Period
to 19 April 2018

The following table provides summary statistics for contract job vacancies advertised in London 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 19 April 2018 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
England > London
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 265 222 271
Rank change year-on-year -43 +49 +106
Contract jobs citing Apache Hive 445 487 381
As % of all contract IT jobs advertised in London 0.96% 1.20% 0.86%
As % of the Database & Business Intelligence category 3.93% 4.88% 3.57%
Number of daily rates quoted 337 340 277
London median daily rate £575 £550 £550
Median daily rate % change year-on-year +4.55% - -
10th Percentile £425 £406 £388
90th Percentile £715 £688 £688
England median daily rate £550 £525 £550
% change year-on-year +4.76% -4.55% +4.76%
Number of hourly rates quoted 1 3 0
London median hourly rate £82.50 £29.82 -
Median hourly rate % change year-on-year +176.71% - -
England median hourly rate £65.00 £29.82 -
% change year-on-year +118.01% - -

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 11,318 9,979 10,679
As % of all contract IT jobs advertised in London 24.52% 24.69% 24.09%
Number of daily rates quoted 8,553 7,193 7,715
London median daily rate £513 £485 £475
Median daily rate % change year-on-year +5.67% +2.11% +7.95%
10th Percentile £356 £325 £313
90th Percentile £663 £650 £638
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 85 40 70
London median hourly rate £28.50 £34.50 £26.00
Median hourly rate % change year-on-year -17.39% +32.69% -13.33%
10th Percentile £19.05 £16.53 £16.71
90th Percentile £44.92 £47.63 £99.10
England median hourly rate £32.50 £27.50 £26.00
% change year-on-year +18.18% +5.77% -13.33%

Apache Hive
Job Vacancy Trend in London

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

Job vacancy trend for Apache Hive in London

Apache Hive
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Hive in London.

Contractor daily rate trend for Apache Hive in London

Apache Hive
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Apache Hive in London over the 6 months to 19 April 2018.

Contractor daily rate histogram for Apache Hive in London

Apache Hive
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Apache Hive in London.

Contractor hourly rate trend for Apache Hive in London

Apache Hive
Contract Job Locations in London

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 London region over the 6 months to 19 April 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -12 117 £575 +15.00% 14
East London +4 12 £581 +1.09% 2
West London -43 2 £550 +10.00% 5
South London -51 2 £606 +15.48%
Apache Hive
England

For the 6 months to 19 April 2018, 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 London region with a requirement for Apache Hive.

1 404 (90.79%) Hadoop
2 368 (82.70%) Apache Spark
3 360 (80.90%) Big Data
4 237 (53.26%) Python
5 226 (50.79%) Kafka
6 224 (50.34%) SQL
7 170 (38.20%) Analytics
8 165 (37.08%) Scala
9 164 (36.85%) Java
10 158 (35.51%) HBase
11 155 (34.83%) Finance
12 147 (33.03%) ETL
13 146 (32.81%) Data Science
14 142 (31.91%) Oozie
15 141 (31.69%) Amazon AWS
16 130 (29.21%) HDFS
16 130 (29.21%) Data Warehouse
17 125 (28.09%) Machine Learning
18 123 (27.64%) Agile Software Development
19 113 (25.39%) Apache Flume
20 110 (24.72%) NoSQL
21 107 (24.04%) Cloudera
21 107 (24.04%) Apache Pig
21 107 (24.04%) Apache
21 107 (24.04%) Linux
22 96 (21.57%) Data Modelling
22 96 (21.57%) MongoDB
23 90 (20.22%) Apache Cassandra
24 89 (20.00%) Impala
25 86 (19.33%) DevOps

