Period
to 20 August 2018

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 20 August 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 496 589 587
Rank change year-on-year +93 -2 +60
Permanent jobs citing Apache Hive 965 742 883
As % of all permanent IT jobs advertised in the UK 0.57% 0.42% 0.45%
As % of the Database & Business Intelligence category 1.90% 1.38% 1.49%
Number of salaries quoted 671 550 675
UK median annual salary £70,000 £65,000 £65,000
Median salary % change year-on-year +7.69% - +2.77%
10th Percentile £39,750 £41,250 £40,000
90th Percentile £97,500 £102,500 £100,000
UK excluding London median annual salary £56,250 £55,000 £55,000
% change year-on-year +2.27% - +10.00%

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 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 50,744 53,935 59,226
As % of all permanent IT jobs advertised in the UK 30.03% 30.66% 30.04%
Number of salaries quoted 41,324 44,884 50,573
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £82,500 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

Apache Hive
Job Vacancy Trend

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

Job vacancy trend for Apache Hive in the UK

Apache Hive
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Hive.

Salary trend for Apache Hive in the UK

Apache Hive
Salary Histogram

The salary distribution of IT jobs citing Apache Hive over the 6 months to 20 August 2018.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 15 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 20 August 2018. 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 +110 929 £70,000 +7.69% 85
London +121 617 £75,000 +7.14% 49
UK excluding London +73 338 £56,250 +2.27% 45
South East +21 136 £65,000 +4.00% 13
North of England +22 72 £50,000 -9.09% 10
South West +24 49 £47,500 -5.00% 3
East of England +28 46 £66,000 +55.29% 5
North West -1 38 £50,000 -9.09% 4
Yorkshire +50 31 £50,000 +17.65% 5
Scotland -10 21 £53,750 -25.86% 7
Midlands +35 10 £53,250 -11.25% 4
West Midlands +22 5 £51,250 -14.58% 4
Wales -1 5 £40,000 +14.29% 3
East Midlands -1 5 £69,500 +79.35%
North East -16 3 £67,500 - 1

For the 6 months to 20 August 2018, 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.

1 865 (89.64%) Hadoop
2 808 (83.73%) Big Data
3 708 (73.37%) Apache Spark
4 606 (62.80%) Python
5 497 (51.50%) Java
6 402 (41.66%) SQL
7 383 (39.69%) Analytics
8 361 (37.41%) Agile Software Development
9 346 (35.85%) Kafka
10 329 (34.09%) Scala
11 317 (32.85%) HDFS
12 305 (31.61%) HBase
12 305 (31.61%) Data Science
13 293 (30.36%) Amazon AWS
14 292 (30.26%) ETL
15 286 (29.64%) Impala
16 252 (26.11%) Linux
17 249 (25.80%) Machine Learning
18 244 (25.28%) Apache Pig
19 216 (22.38%) MapReduce
20 210 (21.76%) Cloudera
21 207 (21.45%) NoSQL
22 196 (20.31%) Data Warehouse
23 182 (18.86%) Apache Cassandra
23 182 (18.86%) R
24 176 (18.24%) Apache Flume
25 172 (17.82%) Scrum
26 170 (17.62%) Oozie
27 165 (17.10%) Hortonworks
28 160 (16.58%) Visualisation

