Period
to 4 December 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 4 December 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
4 Dec 2020
Same period 2019 Same period 2018
Rank 327 443 344
Rank change year-on-year +116 -99 +25
Contract jobs citing Apache Hive 199 358 725
As % of all contract jobs advertised in England 0.63% 0.48% 0.76%
As % of the Database & Business Intelligence category 2.83% 2.19% 3.34%
Number of daily rates quoted 158 257 512
Median daily rate £500 £550 £550
Median daily rate % change year-on-year -9.09% - -
10th Percentile £338 £438 £425
90th Percentile £658 £717 £720
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - -
Number of hourly rates quoted 5 1 2
Median hourly rate £37.93 £52.50 £45.00
Median hourly rate % change year-on-year -27.75% +16.67% -
10th Percentile £35.59 £51.25 £42.50
90th Percentile £39.39 £53.75 £47.50
UK median hourly rate £37.93 £52.50 £45.00
% change year-on-year -27.76% +16.67% -

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 7,030 16,315 21,727
As % of all contract IT jobs advertised in England 22.13% 21.78% 22.85%
Number of daily rates quoted 4,558 11,105 15,306
Median daily rate £488 £475 £475
Median daily rate % change year-on-year +2.63% - +2.70%
10th Percentile £313 £325 £319
90th Percentile £675 £663 £638
UK median daily rate £480 £475 £475
% change year-on-year +1.05% - +5.56%
Number of hourly rates quoted 146 240 231
Median hourly rate £35.00 £30.50 £33.50
Median hourly rate % change year-on-year +14.75% -8.96% +7.54%
10th Percentile £14.25 £13.73 £14.00
90th Percentile £55.50 £71.33 £57.33
Median hourly rate £35.00 £30.00 £32.24
% change year-on-year +16.67% -6.94% +5.70%

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 4 December 2020.

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
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 4 December 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 +72 111 £550 -8.33% 16
North of England +109 41 £450 -11.11% 7
North West +97 40 £450 -12.20% 3
Midlands +74 20 £432 -17.71% 2
West Midlands +68 18 £432 -2.92% 2
South East +118 17 £388 -18.42% 5
East of England +75 9 £575 +9.52%
East Midlands +34 2 - -
Yorkshire +36 1 £563 +11.11% 4
Apache Hive
UK

For the 6 months to 4 December 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.

1 168 (84.42%) Hadoop
2 117 (58.79%) Apache Spark
3 113 (56.78%) Big Data
4 107 (53.77%) Python
5 95 (47.74%) HDFS
6 91 (45.73%) SQL
7 82 (41.21%) Security Cleared
8 79 (39.70%) Cloudera
9 78 (39.20%) Impala
10 75 (37.69%) ETL
11 72 (36.18%) AWS
12 70 (35.18%) Git (software)
12 70 (35.18%) SC Cleared
13 68 (34.17%) Jenkins
14 67 (33.67%) Ansible
15 64 (32.16%) Oracle
15 64 (32.16%) Apache
16 59 (29.65%) Java
17 50 (25.13%) Analytics
18 49 (24.62%) Amazon S3
19 47 (23.62%) MySQL
20 42 (21.11%) Agile Software Development
20 42 (21.11%) Scala
20 42 (21.11%) Relational Database
21 39 (19.60%) Azure
21 39 (19.60%) Configuration Management
22 38 (19.10%) DevOps
22 38 (19.10%) Kubernetes
23 36 (18.09%) Pentaho
24 35 (17.59%) Kafka

