.67%) Data Modelling
23 69 (18.85%) Banking
23 69 (18.85%) Social Skills
24 68 (18.58%) Data Engineering
24 68 (18.58%) DevOps
25 63 (17.21%) GCP
26 60 (16.39%) Relational Database

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
1 265 (72.40%) Apache Spark
2 57 (15.57%) Apache
3 41 (11.20%) Confluence
4 37 (10.11%) Apache Airflow
5 31 (8.47%) SAS
6 16 (4.37%) Elasticsearch
7 13 (3.55%) Apache Pig
8 9 (2.46%) Tomcat
9 4 (1.09%) Apache Solr
9 4 (1.09%) nginx
10 2 (0.55%) Camunda
10 2 (0.55%) Luigi
11 1 (0.27%) DataSynapse
11 1 (0.27%) Mule
11 1 (0.27%) Oracle SOA Suite
11 1 (0.27%) PowerExchange
11 1 (0.27%) SharePoint
11 1 (0.27%) WebLogic
Applications
1 14 (3.83%) Microsoft Excel
2 8 (2.19%) Spreadsheet
3 1 (0.27%) SPSS
3 1 (0.27%) Stata
Business Applications
1 1 (0.27%) Oracle BPM
1 1 (0.27%) SAP FI-CA
1 1 (0.27%) SAP MDG
1 1 (0.27%) SAP MDM
1 1 (0.27%) SAP PSCD
1 1 (0.27%) Traffica
Cloud Services
1 136 (37.16%) AWS
2 112 (30.60%) Azure
3 63 (17.21%) GCP
4 33 (9.02%) Amazon S3
5 19 (5.19%) Power Platform
6 11 (3.01%) GitHub
7 10 (2.73%) Azure Data Factory
8 9 (2.46%) AWS Lambda
8 9 (2.46%) Serverless
9 8 (2.19%) Amazon EMR
10 7 (1.91%) PaaS
10 7 (1.91%) Tricentis Tosca
11 6 (1.64%) Azure Storage
11 6 (1.64%) Azure Synapse Analytics
11 6 (1.64%) Cloud Computing
11 6 (1.64%) OpenShift
11 6 (1.64%) Snowflake
12 5 (1.37%) Azure Cosmos DB
12 5 (1.37%) SaaS
13 4 (1.09%) Azure Key Vault
Communications & Networking
1 10 (2.73%) Firewall
2 8 (2.19%) Kerberos
3 7 (1.91%) SSL
4 4 (1.09%) FTP
4 4 (1.09%) HTTP
4 4 (1.09%) HTTPS
5 1 (0.27%) Intranet
5 1 (0.27%) PuTTY
Database & Business Intelligence
1 291 (79.51%) Hadoop
2 215 (58.74%) Big Data
3 96 (26.23%) HBase
4 78 (21.31%) Impala
5 60 (16.39%) Relational Database
6 58 (15.85%) Data Warehouse
7 52 (14.21%) Data Lake
8 48 (13.11%) PostgreSQL
9 45 (12.30%) NoSQL
10 41 (11.20%) Pentaho
11 37 (10.11%) MySQL
12 32 (8.74%) MongoDB
13 28 (7.65%) Spark SQL
13 28 (7.65%) SQL Server
14 27 (7.38%) Metadata
14 27 (7.38%) RDBMS
15 24 (6.56%) Parquet
16 21 (5.74%) Amazon Redshift
17 19 (5.19%) Power BI
18 15 (4.10%) Apache Cassandra
Development Applications
1 88 (24.04%) Jenkins
2 78 (21.31%) Git (software)
3 50 (13.66%) JIRA
4 31 (8.47%) Bitbucket
5 24 (6.56%) GitLab
6 21 (5.74%) Maven
7 17 (4.64%) Sonatype Nexus
8 12 (3.28%) Subversion
9 11 (3.01%) Artifactory
10 10 (2.73%) IntelliJ
11 9 (2.46%) Hudson
11 9 (2.46%) TeamCity
12 8 (2.19%) ERwin
12 8 (2.19%) IBM UrbanCode
13 5 (1.37%) ER Studio
14 4 (1.09%) Cucumber
