Period
to 27 September 2021

The following table provides summary statistics for permanent job vacancies with a requirement for Apache Hive skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Hive over the 6 months to 27 September 2021 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
27 Sep 2021
Same period 2020 Same period 2019
Rank 696 476 497
Rank change year-on-year -220 +21 +11
Permanent jobs citing Apache Hive 343 217 819
As % of all permanent jobs advertised in the UK 0.28% 0.46% 0.58%
As % of the Database & Business Intelligence category 1.00% 1.58% 2.13%
Number of salaries quoted 232 114 670
10th Percentile £46,250 £46,250 £49,934
25th Percentile £55,000 £52,500 £56,250
Median annual salary (50th Percentile) £75,000 £67,500 £72,500
Median % change year-on-year +11.11% -6.90% +3.57%
75th Percentile £97,500 £82,500 £85,000
90th Percentile £117,000 £107,000 £105,100
UK excluding London median annual salary £61,700 £57,500 £57,500
% change year-on-year +7.30% - -4.17%

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 permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 34,273 13,753 38,510
As % of all permanent IT jobs advertised in the UK 28.08% 28.86% 27.43%
Number of salaries quoted 22,158 11,585 31,728
10th Percentile £35,000 £33,750 £31,250
25th Percentile £42,500 £42,000 £38,307
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £77,000 £72,500 £70,000
90th Percentile £95,000 £90,000 £85,000
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Apache Hive
Job Vacancy Trend

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

Job vacancy trend for Apache Hive in the UK

Apache Hive
Salary Trend

3-month moving average salary quoted in jobs citing Apache Hive.

Salary trend for Apache Hive in the UK

Apache Hive
Salary Histogram

Salary distribution for jobs citing Apache Hive over the 6 months to 27 September 2021.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Hive within the UK over the 6 months to 27 September 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -222 309 £80,000 +18.52% 57
London -200 197 £85,000 +21.43% 34
UK excluding London -196 119 £61,700 +7.30% 22
Work from Home -220 69 £82,500 +32.00% 3
South East -159 34 £61,900 -4.77% 4
Midlands -118 26 £53,750 +6.97% 3
East of England -76 24 £85,000 +7.94% 5
East Midlands -71 19 £50,000 -0.50% 1
Scotland -92 17 £47,500 -35.59% 1
South West -103 8 £73,870 +55.52%
West Midlands -103 7 £55,000 +7.32% 2
North of England -131 6 £56,914 -8.94% 5
Northern Ireland - 4 £47,000 - 3
Yorkshire -104 3 £50,000 -23.08% 1
North East - 2 £56,914 -
North West -94 1 £72,500 +31.82% 4

For the 6 months to 27 September 2021, IT 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 permanent job ads with a requirement for Apache Hive.

1 266 (77.55%) Apache Spark
2 265 (77.26%) Hadoop
3 248 (72.30%) Big Data
4 227 (66.18%) Python
5 215 (62.68%) SQL
6 173 (50.44%) Analytics
7 151 (44.02%) AWS
8 150 (43.73%) Java
9 147 (42.86%) Agile Software Development
10 143 (41.69%) Kafka
11 140 (40.82%) Social Skills
12 131 (38.19%) ETL
13 129 (37.61%) Azure
14 105 (30.61%) Data Modelling
15 104 (30.32%) Data Warehouse
16 91 (26.53%) GCP
17 90 (26.24%) HBase
18 83 (24.20%) Scala
19 80 (23.32%) Data Science
20 77 (22.45%) Amazon Redshift
20 77 (22.45%) Degree
21 75 (21.87%) Computer Science
22 74 (21.57%) Business Intelligence
23 73 (21.28%) Software Engineering
24 72 (20.99%) DevOps
25 70 (20.41%) Data Engineering
26 69 (20.12%) Visualisation
26 69 (20.12%) NoSQL
27 65 (18.95%) Data Lake
28 64 (18.66%) Data Pipeline

