The table below looks at the statistics for Big Data skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 125 133 162
Rank change year-on-year
+8 +29
Permanent jobs citing Big Data 56 52 28
As % of all permanent IT jobs located in Manchester 1.62% 1.55% 0.70%
As % of the Database & Business Intelligence category 5.03% 4.35% 2.01%
Number of salaries quoted 52 47 19
Median salary £46,658 £42,500 £50,000
Median salary % change year-on-year
+9.78% -15.00%
90% offered a salary of more than £40,000 £32,500 £45,000
10% offered a salary of more than £70,000 £58,500 £80,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
North West

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
1114 1196 1392
As % of all permanent IT jobs located in Manchester 32.31% 35.64% 34.79%
Number of salaries quoted 999 1045 1208
Median salary £42,500 £40,000 £38,500
Median salary % change year-on-year
+6.25% +3.89%
90% offered a salary of more than £30,000 £27,500 £25,500
10% offered a salary of more than £55,000 £55,800 £55,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Big Data
Jobs Demand Trend in Manchester

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

Big Data Jobs Demand Trend in Manchester

Big Data
Salary Trend in Manchester

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

Big Data Salary Trend in Manchester

Big Data
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Big Data across the Manchester region over the 3 months to 26 June 2016.

Big Data Salary Histogram in Manchester

Big Data
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Manchester region over the 3 months to 26 June 2016. 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
(Click see detailed
statistics and trends)
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
Altrincham - 1 £55,000 -
Wigan - 1 £50,000 -
Big Data
North West

Big Data
Top 30 Related IT Skills in Manchester

For the 6 months to 26 June 2016, IT jobs citing Big Data 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 Big Data.

1 53 (50.00%) Agile Software Development
2 51 (48.11%) Java
3 36 (33.96%) C#
4 33 (31.13%) SQL
5 31 (29.25%) Business Intelligence
6 28 (26.42%) Analytics
7 26 (24.53%) Software Delivery
8 24 (22.64%) .NET
8 24 (22.64%) Finance
9 22 (20.75%) Java EE
10 21 (19.81%) Hadoop
10 21 (19.81%) Oracle
11 19 (17.92%) J2EE
11 19 (17.92%) Python
12 18 (16.98%) Stakeholder Management
13 17 (16.04%) Data Mining
13 17 (16.04%) DevOps
13 17 (16.04%) Stakeholder and Relationship Management
14 16 (15.09%) Enterprise Software
14 16 (15.09%) Scala
15 15 (14.15%) SQL Server Integration Services
15 15 (14.15%) Software Engineering
15 15 (14.15%) T-SQL
16 14 (13.21%) MySQL
16 14 (13.21%) SQL Server
16 14 (13.21%) PhD
16 14 (13.21%) SQL Server Reporting Services
16 14 (13.21%) SQL Server Analysis Services
16 14 (13.21%) NoSQL
17 13 (12.26%) Machine Learning

