Period
to 28 October 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 28 October 2021 with a comparison to the same period in the previous 2 years.

Apache Hive
UK > England
6 months to
28 Oct 2021
Same period 2020 Same period 2019
Rank 680 474 494
Rank change year-on-year -206 +20 -2
Permanent jobs citing Apache Hive 346 202 718
As % of all permanent jobs advertised in England 0.31% 0.44% 0.57%
As % of the Database & Business Intelligence category 1.11% 1.54% 2.08%
Number of salaries quoted 207 109 619
10th Percentile £47,500 £47,250 £50,000
25th Percentile £55,000 £56,250 £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 £98,125 £90,000 £85,000
90th Percentile £120,000 £100,000 £106,000
UK median annual salary £75,000 £67,500 £72,500
% change year-on-year +11.11% -6.90% +3.57%

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 31,058 13,126 34,569
As % of all permanent IT jobs advertised in England 27.85% 28.81% 27.30%
Number of salaries quoted 20,248 11,223 29,115
10th Percentile £35,000 £34,000 £31,500
25th Percentile £42,500 £42,500 £38,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% +5.00%
75th Percentile £77,500 £73,750 £71,250
90th Percentile £95,000 £90,000 £87,500
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +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
Salary Trend in England

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

Salary trend for Apache Hive in England

Apache Hive
Salary Histogram in England

Salary distribution for jobs citing Apache Hive in England over the 6 months to 28 October 2021.

Salary histogram for Apache Hive in England

Apache Hive
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Hive within the England region over the 6 months to 28 October 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
London -178 218 £82,500 +13.79% 41
South East -151 37 £61,900 +3.17% 12
East of England -73 32 £85,000 +7.94% 3
Midlands -109 29 £53,000 +4.95% 26
East Midlands -64 22 £51,000 +0.99% 7
West Midlands -92 7 £55,000 +10.00% 19
North of England -137 6 £56,914 +3.48% 5
South West -96 3 - - 2
Yorkshire -97 3 £50,000 -25.93% 2
North East - 2 £56,914 - 1
North West -104 1 £72,500 +45.00% 2
Apache Hive
UK

For the 6 months to 28 October 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 across the England region with a requirement for Apache Hive.

1 272 (78.61%) Hadoop
2 250 (72.25%) Apache Spark
3 247 (71.39%) Python
4 239 (69.08%) Big Data
5 227 (65.61%) SQL
6 198 (57.23%) Analytics
7 143 (41.33%) Social Skills
8 128 (36.99%) Agile Software Development
9 127 (36.71%) Java
10 124 (35.84%) ETL
11 122 (35.26%) AWS
12 111 (32.08%) Kafka
13 110 (31.79%) Data Warehouse
14 100 (28.90%) Data Modelling
15 96 (27.75%) Azure
16 93 (26.88%) Software Engineering
17 90 (26.01%) HBase
18 89 (25.72%) Data Science
19 80 (23.12%) Amazon Redshift
19 80 (23.12%) Computer Science
20 76 (21.97%) Data Pipeline
21 74 (21.39%) GCP
22 73 (21.10%) Degree
23 72 (20.81%) Visualisation
24 71 (20.52%) Data Analytics
25 69 (19.94%) Stakeholder Management
26 68 (19.65%) Machine Learning
26 68 (19.65%) Impala
27 67 (19.36%) Finance
28 63 (18.21%) R