Apache Hive
Co-occurring IT Skills 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
1 266 (77.55%) Apache Spark
2 62 (18.08%) Apache
3 54 (15.74%) Apache Airflow
4 22 (6.41%) Apache Pig
5 17 (4.96%) SAS
6 12 (3.50%) Elasticsearch
7 7 (2.04%) Apache Solr
7 7 (2.04%) Cloud Foundry
7 7 (2.04%) GemFire
7 7 (2.04%) Jupyter
8 4 (1.17%) CMS
9 3 (0.87%) Mule
9 3 (0.87%) SharePoint
10 2 (0.58%) JBoss
10 2 (0.58%) Tomcat
10 2 (0.58%) WebSphere
Applications
1 4 (1.17%) Microsoft Excel
2 1 (0.29%) Spreadsheet
2 1 (0.29%) Weka
Business Applications
1 1 (0.29%) SAP S/4HANA
Cloud Services
1 151 (44.02%) AWS
2 129 (37.61%) Azure
3 91 (26.53%) GCP
4 33 (9.62%) Power Platform
5 24 (7.00%) Amazon EMR
6 18 (5.25%) Azure Synapse Analytics
6 18 (5.25%) PaaS
7 17 (4.96%) Amazon Kinesis
8 16 (4.66%) Amazon S3
8 16 (4.66%) SaaS
9 15 (4.37%) Azure Data Factory
9 15 (4.37%) IaaS
10 13 (3.79%) Azure Cosmos DB
11 12 (3.50%) Serverless
12 10 (2.92%) GitHub
13 8 (2.33%) AWS Step Functions
13 8 (2.33%) Azure Functions
13 8 (2.33%) Matillion
13 8 (2.33%) Snowflake
14 5 (1.46%) PowerApps
Communications & Networking
1 23 (6.71%) Wireless
2 15 (4.37%) Internet
3 9 (2.62%) SMS
4 4 (1.17%) Sourcefire
5 2 (0.58%) FTP
6 1 (0.29%) Broadband
6 1 (0.29%) DNS
6 1 (0.29%) HTTP
Database & Business Intelligence
1 265 (77.26%) Hadoop
2 248 (72.30%) Big Data
3 104 (30.32%) Data Warehouse
4 90 (26.24%) HBase
5 77 (22.45%) Amazon Redshift
6 69 (20.12%) NoSQL
7 65 (18.95%) Data Lake
8 49 (14.29%) Impala
9 45 (13.12%) Relational Database
10 44 (12.83%) MySQL
11 37 (10.79%) Tableau
12 35 (10.20%) Apache Cassandra
12 35 (10.20%) PostgreSQL
13 34 (9.91%) Presto
14 33 (9.62%) Power BI
15 30 (8.75%) BigQuery
15 30 (8.75%) Pentaho
16 29 (8.45%) MongoDB
17 28 (8.16%) Data Mining
18 23 (6.71%) SQL Server
Development Applications
1 59 (17.20%) Git (software)
2 29 (8.45%) Jenkins
3 16 (4.66%) Eclipse
3 16 (4.66%) IntelliJ
4 14 (4.08%) Sonatype Nexus
5 9 (2.62%) IBM UrbanCode
5 9 (2.62%) Maven
5 9 (2.62%) Postman
5 9 (2.62%) SoapUI
6 7 (2.04%) Appium
6 7 (2.04%) Cucumber
6 7 (2.04%) Cypress.io
6 7 (2.04%) GitLab
6 7 (2.04%) Gradle
6 7 (2.04%) JUnit
6 7 (2.04%) Protractor
6 7 (2.04%) SonarQube
6 7 (2.04%) Storybook
7 6 (1.75%) Visual Studio
8 5 (1.46%) RStudio
General
1 140 (40.82%) Social Skills
2 62 (18.08%) Finance
3 50 (14.58%) Analytical Skills
4 47 (13.70%) Banking
5 30 (8.75%) Inclusion and Diversity
5 30 (8.75%) Law
5 30 (8.75%) Presentation Skills
6 18 (5.25%) Retail
7 17 (4.96%) Telecoms
8 14 (4.08%) Marketing
9 13 (3.79%) Retail Banking
10 9 (2.62%) Investment Banking
10 9 (2.62%) Public Sector
11 8 (2.33%) Games
11 8 (2.33%) Pharmaceutical
12 6 (1.75%) Publishing
13 5 (1.46%) Documentation Skills
13 5 (1.46%) Manufacturing
14 4 (1.17%) Front Office
14 4 (1.17%) Legal
Job Titles
1 105 (30.61%) Data Engineer
2 68 (19.83%) Architect
3 52 (15.16%) Data Architect
4 40 (11.66%) Developer
5 36 (10.50%) Big Data Engineer
6 31 (9.04%) Data Scientist
7 27 (7.87%) Senior Data Engineer
8 26 (7.58%) Big Data Architect
9 21 (6.12%) Cloud Architect
10 20 (5.83%) Software Engineer
11 13 (3.79%) Analyst
11 13 (3.79%) Java Engineer
11 13 (3.79%) Python Engineer
11 13 (3.79%) Technical Trainer
11 13 (3.79%) Trainer
12 12 (3.50%) Consultant
12 12 (3.50%) Scala Engineer
12 12 (3.50%) Solutions Architect
13 11 (3.21%) Data Analyst
14 10 (2.92%) Data Manager
Libraries, Frameworks & Software Standards
1 143 (41.69%) Kafka
2 34 (9.91%) PySpark
3 29 (8.45%) AngularJS
