Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Manchester 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 23 November 2017 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
North West > Manchester
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 101 132 130
Rank change year-on-year +31 -2 -8
Contract jobs citing Hadoop 41 24 23
As % of all contract IT jobs advertised in Manchester 1.40% 0.68% 0.61%
As % of the Database & Business Intelligence category 6.05% 2.95% 2.72%
Number of daily rates quoted 33 19 18
Manchester median daily rate £550 £475 £475
Median daily rate % change year-on-year +15.79% - -
10th Percentile £381 £382 £392
90th Percentile £625 £600 £616
North West median daily rate £600 £525 £508
% change year-on-year +14.29% +3.45% +6.84%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West 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 Manchester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Contract vacancies with a requirement for database or business intelligence skills 678 813 847
As % of all contract IT jobs advertised in Manchester 23.07% 22.92% 22.29%
Number of daily rates quoted 486 548 553
Manchester median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +15.38%
10th Percentile £293 £242 £263
90th Percentile £575 £538 £513
North West median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +23.08%
Number of hourly rates quoted 2 6 8
Manchester median hourly rate £18.85 £21.63 £19.00
Median hourly rate % change year-on-year -12.86% +13.82% -6.17%
10th Percentile £15.91 £13.94 £11.35
90th Percentile £22.30 £35.22 £39.88
North West median hourly rate £42.75 £35.75 £40.00
% change year-on-year +19.58% -10.63% +45.45%

Hadoop
Job Vacancy Trend in Manchester

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

Job vacancy trend for Hadoop in Manchester

Hadoop
Contractor Daily Rate Trend in Manchester

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

Contractor daily rate trend for Hadoop in Manchester

Hadoop
Contractor Daily Rate Histogram in Manchester

The daily rate distribution of IT jobs citing Hadoop in Manchester over the 6 months to 23 November 2017.

Contractor daily rate histogram for Hadoop in Manchester

Hadoop
Contract Job Locations in Manchester

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Manchester region over the 6 months to 23 November 2017. 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
Bolton - 3 £488 -
Hadoop
North West

For the 6 months to 23 November 2017, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Manchester region with a requirement for Hadoop.

1 28 (68.29%) Big Data
2 27 (65.85%) Python
3 26 (63.41%) Apache Spark
4 21 (51.22%) Java
5 20 (48.78%) Agile Software Development
6 18 (43.90%) Business Intelligence
6 18 (43.90%) Shell Script
7 17 (41.46%) SAP
7 17 (41.46%) Marketing
8 15 (36.59%) TDD
8 15 (36.59%) Electronics
8 15 (36.59%) Telecoms
8 15 (36.59%) Finance
8 15 (36.59%) Manufacturing
8 15 (36.59%) Programme Management
8 15 (36.59%) SQL
8 15 (36.59%) Digital Marketing
9 14 (34.15%) Open Source
10 12 (29.27%) SQL Server
11 11 (26.83%) Unix
11 11 (26.83%) BDD
11 11 (26.83%) Docker
11 11 (26.83%) DevOps
11 11 (26.83%) Continuous Delivery
12 10 (24.39%) TeamCity
12 10 (24.39%) Git (software)
12 10 (24.39%) JIRA
12 10 (24.39%) Linux
13 9 (21.95%) Windows
13 9 (21.95%) Ansible

