Period
to 24 May 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 24 May 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
24 May 2018
Same period 2017 Same period 2016
Rank 736 800 865
Rank change year-on-year +64 +65 -20
Contract jobs citing MapR 146 45 23
As % of all contract IT jobs advertised in the UK 0.14% 0.050% 0.022%
As % of the Vendors category 0.35% 0.11% 0.049%
Number of daily rates quoted 123 23 15
UK median daily rate £600 £550 £525
Median daily rate % change year-on-year +9.09% +4.76% -2.33%
10th Percentile £463 £475 £455
90th Percentile £700 £705 £670
UK excluding London median daily rate £575 £550 -
% change year-on-year +4.55% - -
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 42,032 39,899 46,481
As % of all contract IT jobs advertised in the UK 41.71% 44.17% 44.02%
Number of daily rates quoted 26,210 24,484 28,253
UK median daily rate £450 £425 £410
Median daily rate % change year-on-year +5.88% +3.66% +2.50%
10th Percentile £250 £250 £240
90th Percentile £625 £600 £588
UK excluding London median daily rate £413 £400 £388
% change year-on-year +3.13% +3.23% +3.33%
Number of hourly rates quoted 1,479 1,397 1,635
UK median hourly rate £17.50 £17.50 £18.70
Median hourly rate % change year-on-year - -6.42% +6.86%
10th Percentile £10.75 £10.38 £10.00
90th Percentile £47.50 £47.50 £47.83
UK excluding London median hourly rate £15.86 £16.92 £18.00
% change year-on-year -6.26% -6.00% +7.46%

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 24 May 2018.

Contractor daily rate histogram for MapR in the UK

MapR
Top 11 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 24 May 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 +54 144 £600 +9.09% 11
London +38 106 £625 +11.11% 5
UK excluding London -2 40 £575 +4.55% 7
South East -2 32 £575 +4.55% 1
Midlands - 3 £438 -
Scotland -33 2 £425 - 1
East of England - 2 £450 - 1
East Midlands - 2 £438 -
North of England -13 1 £450 - 4
North West -14 1 £450 - 1
West Midlands - 1 - -

For the 6 months to 24 May 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 88 (60.27%) Hadoop
2 84 (57.53%) Big Data
3 77 (52.74%) Apache Spark
4 66 (45.21%) Scala
5 63 (43.15%) Apache Hive
5 63 (43.15%) Cloudera
6 62 (42.47%) HBase
7 59 (40.41%) Hortonworks
8 58 (39.73%) Java
8 58 (39.73%) SQL
9 57 (39.04%) SQL Server
10 54 (36.99%) Analytics
11 50 (34.25%) Agile Software Development
12 48 (32.88%) Python
13 46 (31.51%) Apache
13 46 (31.51%) HDFS
13 46 (31.51%) Apache Flume
14 45 (30.82%) Front Office
15 44 (30.14%) .NET
15 44 (30.14%) C#
16 43 (29.45%) Kafka
17 42 (28.77%) R
17 42 (28.77%) Linux
18 39 (26.71%) Impala
19 37 (25.34%) Analytical Skills
20 36 (24.66%) Finance
21 35 (23.97%) MongoDB
22 34 (23.29%) Machine Learning
23 33 (22.60%) Sqoop
24 32 (21.92%) Apache Pig

