The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Apache Hadoop
North West / Manchester
Rank 129 165 178
Rank change year-on-year
+36 +13
Permanent jobs citing Hadoop 72 14 11
As % of all permanent IT jobs located in Manchester 1.94% 0.44% 0.28%
As % of the Database & Business Intelligence category 5.45% 1.41% 0.86%
Number of salaries quoted 53 6 10
Median salary £57,000 £52,750 £45,000
Median salary % change year-on-year
+8.05% +17.22%
90% offered a salary of more than £35,000 £30,000 £40,000
10% offered a salary of more than £70,000 £59,000 £56,500
UK excluding London median salary £55,000 £52,500 £50,000
% change year-on-year
+4.76% +5.00%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Manchester region.

Database & Business Intelligence Category
Manchester
Permanent IT job ads with a match in the
Database & Business Intelligence category
1321 995 1286
As % of all permanent IT jobs located in Manchester 35.56% 31.08% 33.18%
Number of salaries quoted 1178 877 1130
Median salary £40,000 £42,500 £38,500
Median salary % change year-on-year
-5.88% +10.38%
90% offered a salary of more than £28,000 £30,000 £27,500
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Hadoop
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester region citing Hadoop as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in Manchester

Hadoop
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop across the Manchester region.

Hadoop Salary Trend in Manchester

Hadoop
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Hadoop across the Manchester region over the 3 months to 24 January 2017.

Hadoop Salary Histogram in Manchester

Hadoop
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Manchester region over the 3 months to 24 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stockport - 2 £55,000 -
Bolton - 1 £55,000 -
Bury - 1 £35,000 -
Oldham - 1 £55,000 -
Hadoop
North West

Hadoop
Top 30 Related IT Skills in Manchester

For the 6 months to 24 January 2017, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Manchester region with a requirement for Hadoop.

1 135 (84.91%) Big Data
2 109 (68.55%) Agile Software Development
3 98 (61.64%) Java
4 75 (47.17%) Apache Spark
5 72 (45.28%) MySQL
5 72 (45.28%) Python
6 69 (43.40%) SQL
7 67 (42.14%) SQL Server
8 63 (39.62%) Analytics
9 60 (37.74%) Scrum
10 58 (36.48%) JavaScript
11 56 (35.22%) MongoDB
11 56 (35.22%) Relational Database
12 55 (34.59%) Spring
13 54 (33.96%) C#
14 52 (32.70%) Oracle
15 50 (31.45%) DevOps
15 50 (31.45%) Data Analytics
16 49 (30.82%) Apache Hive
16 49 (30.82%) Perl
17 48 (30.19%) Business Intelligence
17 48 (30.19%) Hibernate
18 47 (29.56%) Apache Pig
18 47 (29.56%) Elasticsearch
19 46 (28.93%) C
19 46 (28.93%) HTML
19 46 (28.93%) Node.js
20 45 (28.30%) CSS
21 44 (27.67%) E-Commerce
22 42 (26.42%) Java EE

