Period
to 18 May 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 18 May 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
18 May 2021
Same period 2020 Same period 2019
Rank 359 406 303
Rank change year-on-year +47 -103 +10
Contract jobs citing Apache Hive 277 199 751
As % of all contract jobs advertised in England 0.61% 0.45% 0.89%
As % of the Database & Business Intelligence category 2.91% 2.07% 3.92%
Number of daily rates quoted 158 142 559
10th Percentile £386 £413 £413
25th Percentile £459 £463 £502
Median daily rate (50th Percentile) £550 £550 £550
75th Percentile £613 £650 £625
90th Percentile £640 £713 £688
UK median daily rate £540 £550 £550
% change year-on-year -1.82% - -
Number of hourly rates quoted 4 0 3
10th Percentile £17.78 " "
25th Percentile £23.06 " £32.50
Median hourly rate £28.31 - £35.00
75th Percentile £33.64 " £47.50
90th Percentile £36.71 " £53.50
UK median hourly rate £27.00 - £35.00

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 9,532 9,593 19,141
As % of all contract IT jobs advertised in England 20.93% 21.65% 22.78%
Number of daily rates quoted 6,595 6,675 13,462
10th Percentile £325 £325 £325
25th Percentile £409 £405 £400
Median daily rate (50th Percentile) £500 £500 £488
Median % change year-on-year - +2.56% +2.63%
75th Percentile £600 £588 £575
90th Percentile £688 £675 £650
UK median daily rate £500 £485 £475
% change year-on-year +3.09% +2.11% +2.15%
Number of hourly rates quoted 171 142 212
10th Percentile £11.25 £13.80 £14.00
25th Percentile £17.61 £17.87 £17.59
Median hourly rate £24.00 £24.70 £30.00
Median % change year-on-year -2.83% -17.67% +10.46%
75th Percentile £48.75 £45.63 £47.69
90th Percentile £63.75 £57.70 £57.50
UK median hourly rate £26.00 £24.70 £28.50
% change year-on-year +5.26% -13.33% -5.00%

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 18 May 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 18 May 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 18 May 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 +21 153 £575 -4.17% 34
South East +42 35 £488 -2.50% 3
Midlands +12 19 £490 -10.91% 6
South West +41 18 £508 -3.79% 1
West Midlands +15 18 £490 -11.71% 3
North of England +14 18 £550 +4.27% 3
East of England +30 11 £338 -50.00% 7
North West +14 10 £445 -31.54% 2
Yorkshire +12 8 £555 +16.84%
Apache Hive
UK

For the 6 months to 18 May 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.

1 233 (84.12%) Hadoop
2 216 (77.98%) Apache Spark
3 165 (59.57%) Big Data
4 133 (48.01%) Python
5 129 (46.57%) Scala
6 120 (43.32%) SQL
7 115 (41.52%) Kafka
8 114 (41.16%) HDFS
9 109 (39.35%) Java
10 93 (33.57%) ETL
10 93 (33.57%) AWS
11 85 (30.69%) Agile Software Development
11 85 (30.69%) Impala
12 80 (28.88%) HBase
13 78 (28.16%) Azure
14 72 (25.99%) Jenkins
15 69 (24.91%) Cloudera
16 66 (23.83%) Apache
17 65 (23.47%) Analytics
18 62 (22.38%) Finance
18 62 (22.38%) Git (software)
19 60 (21.66%) Data Modelling
20 58 (20.94%) Data Engineering
20 58 (20.94%) Data Pipeline
21 56 (20.22%) DevOps
22 54 (19.49%) Social Skills
23 53 (19.13%) GCP
24 52 (18.77%) Data Lake
25 47 (16.97%) Kubernetes
25 47 (16.97%) Security Cleared