Apache Hive
Co-occurring IT Skills in London 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
1 368 (82.70%) Apache Spark
2 107 (24.04%) Apache
2 107 (24.04%) Apache Pig
3 43 (9.66%) Apache Solr
4 39 (8.76%) Elasticsearch
5 20 (4.49%) Jupyter
6 19 (4.27%) SAS
7 15 (3.37%) nginx
8 14 (3.15%) Tomcat
9 6 (1.35%) Apache Airflow
10 3 (0.67%) Confluence
10 3 (0.67%) SharePoint
11 2 (0.45%) IPython
11 2 (0.45%) Oracle SOA Suite
12 1 (0.22%) Luigi
Applications
1 3 (0.67%) SPSS
2 1 (0.22%) Gephi
2 1 (0.22%) Microsoft Excel
2 1 (0.22%) Shockwave
Business Applications
1 1 (0.22%) Markit EDM
1 1 (0.22%) PolarLake
1 1 (0.22%) Summit
Cloud Services
1 141 (31.69%) Amazon AWS
2 46 (10.34%) Microsoft Azure
3 39 (8.76%) Amazon S3
4 33 (7.42%) Amazon EMR
5 26 (5.84%) Google Cloud Platform
6 20 (4.49%) Amazon Kinesis
7 19 (4.27%) AWS Lambda
7 19 (4.27%) Serverless
8 15 (3.37%) Amazon EC2
9 10 (2.25%) Google Analytics
9 10 (2.25%) PaaS
10 6 (1.35%) GitHub
11 4 (0.90%) Azure Data Factory
11 4 (0.90%) SaaS
12 2 (0.45%) Cloud Computing
12 2 (0.45%) IaaS
13 1 (0.22%) Adobe Analytics
13 1 (0.22%) Amazon SQS
13 1 (0.22%) IBM Cloud
13 1 (0.22%) OpenShift
Communications & Networking
1 50 (11.24%) Kerberos
2 22 (4.94%) SSL
3 7 (1.57%) VPN
4 5 (1.12%) DNS
4 5 (1.12%) ICMP
4 5 (1.12%) TCP/IP
5 3 (0.67%) HTTP
5 3 (0.67%) Internet
6 2 (0.45%) Firewall
6 2 (0.45%) Network Security
7 1 (0.22%) FTP
7 1 (0.22%) Multicast
7 1 (0.22%) SNA
Database & Business Intelligence
1 404 (90.79%) Hadoop
2 360 (80.90%) Big Data
3 158 (35.51%) HBase
4 130 (29.21%) Data Warehouse
5 110 (24.72%) NoSQL
6 96 (21.57%) MongoDB
7 90 (20.22%) Apache Cassandra
8 89 (20.00%) Impala
9 67 (15.06%) Sqoop
10 61 (13.71%) SQL Server
11 55 (12.36%) Amazon Redshift
12 54 (12.13%) PostgreSQL
13 44 (9.89%) OLAP
14 43 (9.66%) Data Lake
14 43 (9.66%) Enterprise Data Warehouse
15 42 (9.44%) Relational Database
15 42 (9.44%) Star Schema
16 39 (8.76%) OLAP Cube
17 36 (8.09%) MySQL
18 30 (6.74%) Cloudera CDH
Development Applications
1 51 (11.46%) Jenkins
2 35 (7.87%) Git (software)
3 20 (4.49%) Maven
4 19 (4.27%) Subversion
5 15 (3.37%) Team Foundation Server
6 9 (2.02%) GitLab
6 9 (2.02%) JUnit
6 9 (2.02%) Visual Studio
6 9 (2.02%) Visual Studio Team System
7 8 (1.80%) JIRA
7 8 (1.80%) TeamCity
8 5 (1.12%) Artifactory
8 5 (1.12%) SonarQube
8 5 (1.12%) WebDriver
9 4 (0.90%) Ant
10 3 (0.67%) Cucumber
10 3 (0.67%) ER Studio
10 3 (0.67%) Sonatype Nexus
11 2 (0.45%) FishEye
11 2 (0.45%) SpecFlow
General