Hadoop
Top Related 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 75 (47.17%) Apache Spark
2 47 (29.56%) Apache Pig
2 47 (29.56%) Elasticsearch
3 16 (10.06%) Tomcat
4 12 (7.55%) JBoss
4 12 (7.55%) Jetty
4 12 (7.55%) WebLogic
5 10 (6.29%) Apache
6 8 (5.03%) Apache Solr
7 7 (4.40%) OpenStack
7 7 (4.40%) WebSphere
8 6 (3.77%) SAS
9 4 (2.52%) Oracle SOA Suite
Applications
1 12 (7.55%) SPSS
2 9 (5.66%) MS Excel
3 2 (1.26%) S-PLUS
3 2 (1.26%) Stata
Business Applications
1 7 (4.40%) SAP Oil and Gas
2 1 (0.63%) Dynamics NAV
Cloud Services
1 26 (16.35%) Amazon AWS
2 14 (8.81%) Microsoft Azure
3 4 (2.52%) SaaS
4 3 (1.89%) Amazon EMR
5 2 (1.26%) PaaS
Communications & Networking
1 2 (1.26%) HTTP
2 1 (0.63%) DNS
2 1 (0.63%) Kerberos
2 1 (0.63%) VPN
Database & Business Intelligence
1 135 (84.91%) Big Data
2 72 (45.28%) MySQL
3 67 (42.14%) SQL Server
4 56 (35.22%) MongoDB
4 56 (35.22%) Relational Database
5 49 (30.82%) Apache Hive
6 40 (25.16%) RDBMS
7 35 (22.01%) NoSQL
8 33 (20.75%) SQL Server Integration Services
9 28 (17.61%) SQL Server Analysis Services
10 26 (16.35%) SQL Server Reporting Services
11 21 (13.21%) Data Warehouse
12 19 (11.95%) SQL Server 2012
13 17 (10.69%) MS Access
14 14 (8.81%) Apache Cassandra
15 13 (8.18%) SQL Server 2008
16 12 (7.55%) Couchbase
16 12 (7.55%) Redis
16 12 (7.55%) Riak
16 12 (7.55%) SQL Server 2014
Development Applications
1 14 (8.81%) Git (software)
2 10 (6.29%) Atlassian Bamboo
2 10 (6.29%) Jenkins
3 4 (2.52%) Maven
4 1 (0.63%) Mercurial
4 1 (0.63%) SQL Server Management Studio (SSMS)
4 1 (0.63%) Subversion
4 1 (0.63%) Vagrant
General
1 28 (17.61%) Military
2 15 (9.43%) Marketing
2 15 (9.43%) Retail
3 13 (8.18%) Banking
3 13 (8.18%) Legal
4 9 (5.66%) Finance
5 7 (4.40%) Electronics
5 7 (4.40%) Manufacturing
5 7 (4.40%) Telecoms
6 5 (3.14%) Games
6 5 (3.14%) Law
7 4 (2.52%) Automotive
8 3 (1.89%) Aerospace
9 1 (0.63%) Advertising
Job Titles
1 63 (39.62%) Developer
2 34 (21.38%) Java Developer
3 33 (20.75%) Senior Developer
4 29 (18.24%) Software Engineer
5 21 (13.21%) Software Developer
6 18 (11.32%) Architect
7 17 (10.69%) Business Intelligence Developer
7 17 (10.69%) Java Software Developer
8 16 (10.06%) Data Scientist
8 16 (10.06%) Senior Business Intelligence Developer
9 11 (6.92%) Big Data Developer
9 11 (6.92%) SSAS Developer
9 11 (6.92%) SSIS Developer
10 10 (6.29%) Java Engineer
10 10 (6.29%) Java Software Engineer
10 10 (6.29%) Senior Data Scientist
10 10 (6.29%) Software Architect
10 10 (6.29%) Team Leader
11 9 (5.66%) Lead Architect
11 9 (5.66%) Lead Software Architect
Libraries, Frameworks & Software Standards
1 55 (34.59%) Spring
2 48 (30.19%) Hibernate
3 46 (28.93%) HTML
3 46 (28.93%) Node.js
4 45 (28.30%) CSS
5 42 (26.42%) AngularJS
5 42 (26.42%) Java EE
6 40 (25.16%) HTML5
7 38 (23.90%) jQuery
8 35 (22.01%) Apache Camel
9 34 (21.38%) CSS3
