Period
to 16 October 2018

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 16 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.

Apache Hadoop
Buckinghamshire > Milton Keynes
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 74 61 54
Rank change year-on-year -13 -7 +39
Contract jobs citing Hadoop 32 59 37
As % of all contract IT jobs advertised in Milton Keynes 2.26% 3.51% 2.88%
As % of the Database & Business Intelligence category 10.60% 16.48% 12.67%
Number of daily rates quoted 12 8 12
Milton Keynes median daily rate £525 £383 £500
Median daily rate % change year-on-year +37.25% -23.50% +73.91%
10th Percentile £439 £314 £363
90th Percentile £840 £440 £574
Buckinghamshire median daily rate £550 £390 £500
% change year-on-year +41.03% -22.00% +42.86%
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

Hadoop 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 Milton Keynes with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Milton Keynes
Contract vacancies with a requirement for database or business intelligence skills 302 358 292
As % of all contract IT jobs advertised in Milton Keynes 21.33% 21.28% 22.74%
Number of daily rates quoted 173 147 158
Milton Keynes median daily rate £425 £388 £383
Median daily rate % change year-on-year +9.68% +1.31% +4.79%
10th Percentile £300 £308 £263
90th Percentile £575 £500 £538
Buckinghamshire median daily rate £423 £388 £375
% change year-on-year +9.03% +3.33% +7.14%
Number of hourly rates quoted 0 0 1
Milton Keynes median hourly rate - - £25.50
Buckinghamshire median hourly rate £48.50 £19.00 £26.00
% change year-on-year +155.26% -26.92% +9.47%

Hadoop
Job Vacancy Trend in Milton Keynes

Job postings citing Hadoop as a percentage of all IT jobs advertised in Milton Keynes.

Job vacancy trend for Hadoop in Milton Keynes

Hadoop
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for Hadoop in Milton Keynes

Hadoop
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Hadoop in Milton Keynes over the 6 months to 16 October 2018.

Contractor daily rate histogram for Hadoop in Milton Keynes

For the 6 months to 16 October 2018, IT contractor jobs citing Hadoop 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 Milton Keynes region with a requirement for Hadoop.

1 24 (75.00%) Big Data
2 16 (50.00%) Analytics
2 16 (50.00%) Relational Database
3 15 (46.88%) ETL
3 15 (46.88%) NoSQL
3 15 (46.88%) Data Architecture
3 15 (46.88%) Apache Hive
3 15 (46.88%) Data Lake
4 13 (40.63%) High Availability
4 13 (40.63%) Data Quality
4 13 (40.63%) OLAP
4 13 (40.63%) Data Warehouse
4 13 (40.63%) Data Management
5 12 (37.50%) Disaster Recovery
5 12 (37.50%) Data Mapping
5 12 (37.50%) Business Analytics
5 12 (37.50%) Apache Spark
5 12 (37.50%) SDLC
6 11 (34.38%) Talend
7 10 (31.25%) Kafka
8 9 (28.13%) Ab Initio
8 9 (28.13%) Informatica
9 8 (25.00%) SAS
9 8 (25.00%) Apache
9 8 (25.00%) Java
9 8 (25.00%) Agile Software Development
9 8 (25.00%) Cloudera
9 8 (25.00%) HDFS
9 8 (25.00%) Data Governance
9 8 (25.00%) Retail