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
1 117 (58.79%) Apache Spark
2 64 (32.16%) Apache
3 26 (13.07%) Confluence
4 18 (9.05%) Apache Pig
5 15 (7.54%) Elasticsearch
6 11 (5.53%) Mule
6 11 (5.53%) WebLogic
7 7 (3.52%) Apache Airflow
8 6 (3.02%) Jupyter
9 5 (2.51%) SAS
10 4 (2.01%) Tornado
11 1 (0.50%) Apache Solr
Applications
1 30 (15.08%) Spreadsheet
2 10 (5.03%) Microsoft Excel
3 4 (2.01%) Microsoft PowerPoint
4 1 (0.50%) MS Visio
Business Applications
1 11 (5.53%) SAP FI-CA
Cloud Services
1 72 (36.18%) AWS
2 49 (24.62%) Amazon S3
3 39 (19.60%) Azure
4 19 (9.55%) Amazon EMR
5 13 (6.53%) GCP
6 8 (4.02%) Serverless
7 6 (3.02%) AWS Lambda
8 5 (2.51%) Virtual Private Cloud
9 3 (1.51%) AWS Step Functions
10 2 (1.01%) Amazon CloudWatch
10 2 (1.01%) Amazon ECS
10 2 (1.01%) Amazon Kinesis
10 2 (1.01%) Apigee
10 2 (1.01%) AWS CloudFormation
10 2 (1.01%) Azure Data Factory
11 1 (0.50%) Azure Stack
11 1 (0.50%) GitHub
11 1 (0.50%) OpenShift
11 1 (0.50%) Power Platform
11 1 (0.50%) Tricentis Tosca
Communications & Networking
1 4 (2.01%) Kerberos
1 4 (2.01%) VPN
2 2 (1.01%) SSL
3 1 (0.50%) PuTTY
Database & Business Intelligence
1 168 (84.42%) Hadoop
2 113 (56.78%) Big Data
3 78 (39.20%) Impala
4 47 (23.62%) MySQL
5 42 (21.11%) Relational Database
6 36 (18.09%) Pentaho
7 26 (13.07%) HBase
8 18 (9.05%) NoSQL
9 17 (8.54%) Data Lake
10 15 (7.54%) MongoDB
11 13 (6.53%) SQL Server
12 12 (6.03%) Data Warehouse
12 12 (6.03%) Oracle Database
13 10 (5.03%) PostgreSQL
14 9 (4.52%) Apache Accumulo
15 7 (3.52%) Tableau
16 6 (3.02%) Spark SQL
17 5 (2.51%) Parquet
17 5 (2.51%) Presto
17 5 (2.51%) SQL Server Integration Services
Development Applications
1 70 (35.18%) Git (software)
2 68 (34.17%) Jenkins
3 26 (13.07%) JIRA
4 14 (7.04%) Cucumber
5 11 (5.53%) Postman
5 11 (5.53%) SoapUI
5 11 (5.53%) Toad
6 10 (5.03%) Selenium
7 8 (4.02%) TeamCity
8 6 (3.02%) GitLab
9 5 (2.51%) Atlassian Bamboo
9 5 (2.51%) ProC
10 4 (2.01%) Hudson
10 4 (2.01%) JMeter
11 3 (1.51%) Bitbucket
11 3 (1.51%) JUnit
11 3 (1.51%) kappa
12 2 (1.01%) eggPlant
12 2 (1.01%) Gatling
12 2 (1.01%) Mocha
General
1 23 (11.56%) Public Sector
2 22 (11.06%) Finance
3 14 (7.04%) Banking
4 4 (2.01%) Aerospace
4 4 (2.01%) Manufacturing
5 2 (1.01%) Financial Institution
6 1 (0.50%) Billing
6 1 (0.50%) Games
6 1 (0.50%) Investment Banking
6 1 (0.50%) Legal
6 1 (0.50%) Marketing
6 1 (0.50%) Pharmaceutical
6 1 (0.50%) Retail
6 1 (0.50%) Swedish Language
Job Titles
1 58 (29.15%) Developer
2 52 (26.13%) Data Engineer
3 19 (9.55%) Architect
4 16 (8.04%) Data Architect
4 16 (8.04%) Data Scientist
5 15 (7.54%) Big Data Engineer
6 14 (7.04%) AWS Engineer
7 13 (6.53%) Cloud Engineer
8 12 (6.03%) Python Developer
9 11 (5.53%) Analyst
10 10 (5.03%) DevOps Engineer
10 10 (5.03%) Hadoop Engineer
10 10 (5.03%) Pentaho Developer
11 9 (4.52%) Big Data Developer
11 9 (4.52%) Test Analyst
12 8 (4.02%) AWS DevOps
12 8 (4.02%) Azure Engineer
13 7 (3.52%) ETL Developer
13 7 (3.52%) Python Engineer
14 6 (3.02%) Solutions Architect
Libraries, Frameworks & Software Standards
1 35 (17.59%) Kafka
2 23 (11.56%) PySpark
3 19 (9.55%) RabbitMQ
4 17 (8.54%) XML
5 16 (8.04%) JSON
6 12 (6.03%) Apache NiFi
7 11 (5.53%) SOAP
8 10 (5.03%) TensorFlow
9 9 (4.52%) Pandas