Big Data
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 4 (3.77%) Confluence
1 4 (3.77%) SAS
2 3 (2.83%) Apache Spark
3 2 (1.89%) Apache Pig
3 2 (1.89%) WordPress
4 1 (0.94%) Apache
4 1 (0.94%) Elasticsearch
Applications
1 3 (2.83%) SPSS
Business Applications
1 8 (7.55%) SAP Oil and Gas
2 2 (1.89%) Dynamics NAV
Cloud Services
1 3 (2.83%) Amazon AWS
2 2 (1.89%) Amazon EC2
3 1 (0.94%) Cloud Computing
3 1 (0.94%) SaaS
Communications & Networking
1 2 (1.89%) Kerberos
1 2 (1.89%) OpenLDAP
Database & Business Intelligence
1 21 (19.81%) Hadoop
2 17 (16.04%) Data Mining
3 15 (14.15%) SQL Server Integration Services
4 14 (13.21%) MySQL
4 14 (13.21%) NoSQL
4 14 (13.21%) SQL Server
4 14 (13.21%) SQL Server Analysis Services
4 14 (13.21%) SQL Server Reporting Services
5 13 (12.26%) Data Warehouse
6 7 (6.60%) MongoDB
7 5 (4.72%) Apache Hive
8 4 (3.77%) GIS
8 4 (3.77%) SQL Server 2008
9 3 (2.83%) DB2
9 3 (2.83%) HBase
9 3 (2.83%) QlikView
10 2 (1.89%) Amazon Redshift
10 2 (1.89%) RDBMS
10 2 (1.89%) Relational Database
10 2 (1.89%) Snowflake Schema
Development Applications
1 7 (6.60%) JIRA
2 6 (5.66%) Jenkins
2 6 (5.66%) JUnit
3 3 (2.83%) Git (software)
4 2 (1.89%) IntelliJ
4 2 (1.89%) PHPUnit
4 2 (1.89%) Selenium
4 2 (1.89%) Team Foundation Server
4 2 (1.89%) TeamCity
5 1 (0.94%) Cucumber
5 1 (0.94%) Jasmine
5 1 (0.94%) Karma Test Runner
5 1 (0.94%) Maven
5 1 (0.94%) Mercurial
5 1 (0.94%) NUnit
5 1 (0.94%) QUnit
5 1 (0.94%) SpecFlow
5 1 (0.94%) Talend Open Studio
5 1 (0.94%) TestNG
5 1 (0.94%) Visual Studio
General
1 24 (22.64%) Finance
2 10 (9.43%) Marketing
3 8 (7.55%) Electronics
3 8 (7.55%) Manufacturing
3 8 (7.55%) Telecoms
4 7 (6.60%) Retail
5 6 (5.66%) Banking
6 4 (3.77%) Advertising
7 1 (0.94%) Games
7 1 (0.94%) Investment Banking
Job Titles
1 34 (32.08%) Developer
2 20 (18.87%) Architect
3 17 (16.04%) Technical Architect
4 16 (15.09%) C# Architect
4 16 (15.09%) Java Architect
4 16 (15.09%) Java Technical Architect
5 13 (12.26%) Business Intelligence Developer
6 12 (11.32%) Java Developer
7 11 (10.38%) Java Software Architect
7 11 (10.38%) Project Manager
8 10 (9.43%) Agile Project Manager
8 10 (9.43%) Big Data Manager
8 10 (9.43%) Delivery Project Manager
8 10 (9.43%) Digital Agile Project Manager
8 10 (9.43%) Digital Delivery Manager
8 10 (9.43%) Digital Project Manager
8 10 (9.43%) Mobile Project Manager
8 10 (9.43%) Software Delivery Project Manager
8 10 (9.43%) Software Project Manager
9 9 (8.49%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 24 (22.64%) .NET
2 22 (20.75%) Java EE
3 19 (17.92%) J2EE
4 11 (10.38%) Hibernate
4 11 (10.38%) Spring
5 8 (7.55%) MDX
6 5 (4.72%) CSS
7 4 (3.77%) AngularJS
7 4 (3.77%) ASP.NET
7 4 (3.77%) ASP.NET MVC
8 3 (2.83%) HTML
8 3 (2.83%) REST
9 2 (1.89%) HTML5
9 2 (1.89%) jQuery
9 2 (1.89%) Kafka
9 2 (1.89%) KnockoutJS
9 2 (1.89%) LAMP
9 2 (1.89%) Laravel
9 2 (1.89%) React
9 2 (1.89%) Twitter Bootstrap
Miscellaneous
1 16 (15.09%) Enterprise Software
2 13 (12.26%) Algorithms
2 13 (12.26%) Statistics
3 10 (9.43%) Analytical Skills
4 8 (7.55%) CUDA
4 8 (7.55%) Visualisation
5 6 (5.66%) Computer Science
6 4 (3.77%) Mathematics
7 3 (2.83%) Credit Risk
7 3 (2.83%) Taxonomies
8 2 (1.89%) Data Centre
8 2 (1.89%) PKI
8 2 (1.89%) User Experience
9 1 (0.94%) Cyberthreat