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
1 708 (73.37%) Apache Spark
2 244 (25.28%) Apache Pig
3 116 (12.02%) Elasticsearch
4 106 (10.98%) Apache
5 68 (7.05%) Apache Solr
6 34 (3.52%) SAS
7 15 (1.55%) Tomcat
8 9 (0.93%) SharePoint
9 7 (0.73%) Oracle Workflow
10 6 (0.62%) OpenStack
10 6 (0.62%) WildFly
11 4 (0.41%) Confluence
11 4 (0.41%) WebSphere
12 3 (0.31%) JBoss
13 2 (0.21%) Apache Geronimo
13 2 (0.21%) GlassFish
13 2 (0.21%) nginx
14 1 (0.10%) GemFire
14 1 (0.10%) Jetty
14 1 (0.10%) Jupyter
Applications
1 15 (1.55%) Microsoft Excel
2 13 (1.35%) MS Visio
3 11 (1.14%) GNU Octave
4 9 (0.93%) SPSS
5 4 (0.41%) Chatbot
6 3 (0.31%) Microsoft Office
7 2 (0.21%) CPLEX
7 2 (0.21%) Mathematica
7 2 (0.21%) Microsoft PowerPoint
7 2 (0.21%) Weka
8 1 (0.10%) SPSS Modeler
Business Applications
1 10 (1.04%) Dynamics AX
1 10 (1.04%) Dynamics CRM
1 10 (1.04%) Dynamics NAV
2 4 (0.41%) SAP ERP
2 4 (0.41%) SAP InfiniteInsight
3 2 (0.21%) NetSuite
Cloud Services
1 293 (30.36%) Amazon AWS
2 133 (13.78%) Microsoft Azure
3 72 (7.46%) Amazon EMR
4 46 (4.77%) Google Cloud Platform
5 42 (4.35%) AWS Lambda
5 42 (4.35%) Serverless
6 40 (4.15%) Amazon Kinesis
7 35 (3.63%) Amazon S3
8 31 (3.21%) Amazon EC2
9 26 (2.69%) GitHub
10 13 (1.35%) Google Analytics
11 12 (1.24%) Cloud Computing
12 10 (1.04%) PaaS
13 9 (0.93%) Amazon ELB
13 9 (0.93%) SaaS
14 7 (0.73%) AWS CloudFormation
14 7 (0.73%) Azure Machine Learning
15 6 (0.62%) Amazon ElastiCache
15 6 (0.62%) Cortana Intelligence Suite
16 5 (0.52%) Virtual Private Cloud
Communications & Networking
1 51 (5.28%) Firewall
2 47 (4.87%) TCP/IP
3 45 (4.66%) SSL
4 41 (4.25%) HTTP
5 29 (3.01%) Kerberos
6 5 (0.52%) Internet
7 3 (0.31%) DNS
7 3 (0.31%) Network Security
7 3 (0.31%) VPN
8 2 (0.21%) SSH
8 2 (0.21%) VLAN
9 1 (0.10%) 5G
Database & Business Intelligence
1 865 (89.64%) Hadoop
2 808 (83.73%) Big Data
3 305 (31.61%) HBase
4 286 (29.64%) Impala
5 207 (21.45%) NoSQL
6 196 (20.31%) Data Warehouse
7 182 (18.86%) Apache Cassandra
8 154 (15.96%) Sqoop
9 139 (14.40%) SQL Server
10 128 (13.26%) MongoDB
11 117 (12.12%) Amazon Redshift
12 102 (10.57%) MySQL
13 98 (10.16%) Relational Database
14 87 (9.02%) Data Lake
15 66 (6.84%) QlikView
16 65 (6.74%) PostgreSQL
17 62 (6.42%) SQL Server Integration Services
18 57 (5.91%) Data Mining
19 56 (5.80%) Flink
20 54 (5.60%) Power BI
Development Applications
1 138 (14.30%) Git (software)
2 108 (11.19%) Jenkins
3 67 (6.94%) JIRA
4 50 (5.18%) TeamCity
5 48 (4.97%) Selenium
6 45 (4.66%) Bitbucket
6 45 (4.66%) git-flow
7 44 (4.56%) Atlassian Bamboo
8 40 (4.15%) CodeSonar
8 40 (4.15%) Robot Framework
9 34 (3.52%) JUnit
10 24 (2.49%) Subversion
11 17 (1.76%) Maven
12 14 (1.45%) GitLab
13 12 (1.24%) EasyMock
14 11 (1.14%) RStudio
15 10 (1.04%) CA Release Automation
15 10 (1.04%) Cucumber
16 9 (0.93%) ERwin
