Period
to 22 October 2018

The table below provides summary statistics for contract job vacancies with a requirement for knowledge and experience of MapR products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MapR over the 6 months to 22 October 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.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within MapR Technologies, Inc.

MapR
UK
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 806 826 886
Rank change year-on-year +20 +60 -7
Contract jobs citing MapR 77 52 21
As % of all contract IT jobs advertised in the UK 0.075% 0.052% 0.020%
As % of the Vendors category 0.18% 0.12% 0.044%
Number of daily rates quoted 62 34 13
UK median daily rate £613 £588 £543
Median daily rate % change year-on-year +4.26% +8.29% -22.50%
10th Percentile £435 £454 £429
90th Percentile £700 £700 £650
UK excluding London median daily rate £525 £488 £488
% change year-on-year +7.69% - -7.14%
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

MapR is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Contract vacancies with a requirement for knowledge or experience of vendor products and services 43,414 42,681 47,581
As % of all contract IT jobs advertised in the UK 42.03% 42.95% 45.13%
Number of daily rates quoted 26,864 26,381 29,095
UK median daily rate £450 £430 £415
Median daily rate % change year-on-year +4.65% +3.61% +3.75%
10th Percentile £250 £242 £239
90th Percentile £625 £620 £588
UK excluding London median daily rate £420 £400 £388
% change year-on-year +5.00% +3.23% +3.33%
Number of hourly rates quoted 1,661 1,387 1,693
UK median hourly rate £17.41 £17.50 £17.00
Median hourly rate % change year-on-year -0.51% +2.94% -2.86%
10th Percentile £10.77 £10.50 £10.00
90th Percentile £45.50 £45.17 £45.00
UK excluding London median hourly rate £16.50 £16.84 £16.50
% change year-on-year -1.99% +2.03% -2.94%

MapR
Job Vacancy Trend

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

Job vacancy trend for MapR in the UK

MapR
Contractor Daily Rate Trend

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

Contractor daily rate trend for MapR in the UK

MapR
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing MapR over the 6 months to 22 October 2018.

Contractor daily rate histogram for MapR in the UK

MapR
Top 9 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MapR within the UK over the 6 months to 22 October 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
England +14 76 £613 +4.26% 17
London +10 51 £625 +4.17% 15
UK excluding London -22 25 £525 +7.69% 2
North of England -5 15 £483 -
Yorkshire -3 13 £440 -
South East -19 8 £525 +5.00%
North West - 2 £600 -
East of England +6 1 £700 +43.59% 1
Scotland - 1 - -

For the 6 months to 22 October 2018, IT contractor jobs citing MapR 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 with a requirement for MapR.

1 53 (68.83%) Big Data
2 45 (58.44%) Hadoop
3 37 (48.05%) HBase
4 35 (45.45%) Apache Spark
5 34 (44.16%) NoSQL
5 34 (44.16%) Java
6 31 (40.26%) Kafka
7 30 (38.96%) Apache Hive
8 28 (36.36%) Front Office
8 28 (36.36%) Scala
9 27 (35.06%) Agile Software Development
10 26 (33.77%) C#
11 24 (31.17%) SQL Server
12 22 (28.57%) OOP
12 22 (28.57%) OO
12 22 (28.57%) Relational Database
13 21 (27.27%) Cloudera
13 21 (27.27%) SQL
13 21 (27.27%) Finance
14 20 (25.97%) .NET
14 20 (25.97%) Hortonworks
15 19 (24.68%) Banking
15 19 (24.68%) Apache
16 18 (23.38%) Python
16 18 (23.38%) Investment Banking
16 18 (23.38%) MongoDB
17 17 (22.08%) HDFS
18 16 (20.78%) Apache Cassandra
18 16 (20.78%) HTML
19 14 (18.18%) R