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
1 216 (77.98%) Apache Spark
2 66 (23.83%) Apache
3 37 (13.36%) Apache Airflow
4 33 (11.91%) Confluence
5 21 (7.58%) Elasticsearch
6 14 (5.05%) SAS
7 11 (3.97%) Apache Pig
8 4 (1.44%) Apache Solr
9 2 (0.72%) Camunda
10 1 (0.36%) DataSynapse
10 1 (0.36%) Jupyter
10 1 (0.36%) Mule
10 1 (0.36%) Oracle SOA Suite
10 1 (0.36%) SharePoint
10 1 (0.36%) WebLogic
Applications
1 12 (4.33%) Spreadsheet
2 3 (1.08%) Microsoft Excel
3 2 (0.72%) Stata
4 1 (0.36%) SPSS
Business Applications
1 1 (0.36%) Oracle BPM
1 1 (0.36%) SAP FI-CA
1 1 (0.36%) SAP MDG
1 1 (0.36%) SAP MDM
1 1 (0.36%) SAP PSCD
1 1 (0.36%) Traffica
Cloud Services
1 93 (33.57%) AWS
2 78 (28.16%) Azure
3 53 (19.13%) GCP
4 37 (13.36%) Amazon S3
5 23 (8.30%) Power Platform
6 17 (6.14%) GitHub
7 16 (5.78%) Amazon EMR
8 11 (3.97%) Serverless
9 10 (3.61%) AWS Lambda
10 7 (2.53%) PaaS
10 7 (2.53%) Tricentis Tosca
11 6 (2.17%) AWS Step Functions
11 6 (2.17%) SaaS
12 5 (1.81%) Azure Cosmos DB
12 5 (1.81%) Azure Data Factory
12 5 (1.81%) OpenShift
13 4 (1.44%) Amazon Kinesis
13 4 (1.44%) Azure Synapse Analytics
13 4 (1.44%) IaaS
14 3 (1.08%) AWS CloudFormation
Communications & Networking
1 9 (3.25%) Kerberos
2 5 (1.81%) Firewall
3 3 (1.08%) Network Security
3 3 (1.08%) SSL
4 1 (0.36%) FTP
Database & Business Intelligence
1 233 (84.12%) Hadoop
2 165 (59.57%) Big Data
3 85 (30.69%) Impala
4 80 (28.88%) HBase
5 52 (18.77%) Data Lake
6 43 (15.52%) Data Warehouse
7 41 (14.80%) NoSQL
8 38 (13.72%) Relational Database
9 34 (12.27%) MySQL
10 31 (11.19%) MongoDB
11 30 (10.83%) PostgreSQL
12 26 (9.39%) Pentaho
13 23 (8.30%) Power BI
14 22 (7.94%) Spark SQL
15 20 (7.22%) Amazon Redshift
15 20 (7.22%) SQL Server
16 19 (6.86%) Apache Cassandra
17 18 (6.50%) Parquet
18 17 (6.14%) Presto
19 15 (5.42%) Tableau
Development Applications
1 72 (25.99%) Jenkins
2 62 (22.38%) Git (software)
3 36 (13.00%) JIRA
4 27 (9.75%) GitLab
5 21 (7.58%) Sonatype Nexus
6 19 (6.86%) Maven
7 18 (6.50%) Bitbucket
8 12 (4.33%) IBM UrbanCode
8 12 (4.33%) TeamCity
9 9 (3.25%) Gradle
10 8 (2.89%) Cucumber
11 7 (2.53%) JUnit
12 6 (2.17%) Artifactory
13 5 (1.81%) IntelliJ
14 4 (1.44%) ERwin
15 3 (1.08%) ER Studio
15 3 (1.08%) ProC
15 3 (1.08%) SonarQube
16 2 (0.72%) MLflow
16 2 (0.72%) Postman
General
1 62 (22.38%) Finance
2 54 (19.49%) Social Skills
3 41 (14.80%) Banking
4 39 (14.08%) Analytical Skills
5 17 (6.14%) Public Sector
6 15 (5.42%) Investment Banking
7 9 (3.25%) Documentation Skills
8 6 (2.17%) Marketing
8 6 (2.17%) Telecoms
9 5 (1.81%) French Language
9 5 (1.81%) Presentation Skills
10 3 (1.08%) Front Office
10 3 (1.08%) Publishing
10 3 (1.08%) Retail Banking
11 2 (0.72%) Electronics
11 2 (0.72%) Games
11 2 (0.72%) Manufacturing
12 1 (0.36%) Advertising
12 1 (0.36%) Financial Institution
12 1 (0.36%) Pharmaceutical
Job Titles
1 94 (33.94%) Data Engineer
2 70 (25.27%) Developer
3 38 (13.72%) Big Data Engineer
4 29 (10.47%) Architect
5 24 (8.66%) Scala Engineer
6 21 (7.58%) Big Data Developer
7 16 (5.78%) Apache Spark Developer
8 15 (5.42%) Data Architect
9 14 (5.05%) Scala Developer
10 13 (4.69%) Analyst
11 12 (4.33%) Hadoop Developer
12 11 (3.97%) AWS Engineer
12 11 (3.97%) Cloud Engineer
12 11 (3.97%) Java Developer
12 11 (3.97%) Software Engineer
13 10 (3.61%) Data Analyst
13 10 (3.61%) Python Developer
14 9 (3.25%) Consultant
14 9 (3.25%) Hadoop Engineer
15 8 (2.89%) Big Data Architect