14 4 (1.09%) Gradle
14 4 (1.09%) JUnit
15 2 (0.55%) Jasmine
15 2 (0.55%) SoapUI
General
1 82 (22.40%) Finance
2 69 (18.85%) Banking
2 69 (18.85%) Social Skills
3 36 (9.84%) Analytical Skills
4 24 (6.56%) Public Sector
5 14 (3.83%) Investment Banking
6 8 (2.19%) Marketing
7 5 (1.37%) French Language
7 5 (1.37%) Retail Banking
7 5 (1.37%) Telecoms
8 4 (1.09%) Documentation Skills
8 4 (1.09%) Front Office
9 3 (0.82%) Digital Economy
9 3 (0.82%) Financial Institution
9 3 (0.82%) Presentation Skills
9 3 (0.82%) Publishing
10 2 (0.55%) Electronics
10 2 (0.55%) Games
10 2 (0.55%) Legal
10 2 (0.55%) Manufacturing
Job Titles
1 131 (35.79%) Data Engineer
2 96 (26.23%) Developer
3 46 (12.57%) Big Data Engineer
4 25 (6.83%) Scala Engineer
5 24 (6.56%) Architect
5 24 (6.56%) Software Engineer
6 21 (5.74%) Big Data Developer
7 19 (5.19%) Hadoop Engineer
8 16 (4.37%) Cloud Engineer
8 16 (4.37%) Scala Developer
9 15 (4.10%) Apache Spark Developer
9 15 (4.10%) Python Developer
10 14 (3.83%) AWS Engineer
10 14 (3.83%) ETL Developer
11 13 (3.55%) Hadoop Developer
11 13 (3.55%) Senior Data Engineer
12 12 (3.28%) Consultant
12 12 (3.28%) Data Architect
12 12 (3.28%) DevOps Engineer
12 12 (3.28%) Java Developer
Libraries, Frameworks & Software Standards
1 113 (30.87%) Kafka
2 58 (15.85%) PySpark
3 29 (7.92%) Spark Streaming
4 26 (7.10%) Apache Avro
5 24 (6.56%) JSON
5 24 (6.56%) Spring
6 11 (3.01%) OAuth
6 11 (3.01%) Web Services
7 10 (2.73%) Spring Boot
8 9 (2.46%) Akka
8 9 (2.46%) OAuth2
9 7 (1.91%) Apache NiFi
9 7 (1.91%) RabbitMQ
9 7 (1.91%) YAML
10 6 (1.64%) Anaconda
10 6 (1.64%) Elastic Stack
11 5 (1.37%) AngularJS
11 5 (1.37%) Java Concurrency
11 5 (1.37%) Pandas
11 5 (1.37%) RESTful
Miscellaneous
1 34 (9.29%) Data Structures
2 17 (4.64%) Linux Command Line
3 16 (4.37%) Algorithms
4 12 (3.28%) iPad
5 11 (3.01%) Virtual Team
6 7 (1.91%) Data Protection Act
7 6 (1.64%) Legacy Applications
8 4 (1.09%) Equities
8 4 (1.09%) Public Cloud
9 3 (0.82%) Analytical Mindset
9 3 (0.82%) Hybrid Cloud
9 3 (0.82%) Legacy Systems
9 3 (0.82%) Linked Data
9 3 (0.82%) Social Media
10 1 (0.27%) Cloud Native
10 1 (0.27%) Credit Risk
10 1 (0.27%) Derivative
10 1 (0.27%) Equity Derivative
10 1 (0.27%) Fixed Income
10 1 (0.27%) Mobile App
Operating Systems
1 75 (20.49%) Unix
2 58 (15.85%) Linux
3 16 (4.37%) Windows
4 1 (0.27%) Red Hat Enterprise Linux
Processes & Methodologies
1 127 (34.70%) ETL
2 110 (30.05%) Analytics
3 106 (28.96%) Agile Software Development
4 72 (19.67%) Data Modelling
5 68 (18.58%) Data Engineering