4 26 (7.58%) CSS
4 26 (7.58%) JSON
4 26 (7.58%) React
5 25 (7.29%) HTML
6 24 (7.00%) Node.js
7 21 (6.12%) RESTful
8 20 (5.83%) Spark Streaming
9 17 (4.96%) Spring
10 16 (4.66%) Spring Boot
11 15 (4.37%) REST
11 15 (4.37%) Web Services
12 14 (4.08%) SOAP
13 13 (3.79%) NumPy
14 12 (3.50%) Bokeh
14 12 (3.50%) Twitter Bootstrap
15 11 (3.21%) HTML5
16 10 (2.92%) Elastic Stack
Miscellaneous
1 35 (10.20%) Algorithms
2 29 (8.45%) Virtual Team
3 28 (8.16%) Data Structures
4 20 (5.83%) Management Information System
4 20 (5.83%) Self-Motivation
5 14 (4.08%) Cloud Native
6 11 (3.21%) Linux Command Line
7 10 (2.92%) Reference Data
7 10 (2.92%) User Experience
8 9 (2.62%) Enterprise Cloud
8 9 (2.62%) Life Science
8 9 (2.62%) Social Media
9 8 (2.33%) Public Cloud
10 7 (2.04%) Media Streaming
11 6 (1.75%) Online Banking
12 4 (1.17%) Cyber Defence
12 4 (1.17%) Digital Media
12 4 (1.17%) Hybrid Cloud
12 4 (1.17%) Internet of Things
13 3 (0.87%) Legacy Systems
Operating Systems
1 46 (13.41%) Linux
2 34 (9.91%) Unix
3 5 (1.46%) Windows
4 4 (1.17%) DC/OS
Processes & Methodologies
1 173 (50.44%) Analytics
2 147 (42.86%) Agile Software Development
3 131 (38.19%) ETL
4 105 (30.61%) Data Modelling
5 80 (23.32%) Data Science
6 75 (21.87%) Computer Science
7 74 (21.57%) Business Intelligence
8 73 (21.28%) Software Engineering
9 72 (20.99%) DevOps
10 70 (20.41%) Data Engineering
11 69 (20.12%) Visualisation
12 64 (18.66%) Data Pipeline
12 64 (18.66%) Machine Learning
13 60 (17.49%) Data Analytics
14 51 (14.87%) Technical Leadership
15 49 (14.29%) Data Management
16 48 (13.99%) Open Source
17 45 (13.12%) Data Analysis
17 45 (13.12%) Stakeholder Management
18 44 (12.83%) Scrum
Programming Languages
1 227 (66.18%) Python
2 215 (62.68%) SQL
3 150 (43.73%) Java
4 83 (24.20%) Scala
5 46 (13.41%) R
6 37 (10.79%) JavaScript
7 22 (6.41%) C#
7 22 (6.41%) Shell Script
8 20 (5.83%) PL/SQL
9 17 (4.96%) HiveQL
10 13 (3.79%) Groovy
11 10 (2.92%) PHP
12 9 (2.62%) Kotlin
13 8 (2.33%) TypeScript
14 7 (2.04%) Bash Shell
14 7 (2.04%) Clojure
14 7 (2.04%) ES6
14 7 (2.04%) Haskell
15 5 (1.46%) Cypher
15 5 (1.46%) SPARQL
Qualifications
1 77 (22.45%) Degree
2 28 (8.16%) Computer Science Degree
3 20 (5.83%) Master's Degree
4 11 (3.21%) SC Cleared
4 11 (3.21%) Security Cleared
5 3 (0.87%) TOGAF Certification
6 1 (0.29%) BPSS Clearance
6 1 (0.29%) Postgraduate
Quality Assurance & Compliance
1 23 (6.71%) Data Quality
2 8 (2.33%) QA
3 2 (0.58%) COBIT
3 2 (0.58%) GDPR
3 2 (0.58%) ISO/IEC 27001
3 2 (0.58%) MiFID
3 2 (0.58%) NIST
4 1 (0.29%) SLA
System Software
1 57 (16.62%) HDFS
2 39 (11.37%) Docker
3 16 (4.66%) Apache Flume
4 15 (4.37%) Apache ZooKeeper
5 7 (2.04%) VMware Infrastructure
6 1 (0.29%) Hyper-V
6 1 (0.29%) Virtual Machines
Systems Management
1 35 (10.20%) Kubernetes
2 23 (6.71%) Oozie
3 22 (6.41%) Ansible
3 22 (6.41%) Hadoop YARN
4 7 (2.04%) Control-M
5 6 (1.75%) Terraform
6 4 (1.17%) Apache Brooklyn
6 4 (1.17%) Marathon
6 4 (1.17%) Mesos
7 3 (0.87%) Ambari
7 3 (0.87%) Kibana
7 3 (0.87%) logstash
8 1 (0.29%) Opscode Chef
Vendors
1 50 (14.58%) Databricks
2 42 (12.24%) Oracle
3 38 (11.08%) Google
4 35 (10.20%) Talend
5 26 (7.58%) Cloudera
5 26 (7.58%) Microsoft
6 19 (5.54%) Splunk
7 18 (5.25%) Hortonworks
7 18 (5.25%) Informatica
8 14 (4.08%) StreamSets
9 11 (3.21%) Teradata
10 9 (2.62%) MKS
11 8 (2.33%) VMware
12 7 (2.04%) Okta
13 6 (1.75%) MicroStrategy
14 5 (1.46%) Alibaba
14 5 (1.46%) Facebook
14 5 (1.46%) Instagram
15 4 (1.17%) Cisco
15 4 (1.17%) MapR