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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 128 122 150
Rank change year-on-year
-6 +28
Permanent jobs citing Big Data 56 66 45
As % of all permanent IT jobs located in Manchester 1.55% 1.84% 1.12%
As % of the Database & Business Intelligence category 4.74% 5.31% 3.24%
Number of salaries quoted 48 42 35
Median salary £47,079 £43,750 £50,000
Median salary % change year-on-year
+7.60% -12.50%
90% offered a salary of more than £40,000 £32,500 £30,000
10% offered a salary of more than £70,000 £175,000 £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
1182 1244 1390
As % of all permanent IT jobs located in Manchester 32.78% 34.70% 34.73%
Number of salaries quoted 1066 1069 1184
Median salary £40,000 £40,000 £37,554
Median salary % change year-on-year
- +6.51%
90% offered a salary of more than £30,000 £29,000 £25,500
10% offered a salary of more than £55,000 £57,500 £55,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 29 July 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 29 July 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 -
Bolton - 1 - -
Wigan - 1 £50,000 -
Big Data
North West

Big Data
Top 30 Related IT Skills in Manchester

For the 6 months to 29 July 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 58 (48.74%) Agile Software Development
2 54 (45.38%) Java
3 39 (32.77%) C#
4 32 (26.89%) SQL
5 31 (26.05%) Business Intelligence
5 31 (26.05%) Analytics
6 30 (25.21%) Software Delivery
7 27 (22.69%) .NET
8 24 (20.17%) Finance
9 23 (19.33%) Java EE
9 23 (19.33%) Hadoop
10 22 (18.49%) Stakeholder Management
10 22 (18.49%) Oracle
10 22 (18.49%) Python
11 21 (17.65%) Data Mining
11 21 (17.65%) Stakeholder and Relationship Management
12 20 (16.81%) Enterprise Software
12 20 (16.81%) J2EE
13 19 (15.97%) Software Engineering
14 18 (15.13%) Scala
15 17 (14.29%) Data Warehouse
15 17 (14.29%) Algorithms
16 16 (13.45%) DevOps
16 16 (13.45%) Statistics
16 16 (13.45%) NoSQL
17 15 (12.61%) SQL Server
17 15 (12.61%) C++
17 15 (12.61%) PhD
17 15 (12.61%) Data Analysis
17 15 (12.61%) 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 (3.36%) Apache Spark
1 4 (3.36%) Confluence
1 4 (3.36%) SAS
2 2 (1.68%) Apache Pig
2 2 (1.68%) Elasticsearch
3 1 (0.84%) Apache
Applications
1 3 (2.52%) SPSS
Business Applications
1 8 (6.72%) SAP Oil and Gas
2 2 (1.68%) Dynamics NAV
Cloud Services
1 3 (2.52%) Amazon AWS
2 2 (1.68%) Amazon EC2
3 1 (0.84%) Cloud Computing
Communications & Networking
1 2 (1.68%) Kerberos
1 2 (1.68%) OpenLDAP
2 1 (0.84%) Intranet
2 1 (0.84%) VoIP
Database & Business Intelligence
1 23 (19.33%) Hadoop
2 21 (17.65%) Data Mining
3 17 (14.29%) Data Warehouse
4 16 (13.45%) NoSQL
5 15 (12.61%) SQL Server
6 14 (11.76%) SQL Server Integration Services
7 13 (10.92%) MySQL
7 13 (10.92%) SQL Server Analysis Services
7 13 (10.92%) SQL Server Reporting Services
8 8 (6.72%) MongoDB
9 6 (5.04%) Apache Hive
10 4 (3.36%) GIS
10 4 (3.36%) SQL Server 2008
11 3 (2.52%) DB2
11 3 (2.52%) HBase
11 3 (2.52%) QlikView
12 2 (1.68%) Amazon Redshift
12 2 (1.68%) Power BI
12 2 (1.68%) RDBMS
12 2 (1.68%) Relational Database
Development Applications
1 7 (5.88%) Jenkins
1 7 (5.88%) JIRA
2 6 (5.04%) JUnit
3 4 (3.36%) Git (software)
4 2 (1.68%) IntelliJ
4 2 (1.68%) Selenium
4 2 (1.68%) Team Foundation Server
4 2 (1.68%) TeamCity
5 1 (0.84%) Atlassian Bamboo
5 1 (0.84%) Cucumber
5 1 (0.84%) GitLab
5 1 (0.84%) Maven
5 1 (0.84%) Mercurial
5 1 (0.84%) NUnit
5 1 (0.84%) SpecFlow
5 1 (0.84%) Talend Open Studio
5 1 (0.84%) TestNG
5 1 (0.84%) Visual Studio
General
1 24 (20.17%) Finance
2 10 (8.40%) Marketing
3 9 (7.56%) Telecoms
4 8 (6.72%) Electronics
4 8 (6.72%) Manufacturing
5 7 (5.88%) Banking
5 7 (5.88%) Retail
6 3 (2.52%) Advertising
7 1 (0.84%) Investment Banking
7 1 (0.84%) Retail Banking
Job Titles
1 34 (28.57%) Developer
2 27 (22.69%) Architect
