Period
to 19 January 2018

The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of MapR products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapR over the 6 months to 19 January 2018 with a comparison to the same period in the previous 2 years.

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

MapR
UK
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 1106 1156 1190
Rank change year-on-year +50 +34 +90
Permanent jobs citing MapR 70 35 80
As % of all permanent IT jobs advertised in the UK 0.040% 0.020% 0.038%
As % of the Vendors category 0.090% 0.045% 0.084%
Number of salaries quoted 61 24 53
UK median annual salary £70,000 £68,750 £60,000
Median salary % change year-on-year +1.82% +14.58% +4.35%
10th Percentile £48,750 £43,750 £42,500
90th Percentile £106,000 £86,750 £108,000
UK excluding London median annual salary £75,000 £65,000 £57,500
% change year-on-year +15.38% +13.04% -

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

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 77,735 77,348 94,978
As % of all permanent IT jobs advertised in the UK 44.66% 43.73% 45.47%
Number of salaries quoted 60,934 62,278 77,826
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

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
Salary Trend

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

Salary trend for MapR in the UK

MapR
Salary Histogram

The salary distribution of IT jobs citing MapR over the 6 months to 19 January 2018.

Salary histogram for MapR in the UK

MapR
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapR within the UK over the 6 months to 19 January 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 +50 70 £70,000 +1.82% 13
London +48 54 £70,000 - 8
UK excluding London +11 14 £75,000 +15.38% 5
East of England - 8 £75,000 - 2
South East +7 3 £65,000 - 1
Midlands +12 2 £85,000 +25.93%
East Midlands - 2 £85,000 -
North West - 1 £65,000 -
North of England - 1 £65,000 - 2

For the 6 months to 19 January 2018, IT jobs citing MapR also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for MapR.

1 67 (95.71%) Hadoop
2 64 (91.43%) Big Data
3 62 (88.57%) Cloudera
4 56 (80.00%) Hortonworks
5 53 (75.71%) Apache Spark
6 45 (64.29%) Python
7 44 (62.86%) HBase
8 42 (60.00%) Apache Hive
9 41 (58.57%) Kafka
10 38 (54.29%) Apache Cassandra
11 36 (51.43%) Java
12 30 (42.86%) ETL
12 30 (42.86%) Analytics
13 29 (41.43%) Machine Learning
13 29 (41.43%) Scala
14 27 (38.57%) NoSQL
15 25 (35.71%) MongoDB
15 25 (35.71%) Amazon AWS
15 25 (35.71%) Apache Flume
15 25 (35.71%) Impala
16 24 (34.29%) MapReduce
17 23 (32.86%) Docker
17 23 (32.86%) SQL
17 23 (32.86%) Agile Software Development
18 22 (31.43%) Tableau
19 20 (28.57%) Software Engineering
19 20 (28.57%) Computer Science
19 20 (28.57%) Apache
20 19 (27.14%) HDFS
21 18 (25.71%) Business Intelligence