Hadoop
Co-occurring IT Skills in Milton Keynes 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 12 (37.50%) Apache Spark
2 8 (25.00%) Apache
2 8 (25.00%) SAS
3 2 (6.25%) Elasticsearch
4 1 (3.13%) Apache Pig
4 1 (3.13%) Oracle SOA Suite
4 1 (3.13%) WebSphere
4 1 (3.13%) WebSphere Application Server
Cloud Services
1 4 (12.50%) Microsoft Azure
2 2 (6.25%) Amazon AWS
2 2 (6.25%) Azure Data Factory
3 1 (3.13%) Amazon S3
3 1 (3.13%) Office 365
3 1 (3.13%) SaaS
Communications & Networking
1 1 (3.13%) SSH
Database & Business Intelligence
1 24 (75.00%) Big Data
2 16 (50.00%) Relational Database
3 15 (46.88%) Apache Hive
3 15 (46.88%) Data Lake
3 15 (46.88%) NoSQL
4 13 (40.63%) Data Warehouse
4 13 (40.63%) OLAP
5 7 (21.88%) HBase
5 7 (21.88%) MongoDB
6 5 (15.63%) Oracle OLAP
7 3 (9.38%) Impala
7 3 (9.38%) Power BI
7 3 (9.38%) SQL Server
8 2 (6.25%) Cloudera CDH
8 2 (6.25%) DB2
9 1 (3.13%) Apache Cassandra
9 1 (3.13%) MySQL
9 1 (3.13%) Pentaho
9 1 (3.13%) PostgreSQL
9 1 (3.13%) Star Schema
Development Applications
1 2 (6.25%) JIRA
2 1 (3.13%) Git (software)
2 1 (3.13%) Jenkins
General
1 8 (25.00%) Retail
2 2 (6.25%) Banking
2 2 (6.25%) Finance
2 2 (6.25%) Marketing
Job Titles
1 16 (50.00%) Developer
2 5 (15.63%) Data Engineer
2 5 (15.63%) Hadoop Developer
3 3 (9.38%) Administrator
3 3 (9.38%) Big Data Developer
3 3 (9.38%) Big Data Engineer
3 3 (9.38%) Hadoop Administrator
3 3 (9.38%) Hadoop Engineer
3 3 (9.38%) Oracle Developer
4 2 (6.25%) Data Scientist
4 2 (6.25%) Lead Developer
4 2 (6.25%) Senior Data Scientist
4 2 (6.25%) Senior Developer
4 2 (6.25%) Subject Matter Expert
5 1 (3.13%) Ab Initio Administrator
5 1 (3.13%) ETL Developer
5 1 (3.13%) Java Developer
5 1 (3.13%) MapReduce Engineer
5 1 (3.13%) Oracle ETL Developer
5 1 (3.13%) Technical Architect
Libraries, Frameworks & Software Standards
1 10 (31.25%) Kafka
2 7 (21.88%) Spark Streaming
3 6 (18.75%) RabbitMQ
4 5 (15.63%) ActiveMQ
5 2 (6.25%) Elastic Stack
5 2 (6.25%) MDX
5 2 (6.25%) Spring
6 1 (3.13%) .NET
6 1 (3.13%) LAMP
6 1 (3.13%) LAPP Stack
6 1 (3.13%) WebSphere MQ
Miscellaneous
1 4 (12.50%) Analytical Skills
2 2 (6.25%) Blog
3 1 (3.13%) Data Structures
3 1 (3.13%) User Experience
Operating Systems
1 6 (18.75%) Linux
2 4 (12.50%) Unix
3 1 (3.13%) Red Hat Enterprise Linux
Processes & Methodologies
1 16 (50.00%) Analytics
2 15 (46.88%) Data Architecture
2 15 (46.88%) ETL
3 13 (40.63%) Data Management
3 13 (40.63%) High Availability
4 12 (37.50%) Business Analytics
4 12 (37.50%) Data Mapping
4 12 (37.50%) Disaster Recovery
4 12 (37.50%) SDLC
5 8 (25.00%) Agile Software Development
5 8 (25.00%) Data Governance
6 5 (15.63%) Capacity Planning
6 5 (15.63%) Change Control
6 5 (15.63%) Incident Management
6 5 (15.63%) Performance Tuning
6 5 (15.63%) Problem Management
6 5 (15.63%) Runbook
7 4 (12.50%) Data Ingestion
7 4 (12.50%) Use Case
8 3 (9.38%) Scrum
Programming Languages
1 8 (25.00%) Java
2 6 (18.75%) Scala
3 5 (15.63%) SQL
4 4 (12.50%) Python
4 4 (12.50%) Shell Script
5 2 (6.25%) R
6 1 (3.13%) HiveQL
6 1 (3.13%) Perl
6 1 (3.13%) PL/SQL
6 1 (3.13%) T-SQL
Qualifications
1 1 (3.13%) TOGAF Certification
Quality Assurance & Compliance
1 13 (40.63%) Data Quality
2 3 (9.38%) GDPR
3 1 (3.13%) SLA
System Software
1 8 (25.00%) HDFS
2 2 (6.25%) Docker
3 1 (3.13%) Active Directory
3 1 (3.13%) Apache Flume
Systems Management
1 3 (9.38%) Kibana
2 2 (6.25%) Ambari
2 2 (6.25%) Ganglia
2 2 (6.25%) Nagios
3 1 (3.13%) Hadoop YARN
Vendors
1 11 (34.38%) Talend
2 9 (28.13%) Ab Initio
2 9 (28.13%) Informatica
3 8 (25.00%) Cloudera
4 6 (18.75%) Oracle
5 4 (12.50%) Hortonworks
5 4 (12.50%) Microsoft
6 3 (9.38%) Tableau
7 2 (6.25%) Alteryx
7 2 (6.25%) IBM
7 2 (6.25%) MapR
8 1 (3.13%) Red Hat
8 1 (3.13%) Splunk