9 1 (0.94%) Data Integration
9 1 (0.94%) Data Structures
9 1 (0.94%) Mobile App
9 1 (0.94%) Physics
9 1 (0.94%) Security Operations Centre
9 1 (0.94%) Social Media
Operating Systems
1 12 (11.32%) Linux
2 7 (6.60%) Unix
3 6 (5.66%) Android
4 2 (1.89%) Red Hat Enterprise Linux
5 1 (0.94%) Windows
Processes & Methodologies
1 53 (50.00%) Agile Software Development
2 31 (29.25%) Business Intelligence
3 28 (26.42%) Analytics
4 26 (24.53%) Software Delivery
5 18 (16.98%) Stakeholder Management
6 17 (16.04%) DevOps
6 17 (16.04%) Stakeholder and Relationship Management
7 15 (14.15%) Software Engineering
8 13 (12.26%) Machine Learning
9 12 (11.32%) Data Analysis
10 11 (10.38%) Continuous Integration
10 11 (10.38%) Data Management
10 11 (10.38%) Open Source
10 11 (10.38%) TDD
11 9 (8.49%) Data Analytics
11 9 (8.49%) E-Commerce
12 8 (7.55%) Data Modelling
12 8 (7.55%) Digital Marketing
12 8 (7.55%) Programme Management
12 8 (7.55%) Service Design
Programming Languages
1 51 (48.11%) Java
2 36 (33.96%) C#
3 33 (31.13%) SQL
4 19 (17.92%) Python
5 16 (15.09%) Scala
6 15 (14.15%) T-SQL
7 12 (11.32%) JavaScript
8 11 (10.38%) C++
9 10 (9.43%) R
10 8 (7.55%) MATLAB
11 6 (5.66%) Objective-C
12 4 (3.77%) PL/SQL
13 3 (2.83%) Bash Shell
13 3 (2.83%) C
13 3 (2.83%) Ruby
13 3 (2.83%) Shell Script
14 2 (1.89%) Perl
14 2 (1.89%) PHP
Qualifications
1 14 (13.21%) PhD
2 11 (10.38%) Degree
3 2 (1.89%) RHCE
4 1 (0.94%) PMI Certification
4 1 (0.94%) PMP
4 1 (0.94%) PRINCE2 Certification
4 1 (0.94%) Security Cleared
4 1 (0.94%) Sun Certification
Quality Assurance & Compliance
1 5 (4.72%) Data Quality
1 5 (4.72%) QA
System Software
1 2 (1.89%) HDFS
2 1 (0.94%) Docker
2 1 (0.94%) Virtual Machines
Systems Management
1 4 (3.77%) Kibana
2 3 (2.83%) Opscode Chef
2 3 (2.83%) Puppet
3 2 (1.89%) SELinux
4 1 (0.94%) Ansible
4 1 (0.94%) Kubernetes
4 1 (0.94%) Mesos
Vendors
1 21 (19.81%) Oracle
2 9 (8.49%) SAP
3 5 (4.72%) Atlassian
3 5 (4.72%) Teradata
4 4 (3.77%) Microsoft
5 2 (1.89%) Cloudera
5 2 (1.89%) Google
5 2 (1.89%) Informatica
5 2 (1.89%) Perforce
5 2 (1.89%) Red Hat
5 2 (1.89%) Sun
5 2 (1.89%) Tableau
5 2 (1.89%) VMware
6 1 (0.94%) Ab Initio
6 1 (0.94%) Hortonworks
6 1 (0.94%) Splunk
6 1 (0.94%) Sybase
6 1 (0.94%) Talend
Manchester
Energon Global
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: Yesterday
Manchester
TDA Group
Salary: £60000 - £65000 per annum + +Bonus +30 days holiday
Posted: 5 days ago
Manchester
TDA Group
Salary: £45000 - £50000 per annum + Bonus +OT +28 days holiday
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £45k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 6 days ago
Manchester, Lancashire
Talent International
Salary: £28000 - £30000 per annum
Posted: 6 days ago
Manchester, Lancashire
People Source Consulting
Salary: £47000 - £55000 per annum + bonus + benefits
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £55k - £65kk plus attractive benefits, 30 days holiday and extensive c
Posted: 6 days ago
Greater Manchester
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: 6 days ago
Manchester
TRG
Salary: 35000-45000 Per Annum + Benefits
Posted: 22 days ago
Manchester
Applause IT Ltd
Salary: £45000 - £50000 per annum + + Great Benefits Package
Posted: 20 days ago
Manchester, Lancashire
HMRC
Posted: 27 days ago