1 155 (34.83%) Finance
2 57 (12.81%) Banking
3 26 (5.84%) Retail
4 21 (4.72%) Investment Banking
5 20 (4.49%) Marketing
6 15 (3.37%) Games
7 12 (2.70%) Telecoms
8 6 (1.35%) Front Office
9 5 (1.12%) Advertising
9 5 (1.12%) Back Office
10 3 (0.67%) Automotive
10 3 (0.67%) French Language
11 2 (0.45%) Legal
11 2 (0.45%) Manufacturing
12 1 (0.22%) Aerospace
12 1 (0.22%) Private Banking
12 1 (0.22%) Retail Banking
12 1 (0.22%) Swedish Language
Job Titles
1 177 (39.78%) Data Engineer
2 115 (25.84%) Big Data Engineer
3 82 (18.43%) Hadoop Engineer
4 81 (18.20%) Developer
5 60 (13.48%) Architect
6 53 (11.91%) Big Data Developer
6 53 (11.91%) Data Architect
7 37 (8.31%) Consultant
8 36 (8.09%) Python Engineer
9 35 (7.87%) Big Data Architect
10 32 (7.19%) Data Scientist
11 26 (5.84%) AWS Engineer
12 22 (4.94%) Analyst
13 21 (4.72%) Senior Data Engineer
14 20 (4.49%) Administrator
15 18 (4.04%) Data Analyst
16 17 (3.82%) DevOps Engineer
17 16 (3.60%) Data Consultant
17 16 (3.60%) Scala Developer
18 15 (3.37%) Java Engineer
Libraries, Frameworks & Software Standards
1 226 (50.79%) Kafka
2 30 (6.74%) PySpark
3 29 (6.52%) TensorFlow
4 28 (6.29%) scikit-learn
5 26 (5.84%) Spark Streaming
6 20 (4.49%) JSON
6 20 (4.49%) NumPy
6 20 (4.49%) Pandas
6 20 (4.49%) XML
7 19 (4.27%) Akka
8 18 (4.04%) Apache Avro
8 18 (4.04%) Seaborn
9 17 (3.82%) Matplotlib
10 16 (3.60%) LDAP
11 15 (3.37%) Keras
12 14 (3.15%) Web Services
13 13 (2.92%) AngularJS
14 12 (2.70%) LEMP Stack
15 11 (2.47%) Natural Language Processing
15 11 (2.47%) Sensu
Miscellaneous
1 50 (11.24%) Algorithms
2 43 (9.66%) Analytical Skills
3 35 (7.87%) Computer Science
4 25 (5.62%) Data Structures
5 23 (5.17%) Fintech
6 12 (2.70%) Greenfield Project
7 8 (1.80%) Market Risk
8 7 (1.57%) Clustering
8 7 (1.57%) Public Cloud
8 7 (1.57%) Self-Motivation
9 6 (1.35%) Grid Computing
10 5 (1.12%) Replication
11 4 (0.90%) Enterprise Software
11 4 (0.90%) Foreign Exchange (FX)
11 4 (0.90%) Hedge funds
11 4 (0.90%) Social Network
12 3 (0.67%) Equities
12 3 (0.67%) MPEG
12 3 (0.67%) Over-the-Top Content
12 3 (0.67%) Robotics
Operating Systems
1 107 (24.04%) Linux
2 41 (9.21%) Red Hat Enterprise Linux
3 23 (5.17%) Unix
4 8 (1.80%) Windows
5 6 (1.35%) Windows Server
5 6 (1.35%) Windows Server 2008
6 3 (0.67%) Ubuntu
7 2 (0.45%) CentOS
8 1 (0.22%) Debian
Processes & Methodologies
1 170 (38.20%) Analytics
2 147 (33.03%) ETL
3 146 (32.81%) Data Science
4 125 (28.09%) Machine Learning
5 123 (27.64%) Agile Software Development
