Period
to 5 July 2020

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 5 July 2020 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
5 Jul 2020
Same period 2019 Same period 2018
Rank 571 484 516
Rank change year-on-year -87 +32 +64
Permanent jobs citing Apache Hive 281 864 980
As % of all permanent jobs advertised in the UK 0.36% 0.59% 0.55%
As % of the Database & Business Intelligence category 1.32% 2.12% 1.80%
Number of salaries quoted 182 690 720
Median annual salary £70,000 £72,500 £70,000
Median salary % change year-on-year -3.45% +3.57% +7.69%
10th Percentile £47,500 £49,337 £40,000
90th Percentile £94,750 £110,000 £98,750
UK excluding London median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% -

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 21,247 40,780 54,380
As % of all permanent IT jobs advertised in the UK 26.95% 27.68% 30.55%
Number of salaries quoted 17,311 33,413 44,536
Median annual salary £55,000 £52,000 £50,000
Median salary % change year-on-year +5.77% +4.00% +5.26%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £90,000 £85,000 £81,250
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 5 July 2020.

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 5 July 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -63 273 £70,000 -3.45% 24
London -97 180 £72,500 -9.38% 14
UK excluding London +66 97 £62,500 +8.70% 13
South East +152 27 £65,000 -1.89% 1
Midlands +98 24 £65,000 +13.04% 9
East of England +77 16 £75,500 +16.15%
East Midlands +45 13 £75,000 +30.43% 6
South West +40 13 £50,000 -9.09%
West Midlands +97 11 £52,500 - 3
North of England +84 11 £55,000 +1.85%
Work from Home +62 9 £75,000 +36.36% 2
North West +87 5 £47,500 -12.84%
Yorkshire +86 5 £57,500 +5.50%
Scotland +74 5 £55,000 -8.33% 3
Wales +23 1 £60,000 +172.73%
North East +19 1 £57,500 +16.55%

For the 6 months to 5 July 2020, 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.

1 252 (89.68%) Hadoop
2 225 (80.07%) Big Data
3 207 (73.67%) Apache Spark
4 200 (71.17%) Python
5 153 (54.45%) SQL
6 151 (53.74%) Analytics
7 149 (53.02%) AWS
8 136 (48.40%) Java
9 129 (45.91%) Agile Software Development
10 111 (39.50%) Scala
11 108 (38.43%) Azure
12 94 (33.45%) Kafka
13 91 (32.38%) ETL
14 90 (32.03%) Data Science
15 87 (30.96%) HBase
16 85 (30.25%) NoSQL
17 83 (29.54%) Impala
18 73 (25.98%) DevOps
19 71 (25.27%) Machine Learning
20 66 (23.49%) HDFS
20 66 (23.49%) Data Modelling
21 64 (22.78%) Finance
22 63 (22.42%) Data Analytics
23 62 (22.06%) Scrum
24 61 (21.71%) Git (software)
24 61 (21.71%) Data Warehouse
25 56 (19.93%) GCP
26 55 (19.57%) Data Engineering
27 53 (18.86%) R
28 50 (17.79%) Apache Cassandra