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 77 (52.74%) Apache Spark
2 46 (31.51%) Apache
3 32 (21.92%) Apache Pig
4 14 (9.59%) Jupyter
5 9 (6.16%) SAS
6 7 (4.79%) Apache Solr
7 2 (1.37%) Elasticsearch
8 1 (0.68%) Tomcat
Business Applications
1 3 (2.05%) Oracle Financials
Cloud Services
1 19 (13.01%) Google Tag Manager
2 15 (10.27%) Amazon AWS
3 12 (8.22%) Microsoft Azure
4 3 (2.05%) Google Cloud Platform
4 3 (2.05%) PaaS
5 1 (0.68%) Amazon EC2
5 1 (0.68%) Amazon Kinesis
5 1 (0.68%) Amazon S3
5 1 (0.68%) Amazon SQS
5 1 (0.68%) Bluemix
5 1 (0.68%) IaaS
5 1 (0.68%) IBM Cloud
5 1 (0.68%) SaaS
Communications & Networking
1 6 (4.11%) Kerberos
2 3 (2.05%) RTMP
3 2 (1.37%) Reverse Proxy
Database & Business Intelligence
1 88 (60.27%) Hadoop
2 84 (57.53%) Big Data
3 63 (43.15%) Apache Hive
4 62 (42.47%) HBase
5 57 (39.04%) SQL Server
6 39 (26.71%) Impala
7 35 (23.97%) MongoDB
8 33 (22.60%) Sqoop
9 29 (19.86%) Data Lake
10 26 (17.81%) Apache Cassandra
11 25 (17.12%) PostgreSQL
12 24 (16.44%) Data Warehouse
13 23 (15.75%) NoSQL
14 20 (13.70%) Relational Database
15 14 (9.59%) Mahout
15 14 (9.59%) RDBMS
16 5 (3.42%) Enterprise Data Warehouse
16 5 (3.42%) MySQL
16 5 (3.42%) OLTP
17 3 (2.05%) Amazon Redshift
Development Applications
1 10 (6.85%) Git (software)
2 9 (6.16%) Jenkins
3 8 (5.48%) JUnit
3 8 (5.48%) TeamCity
4 6 (4.11%) Artifactory
5 5 (3.42%) Bitbucket
General
1 45 (30.82%) Front Office
2 36 (24.66%) Finance
3 25 (17.12%) Banking
4 24 (16.44%) Investment Banking
5 13 (8.90%) Retail
6 5 (3.42%) Manufacturing
7 4 (2.74%) Games
8 3 (2.05%) Advertising
8 3 (2.05%) French Language
8 3 (2.05%) Marketing
9 2 (1.37%) Telecoms
10 1 (0.68%) Automotive
10 1 (0.68%) Legal
Job Titles
1 54 (36.99%) Developer
2 44 (30.14%) C# Developer
3 30 (20.55%) Front Office Developer
4 24 (16.44%) Data Engineer
5 20 (13.70%) SQL Developer
6 17 (11.64%) Data Scientist
7 14 (9.59%) Big Data Engineer
8 11 (7.53%) Architect
9 10 (6.85%) Data Architect
10 8 (5.48%) Big Data Architect
11 7 (4.79%) Big Data Developer
11 7 (4.79%) Machine Learning Engineer
12 6 (4.11%) Agile C# Developer
12 6 (4.11%) Agile Developer
13 5 (3.42%) Linux Engineer
13 5 (3.42%) Project Manager
13 5 (3.42%) Unix Engineer
14 4 (2.74%) Administrator
14 4 (2.74%) Analyst
14 4 (2.74%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 44 (30.14%) .NET
2 43 (29.45%) Kafka
3 29 (19.86%) HTML
4 27 (18.49%) HTML5
5 23 (15.75%) Akka
6 22 (15.07%) RESTful
6 22 (15.07%) SOAP
6 22 (15.07%) Web Services
7 21 (14.38%) scikit-learn
8 20 (13.70%) TensorFlow
9 14 (9.59%) Keras
9 14 (9.59%) Matplotlib
9 14 (9.59%) NumPy
9 14 (9.59%) Pandas
9 14 (9.59%) PySpark
9 14 (9.59%) Seaborn
10 9 (6.16%) Spark Streaming
11 8 (5.48%) MLlib
12 6 (4.11%) LDAP
13 5 (3.42%) RabbitMQ
Miscellaneous
1 37 (25.34%) Analytical Skills
2 30 (20.55%) Algorithms
3 19 (13.01%) Greenfield Project
4 15 (10.27%) Hedge funds
5 9 (6.16%) Computer Science
6 8 (5.48%) Derivative
6 8 (5.48%) Equity Derivative
7 5 (3.42%) Equity Risk
8 3 (2.05%) User Experience
9 2 (1.37%) Mobile App
10 1 (0.68%) Data Centre
10 1 (0.68%) Data Structures
10 1 (0.68%) Self-Motivation
10 1 (0.68%) Virtual Team
Operating Systems
1 42 (28.77%) Linux
2 22 (15.07%) CentOS
3 9 (6.16%) Unix
4 8 (5.48%) Ubuntu
5 3 (2.05%) Debian
5 3 (2.05%) Red Hat Enterprise Linux
Processes & Methodologies
1 54 (36.99%) Analytics
2 50 (34.25%) Agile Software Development
3 34 (23.29%) Machine Learning
4 32 (21.92%) Data Science
4 32 (21.92%) OOP
5 28 (19.18%) MapReduce
6 24 (16.44%) ETL
6 24 (16.44%) Front End Development
6 24 (16.44%) OO
7 23 (15.75%) Data Strategy
8 22 (15.07%) Statistics
9 21 (14.38%) Business Intelligence
10 19 (13.01%) Tag Management
10 19 (13.01%) Web Analytics
11 16 (10.96%) E-Commerce
12 15 (10.27%) Data Engineering
13 14 (9.59%) Bayesian Methods
13 14 (9.59%) Deep Learning
13 14 (9.59%) Linear Regression
13 14 (9.59%) Trend Analysis
Programming Languages
1 66 (45.21%) Scala
2 58 (39.73%) Java
2 58 (39.73%) SQL
3 48 (32.88%) Python
4 44 (30.14%) C#
5 42 (28.77%) R
6 22 (15.07%) Bash Shell
7 8 (5.48%) Shell Script
8 5 (3.42%) Perl
9 3 (2.05%) JavaScript
9 3 (2.05%) Ruby
9 3 (2.05%) TypeScript
10 1 (0.68%) C++
Qualifications
1 7 (4.79%) PhD
2 3 (2.05%) Degree
3 1 (0.68%) DV Cleared
3 1 (0.68%) SC Cleared
3 1 (0.68%) Security Cleared
Quality Assurance & Compliance
1 5 (3.42%) Data Quality
2 2 (1.37%) GDPR
3 1 (0.68%) QA
System Software
1 46 (31.51%) Apache Flume
1 46 (31.51%) HDFS
2 14 (9.59%) Docker
3 5 (3.42%) Apache ZooKeeper
Systems Management
1 25 (17.12%) Oozie
2 11 (7.53%) Hadoop YARN
3 7 (4.79%) Terraform
4 6 (4.11%) Ansible
5 3 (2.05%) Ambari
5 3 (2.05%) Opscode Chef
5 3 (2.05%) Puppet
6 1 (0.68%) Grafana
Vendors
1 63 (43.15%) Cloudera
2 59 (40.41%) Hortonworks
3 22 (15.07%) Google
4 19 (13.01%) Salesforce.com
4 19 (13.01%) Talend
4 19 (13.01%) Tealium
5 11 (7.53%) Oracle
6 9 (6.16%) Microsoft
6 9 (6.16%) Red Hat
6 9 (6.16%) Tableau
7 6 (4.11%) Centrify
8 5 (3.42%) Ab Initio
8 5 (3.42%) Sybase
9 4 (2.74%) Splunk
10 3 (2.05%) Informatica
10 3 (2.05%) Siebel
11 1 (0.68%) F5
11 1 (0.68%) JDA