16 9 (0.93%) SQL Server Management Studio (SSMS)
General
1 158 (16.37%) Finance
2 72 (7.46%) Marketing
3 64 (6.63%) Banking
4 55 (5.70%) Retail
5 48 (4.97%) Telecoms
6 26 (2.69%) Investment Banking
7 17 (1.76%) Financial Institution
8 16 (1.66%) Front Office
8 16 (1.66%) Pharmaceutical
9 13 (1.35%) Games
10 12 (1.24%) Advertising
11 10 (1.04%) Military
12 7 (0.73%) Manufacturing
13 6 (0.62%) Electronics
14 4 (0.41%) Legal
15 3 (0.31%) Automotive
15 3 (0.31%) Law
16 1 (0.10%) Aerospace
16 1 (0.10%) German Language
16 1 (0.10%) Prime Brokerage
Job Titles
1 327 (33.89%) Data Engineer
2 244 (25.28%) Big Data Engineer
3 179 (18.55%) Developer
4 123 (12.75%) Architect
5 113 (11.71%) Data Scientist
6 103 (10.67%) Data Architect
7 89 (9.22%) Hadoop Engineer
8 85 (8.81%) Software Engineer
9 77 (7.98%) Senior Data Engineer
10 66 (6.84%) Big Data Architect
10 66 (6.84%) Big Data Developer
10 66 (6.84%) Java Developer
11 56 (5.80%) Java Engineer
12 50 (5.18%) Hadoop Developer
12 50 (5.18%) Senior Data Scientist
13 43 (4.46%) Java Software Engineer
14 42 (4.35%) Senior Hadoop Engineer
15 35 (3.63%) C++ Software Engineer
16 30 (3.11%) C# Software Engineer
17 29 (3.01%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 346 (35.85%) Kafka
2 85 (8.81%) .NET
2 85 (8.81%) TensorFlow
3 82 (8.50%) Java EE
4 77 (7.98%) MLlib
5 75 (7.77%) Web Services
6 73 (7.56%) REST
7 71 (7.36%) Node.js
8 59 (6.11%) Pandas
9 57 (5.91%) .NET Framework
10 53 (5.49%) LAMP
10 53 (5.49%) SOAP
10 53 (5.49%) Spring
11 51 (5.28%) Django
12 48 (4.97%) RabbitMQ
13 46 (4.77%) ASP.NET
13 46 (4.77%) PySpark
14 44 (4.56%) Natural Language Processing
15 42 (4.35%) NumPy
15 42 (4.35%) Spring MVC
Miscellaneous
1 132 (13.68%) Computer Science
2 131 (13.58%) Analytical Skills
3 103 (10.67%) Algorithms
4 101 (10.47%) Fintech
5 62 (6.42%) Data Structures
6 45 (4.66%) Greenfield Project
7 44 (4.56%) User Experience
8 21 (2.18%) Cyberthreat
8 21 (2.18%) Virtual Team
9 18 (1.87%) Life Science
10 17 (1.76%) Linux Command Line
11 14 (1.45%) Clustering
11 14 (1.45%) Management Information System
12 13 (1.35%) Enterprise Software
13 12 (1.24%) Public Cloud
14 10 (1.04%) Marketing Technology
14 10 (1.04%) PKI
15 9 (0.93%) Replication
15 9 (0.93%) Self-Motivation
16 8 (0.83%) Taxonomies
Operating Systems
1 252 (26.11%) Linux
2 115 (11.92%) Unix
3 61 (6.32%) Windows
4 43 (4.46%) Android
4 43 (4.46%) Apple iOS
5 40 (4.15%) Mac OS X
6 14 (1.45%) CentOS
7 12 (1.24%) Red Hat Enterprise Linux
8 10 (1.04%) Ubuntu
9 3 (0.31%) Amazon Linux
9 3 (0.31%) VMS
10 2 (0.21%) Windows Server
11 1 (0.10%) Mesosphere
11 1 (0.10%) Windows Server 2008
Processes & Methodologies
1 383 (39.69%) Analytics
2 361 (37.41%) Agile Software Development
3 305 (31.61%) Data Science
4 292 (30.26%) ETL
5 249 (25.80%) Machine Learning
6 216 (22.38%) MapReduce
7 172 (17.82%) Scrum