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
1 250 (72.25%) Apache Spark
2 52 (15.03%) Apache
3 48 (13.87%) Apache Airflow
4 29 (8.38%) SAS
5 26 (7.51%) Apache Pig
6 12 (3.47%) Elasticsearch
7 7 (2.02%) Apache Solr
7 7 (2.02%) Cloud Foundry
7 7 (2.02%) GemFire
8 5 (1.45%) Jupyter
9 4 (1.16%) CMS
10 3 (0.87%) Confluence
10 3 (0.87%) Mule
10 3 (0.87%) SharePoint
11 2 (0.58%) Luigi
Applications
1 6 (1.73%) Microsoft Excel
2 2 (0.58%) Spreadsheet
3 1 (0.29%) Weka
Business Applications
1 2 (0.58%) SAP S/4HANA
Cloud Services
1 122 (35.26%) AWS
2 96 (27.75%) Azure
3 74 (21.39%) GCP
4 30 (8.67%) Power Platform
5 22 (6.36%) Azure Synapse Analytics
6 18 (5.20%) Amazon EMR
7 17 (4.91%) IaaS
8 15 (4.34%) PaaS
9 14 (4.05%) Amazon S3
10 13 (3.76%) Amazon Kinesis
10 13 (3.76%) Azure Data Factory
11 12 (3.47%) Azure Cosmos DB
11 12 (3.47%) SaaS
12 11 (3.18%) AWS Step Functions
12 11 (3.18%) GitHub
12 11 (3.18%) Matillion
12 11 (3.18%) Serverless
13 8 (2.31%) Azure Functions
13 8 (2.31%) Snowflake
14 5 (1.45%) Amazon SageMaker
Communications & Networking
1 25 (7.23%) Wireless
2 15 (4.34%) Internet
3 9 (2.60%) SMS
4 4 (1.16%) Sourcefire
5 1 (0.29%) Broadband
5 1 (0.29%) DNS
5 1 (0.29%) HTTP
Database & Business Intelligence
1 272 (78.61%) Hadoop
2 239 (69.08%) Big Data
3 110 (31.79%) Data Warehouse
4 90 (26.01%) HBase
5 80 (23.12%) Amazon Redshift
6 68 (19.65%) Impala
7 60 (17.34%) Data Lake
8 58 (16.76%) NoSQL
9 49 (14.16%) MySQL
10 42 (12.14%) Relational Database
11 38 (10.98%) Tableau
12 35 (10.12%) PostgreSQL
13 32 (9.25%) Pentaho
14 30 (8.67%) Power BI
14 30 (8.67%) Presto
15 28 (8.09%) Apache Cassandra
15 28 (8.09%) Data Mining
16 25 (7.23%) SQL Server
17 22 (6.36%) BigQuery
17 22 (6.36%) MongoDB
Development Applications
1 51 (14.74%) Git (software)
2 37 (10.69%) Jenkins
3 16 (4.62%) Eclipse
3 16 (4.62%) IntelliJ
4 15 (4.34%) Sonatype Nexus
5 9 (2.60%) IBM UrbanCode
5 9 (2.60%) Maven
5 9 (2.60%) Postman
5 9 (2.60%) SoapUI
6 8 (2.31%) GitLab
7 7 (2.02%) Appium
7 7 (2.02%) Bitbucket
7 7 (2.02%) Cucumber
7 7 (2.02%) Cypress.io
7 7 (2.02%) Gradle
7 7 (2.02%) JUnit
7 7 (2.02%) Protractor
7 7 (2.02%) SonarQube
7 7 (2.02%) Storybook
8 6 (1.73%) JIRA
General
1 143 (41.33%) Social Skills
2 67 (19.36%) Finance
3 45 (13.01%) Analytical Skills
4 43 (12.43%) Banking
5 21 (6.07%) Law
5 21 (6.07%) Presentation Skills
6 19 (5.49%) Inclusion and Diversity
7 16 (4.62%) Public Sector
8 15 (4.34%) Retail
9 12 (3.47%) Telecoms
10 11 (3.18%) Marketing
11 10 (2.89%) Investment Banking
11 10 (2.89%) Pharmaceutical
12 8 (2.31%) Games
12 8 (2.31%) Retail Banking
13 6 (1.73%) Publishing
14 5 (1.45%) Documentation Skills
14 5 (1.45%) Manufacturing
15 4 (1.16%) Legal
16 3 (0.87%) Front Office
Job Titles
1 114 (32.95%) Data Engineer
2 50 (14.45%) Architect
3 41 (11.85%) Data Architect
4 38 (10.98%) Developer
5 33 (9.54%) Big Data Engineer
6 30 (8.67%) Data Manager
6 30 (8.67%) Data Scientist
7 25 (7.23%) Senior Data Engineer
8 21 (6.07%) Big Data Architect
9 18 (5.20%) Analyst
9 18 (5.20%) Python Engineer
9 18 (5.20%) Software Engineer
10 15 (4.34%) Data Analyst
11 14 (4.05%) Cloud Architect
12 13 (3.76%) Java Engineer
13 12 (3.47%) Cloud Engineer
13 12 (3.47%) Hadoop Engineer
13 12 (3.47%) Informatica Engineer
14 11 (3.18%) Cloud Solutions Architect
14 11 (3.18%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 111 (32.08%) Kafka
2 31 (8.96%) PySpark
3 24 (6.94%) JSON
4 23 (6.65%) AngularJS
5 22 (6.36%) CSS