9 34 (21.38%) Middleware
10 20 (12.58%) React
11 17 (10.69%) Web Services
12 16 (10.06%) REST
13 13 (8.18%) LAMP
14 10 (6.29%) MDX
15 7 (4.40%) ELK Stack
15 7 (4.40%) Lucene
16 6 (3.77%) Celery
Miscellaneous
1 38 (23.90%) Visualisation
2 23 (14.47%) PKI
3 22 (13.84%) iPad
4 15 (9.43%) Computer Science
5 10 (6.29%) Algorithms
6 8 (5.03%) Statistics
7 6 (3.77%) Mathematics
8 5 (3.14%) Data Protection Act
9 4 (2.52%) Credit Risk
9 4 (2.52%) Cyberthreat
9 4 (2.52%) Physics
9 4 (2.52%) Public Cloud
10 3 (1.89%) Analytical Skills
11 2 (1.26%) Data Structures
11 2 (1.26%) Management Information System
11 2 (1.26%) Taxonomies
12 1 (0.63%) Clustering
12 1 (0.63%) Cybercrime
12 1 (0.63%) Economics
12 1 (0.63%) Mobile Games
Operating Systems
1 26 (16.35%) Linux
2 7 (4.40%) Android
2 7 (4.40%) Apple iOS
3 6 (3.77%) Unix
4 2 (1.26%) CentOS
5 1 (0.63%) Red Hat Enterprise Linux
5 1 (0.63%) Windows
Processes & Methodologies
1 109 (68.55%) Agile Software Development
2 63 (39.62%) Analytics
3 60 (37.74%) Scrum
4 50 (31.45%) Data Analytics
4 50 (31.45%) DevOps
5 48 (30.19%) Business Intelligence
6 44 (27.67%) E-Commerce
7 38 (23.90%) Software Engineering
8 37 (23.27%) SDLC
9 35 (22.01%) Information Security
10 34 (21.38%) Continuous Improvement
10 34 (21.38%) Time Management
11 31 (19.50%) TDD
12 26 (16.35%) Continuous Integration
13 20 (12.58%) Mentoring
14 18 (11.32%) BDD
14 18 (11.32%) OO
14 18 (11.32%) Open Source
14 18 (11.32%) SOA
15 17 (10.69%) Big Data Analytics
Programming Languages
1 98 (61.64%) Java
2 72 (45.28%) Python
3 69 (43.40%) SQL
4 58 (36.48%) JavaScript
5 54 (33.96%) C#
6 49 (30.82%) Perl
7 46 (28.93%) C
8 29 (18.24%) Ruby
9 23 (14.47%) R
10 20 (12.58%) T-SQL
11 14 (8.81%) MATLAB
11 14 (8.81%) Scala
12 12 (7.55%) C++
13 8 (5.03%) Go
14 7 (4.40%) Bash Shell
15 5 (3.14%) PHP
16 4 (2.52%) Clojure
17 3 (1.89%) Haskell
18 2 (1.26%) PL/SQL
19 1 (0.63%) Groovy
Qualifications
1 35 (22.01%) Degree
2 31 (19.50%) Security Cleared
3 29 (18.24%) DV Cleared
4 14 (8.81%) PhD
5 1 (0.63%) PRINCE2 Certification
Quality Assurance & Compliance
1 4 (2.52%) IFRS
1 4 (2.52%) IFRS 9
1 4 (2.52%) QA
2 2 (1.26%) COBIT
2 2 (1.26%) Data Quality
System Software
1 35 (22.01%) Hyper-V
1 35 (22.01%) VMware Infrastructure
2 4 (2.52%) HDFS
3 1 (0.63%) Apache Flume
3 1 (0.63%) Apache ZooKeeper
3 1 (0.63%) Docker
Systems Management
1 10 (6.29%) Puppet
2 9 (5.66%) Opscode Chef
3 8 (5.03%) Ansible
4 7 (4.40%) Kibana
4 7 (4.40%) logstash
4 7 (4.40%) Salt
5 1 (0.63%) Cobbler
5 1 (0.63%) Oozie
Vendors
1 52 (32.70%) Oracle
2 36 (22.64%) VMware
3 28 (17.61%) Microsoft
4 14 (8.81%) Cloudera
5 10 (6.29%) Tableau
6 8 (5.03%) Hortonworks
6 8 (5.03%) Splunk
7 7 (4.40%) SAP
8 2 (1.26%) Cognos
8 2 (1.26%) Red Hat
8 2 (1.26%) Teradata
8 2 (1.26%) Xamarin
9 1 (0.63%) SaltStack
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