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 53 (75.71%) Apache Spark
2 20 (28.57%) Apache
3 15 (21.43%) Apache Pig
4 12 (17.14%) SAS
5 10 (14.29%) Apache Solr
6 8 (11.43%) Elasticsearch
7 1 (1.43%) Apache Airflow
7 1 (1.43%) Confluence
7 1 (1.43%) Jupyter
Applications
1 1 (1.43%) SPSS
Business Applications
1 1 (1.43%) WebTrends
Cloud Services
1 25 (35.71%) Amazon AWS
2 10 (14.29%) Microsoft Azure
3 6 (8.57%) Google Cloud Platform
4 5 (7.14%) Amazon EC2
4 5 (7.14%) Amazon Kinesis
4 5 (7.14%) Amazon S3
4 5 (7.14%) Amazon SQS
5 2 (2.86%) Office 365
6 1 (1.43%) Adobe Analytics
6 1 (1.43%) Bluemix
6 1 (1.43%) Cloudflare
6 1 (1.43%) CloudFront
6 1 (1.43%) Google Analytics
6 1 (1.43%) IBM Cloud
Communications & Networking
1 2 (2.86%) Kerberos
Database & Business Intelligence
1 67 (95.71%) Hadoop
2 64 (91.43%) Big Data
3 44 (62.86%) HBase
4 42 (60.00%) Apache Hive
5 38 (54.29%) Apache Cassandra
6 27 (38.57%) NoSQL
7 25 (35.71%) Impala
7 25 (35.71%) MongoDB
8 15 (21.43%) Data Warehouse
9 13 (18.57%) Flink
10 8 (11.43%) Mahout
10 8 (11.43%) Relational Database
10 8 (11.43%) Sqoop
11 7 (10.00%) RDBMS
12 6 (8.57%) Data Mining
12 6 (8.57%) Pentaho
12 6 (8.57%) Power BI
13 5 (7.14%) SQL Server
14 4 (5.71%) CouchDB
15 3 (4.29%) BigQuery
Development Applications
1 7 (10.00%) Jenkins
2 4 (5.71%) Artifactory
2 4 (5.71%) Maven
2 4 (5.71%) Vagrant
3 3 (4.29%) Git (software)
4 1 (1.43%) CircleCI
4 1 (1.43%) ERwin
4 1 (1.43%) Gerrit
4 1 (1.43%) JIRA
4 1 (1.43%) Travis CI
General
1 9 (12.86%) Finance
2 8 (11.43%) Retail
3 4 (5.71%) Legal
4 2 (2.86%) Telecoms
5 1 (1.43%) Aerospace
5 1 (1.43%) Banking
5 1 (1.43%) Games
5 1 (1.43%) Manufacturing
5 1 (1.43%) Marketing
Job Titles
1 40 (57.14%) Big Data Engineer
2 38 (54.29%) Data Engineer
3 14 (20.00%) Hadoop Engineer
4 10 (14.29%) Architect
4 10 (14.29%) Data Architect
5 7 (10.00%) Big Data Architect
5 7 (10.00%) Big Data Software Engineer
5 7 (10.00%) Software Engineer
6 6 (8.57%) Data Scientist
7 5 (7.14%) Machine Learning Engineer
8 4 (5.71%) IT Engineer
9 3 (4.29%) Business Intelligence Architect
9 3 (4.29%) Data Analytics Architect
9 3 (4.29%) Data Analytics Engineer
9 3 (4.29%) Java Engineer
9 3 (4.29%) NoSQL Engineer
10 2 (2.86%) Big Data Solutions Architect
10 2 (2.86%) Database Engineer
10 2 (2.86%) Junior Data Engineer
10 2 (2.86%) Project Manager
Libraries, Frameworks & Software Standards
1 41 (58.57%) Kafka
2 11 (15.71%) Spark Streaming
3 7 (10.00%) RabbitMQ
4 4 (5.71%) Akka
4 4 (5.71%) TensorFlow
5 3 (4.29%) Natural Language Processing
6 2 (2.86%) Apache Tez
6 2 (2.86%) CSS
6 2 (2.86%) HTML
6 2 (2.86%) JSON
6 2 (2.86%) LDAP
6 2 (2.86%) XML
7 1 (1.43%) ASP.NET
7 1 (1.43%) Matplotlib
7 1 (1.43%) NumPy
7 1 (1.43%) Pandas
7 1 (1.43%) PySpark
7 1 (1.43%) scikit-learn
7 1 (1.43%) Seaborn
7 1 (1.43%) YAML
Miscellaneous
1 20 (28.57%) Computer Science
2 14 (20.00%) Analytical Skills
3 13 (18.57%) Algorithms
4 3 (4.29%) Data Centre
5 2 (2.86%) Data Structures
5 2 (2.86%) Fintech
5 2 (2.86%) Social Network
5 2 (2.86%) Virtual Team
6 1 (1.43%) Mobile App
Operating Systems
1 16 (22.86%) Linux
2 12 (17.14%) Unix
3 2 (2.86%) Mesosphere
3 2 (2.86%) Windows
Processes & Methodologies
1 30 (42.86%) Analytics
1 30 (42.86%) ETL
2 29 (41.43%) Machine Learning
3 24 (34.29%) MapReduce
4 23 (32.86%) Agile Software Development
5 20 (28.57%) Software Engineering
6 18 (25.71%) Business Intelligence
7 17 (24.29%) Visualisation
8 16 (22.86%) Open Source
9 14 (20.00%) Data Visualisation
10 13 (18.57%) Data Engineering
10 13 (18.57%) Statistics
11 10 (14.29%) Data Analysis
12 9 (12.86%) Data Architecture
12 9 (12.86%) DevOps
12 9 (12.86%) OO
13 8 (11.43%) Microservices
13 8 (11.43%) Presales
13 8 (11.43%) Scrum
14 7 (10.00%) Data Management
Programming Languages
1 45 (64.29%) Python
2 36 (51.43%) Java
3 29 (41.43%) Scala
4 23 (32.86%) SQL
5 13 (18.57%) R
6 7 (10.00%) C++
7 3 (4.29%) Shell Script
8 2 (2.86%) Bash Shell
8 2 (2.86%) CQL
8 2 (2.86%) JavaScript
8 2 (2.86%) Lua
8 2 (2.86%) PowerShell
9 1 (1.43%) Go
9 1 (1.43%) Ruby
Qualifications
1 10 (14.29%) PhD
2 6 (8.57%) Degree
3 5 (7.14%) Computer Science Degree
4 1 (1.43%) Master's Degree
4 1 (1.43%) SC Cleared
4 1 (1.43%) Security Cleared
Quality Assurance & Compliance
1 6 (8.57%) Data Quality
2 3 (4.29%) GCP
System Software
1 25 (35.71%) Apache Flume
2 23 (32.86%) Docker
3 19 (27.14%) HDFS
4 2 (2.86%) Apache ZooKeeper
4 2 (2.86%) MapR-FS
Systems Management
1 7 (10.00%) Hadoop YARN
2 6 (8.57%) Kubernetes
2 6 (8.57%) Terraform
3 4 (5.71%) Ansible
4 3 (4.29%) Docker Swarm
5 2 (2.86%) Ambari
5 2 (2.86%) Oozie
5 2 (2.86%) Opscode Chef
5 2 (2.86%) Puppet
5 2 (2.86%) QRadar
5 2 (2.86%) yum
6 1 (1.43%) Mesos
6 1 (1.43%) Packer
Vendors
1 62 (88.57%) Cloudera
2 56 (80.00%) Hortonworks
3 22 (31.43%) Tableau
4 6 (8.57%) Oracle
5 5 (7.14%) Google
5 5 (7.14%) IBM
5 5 (7.14%) Informatica
5 5 (7.14%) Talend
6 4 (5.71%) SAP
6 4 (5.71%) Teradata
7 2 (2.86%) Datameer
7 2 (2.86%) Greenplum
7 2 (2.86%) Microsoft
7 2 (2.86%) NetWitness
7 2 (2.86%) Platfora
8 1 (1.43%) Adobe
8 1 (1.43%) CA
8 1 (1.43%) DataFlux
8 1 (1.43%) Hitwise
8 1 (1.43%) Omniture