5 22 (6.36%) React
6 21 (6.07%) Node.js
7 19 (5.49%) HTML
8 18 (5.20%) RESTful
9 17 (4.91%) Spring
10 16 (4.62%) Spring Boot
11 15 (4.34%) Web Services
12 13 (3.76%) REST
13 12 (3.47%) Bokeh
13 12 (3.47%) SOAP
13 12 (3.47%) Spark Streaming
14 11 (3.18%) HTML5
14 11 (3.18%) NumPy
15 10 (2.89%) Elastic Stack
16 9 (2.60%) TensorFlow
Miscellaneous
1 39 (11.27%) Algorithms
2 28 (8.09%) Virtual Team
3 26 (7.51%) Data Structures
4 22 (6.36%) Management Information System
5 13 (3.76%) Cloud Native
6 11 (3.18%) Linux Command Line
7 10 (2.89%) User Experience
8 9 (2.60%) Life Science
9 8 (2.31%) Self-Motivation
10 7 (2.02%) Media Streaming
10 7 (2.02%) Public Cloud
11 6 (1.73%) Online Banking
12 5 (1.45%) Social Media
13 4 (1.16%) Cyber Defence
13 4 (1.16%) Hybrid Cloud
13 4 (1.16%) Internet of Things
14 3 (0.87%) Foreign Exchange (FX)
14 3 (0.87%) Reference Data
14 3 (0.87%) Social Network
15 2 (0.58%) Digital Media
Operating Systems
1 47 (13.58%) Unix
2 28 (8.09%) Linux
3 5 (1.45%) Windows
4 4 (1.16%) DC/OS
Processes & Methodologies
1 198 (57.23%) Analytics
2 128 (36.99%) Agile Software Development
3 124 (35.84%) ETL
4 100 (28.90%) Data Modelling
5 93 (26.88%) Software Engineering
6 89 (25.72%) Data Science
7 80 (23.12%) Computer Science
8 76 (21.97%) Data Pipeline
9 72 (20.81%) Visualisation
10 71 (20.52%) Data Analytics
11 69 (19.94%) Stakeholder Management
12 68 (19.65%) Machine Learning
13 62 (17.92%) Data Management
14 61 (17.63%) Business Intelligence
15 58 (16.76%) Decision-Making
16 56 (16.18%) DevOps
17 51 (14.74%) Data Analysis
18 50 (14.45%) Data Engineering
18 50 (14.45%) Data Ingestion
19 46 (13.29%) Scrum
Programming Languages
1 247 (71.39%) Python
2 227 (65.61%) SQL
3 127 (36.71%) Java
4 63 (18.21%) R
5 61 (17.63%) Scala
6 36 (10.40%) JavaScript
7 30 (8.67%) PL/SQL
8 20 (5.78%) HiveQL
8 20 (5.78%) Shell Script
9 19 (5.49%) C#
10 13 (3.76%) Groovy
11 8 (2.31%) Bash Shell
11 8 (2.31%) PHP
11 8 (2.31%) TypeScript
12 7 (2.02%) Clojure
12 7 (2.02%) Haskell
12 7 (2.02%) Perl
13 6 (1.73%) C++
13 6 (1.73%) Kotlin
14 5 (1.45%) Cypher
Qualifications
1 73 (21.10%) Degree
2 30 (8.67%) Computer Science Degree
3 22 (6.36%) Master's Degree
4 12 (3.47%) SC Cleared
4 12 (3.47%) Security Cleared
5 3 (0.87%) PhD
5 3 (0.87%) TOGAF Certification
6 1 (0.29%) BPSS Clearance
Quality Assurance & Compliance
1 26 (7.51%) Data Quality
2 10 (2.89%) QA
3 5 (1.45%) Actionable Recommendations
4 2 (0.58%) GDPR
4 2 (0.58%) MiFID
5 1 (0.29%) COBIT
5 1 (0.29%) ISO/IEC 27001
5 1 (0.29%) NIST
5 1 (0.29%) SLA
System Software
1 58 (16.76%) HDFS
2 36 (10.40%) Docker
3 14 (4.05%) Apache ZooKeeper
4 7 (2.02%) VMware Infrastructure
5 6 (1.73%) Apache Flume
6 1 (0.29%) Hyper-V
6 1 (0.29%) Virtual Machines
Systems Management
1 34 (9.83%) Kubernetes
2 26 (7.51%) Ansible
3 22 (6.36%) Hadoop YARN
4 21 (6.07%) Oozie
5 8 (2.31%) Control-M
6 7 (2.02%) Terraform
7 4 (1.16%) Apache Brooklyn
7 4 (1.16%) Marathon
7 4 (1.16%) Mesos
8 3 (0.87%) Ambari
8 3 (0.87%) Kibana
8 3 (0.87%) logstash
9 1 (0.29%) Opscode Chef
Vendors
1 58 (16.76%) Oracle
2 44 (12.72%) Databricks
3 34 (9.83%) Talend
4 32 (9.25%) Informatica
5 24 (6.94%) Cloudera
5 24 (6.94%) Microsoft
6 18 (5.20%) Hortonworks
6 18 (5.20%) Splunk
6 18 (5.20%) StreamSets
7 16 (4.62%) Google
8 11 (3.18%) Teradata
9 8 (2.31%) Facebook
9 8 (2.31%) VMware
10 7 (2.02%) Okta
11 6 (1.73%) MicroStrategy
12 5 (1.45%) Alibaba
13 4 (1.16%) Ab Initio
13 4 (1.16%) Cisco
13 4 (1.16%) IBM
13 4 (1.16%) MapR