Libraries, Frameworks & Software Standards
1 115 (41.52%) Kafka
2 46 (16.61%) PySpark
3 29 (10.47%) Spark Streaming
4 18 (6.50%) Spring
5 17 (6.14%) JSON
6 13 (4.69%) Apache NiFi
7 12 (4.33%) Apache Avro
8 11 (3.97%) XML
9 8 (2.89%) RabbitMQ
10 6 (2.17%) Anaconda
10 6 (2.17%) J2EE
10 6 (2.17%) SAML
11 5 (1.81%) SOAP
11 5 (1.81%) TensorFlow
11 5 (1.81%) Web Services
12 4 (1.44%) Middleware
12 4 (1.44%) RESTful
13 3 (1.08%) GraphX
13 3 (1.08%) JSON Schema
13 3 (1.08%) Lucene
Miscellaneous
1 22 (7.94%) Linux Command Line
2 15 (5.42%) Algorithms
3 11 (3.97%) Data Structures
4 10 (3.61%) iPad
5 7 (2.53%) Virtual Team
6 6 (2.17%) Equities
6 6 (2.17%) VSAM
7 5 (1.81%) Analytical Mindset
7 5 (1.81%) Greenfield Project
8 3 (1.08%) Social Media
9 2 (0.72%) Management Information System
9 2 (0.72%) Self-Motivation
10 1 (0.36%) Clustering
10 1 (0.36%) Credit Risk
10 1 (0.36%) Derivative
10 1 (0.36%) Equity Derivative
10 1 (0.36%) Linked Data
10 1 (0.36%) Marketing Technology
10 1 (0.36%) Mobile App
10 1 (0.36%) Reference Data
Operating Systems
1 37 (13.36%) Linux
2 35 (12.64%) Unix
3 5 (1.81%) Windows
Processes & Methodologies
1 93 (33.57%) ETL
2 85 (30.69%) Agile Software Development
3 65 (23.47%) Analytics
4 60 (21.66%) Data Modelling
5 58 (20.94%) Data Engineering
5 58 (20.94%) Data Pipeline
6 56 (20.22%) DevOps
7 45 (16.25%) Data Ingestion
8 39 (14.08%) Scrum
9 38 (13.72%) Business Intelligence
9 38 (13.72%) Data Science
10 36 (13.00%) Problem-Solving
11 34 (12.27%) Data Analytics
12 33 (11.91%) Software Engineering
13 29 (10.47%) TDD
14 27 (9.75%) Test Automation
15 26 (9.39%) Migration
16 24 (8.66%) Data Management
17 23 (8.30%) Continuous Integration
17 23 (8.30%) Machine Learning
Programming Languages
1 133 (48.01%) Python
2 129 (46.57%) Scala
3 120 (43.32%) SQL
4 109 (39.35%) Java
5 21 (7.58%) Shell Script
6 15 (5.42%) R
7 14 (5.05%) PL/SQL
8 11 (3.97%) HiveQL
9 9 (3.25%) Bash Shell
10 8 (2.89%) Elm
10 8 (2.89%) Haskell
11 6 (2.17%) JavaScript
12 5 (1.81%) C++
13 4 (1.44%) VBA
14 3 (1.08%) Java 8
14 3 (1.08%) Perl
14 3 (1.08%) XPath
15 2 (0.72%) C
15 2 (0.72%) T-SQL
15 2 (0.72%) TypeScript
Qualifications
1 47 (16.97%) Security Cleared
2 42 (15.16%) SC Cleared
3 11 (3.97%) Degree
4 7 (2.53%) Computer Science Degree
5 4 (1.44%) AWS Certification
6 3 (1.08%) Master's Degree
6 3 (1.08%) PhD
7 2 (0.72%) BPSS Clearance
8 1 (0.36%) ISEB
8 1 (0.36%) ISTQB
8 1 (0.36%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 17 (6.14%) Data Quality
2 16 (5.78%) QA
3 4 (1.44%) SLA
4 2 (0.72%) GDPR
5 1 (0.36%) PCI DSS
System Software
1 114 (41.16%) HDFS
2 37 (13.36%) Docker
3 13 (4.69%) Apache ZooKeeper
4 9 (3.25%) Apache Flume
5 1 (0.36%) Virtual Machines
Systems Management
1 47 (16.97%) Kubernetes
2 44 (15.88%) Ansible
3 38 (13.72%) Oozie
4 31 (11.19%) Hadoop YARN
5 10 (3.61%) Puppet
6 9 (3.25%) Control-M
7 8 (2.89%) Terraform
8 7 (2.53%) Kibana
9 5 (1.81%) Ambari
9 5 (1.81%) Grafana
10 3 (1.08%) Opscode Chef
11 2 (0.72%) Kubeflow
Vendors
1 69 (24.91%) Cloudera
2 45 (16.25%) Oracle
3 18 (6.50%) Databricks
4 15 (5.42%) Google
5 14 (5.05%) Informatica
6 13 (4.69%) Hortonworks
7 12 (4.33%) Talend
8 11 (3.97%) MapR
9 9 (3.25%) Ab Initio
9 9 (3.25%) Confluent
10 7 (2.53%) Microsoft
11 6 (2.17%) Alteryx
11 6 (2.17%) Salesforce.com
11 6 (2.17%) Teradata
12 5 (1.81%) StreamSets
13 4 (1.44%) MicroStrategy
13 4 (1.44%) SAP
13 4 (1.44%) Vertica
14 3 (1.08%) Netezza
14 3 (1.08%) TIBCO