3 21 (17.65%) Technical Architect
4 20 (16.81%) C# Architect
5 17 (14.29%) Java Architect
5 17 (14.29%) Java Technical Architect
6 13 (10.92%) Business Intelligence Developer
7 12 (10.08%) Java Developer
8 11 (9.24%) Big Data Manager
8 11 (9.24%) Machine Learning Engineer
8 11 (9.24%) MATLAB Engineer
8 11 (9.24%) Project Manager
8 11 (9.24%) Solutions Architect
9 10 (8.40%) Agile Project Manager
9 10 (8.40%) Delivery Project Manager
9 10 (8.40%) Digital Agile Project Manager
9 10 (8.40%) Digital Delivery Manager
9 10 (8.40%) Digital Project Manager
9 10 (8.40%) Mobile Project Manager
9 10 (8.40%) Software Delivery Project Manager
Libraries, Frameworks & Software Standards
1 27 (22.69%) .NET
2 23 (19.33%) Java EE
3 20 (16.81%) J2EE
4 12 (10.08%) Hibernate
4 12 (10.08%) Spring
5 7 (5.88%) MDX
6 3 (2.52%) ASP.NET
6 3 (2.52%) ASP.NET MVC
6 3 (2.52%) React
6 3 (2.52%) REST
6 3 (2.52%) Web Services
7 2 (1.68%) Akka
7 2 (1.68%) AngularJS
7 2 (1.68%) CSS
7 2 (1.68%) HTML
7 2 (1.68%) Kafka
7 2 (1.68%) Twitter Bootstrap
8 1 (0.84%) .NET Framework
8 1 (0.84%) Ajax
8 1 (0.84%) SOAP
Miscellaneous
1 20 (16.81%) Enterprise Software
2 17 (14.29%) Algorithms
3 16 (13.45%) Statistics
4 11 (9.24%) CUDA
5 10 (8.40%) Analytical Skills
6 8 (6.72%) Visualisation
7 4 (3.36%) Mathematics
8 3 (2.52%) Computer Science
8 3 (2.52%) Credit Risk
8 3 (2.52%) Data Centre
8 3 (2.52%) Data Integration
8 3 (2.52%) Data Structures
8 3 (2.52%) Taxonomies
9 2 (1.68%) Mobile App
9 2 (1.68%) PKI
9 2 (1.68%) Social Media
9 2 (1.68%) User Experience
10 1 (0.84%) Mainframe
10 1 (0.84%) Management Information System
10 1 (0.84%) N-Tier
Operating Systems
1 10 (8.40%) Linux
2 7 (5.88%) Android
2 7 (5.88%) Unix
3 3 (2.52%) Windows
4 2 (1.68%) Red Hat Enterprise Linux
5 1 (0.84%) Apple iOS
5 1 (0.84%) Windows Phone
5 1 (0.84%) Windows Server
Processes & Methodologies
1 58 (48.74%) Agile Software Development
2 31 (26.05%) Analytics
2 31 (26.05%) Business Intelligence
3 30 (25.21%) Software Delivery
4 22 (18.49%) Stakeholder Management
5 21 (17.65%) Stakeholder and Relationship Management
6 19 (15.97%) Software Engineering
7 16 (13.45%) DevOps
8 15 (12.61%) Data Analysis
8 15 (12.61%) Machine Learning
9 12 (10.08%) Continuous Integration
9 12 (10.08%) Data Management
9 12 (10.08%) E-Commerce
10 11 (9.24%) Open Source
10 11 (9.24%) Service Design
10 11 (9.24%) Statistical Analysis
10 11 (9.24%) Stochastic Modelling
10 11 (9.24%) TDD
11 8 (6.72%) BDD
11 8 (6.72%) Digital Marketing
Programming Languages
1 54 (45.38%) Java
2 39 (32.77%) C#
3 32 (26.89%) SQL
4 22 (18.49%) Python
5 18 (15.13%) Scala
6 15 (12.61%) C++
7 14 (11.76%) T-SQL
8 13 (10.92%) R
9 12 (10.08%) JavaScript
10 11 (9.24%) MATLAB
11 7 (5.88%) Objective-C
12 4 (3.36%) PL/SQL
13 3 (2.52%) Bash Shell
13 3 (2.52%) Ruby
13 3 (2.52%) Shell Script
14 2 (1.68%) C
14 2 (1.68%) Perl
15 1 (0.84%) Apple Swift
Qualifications
1 15 (12.61%) PhD
2 10 (8.40%) Degree
3 2 (1.68%) RHCE
4 1 (0.84%) PMI Certification
4 1 (0.84%) PMP
4 1 (0.84%) PRINCE2 Certification
4 1 (0.84%) Security Cleared
4 1 (0.84%) Sun Certification
Quality Assurance & Compliance
1 6 (5.04%) Data Quality
2 5 (4.20%) QA
System Software
1 3 (2.52%) HDFS
2 1 (0.84%) Docker
Systems Management
1 4 (3.36%) Kibana
2 3 (2.52%) Opscode Chef
2 3 (2.52%) Puppet
3 2 (1.68%) SELinux
4 1 (0.84%) Ansible
4 1 (0.84%) Kubernetes
4 1 (0.84%) Mesos
Vendors
1 22 (18.49%) Oracle
2 9 (7.56%) SAP
3 7 (5.88%) Teradata
4 5 (4.20%) Atlassian
5 4 (3.36%) Microsoft
6 2 (1.68%) Cloudera
6 2 (1.68%) Google
6 2 (1.68%) Informatica
6 2 (1.68%) Red Hat
6 2 (1.68%) Sun
6 2 (1.68%) Tableau
7 1 (0.84%) Ab Initio
7 1 (0.84%) Hortonworks
7 1 (0.84%) Splunk
7 1 (0.84%) Sybase
7 1 (0.84%) Talend
7 1 (0.84%) VMware
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KDR Recruitment
Salary: £45000 - £60000 per annum + benefits
Posted: Yesterday
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