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
1 207 (73.67%) Apache Spark
2 38 (13.52%) Apache
3 22 (7.83%) SAS
4 19 (6.76%) Apache Pig
5 17 (6.05%) Apache Airflow
6 7 (2.49%) Jupyter
7 4 (1.42%) Cloud Foundry
7 4 (1.42%) Elasticsearch
7 4 (1.42%) Luigi
8 3 (1.07%) Tomcat
9 2 (0.71%) Confluence
9 2 (0.71%) IBM Domino
10 1 (0.36%) Apache Solr
Applications
1 4 (1.42%) Microsoft Excel
1 4 (1.42%) SPSS
2 3 (1.07%) Gephi
Business Applications
1 2 (0.71%) SAP ERP
1 2 (0.71%) SAP InfiniteInsight
Cloud Services
1 149 (53.02%) AWS
2 108 (38.43%) Azure
3 56 (19.93%) GCP
4 32 (11.39%) Amazon EMR
5 21 (7.47%) Power Platform
6 20 (7.12%) Azure Data Factory
7 13 (4.63%) Amazon S3
8 10 (3.56%) Amazon Kinesis
9 7 (2.49%) Amazon SQS
9 7 (2.49%) Cloud Computing
10 6 (2.14%) Cortana Intelligence Suite
10 6 (2.14%) SaaS
11 4 (1.42%) Amazon EC2
12 3 (1.07%) Adobe Analytics
12 3 (1.07%) AdWords
12 3 (1.07%) AWS Step Functions
12 3 (1.07%) Google Analytics
12 3 (1.07%) IaaS
12 3 (1.07%) PaaS
13 2 (0.71%) Amazon SageMaker
Communications & Networking
1 10 (3.56%) SSL
2 5 (1.78%) DNS
2 5 (1.78%) HTTP
3 3 (1.07%) Intrusion Detection
3 3 (1.07%) TCP/IP
4 2 (0.71%) Ethernet
4 2 (0.71%) Firewall
4 2 (0.71%) MPLS
4 2 (0.71%) VPN
5 1 (0.36%) Kerberos
Database & Business Intelligence
1 252 (89.68%) Hadoop
2 225 (80.07%) Big Data
3 87 (30.96%) HBase
4 85 (30.25%) NoSQL
5 83 (29.54%) Impala
6 61 (21.71%) Data Warehouse
7 50 (17.79%) Apache Cassandra
8 41 (14.59%) Data Lake
9 33 (11.74%) MongoDB
10 32 (11.39%) Sqoop
11 30 (10.68%) Amazon Redshift
11 30 (10.68%) Relational Database
12 22 (7.83%) MySQL
13 21 (7.47%) Data Mining
13 21 (7.47%) Power BI
14 20 (7.12%) Apache Kudu
14 20 (7.12%) RDBMS
15 19 (6.76%) SQL Server
16 18 (6.41%) Snowflake Schema
17 16 (5.69%) SQL Server Integration Services
Development Applications
1 61 (21.71%) Git (software)
2 36 (12.81%) Jenkins
3 13 (4.63%) JUnit
4 10 (3.56%) Cucumber
4 10 (3.56%) Maven
4 10 (3.56%) Sonatype Nexus
5 9 (3.20%) TeamCity
6 8 (2.85%) JIRA
7 6 (2.14%) IBM UrbanCode
8 5 (1.78%) Ant
8 5 (1.78%) Artifactory
8 5 (1.78%) GitLab
9 4 (1.42%) Team Foundation Server
9 4 (1.42%) Visual Studio Team System
10 3 (1.07%) Bitbucket
10 3 (1.07%) CircleCI
10 3 (1.07%) GoCD
10 3 (1.07%) Octopus Deploy
11 2 (0.71%) Bitbucket Server
11 2 (0.71%) MLflow
General
1 64 (22.78%) Finance
2 23 (8.19%) Banking
3 19 (6.76%) Retail
4 17 (6.05%) Marketing
5 6 (2.14%) Front Office
6 5 (1.78%) Manufacturing
6 5 (1.78%) Public Sector
7 3 (1.07%) Pharmaceutical
8 2 (0.71%) Advertising
8 2 (0.71%) Investment Banking
8 2 (0.71%) Legal
8 2 (0.71%) Telecoms
9 1 (0.36%) Automotive
9 1 (0.36%) Games
9 1 (0.36%) Local Government
9 1 (0.36%) Publishing
9 1 (0.36%) Retail Banking
Job Titles
1 120 (42.70%) Data Engineer
2 54 (19.22%) Developer
3 35 (12.46%) Big Data Engineer
4 34 (12.10%) Architect
5 33 (11.74%) Data Architect
6 31 (11.03%) Data Scientist
7 23 (8.19%) Java Developer
8 21 (7.47%) Senior Data Engineer
9 17 (6.05%) Senior Data Scientist
10 16 (5.69%) Big Data Architect
10 16 (5.69%) Big Data Developer
10 16 (5.69%) Python Engineer
11 15 (5.34%) AWS Engineer
11 15 (5.34%) Senior Developer
12 11 (3.91%) Analytics Developer
13 10 (3.56%) Hadoop Engineer
14 9 (3.20%) Big Data Solutions Architect
14 9 (3.20%) Solutions Architect
15 8 (2.85%) Lead Developer
15 8 (2.85%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 94 (33.45%) Kafka
2 19 (6.76%) Web Services
3 17 (6.05%) PySpark
4 15 (5.34%) Node.js
5 13 (4.63%) AngularJS
5 13 (4.63%) HTML
6 12 (4.27%) scikit-learn
7 11 (3.91%) J2EE
7 11 (3.91%) Keras