MapR
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 35 (45.45%) Apache Spark
2 19 (24.68%) Apache
3 9 (11.69%) Apache Pig
4 2 (2.60%) SAS
5 1 (1.30%) Elasticsearch
5 1 (1.30%) Tomcat
Business Applications
1 1 (1.30%) Oracle Financials
Cloud Services
1 11 (14.29%) Amazon AWS
2 4 (5.19%) Google Cloud Platform
2 4 (5.19%) Microsoft Azure
3 1 (1.30%) Amazon EMR
3 1 (1.30%) Amazon Glacier
3 1 (1.30%) Amazon Kinesis
3 1 (1.30%) Azure Machine Learning
3 1 (1.30%) Cortana Intelligence Suite
Communications & Networking
1 7 (9.09%) RTMP
2 3 (3.90%) Kerberos
3 1 (1.30%) Reverse Proxy
Database & Business Intelligence
1 53 (68.83%) Big Data
2 45 (58.44%) Hadoop
3 37 (48.05%) HBase
4 34 (44.16%) NoSQL
5 30 (38.96%) Apache Hive
6 24 (31.17%) SQL Server
7 22 (28.57%) Relational Database
8 18 (23.38%) MongoDB
9 16 (20.78%) Apache Cassandra
10 12 (15.58%) Data Warehouse
11 10 (12.99%) MySQL
12 9 (11.69%) Data Lake
12 9 (11.69%) Impala
13 8 (10.39%) OLTP
13 8 (10.39%) RDBMS
14 6 (7.79%) Enterprise Data Warehouse
15 5 (6.49%) Amazon Redshift
15 5 (6.49%) PostgreSQL
16 3 (3.90%) DB2
17 2 (2.60%) OLAP
Development Applications
1 3 (3.90%) Artifactory
1 3 (3.90%) Bitbucket
2 2 (2.60%) Git (software)
2 2 (2.60%) GitLab
2 2 (2.60%) Jenkins
2 2 (2.60%) Travis CI
3 1 (1.30%) Ant
3 1 (1.30%) Atlassian Bamboo
3 1 (1.30%) Cucumber
3 1 (1.30%) ERwin
3 1 (1.30%) Gradle
3 1 (1.30%) Hudson
3 1 (1.30%) Introscope
3 1 (1.30%) JMeter
3 1 (1.30%) JProfiler
3 1 (1.30%) JUnit
3 1 (1.30%) LoadRunner
3 1 (1.30%) Maven
3 1 (1.30%) Selenium
3 1 (1.30%) SoapUI
General
1 28 (36.36%) Front Office
2 21 (27.27%) Finance
3 19 (24.68%) Banking
4 18 (23.38%) Investment Banking
5 5 (6.49%) Games
6 3 (3.90%) Retail
7 2 (2.60%) Legal
8 1 (1.30%) Manufacturing
Job Titles
1 38 (49.35%) Developer
2 20 (25.97%) C# Developer
2 20 (25.97%) Front Office Developer
3 13 (16.88%) Data Engineer
4 12 (15.58%) Architect
5 10 (12.99%) Big Data Architect
5 10 (12.99%) Big Data Engineer
5 10 (12.99%) Data Architect
5 10 (12.99%) SQL Developer
6 7 (9.09%) Software Engineer
6 7 (9.09%) UI Developer
6 7 (9.09%) UI/UX Developer
6 7 (9.09%) UX Developer
6 7 (9.09%) Web Developer
6 7 (9.09%) Web UI Developer
6 7 (9.09%) Web UI/UX Developer
7 6 (7.79%) HTML Developer
7 6 (7.79%) JavaScript Developer
8 5 (6.49%) Senior Data Engineer
9 4 (5.19%) Big Data Developer
Libraries, Frameworks & Software Standards
1 31 (40.26%) Kafka
2 20 (25.97%) .NET
3 16 (20.78%) HTML
4 13 (16.88%) Akka
5 10 (12.99%) HTML5
5 10 (12.99%) Spark Streaming
6 8 (10.39%) RabbitMQ
7 7 (9.09%) AngularJS
7 7 (9.09%) CSS