6 96 (21.57%) Data Modelling
7 86 (19.33%) DevOps
8 71 (15.96%) MapReduce
9 55 (12.36%) Business Intelligence
9 55 (12.36%) Data Engineering
10 46 (10.34%) Open Source
11 41 (9.21%) Data Analytics
12 39 (8.76%) Problem-Solving
13 37 (8.31%) SQL Optimisation
14 36 (8.09%) Data Architecture
15 35 (7.87%) Data Ingestion
15 35 (7.87%) Scrum
16 33 (7.42%) Continuous Integration
17 32 (7.19%) Data Integration
17 32 (7.19%) Data Transformation
Programming Languages
1 237 (53.26%) Python
2 224 (50.34%) SQL
3 165 (37.08%) Scala
4 164 (36.85%) Java
5 49 (11.01%) R
6 34 (7.64%) Java 8
7 25 (5.62%) Shell Script
8 21 (4.72%) JavaScript
9 19 (4.27%) Bash Shell
10 13 (2.92%) PL/SQL
11 12 (2.70%) C
11 12 (2.70%) Ruby
12 10 (2.25%) C#
13 8 (1.80%) Perl
14 6 (1.35%) Go
14 6 (1.35%) T-SQL
15 4 (0.90%) TypeScript
16 3 (0.67%) C++
16 3 (0.67%) HiveQL
16 3 (0.67%) XPath
Qualifications
1 28 (6.29%) Degree
2 14 (3.15%) Computer Science Degree
3 10 (2.25%) Master's Degree
3 10 (2.25%) Security Cleared
4 9 (2.02%) Numerate Degree
4 9 (2.02%) SC Cleared
5 4 (0.90%) PhD
6 1 (0.22%) DV Cleared
6 1 (0.22%) MCSD
6 1 (0.22%) Microsoft Certification
6 1 (0.22%) PRINCE2 Certification
Quality Assurance & Compliance
1 54 (12.13%) Data Quality
2 11 (2.47%) GDPR
3 9 (2.02%) QA
4 3 (0.67%) Dodd-Frank
4 3 (0.67%) EMIR
4 3 (0.67%) MiFID
5 2 (0.45%) GCP
6 1 (0.22%) Basel II
6 1 (0.22%) SLA
System Software
1 130 (29.21%) HDFS
2 113 (25.39%) Apache Flume
3 48 (10.79%) Docker
4 44 (9.89%) Apache ZooKeeper
5 19 (4.27%) Active Directory
6 1 (0.22%) etcd
Systems Management
1 142 (31.91%) Oozie
2 65 (14.61%) Hadoop YARN
3 35 (7.87%) Ambari
3 35 (7.87%) Ansible
4 20 (4.49%) Apache Slider
4 20 (4.49%) Terraform
5 11 (2.47%) Consul
6 10 (2.25%) Kubernetes
6 10 (2.25%) Salt
7 7 (1.57%) Opscode Chef
7 7 (1.57%) Puppet
8 6 (1.35%) Prometheus
9 5 (1.12%) Host Intrusion Detection System
9 5 (1.12%) Network Intrusion Detection System
9 5 (1.12%) Packer
9 5 (1.12%) Sysdig
10 4 (0.90%) HAProxy
10 4 (0.90%) Kibana
11 3 (0.67%) HP Quality Center
12 2 (0.45%) Mesos
Vendors
1 107 (24.04%) Cloudera
2 77 (17.30%) Hortonworks
3 48 (10.79%) Oracle
4 39 (8.76%) Tableau
5 35 (7.87%) MapR
5 35 (7.87%) Talend
6 30 (6.74%) Google
7 29 (6.52%) Microsoft
8 24 (5.39%) Informatica
9 16 (3.60%) Salesforce.com
10 13 (2.92%) Splunk
11 11 (2.47%) Alteryx
11 11 (2.47%) SaltStack
11 11 (2.47%) Teradata
12 7 (1.57%) IBM
13 6 (1.35%) Ab Initio
14 5 (1.12%) Cognos
14 5 (1.12%) Netezza
15 4 (0.90%) MicroStrategy
15 4 (0.90%) SAP