8 160 (16.58%) Visualisation
9 155 (16.06%) Software Engineering
10 146 (15.13%) Business Intelligence
11 145 (15.03%) DevOps
12 136 (14.09%) Data Modelling
13 126 (13.06%) Data Engineering
14 119 (12.33%) Data Analytics
15 107 (11.09%) Continuous Integration
16 103 (10.67%) Artificial Intelligence
17 92 (9.53%) Test Automation
18 87 (9.02%) Cybersecurity
19 85 (8.81%) Problem-Solving
20 81 (8.39%) Data Visualisation
Programming Languages
1 606 (62.80%) Python
2 497 (51.50%) Java
3 402 (41.66%) SQL
4 329 (34.09%) Scala
5 182 (18.86%) R
6 129 (13.37%) C#
7 126 (13.06%) C++
8 121 (12.54%) JavaScript
9 99 (10.26%) C
10 97 (10.05%) Bash Shell
11 56 (5.80%) Shell Script
12 55 (5.70%) Go
13 50 (5.18%) PHP
14 49 (5.08%) Perl
15 43 (4.46%) MATLAB
16 42 (4.35%) PowerShell
17 40 (4.15%) Objective-C
18 38 (3.94%) T-SQL
19 35 (3.63%) Ruby
20 31 (3.21%) PL/SQL
Qualifications
1 117 (12.12%) Degree
2 87 (9.02%) Security Cleared
3 72 (7.46%) DV Cleared
4 47 (4.87%) PhD
5 44 (4.56%) Microsoft Certification
6 42 (4.35%) CCNA
6 42 (4.35%) Cisco Certification
6 42 (4.35%) CISSP
6 42 (4.35%) GIAC
6 42 (4.35%) Linux+ Certification
6 42 (4.35%) MCSE
6 42 (4.35%) Network+ Certification
6 42 (4.35%) SANS
6 42 (4.35%) SSCP
7 40 (4.15%) CompTIA Security+
8 33 (3.42%) Numerate Degree
9 16 (1.66%) Master's Degree
10 13 (1.35%) Computer Science Degree
11 11 (1.14%) SC Cleared
12 4 (0.41%) ISEB
Quality Assurance & Compliance
1 33 (3.42%) Data Quality
2 17 (1.76%) QA
3 14 (1.45%) GCP
4 6 (0.62%) SLA
5 4 (0.41%) GDPR
6 3 (0.31%) Solvency II
7 1 (0.10%) EMIR
7 1 (0.10%) ISO/IEC 27001
7 1 (0.10%) MiFID
7 1 (0.10%) PMO
System Software
1 317 (32.85%) HDFS
2 176 (18.24%) Apache Flume
3 109 (11.30%) Docker
4 40 (4.15%) vSphere
5 31 (3.21%) Apache ZooKeeper
6 21 (2.18%) Virtual Machines
7 17 (1.76%) Active Directory
8 12 (1.24%) Hyper-V
9 11 (1.14%) VMware Infrastructure
10 3 (0.31%) Oracle RAC
11 1 (0.10%) Cronacle
Systems Management
1 170 (17.62%) Oozie
2 128 (13.26%) Hadoop YARN
3 83 (8.60%) Puppet
4 42 (4.35%) Salt
5 37 (3.83%) Kibana
6 35 (3.63%) Kubernetes
7 26 (2.69%) Ansible
8 25 (2.59%) Mesos
9 23 (2.38%) Prometheus
10 22 (2.28%) Ambari
11 21 (2.18%) Terraform
12 19 (1.97%) Opscode Chef
13 17 (1.76%) Grafana
14 15 (1.55%) logstash
15 6 (0.62%) Xymon
15 6 (0.62%) ZABBIX
16 4 (0.41%) Sysdig
17 3 (0.31%) Data Guard
17 3 (0.31%) Oracle RMAN
18 2 (0.21%) ITRS Geneos
Vendors
1 210 (21.76%) Cloudera
2 165 (17.10%) Hortonworks
3 134 (13.89%) Tableau
4 119 (12.33%) Oracle
5 113 (11.71%) Microsoft
6 76 (7.88%) Google
7 65 (6.74%) WorldPay
8 62 (6.42%) Talend
9 54 (5.60%) MapR
10 52 (5.39%) Informatica
11 32 (3.32%) SAP
12 29 (3.01%) Atlassian
12 29 (3.01%) IBM
13 20 (2.07%) Alteryx
13 20 (2.07%) Vertica
14 18 (1.87%) Sybase
15 17 (1.76%) Cognos
15 17 (1.76%) Salesforce.com
16 16 (1.66%) Databricks
16 16 (1.66%) Netezza