7 11 (3.91%) TensorFlow
8 10 (3.56%) Apache NiFi
8 10 (3.56%) RESTful
9 9 (3.20%) Spark Streaming
10 7 (2.49%) CSS
10 7 (2.49%) HTML5
10 7 (2.49%) Natural Language Processing
10 7 (2.49%) React
11 6 (2.14%) Pandas
12 5 (1.78%) Elastic Stack
12 5 (1.78%) GraphQL
Miscellaneous
1 48 (17.08%) Analytical Skills
2 36 (12.81%) Algorithms
3 14 (4.98%) Virtual Team
4 13 (4.63%) Enterprise Software
4 13 (4.63%) Management Information System
5 8 (2.85%) Public Cloud
6 7 (2.49%) Credit Risk
6 7 (2.49%) Data Structures
6 7 (2.49%) Greenfield Project
7 6 (2.14%) Cloud Native
7 6 (2.14%) Fixed Income
8 4 (1.42%) Derivative
8 4 (1.42%) Foreign Exchange (FX)
8 4 (1.42%) PMI
8 4 (1.42%) Self-Motivation
8 4 (1.42%) Social Network
9 3 (1.07%) Mobile App
9 3 (1.07%) PKI
10 2 (0.71%) Digital Media
10 2 (0.71%) Social Media
Operating Systems
1 38 (13.52%) Unix
2 28 (9.96%) Linux
3 4 (1.42%) Android
3 4 (1.42%) Apple iOS
4 3 (1.07%) Windows
5 2 (0.71%) Red Hat Enterprise Linux
Processes & Methodologies
1 151 (53.74%) Analytics
2 129 (45.91%) Agile Software Development
3 91 (32.38%) ETL
4 90 (32.03%) Data Science
5 73 (25.98%) DevOps
6 71 (25.27%) Machine Learning
7 66 (23.49%) Data Modelling
8 63 (22.42%) Data Analytics
9 62 (22.06%) Scrum
10 55 (19.57%) Data Engineering
11 50 (17.79%) Software Engineering
12 47 (16.73%) Business Intelligence
13 45 (16.01%) MapReduce
14 43 (15.30%) Mentoring
15 33 (11.74%) Computer Science
16 32 (11.39%) Project Delivery
17 30 (10.68%) Visualisation
18 28 (9.96%) Stakeholder Management
19 27 (9.61%) Artificial Intelligence
19 27 (9.61%) Creative Thinking
Programming Languages
1 200 (71.17%) Python
2 153 (54.45%) SQL
3 136 (48.40%) Java
4 111 (39.50%) Scala
5 53 (18.86%) R
6 39 (13.88%) JavaScript
7 35 (12.46%) Shell Script
8 19 (6.76%) PL/SQL
9 16 (5.69%) HiveQL
10 15 (5.34%) C#
11 11 (3.91%) C
11 11 (3.91%) C++
12 10 (3.56%) Kotlin
12 10 (3.56%) PHP
13 8 (2.85%) Bash Shell
14 7 (2.49%) ES6
14 7 (2.49%) TypeScript
15 5 (1.78%) Go
15 5 (1.78%) Perl
15 5 (1.78%) T-SQL
Qualifications
1 41 (14.59%) Degree
2 20 (7.12%) Computer Science Degree
3 11 (3.91%) PhD
4 8 (2.85%) BPSS Clearance
5 7 (2.49%) AWS Certification
6 4 (1.42%) DV Cleared
6 4 (1.42%) MBA
6 4 (1.42%) PMI Certification
6 4 (1.42%) Security Cleared
7 2 (0.71%) CCNA
7 2 (0.71%) CEH
7 2 (0.71%) Cisco Certification
7 2 (0.71%) CISSP
7 2 (0.71%) GIAC
7 2 (0.71%) ISTQB
7 2 (0.71%) Linux+ Certification
7 2 (0.71%) MCSE
7 2 (0.71%) Microsoft Certification
7 2 (0.71%) Network+ Certification
7 2 (0.71%) SSCP
Quality Assurance & Compliance
1 20 (7.12%) Data Quality
2 6 (2.14%) QA
3 4 (1.42%) GDPR
4 1 (0.36%) Actionable Recommendations
4 1 (0.36%) Sarbanes-Oxley
4 1 (0.36%) SLA
System Software
1 66 (23.49%) HDFS
2 31 (11.03%) Docker
3 26 (9.25%) Apache Flume
4 13 (4.63%) Apache ZooKeeper
5 1 (0.36%) Virtual Machines
Systems Management
1 29 (10.32%) Kubernetes
2 27 (9.61%) Hadoop YARN
2 27 (9.61%) Oozie
3 13 (4.63%) Terraform
4 7 (2.49%) Ansible
5 5 (1.78%) Opscode Chef
6 4 (1.42%) Ambari
7 3 (1.07%) Mesos
7 3 (1.07%) Puppet
8 2 (0.71%) Fluentd
8 2 (0.71%) Graphite
8 2 (0.71%) Kibana
8 2 (0.71%) Nagios
8 2 (0.71%) Opsview
Vendors
1 42 (14.95%) Google
2 40 (14.23%) Cloudera
3 37 (13.17%) Oracle
4 33 (11.74%) Tableau
5 30 (10.68%) Talend
6 28 (9.96%) Informatica
7 22 (7.83%) Microsoft
8 21 (7.47%) Databricks
9 19 (6.76%) Splunk
10 16 (5.69%) Hortonworks
11 15 (5.34%) Teradata
12 8 (2.85%) MapR
13 6 (2.14%) MicroStrategy
14 5 (1.78%) Alteryx
14 5 (1.78%) Netezza
15 3 (1.07%) Coremetrics
15 3 (1.07%) Facebook
15 3 (1.07%) SAP
15 3 (1.07%) Sybase
15 3 (1.07%) Vertica