7 7 (9.09%) Django
7 7 (9.09%) LESS
7 7 (9.09%) MEAN Stack
7 7 (9.09%) Node.js
7 7 (9.09%) Ruby on Rails
7 7 (9.09%) Sass
8 3 (3.90%) LDAP
9 2 (2.60%) J2EE
9 2 (2.60%) RESTful
10 1 (1.30%) JSON
10 1 (1.30%) Middleware
Miscellaneous
1 13 (16.88%) Analytical Skills
2 11 (14.29%) Algorithms
3 10 (12.99%) Hedge funds
4 7 (9.09%) Derivative
4 7 (9.09%) Equity Derivative
4 7 (9.09%) User Experience
5 2 (2.60%) Data Structures
6 1 (1.30%) Computer Science
6 1 (1.30%) Enterprise Software
6 1 (1.30%) Equity Risk
6 1 (1.30%) Greenfield Project
6 1 (1.30%) Reference Data
6 1 (1.30%) Virtual Team
Operating Systems
1 8 (10.39%) Linux
2 5 (6.49%) Unix
3 3 (3.90%) Ubuntu
4 1 (1.30%) DC/OS
4 1 (1.30%) Windows
4 1 (1.30%) Windows Server
Processes & Methodologies
1 27 (35.06%) Agile Software Development
2 22 (28.57%) OO
2 22 (28.57%) OOP
3 12 (15.58%) Software Engineering
4 11 (14.29%) Business Intelligence
5 10 (12.99%) Data Modelling
5 10 (12.99%) Front End Development
5 10 (12.99%) Machine Learning
5 10 (12.99%) SDLC
6 9 (11.69%) Dimensional Modelling
7 8 (10.39%) Data Integration
7 8 (10.39%) Data Science
8 7 (9.09%) Analytics
8 7 (9.09%) Cross-Browser Development
8 7 (9.09%) Event-Driven Architecture
8 7 (9.09%) Functional Programming
8 7 (9.09%) Pair Programming
8 7 (9.09%) Technical Analysis
8 7 (9.09%) Web Development
8 7 (9.09%) Workflow
Programming Languages
1 34 (44.16%) Java
2 28 (36.36%) Scala
3 26 (33.77%) C#
4 21 (27.27%) SQL
5 18 (23.38%) Python
6 14 (18.18%) R
7 7 (9.09%) JavaScript
7 7 (9.09%) Ruby
7 7 (9.09%) TypeScript
8 6 (7.79%) C++
9 3 (3.90%) Java 8
10 2 (2.60%) Bash Shell
11 1 (1.30%) Clojure
11 1 (1.30%) Haskell
Qualifications
1 1 (1.30%) Security Cleared
Quality Assurance & Compliance
1 2 (2.60%) Data Quality
1 2 (2.60%) GDPR
1 2 (2.60%) QA
System Software
1 17 (22.08%) HDFS
2 9 (11.69%) Apache Flume
2 9 (11.69%) Apache ZooKeeper
3 7 (9.09%) Docker
Systems Management
1 3 (3.90%) Ansible
1 3 (3.90%) Hadoop YARN
1 3 (3.90%) Kubernetes
1 3 (3.90%) Oozie
2 2 (2.60%) Ambari
2 2 (2.60%) Ganglia
2 2 (2.60%) Nagios
2 2 (2.60%) Prometheus
3 1 (1.30%) Apache Brooklyn
3 1 (1.30%) Grafana
3 1 (1.30%) Marathon
3 1 (1.30%) Mesos
Vendors
1 21 (27.27%) Cloudera
2 20 (25.97%) Hortonworks
3 12 (15.58%) Oracle
4 4 (5.19%) Google
4 4 (5.19%) Red Hat
5 3 (3.90%) Centrify
5 3 (3.90%) Tableau
6 2 (2.60%) Splunk
6 2 (2.60%) Teradata
7 1 (1.30%) Ab Initio
7 1 (1.30%) AppDynamics
7 1 (1.30%) Databricks
7 1 (1.30%) Dynatrace
7 1 (1.30%) F5
7 1 (1.30%) HP
7 1 (1.30%) Informatica
7 1 (1.30%) JDA
7 1 (1.30%) Microsoft
7 1 (1.30%) Sybase
7 1 (1.30%) Talend