Hadoop
Co-occurring IT Skills in Manchester 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 26 (63.41%) Apache Spark
2 2 (4.88%) Apache
Applications
1 1 (2.44%) Microsoft Excel
Cloud Services
1 8 (19.51%) PaaS
2 6 (14.63%) Amazon AWS
3 5 (12.20%) Google Cloud Platform
3 5 (12.20%) Microsoft Azure
Communications & Networking
1 2 (4.88%) Kerberos
2 1 (2.44%) SSL
2 1 (2.44%) tcpdump
2 1 (2.44%) Wireshark
Database & Business Intelligence
1 28 (68.29%) Big Data
2 12 (29.27%) SQL Server
3 7 (17.07%) Relational Database
4 6 (14.63%) NoSQL
5 5 (12.20%) Data Warehouse
6 4 (9.76%) Apache Hive
7 3 (7.32%) Impala
7 3 (7.32%) OLAP
7 3 (7.32%) SQL Server 2008
7 3 (7.32%) SQL Server Integration Services
8 2 (4.88%) Oracle Exadata
8 2 (4.88%) PowerCenter
8 2 (4.88%) SAP BW
8 2 (4.88%) Sqoop
9 1 (2.44%) HBase
9 1 (2.44%) MongoDB
9 1 (2.44%) MySQL
9 1 (2.44%) PostgreSQL
9 1 (2.44%) QlikView
Development Applications
1 10 (24.39%) Git (software)
1 10 (24.39%) JIRA
1 10 (24.39%) TeamCity
2 8 (19.51%) Cucumber
3 2 (4.88%) Jenkins
General
1 17 (41.46%) Marketing
2 15 (36.59%) Electronics
2 15 (36.59%) Finance
2 15 (36.59%) Manufacturing
2 15 (36.59%) Telecoms
3 3 (7.32%) Retail
Job Titles
1 12 (29.27%) Architect
1 12 (29.27%) Developer
2 10 (24.39%) Data Engineer
2 10 (24.39%) Scala Developer
2 10 (24.39%) Software Developer
3 8 (19.51%) Apache Spark Developer
3 8 (19.51%) Hadoop Developer
4 7 (17.07%) Java Developer
4 7 (17.07%) Java Hadoop Developer
4 7 (17.07%) Java Scala Developer
4 7 (17.07%) Java Software Developer
5 5 (12.20%) Big Data Engineer
5 5 (12.20%) Cloud Architect
5 5 (12.20%) Hadoop Engineer
6 3 (7.32%) Data Architect
7 2 (4.88%) Analyst
7 2 (4.88%) Data Analyst
7 2 (4.88%) Infrastructure Architect
7 2 (4.88%) Software Architect
7 2 (4.88%) Software Engineer
Libraries, Frameworks & Software Standards
1 8 (19.51%) Akka
2 6 (14.63%) .NET
2 6 (14.63%) MSMQ
2 6 (14.63%) RabbitMQ
3 3 (7.32%) .NET Framework
3 3 (7.32%) Kafka
3 3 (7.32%) PySpark
4 2 (4.88%) HTML
5 1 (2.44%) AngularJS
5 1 (2.44%) Apache Avro
5 1 (2.44%) CSS
5 1 (2.44%) Drools
5 1 (2.44%) Elastic Stack
5 1 (2.44%) HTML5
5 1 (2.44%) LESS
5 1 (2.44%) Node.js
5 1 (2.44%) Pandas
5 1 (2.44%) React
5 1 (2.44%) Sass
5 1 (2.44%) Web Services
Miscellaneous
1 7 (17.07%) Analytical Skills
2 5 (12.20%) Management Information System
3 4 (9.76%) Public Cloud
4 1 (2.44%) PMI
Operating Systems
1 11 (26.83%) Unix
2 10 (24.39%) Linux
3 9 (21.95%) Windows
Processes & Methodologies
1 20 (48.78%) Agile Software Development
2 18 (43.90%) Business Intelligence
3 15 (36.59%) Digital Marketing
3 15 (36.59%) Programme Management
3 15 (36.59%) TDD
4 14 (34.15%) Open Source
5 11 (26.83%) BDD
5 11 (26.83%) Continuous Delivery
5 11 (26.83%) DevOps
6 8 (19.51%) ITIL
6 8 (19.51%) Scrum
6 8 (19.51%) Test Automation
7 7 (17.07%) Issue Tracking
8 6 (14.63%) Analytics
8 6 (14.63%) ETL
8 6 (14.63%) Mathematics
9 5 (12.20%) Continuous Integration
9 5 (12.20%) Machine Learning
9 5 (12.20%) Physics
9 5 (12.20%) Unit Testing
Programming Languages
1 27 (65.85%) Python
2 21 (51.22%) Java
3 18 (43.90%) Shell Script
4 15 (36.59%) SQL
5 7 (17.07%) C++
5 7 (17.07%) Scala
6 6 (14.63%) Go
7 5 (12.20%) Clojure
8 4 (9.76%) C
8 4 (9.76%) R
9 2 (4.88%) Ruby
10 1 (2.44%) JavaScript
Qualifications
1 6 (14.63%) Degree
2 1 (2.44%) PMI Certification
Quality Assurance & Compliance
1 1 (2.44%) GCP
System Software
1 11 (26.83%) Docker
2 2 (4.88%) Apache Flume
3 1 (2.44%) HDFS
Systems Management
1 9 (21.95%) Ansible
2 6 (14.63%) Mesos
3 5 (12.20%) Oozie
4 2 (4.88%) Ambari
4 2 (4.88%) Kubernetes
4 2 (4.88%) Opscode Chef
4 2 (4.88%) Puppet
5 1 (2.44%) Grafana
5 1 (2.44%) Graphite
Vendors
1 17 (41.46%) SAP
2 5 (12.20%) Google
3 4 (9.76%) Microsoft
4 3 (7.32%) Oracle
5 2 (4.88%) Cloudera
5 2 (4.88%) Informatica
6 1 (2.44%) Tableau