5 68 (18.58%) DevOps
6 59 (16.12%) Data Analytics
6 59 (16.12%) Data Pipeline
7 57 (15.57%) Software Engineering
8 55 (15.03%) Scrum
9 44 (12.02%) Business Intelligence
10 36 (9.84%) Problem-Solving
11 35 (9.56%) Continuous Integration
12 34 (9.29%) Data Science
13 30 (8.20%) Computer Science
14 29 (7.92%) Data Ingestion
15 28 (7.65%) Machine Learning
16 27 (7.38%) Data Virtualisation
17 26 (7.10%) TDD
18 25 (6.83%) Microservices
Programming Languages
1 179 (48.91%) Python
1 179 (48.91%) SQL
2 157 (42.90%) Scala
3 129 (35.25%) Java
4 37 (10.11%) PL/SQL
5 34 (9.29%) R
6 31 (8.47%) Shell Script
7 26 (7.10%) HiveQL
8 15 (4.10%) Groovy
8 15 (4.10%) VBA
9 14 (3.83%) Perl
10 13 (3.55%) Bash Shell
10 13 (3.55%) Java 8
11 11 (3.01%) Kotlin
12 6 (1.64%) C
12 6 (1.64%) C++
13 5 (1.37%) C#
14 4 (1.09%) Haskell
14 4 (1.09%) JavaScript
15 3 (0.82%) Elm
Qualifications
1 53 (14.48%) Security Cleared
2 32 (8.74%) SC Cleared
3 15 (4.10%) Degree
4 10 (2.73%) Computer Science Degree
5 3 (0.82%) BPSS Clearance
5 3 (0.82%) PhD
6 1 (0.27%) BC Cleared
6 1 (0.27%) CCA
6 1 (0.27%) DBS Check
6 1 (0.27%) ISEB
6 1 (0.27%) ISTQB
6 1 (0.27%) ISTQB Foundation Certification
6 1 (0.27%) Master's Degree
6 1 (0.27%) SAS Certification
Quality Assurance & Compliance
1 30 (8.20%) Data Quality
2 26 (7.10%) QA
3 7 (1.91%) IFRS
4 4 (1.09%) SLA
5 2 (0.55%) COBIT
5 2 (0.55%) Disclosure Scotland
5 2 (0.55%) GDPR
5 2 (0.55%) ISO/IEC 27001
5 2 (0.55%) NIST
5 2 (0.55%) Sarbanes-Oxley
6 1 (0.27%) Dodd-Frank
6 1 (0.27%) EMIR
6 1 (0.27%) MiFID
System Software
1 134 (36.61%) HDFS
2 58 (15.85%) Docker
3 14 (3.83%) Apache ZooKeeper
4 3 (0.82%) Apache Flume
Systems Management
1 74 (20.22%) Kubernetes
2 43 (11.75%) Oozie
3 34 (9.29%) Hadoop YARN
4 31 (8.47%) Ansible
5 28 (7.65%) Terraform
6 15 (4.10%) Ambari
7 10 (2.73%) Control-M
7 10 (2.73%) Kibana
8 9 (2.46%) Grafana
8 9 (2.46%) Single Sign-On
9 6 (1.64%) logstash
9 6 (1.64%) Puppet
10 5 (1.37%) Docker Swarm
11 4 (1.09%) Opscode Chef
11 4 (1.09%) Prometheus
11 4 (1.09%) Rancher
12 2 (0.55%) Kubeflow
Vendors
1 76 (20.77%) Cloudera
2 73 (19.95%) Oracle
3 42 (11.48%) Informatica
4 26 (7.10%) Talend
5 24 (6.56%) Hortonworks
6 22 (6.01%) Databricks
7 19 (5.19%) Google
8 15 (4.10%) Ab Initio
9 12 (3.28%) Teradata
10 11 (3.01%) MapR
11 10 (2.73%) Confluent
12 7 (1.91%) Microsoft
12 7 (1.91%) SAP
13 5 (1.37%) Alteryx
13 5 (1.37%) MicroStrategy
14 4 (1.09%) Dynatrace
14 4 (1.09%) IBM
14 4 (1.09%) Red Hat
14 4 (1.09%) StreamSets
15 3 (0.82%) Salesforce.com