9 9 (4.52%) scikit-learn
10 8 (4.02%) Keras
10 8 (4.02%) NumPy
10 8 (4.02%) PyTorch
10 8 (4.02%) XGBoost
11 6 (3.02%) Anaconda
11 6 (3.02%) CSS
11 6 (3.02%) HTML
11 6 (3.02%) HTML5
11 6 (3.02%) Spark Streaming
12 5 (2.51%) Spring
Miscellaneous
1 21 (10.55%) Analytical Skills
2 16 (8.04%) Algorithms
3 10 (5.03%) Credit Risk
4 7 (3.52%) Greenfield Project
5 5 (2.51%) Cloud Native
5 5 (2.51%) Social Media
6 4 (2.01%) Data Structures
7 2 (1.01%) Equities
7 2 (1.01%) Fixed Income
7 2 (1.01%) NHS
7 2 (1.01%) User Experience
8 1 (0.50%) Analytical Mindset
8 1 (0.50%) Clustering
8 1 (0.50%) Management Information System
8 1 (0.50%) Reference Data
8 1 (0.50%) Virtual Team
8 1 (0.50%) Wiki
Operating Systems
1 24 (12.06%) Linux
2 17 (8.54%) Windows
3 16 (8.04%) Unix
Processes & Methodologies
1 75 (37.69%) ETL
2 50 (25.13%) Analytics
3 42 (21.11%) Agile Software Development
4 39 (19.60%) Configuration Management
5 38 (19.10%) DevOps
6 33 (16.58%) Data Engineering
6 33 (16.58%) Data Modelling
7 32 (16.08%) Data Science
8 31 (15.58%) Data Acquisition
8 31 (15.58%) Data Integration
8 31 (15.58%) Unit Testing
9 28 (14.07%) Problem-Solving
9 28 (14.07%) Release Management
10 26 (13.07%) Continuous Integration
10 26 (13.07%) Data Ingestion
10 26 (13.07%) Machine Learning
11 24 (12.06%) ETL Development
12 22 (11.06%) Data Analytics
12 22 (11.06%) Visualisation
13 21 (10.55%) Scrum
Programming Languages
1 107 (53.77%) Python
2 91 (45.73%) SQL
3 59 (29.65%) Java
4 42 (21.11%) Scala
5 24 (12.06%) Bash Shell
6 17 (8.54%) R
7 16 (8.04%) PowerShell
8 14 (7.04%) PL/SQL
9 13 (6.53%) Shell Script
10 7 (3.52%) JavaScript
10 7 (3.52%) Perl
11 4 (2.01%) Java 8
12 3 (1.51%) HiveQL
12 3 (1.51%) VBA
13 2 (1.01%) C#
13 2 (1.01%) Go
14 1 (0.50%) C++
14 1 (0.50%) Groovy
14 1 (0.50%) Korn
14 1 (0.50%) T-SQL
Qualifications
1 82 (41.21%) Security Cleared
2 70 (35.18%) SC Cleared
3 17 (8.54%) Degree
4 9 (4.52%) Numerate Degree
5 8 (4.02%) DV Cleared
6 7 (3.52%) AWS Certification
7 5 (2.51%) TOGAF Certification
8 4 (2.01%) ISEB
8 4 (2.01%) ISTQB
8 4 (2.01%) ISTQB Foundation Certification
9 2 (1.01%) BPSS Clearance
9 2 (1.01%) Computer Science Degree
10 1 (0.50%) PhD
Quality Assurance & Compliance
1 6 (3.02%) Data Quality
1 6 (3.02%) QA
2 2 (1.01%) Sarbanes-Oxley
3 1 (0.50%) GDPR
3 1 (0.50%) GxP
3 1 (0.50%) PCI DSS
System Software
1 95 (47.74%) HDFS
2 34 (17.09%) Docker
3 19 (9.55%) Apache ZooKeeper
4 8 (4.02%) Active Directory
5 5 (2.51%) Apache Flume
6 4 (2.01%) Active Directory Lightweight Directory Services
7 1 (0.50%) Virtual Machines
Systems Management
1 67 (33.67%) Ansible
2 38 (19.10%) Kubernetes
3 19 (9.55%) Hadoop YARN
4 18 (9.05%) Terraform
5 9 (4.52%) Oozie
6 2 (1.01%) Grafana
6 2 (1.01%) Puppet
6 2 (1.01%) Rancher
7 1 (0.50%) Control-M
7 1 (0.50%) Kibana
7 1 (0.50%) Opscode Chef
Vendors
1 79 (39.70%) Cloudera
2 64 (32.16%) Oracle
3 22 (11.06%) Hortonworks
4 13 (6.53%) Informatica
5 12 (6.03%) SAP
6 11 (5.53%) Microsoft
6 11 (5.53%) Teradata
7 10 (5.03%) Ab Initio
8 7 (3.52%) TIBCO
9 6 (3.02%) Google
10 5 (2.51%) Atlassian
10 5 (2.51%) MapR
10 5 (2.51%) Talend
11 3 (1.51%) Databricks
12 2 (1.01%) Confluent
12 2 (1.01%) MuleSoft
12 2 (1.01%) Splunk
13 1 (0.50%) BT
13 1 (0.50%) Netezza
13 1 (0.50%) Rackspace